JP2020141490A - Connection phase estimation device, connection phase estimation program, and connection phase estimation method - Google Patents

Connection phase estimation device, connection phase estimation program, and connection phase estimation method Download PDF

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JP2020141490A
JP2020141490A JP2019035695A JP2019035695A JP2020141490A JP 2020141490 A JP2020141490 A JP 2020141490A JP 2019035695 A JP2019035695 A JP 2019035695A JP 2019035695 A JP2019035695 A JP 2019035695A JP 2020141490 A JP2020141490 A JP 2020141490A
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phase current
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JP7215226B2 (en
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伯浩 菅野
Norihiro Sugano
伯浩 菅野
伸哉 福場
Shinya Fukuba
伸哉 福場
哲 柏木
Satoru Kashiwagi
哲 柏木
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Tokyo Electric Power Co Holdings Inc
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    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E40/00Technologies for an efficient electrical power generation, transmission or distribution
    • Y02E40/50Arrangements for eliminating or reducing asymmetry in polyphase networks
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E40/00Technologies for an efficient electrical power generation, transmission or distribution
    • Y02E40/70Smart grids as climate change mitigation technology in the energy generation sector
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00Systems supporting electrical power generation, transmission or distribution
    • Y04S10/12Monitoring or controlling equipment for energy generation units, e.g. distributed energy generation [DER] or load-side generation
    • Y04S10/123Monitoring or controlling equipment for energy generation units, e.g. distributed energy generation [DER] or load-side generation the energy generation units being or involving renewable energy sources

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Abstract

To accurately estimate a connection phase of a power generation device even if not only a low voltage demand customer but also a high voltage demand customer are supplied with power from a power distribution network.SOLUTION: A connection phase estimation device is configured to: acquire substation current data indicating a current of each phase of three-phase alternating current output from a substation and effective power data indicating effective power consumed by a low voltage demand customer group; calculate a first total current that is a sum of currents of each phase of the three-phase alternating current supplied to the high voltage demand consumer group, based on a current of each phase of the three-phase alternating current and the effective power indicated by the substation current data; calculate a current of each phase, that is a current of each phase of the three-phase alternating current supplied to the low voltage demand customer group, converted into a voltage of the three-phase current supplied to the high voltage demand customer group, based on a current of each phase of the three-phase alternating current and the first total current indicated by the substation current data; and estimate to which a power generation device of a low voltage demand customer is connected, a first distribution line, a second distribution line, and a third distribution line where a three-phase alternating current output from the substation flows, based on correlation between the current of each phase and effective power.SELECTED DRAWING: Figure 2

Description

本発明は、接続相推定装置、接続相推定プログラム及び接続相推定方法に関する。 The present invention relates to a connection phase estimation device, a connection phase estimation program, and a connection phase estimation method.

近年、太陽光パネル等の発電装置の設置が増加している。三相三線式の配電線は、すなわち第一相の電流、第二相の電流及び第三相の電流が互いに平衡になるように各設備が接続されている。このような状態は、三相平衡と呼ばれる。 In recent years, the installation of power generation devices such as solar panels has increased. In the three-phase three-wire distribution line, each facility is connected so that the first-phase current, the second-phase current, and the third-phase current are in equilibrium with each other. Such a state is called three-phase equilibrium.

しかし、発電装置がこれら三つの相のうちの特定の相に偏って連系され、発電装置から配電線へ逆潮された場合、第一相の電流、第二相の電流及び第三相の電流が互いに平衡とならなくなってしまうことがある。このような状態は、三相不平衡と呼ばれる。三相不平衡により電圧不平衡が発生した場合、配電線から電力の供給を受けている需要家の機器が故障してしまうことがある。 However, when the power generation device is biased to a specific phase of these three phases and reverse tide is applied from the power generation device to the distribution line, the current of the first phase, the current of the second phase, and the current of the third phase The currents may not be in equilibrium with each other. Such a state is called a three-phase imbalance. When voltage imbalance occurs due to three-phase imbalance, the equipment of the consumer who receives power from the distribution line may break down.

このため、電気事業者は、電圧不平衡が発生してしまう事態を回避するために、発電装置の接続相を管理する必要がある。一方、発電装置の数が膨大であり、配電線が捻架されていることがあるため、発電装置の接続相を一つずつ目視により確認することは、現場の作業員にとって非常に困難である。このような状況の中、急速に普及しつつあるスマートメーターにより計測された各需要家の使用電力量と、センサ内蔵開閉器で計測された三相交流の第一相の電流、第二相の電流及び第三相の電流との相関を解析することにより、発電装置の接続相を判定する技術が開発されている。このような技術の一例としては、例えば、特許文献1に記載されている接続相推定装置が挙げられる。 For this reason, the electric power company needs to manage the connection phase of the power generation device in order to avoid a situation in which voltage imbalance occurs. On the other hand, since the number of power generation devices is enormous and the distribution lines may be twisted, it is very difficult for field workers to visually check the connection phases of the power generation devices one by one. .. Under these circumstances, the amount of power used by each consumer measured by a smart meter, which is rapidly becoming widespread, and the current of the first phase and second phase of three-phase AC measured by a switch with a built-in sensor. A technique for determining the connection phase of a power generation device has been developed by analyzing the correlation between the current and the current of the third phase. As an example of such a technique, for example, the connection phase estimation device described in Patent Document 1 can be mentioned.

この接続相推定装置は、算出部と、判定部とを含む。算出部は、3以上の第1配電線のうちの何れか2つに接続された第2配電線の配下の計測装置で計測された電力量、および、3以上の第1配電線の線電流の各々との相関評価値を、各周波数成分における電力量と線電流の各々との相関値に各周波数成分のスペクトルの大きさに応じた抑圧量を適用して算出する。判定部は、算出部によって算出された複数の相関評価値に基づいて第2配電線の接続相を判定する。 This connection phase estimation device includes a calculation unit and a determination unit. The calculation unit is the amount of electric power measured by the measuring device under the second distribution line connected to any two of the three or more first distribution lines, and the line current of the first distribution line of three or more. The correlation evaluation value with each of the above is calculated by applying the amount of suppression according to the magnitude of the spectrum of each frequency component to the correlation value between the amount of power and the line current in each frequency component. The determination unit determines the connection phase of the second distribution line based on the plurality of correlation evaluation values calculated by the calculation unit.

特開2017−32357号公報JP-A-2017-32357

しかし、この接続相推定装置は、高圧需要家の影響を考慮していないため、高圧需要家が存在する場合、発電装置の接続相の判定を誤ってしまうことがある。 However, since this connection phase estimation device does not consider the influence of the high-voltage consumer, the determination of the connection phase of the power generation device may be erroneous when the high-voltage consumer exists.

そこで、本発明は、低圧需要家だけではなく高圧需要家も配電網から電力の供給を受けていても、発電装置の接続相を精度良く推定することができる接続相推定装置、接続相推定プログラム及び接続相推定方法を提供することを課題とする。 Therefore, the present invention is a connection phase estimation device and a connection phase estimation program that can accurately estimate the connection phase of a power generation device even if not only the low-voltage consumer but also the high-voltage consumer is supplied with electric power from the distribution network. An object of the present invention is to provide a method for estimating the connection phase.

本発明の一態様は、変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流各々を示す変電所電流データ及び前記変電所から三相交流の供給を受けている低圧需要家群が消費する有効電力を示す有効電力データを取得するデータ取得部と、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流と前記有効電力データが示す有効電力とに基づいて、前記変電所から高圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流の合計である第一合計電流を算出し、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々と前記第一合計電流とに基づいて、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する電流算出部と、前記電流算出部により算出された第一相の電流、第二相の電流及び第三相の電流各々と、前記有効電力データが示す有効電力との相関に基づいて、前記変電所が出力する三相交流の第一相の電流が流れる第一配電線、第二相の電流が流れる第二配電線及び第三相の電流が流れる第三配電線のいずれに前記低圧需要家群に含まれる低圧需要家が有する発電装置が接続されているかを推定する接続相推定部と、を備える接続相推定装置である。 One aspect of the present invention is the supply of three-phase AC from the substation and the substation current data indicating each of the three-phase AC first-phase current, second-phase current, and third-phase current output by the substation. A data acquisition unit that acquires active power data indicating the active power consumed by the low-voltage consumer group receiving the power, and the three-phase AC first-phase current, second-phase current, and first phase indicated by the substation current data. Based on the three-phase current and the active power indicated by the active power data, the first-phase current, the second-phase current, and the third-phase of the three-phase AC supplied from the substation to the high-voltage consumer group. The first total current, which is the total of the currents of the above, is calculated, and the first phase current, the second phase current, the third phase current, and the first total current of the three-phase AC shown by the substation current data are calculated. Based on the above, the three-phase AC first-phase current, second-phase current, and third-phase current supplied to the high-pressure consumer group, which are supplied to the high-pressure consumer group. A current calculation unit that calculates the first-phase current, second-phase current, and third-phase current converted to phase-AC voltage, and the first-phase current and second phase calculated by the current calculation unit. Based on the correlation between each of the phase current and the third phase current and the active power indicated by the active power data, the first distribution wire through which the first phase current of the three-phase AC output by the substation flows. A connection phase that estimates which of the second distribution wire through which two-phase current flows and the third distribution wire through which three-phase current flows is connected to the power generation equipment of the low-voltage consumers included in the low-voltage consumer group. It is a connection phase estimation device including an estimation unit.

また、本発明の他の態様は、接続相推定装置において、前記電流算出部は、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々から前記第一合計電流に所定の割合を掛けて得られる電流を差し引くことにより、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する。 Another aspect of the present invention is that in the connection phase estimation device, the current calculation unit uses the three-phase AC first-phase current, second-phase current, and third-phase current indicated by the substation current data. By subtracting the current obtained by multiplying the first total current by a predetermined ratio from each, the first phase current, the second phase current, and the third phase current of the three-phase AC supplied to the low-voltage consumer group are subtracted. The first-phase current, the second-phase current, and the third-phase current, which are the phase currents and are converted into the three-phase AC voltage supplied to the high-pressure consumer group, are calculated.

また、本発明の他の態様は、接続相推定装置において、前記電流算出部は、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々から前記第一合計電流を前記変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流各々で按分した電流各々を差し引くことにより、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する。 Another aspect of the present invention is that in the connection phase estimation device, the current calculation unit uses the substation current data to indicate the three-phase AC first-phase current, second-phase current, and third-phase current. The low-voltage consumer is obtained by subtracting the first total current from each of the three-phase AC first-phase current, second-phase current, and third-phase current output by the substation. The first-phase current, second-phase current, and third-phase current of the three-phase AC supplied to the group, which are converted into the three-phase AC voltage supplied to the high-voltage consumer group. Calculate the current of the first phase, the current of the second phase, and the current of the third phase.

本発明の一態様は、コンピュータに、変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流各々を示す変電所電流データ及び前記変電所から三相交流の供給を受けている低圧需要家群が消費する有効電力を示す有効電力データを取得するデータ取得機能と、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流と前記有効電力データが示す有効電力とに基づいて、前記変電所から高圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流の合計である第一合計電流を算出し、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々と前記第一合計電流とに基づいて、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する電流算出機能と、前記電流算出機能により算出された第一相の電流、第二相の電流及び第三相の電流各々と、前記有効電力データが示す有効電力との相関に基づいて、前記変電所が出力する三相交流の第一相の電流が流れる第一配電線、第二相の電流が流れる第二配電線及び第三相の電流が流れる第三配電線のいずれに前記低圧需要家群に含まれる低圧需要家が有する発電装置が接続されているかを推定する接続相推定機能と、を実現させるための接続相推定プログラムである。 One aspect of the present invention is to provide a computer with substation current data indicating each of the three-phase AC first-phase current, second-phase current, and third-phase current output by the substation, and three-phase from the substation. A data acquisition function that acquires active power data indicating the active power consumed by a group of low-voltage consumers who are supplied with AC, and the three-phase AC first-phase current and second-phase current shown by the substation current data. Based on the current and the current of the third phase and the active power indicated by the active power data, the current of the first phase of the three-phase AC, the current of the second phase, and the current of the second phase supplied from the substation to the high-voltage consumer group. The first total current, which is the total of the currents of the third phase, is calculated, and each of the first phase current, the second phase current, and the third phase current of the three-phase AC shown by the substation current data and the first phase are described. Based on the total current, the three-phase AC first-phase current, second-phase current, and third-phase current supplied to the high-pressure consumer group are supplied to the high-pressure consumer group. A current calculation function that calculates the first-phase current, second-phase current, and third-phase current converted to the three-phase AC voltage, and the first-phase current calculated by the current calculation function. , The first arrangement in which the current of the first phase of the three-phase AC output by the substation flows based on the correlation between each of the current of the second phase and the current of the third phase and the active power indicated by the active power data. It is estimated which of the electric wire, the second distribution electric wire through which the second phase current flows, and the third distribution electric wire through which the third phase current flows is connected to the power generation device owned by the low pressure consumer included in the low pressure consumer group. It is a connection phase estimation program for realizing the connection phase estimation function.

本発明の一態様は、変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流各々を示す変電所電流データ及び前記変電所から三相交流の供給を受けている低圧需要家群が消費する有効電力を示す有効電力データを取得するデータ取得工程と、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流と前記有効電力データが示す有効電力とに基づいて、前記変電所から高圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流の合計である第一合計電流を算出し、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々と前記第一合計電流とに基づいて、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する電流算出工程と、前記電流算出工程において算出された第一相の電流、第二相の電流及び第三相の電流各々と、前記有効電力データが示す有効電力との相関に基づいて、前記変電所が出力する三相交流の第一相の電流が流れる第一配電線、第二相の電流が流れる第二配電線及び第三相の電流が流れる第三配電線のいずれに前記低圧需要家群に含まれる低圧需要家が有する発電装置が接続されているかを推定する接続相推定工程と、を含む接続相推定方法である。 One aspect of the present invention is the supply of three-phase AC from the substation and the substation current data indicating each of the three-phase AC first-phase current, second-phase current, and third-phase current output by the substation. The data acquisition process for acquiring active power data indicating the active power consumed by the low-voltage consumer group receiving the power, and the three-phase AC first-phase current, second-phase current, and first phase indicated by the substation current data. Based on the three-phase current and the active power indicated by the active power data, the first-phase current, the second-phase current, and the third-phase of the three-phase AC supplied from the substation to the high-voltage consumer group. The first total current, which is the total of the currents of the above, is calculated, and the first phase current, the second phase current, the third phase current, and the first total current of the three-phase AC shown by the substation current data are calculated. Based on the above, the three-phase AC first-phase current, second-phase current, and third-phase current supplied to the high-pressure consumer group, which are supplied to the high-pressure consumer group. A current calculation step for calculating the first phase current, the second phase current, and the third phase current converted to the phase AC voltage, and the first phase current calculated in the current calculation step, the second phase. Based on the correlation between each of the phase current and the third phase current and the active power indicated by the active power data, the first distribution wire through which the first phase current of the three-phase AC output by the substation flows. A connection phase that estimates which of the second distribution wire through which two-phase current flows and the third distribution wire through which three-phase current flows is connected to the power generation equipment of the low-voltage consumers included in the low-voltage consumer group. It is a connection phase estimation method including an estimation step.

本発明によれば、低圧需要家だけではなく高圧需要家も配電網から電力の供給を受けていても、発電装置の接続相を精度良く推定することができる。 According to the present invention, not only the low-voltage consumer but also the high-voltage consumer can accurately estimate the connection phase of the power generation device even if the power is supplied from the distribution network.

実施形態に係る配電網の一例を示す図である。It is a figure which shows an example of the distribution network which concerns on embodiment. 実施形態に係る接続相推定装置の機能的な構成の一例を示す図である。It is a figure which shows an example of the functional structure of the connection phase estimation apparatus which concerns on embodiment. 実施形態に係る変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流と、高圧需要家群に供給される三相交流の第一相の電流、第二相の電流及び第三相の電流と、低圧需要家群に供給される三相交流の第一相の電流、第二相の電流及び第三相の電流との関係を説明するための図である。The first-phase current, the second-phase current, and the third-phase current of the three-phase AC output by the substation according to the embodiment, and the first-phase current of the three-phase AC supplied to the high-voltage consumer group. To explain the relationship between the second-phase current and the third-phase current and the three-phase AC first-phase current, second-phase current, and third-phase current supplied to the low-voltage consumer group. It is a figure. 実施形態に係る接続相推定装置により算出された第一相の電流、第二相の電流及び第三相の電流各々と、有効電力データが示す有効電力との相関の一例を示す図である。It is a figure which shows an example of the correlation between each of the 1st phase current, the 2nd phase current and the 3rd phase current calculated by the connection phase estimation apparatus which concerns on embodiment, and the active power shown by active power data. 実施形態に係る接続相推定装置が実行する処理の一例を示すフローチャートである。It is a flowchart which shows an example of the process executed by the connection phase estimation apparatus which concerns on embodiment.

図1から図4を参照しながら、実施形態に係る接続相推定装置の一例について説明する。 An example of the connection phase estimation device according to the embodiment will be described with reference to FIGS. 1 to 4.

まず、図1を参照しながら、実施形態に係る接続相推定装置が適用される配電網の一例について説明する。図1は、実施形態に係る配電網の一例を示す図である。図1に示すように、配電網1は、変電所2と、第一配電線31と、第二配電線32と、第三配電線33と、高圧需要家群4と、低圧需要家群5と、開閉器6とを含む。 First, an example of a power distribution network to which the connection phase estimation device according to the embodiment is applied will be described with reference to FIG. FIG. 1 is a diagram showing an example of a power distribution network according to an embodiment. As shown in FIG. 1, the distribution network 1 includes a substation 2, a first distribution line 31, a second distribution line 32, a third distribution line 33, a high-voltage consumer group 4, and a low-voltage consumer group 5. And the switch 6.

変電所2は、送電線を経由して発電所から送電されてきた三相交流の電圧を所定の電圧、例えば、6600Vに変換し、第一配電線31、第二配電線32及び第三配電線33に三相交流を流す施設である。 The substation 2 converts the three-phase AC voltage transmitted from the power plant via the transmission line to a predetermined voltage, for example, 6600V, and converts the first distribution line 31, the second distribution line 32, and the third distribution line. This is a facility that allows three-phase AC to flow through the electric line 33.

第一配電線31、第二配電線32及び第三配電線33は、電柱に架線されている架空配電線又は地中に埋設されている地中配電線である。第一配電線31は、変電所2が流す三相交流の第一相の電流を流す。同様に、第二配電線32は、変電所2が流す三相交流の第二相の電流を流す。また、第三配電線33は、変電所2が流す三相交流の第三相の電流を流す。 The first distribution line 31, the second distribution line 32, and the third distribution line 33 are overhead distribution lines that are overheaded on utility poles or underground distribution lines that are buried underground. The first distribution line 31 carries the current of the first phase of the three-phase alternating current flowed by the substation 2. Similarly, the second distribution line 32 carries the second phase current of the three-phase alternating current flowed by the substation 2. Further, the third distribution line 33 carries a three-phase alternating current of the third phase, which is passed by the substation 2.

高圧需要家群4は、高圧需要家41、…、高圧需要家4k(k:2以上の自然数)を含む。高圧需要家41、…、高圧需要家4kは、第一配電線31、第二配電線32及び第三配電線33に接続された設備を有しており、6600Vで受電した三相電力を所望の電圧に変換して使用する需要家である。高圧需要家41、…、高圧需要家4kとしては、例えば、工場、大規模なマンションが挙げられる。 The high-voltage consumer group 4 includes high-voltage consumers 41, ..., And high-voltage consumers 4k (k: a natural number of 2 or more). High-voltage consumer 41, ..., High-voltage consumer 4k has equipment connected to the first distribution line 31, the second distribution line 32, and the third distribution line 33, and desires three-phase power received at 6600V. It is a consumer who converts it to the voltage of. High-voltage consumers 41, ..., High-voltage consumers 4k include, for example, factories and large-scale condominiums.

低圧需要家群5は、低圧需要家51、…、低圧需要家5k(k:2以上の自然数)を含む。低圧需要家51、…、低圧需要家5kは、第一配電線31、第二配電線32又は第三配電線33とアースに接続された設備を有しており、6600Vの三相電力を柱上変圧器により200Vの単相電力又は100Vの単相電力に変換した電力を使用する需要家である。低圧需要家51、…、低圧需要家5kとしては、例えば、一般家庭が挙げられる。 The low-pressure consumer group 5 includes low-pressure consumers 51, ..., Low-pressure consumers 5k (k: a natural number of 2 or more). The low-voltage consumer 51, ..., The low-voltage consumer 5k has equipment connected to the first distribution line 31, the second distribution line 32, or the third distribution line 33, and has a three-phase electric power of 6600V. It is a consumer who uses the power converted into 200V single-phase power or 100V single-phase power by the upper transformer. Examples of the low-pressure consumer 51, ..., The low-pressure consumer 5k include ordinary households.

また、図1に示すように、低圧需要家51、…、低圧需要家5kは、それぞれスマートメーター511、…、スマートメーター51kと、発電装置521、…、発電装置52kを有する。スマートメーター511、…、スマートメーター51kは、通信機能を有しており、低圧需要家51、…、低圧需要家5k各々が使用した電力量をデジタルで計測したデータを電気事業者等に送信する。発電装置521、…、発電装置52kは、例えば、太陽光パネル等の分散型電源であり、自身が発電した電力を第一配電線31、第二配電線32及び第三配電線33のいずれかに逆潮する。なお、低圧需要家51、…、低圧需要家5kの少なくとも一つは、それぞれ発電装置521、…、発電装置52kを有していなくてもよい。 Further, as shown in FIG. 1, the low-voltage consumer 51, ..., And the low-voltage consumer 5k have smart meters 511, ..., Smart meters 51k, power generation devices 521, ..., And power generation devices 52k, respectively. The smart meter 511, ..., The smart meter 51k has a communication function, and transmits digitally measured data of the electric energy used by each of the low-voltage consumer 51, ..., and the low-voltage consumer 5k to an electric power company or the like. .. The power generation device 521, ..., The power generation device 52k is, for example, a distributed power source such as a solar panel, and the power generated by itself is used as any one of the first distribution line 31, the second distribution line 32, and the third distribution line 33. The tide goes backwards. It should be noted that at least one of the low-voltage consumer 51, ..., And the low-voltage consumer 5k may not have the power generation device 521, ..., And the power generation device 52k, respectively.

開閉器6は、第一配電線31、第二配電線32及び第三配電線33に三相交流を流す場合と、第一配電線31、第二配電線32及び第三配電線33に三相交流を流さない場合とを切り替えるスイッチである。また、開閉器6は、変電所2が流す三相交流の第一相の電流、第二相の電流及び第三相の電流各々を計測する電流計を含んでいる。この電流計は、例えば、30分間における第一相の電流、第二相の電流及び第三相の電流を計測する。 The switch 6 has a case where three-phase AC is passed through the first distribution line 31, the second distribution line 32 and the third distribution line 33, and three in the first distribution line 31, the second distribution line 32 and the third distribution line 33. It is a switch that switches between the case where phase AC does not flow and the case where it does not flow. Further, the switch 6 includes an ammeter that measures each of the three-phase AC first-phase current, second-phase current, and third-phase current flowing through the substation 2. This ammeter measures, for example, the first phase current, the second phase current, and the third phase current for 30 minutes.

次に、図2から図4を参照しながら、実施形態に係る接続相推定装置について説明する。図2は、実施形態に係る接続相推定装置の機能的な構成の一例を示す図である。図3は、実施形態に係る変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流と、高圧需要家群に供給される三相交流の第一相の電流、第二相の電流及び第三相の電流と、低圧需要家群に供給される三相交流の第一相の電流、第二相の電流及び第三相の電流との関係を説明するための図である。 Next, the connection phase estimation device according to the embodiment will be described with reference to FIGS. 2 to 4. FIG. 2 is a diagram showing an example of a functional configuration of the connection phase estimation device according to the embodiment. FIG. 3 shows the first-phase current, the second-phase current, and the third-phase current of the three-phase AC output by the substation according to the embodiment, and the first of the three-phase AC supplied to the high-voltage consumer group. The relationship between the phase current, the second phase current, and the third phase current, and the first phase current, the second phase current, and the third phase current of the three-phase AC supplied to the low-voltage consumer group. It is a figure for demonstrating.

以下の説明では、変電所が出力する三相交流の第一相の電流I、第二相の電流I及び第三相の電流Iと、高圧需要家群4に供給される三相交流の第一相の電流IuH、第二相の電流IvH及び第三相の電流IwHと、低圧需要家群5に供給される三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLとを使用する。なお、後述するように第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLは、高圧需要家群4に供給されている三相交流の電圧に換算されている電流である。また、これら九つの電流は、例えば、30分間における電流を示しており、時間の経過ともに変化する。 In the following description, the first-phase current I u , the second-phase current I v, and the third-phase current I w of the three-phase AC output from the substation, and the three-phase supplied to the high-voltage consumer group 4 The AC first-phase current I uH , the second-phase current I vH, and the third-phase current I ww, and the three-phase AC first-phase current I uL supplied to the low-voltage consumer group 5. A phase current I vL and a third phase current I wL are used. As will be described later, the first-phase current I uL , the second-phase current I vL, and the third-phase current I wL are converted into the three-phase AC voltage supplied to the high-voltage consumer group 4. Is the current. Further, these nine currents indicate, for example, the currents in 30 minutes, and change with the passage of time.

また、変電所が出力する三相交流の第一相の電流I、第二相の電流I及び第三相の電流Iの合計を変電所電流Iとする。高圧需要家群4に供給される三相交流の第一相の電流IuH、第二相の電流IvH及び第三相の電流IwHの合計を第一合計電流Iとする。低圧需要家群5に供給される三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLの合計を第二合計電流Iとする。変電所電流Iと第一合計電流Iと第二合計電流Iとの間には、次の式(1)で表される関係が成立している。図1に示した変電所2と、高圧需要家群4と、低圧需要家群5との接続関係を考慮すると式(1)が成立することが理解できる。 Further, the sum of the first phase current I u , the second phase current I v, and the third phase current I w of the three-phase alternating current output by the substation is defined as the substation current I. The total of the first phase current I uH , the second phase current I vH, and the third phase current I wH of the three-phase alternating current supplied to the high-voltage consumer group 4 is defined as the first total current I H. The first phase of the current I uL of the three-phase alternating current supplied to the low-pressure customer group 5, the sum of the second phase of the current I vL and third phase of the current I wL and second total current I L. Between the substation current I and the first total current I H and the second sum current I L, the relationship is established as represented by the following formula (1). It can be understood that the equation (1) holds in consideration of the connection relationship between the substation 2 shown in FIG. 1, the high-voltage consumer group 4, and the low-voltage consumer group 5.

Figure 2020141490
Figure 2020141490

また、図3に示すように、変電所が出力する三相交流の第一相の電流Iと、高圧需要家群4に供給される三相交流の第一相の電流IuHと、低圧需要家群5に供給される三相交流の第一相の電流IuLとの間には、次の式(2)で表される関係が成立する。 Further, as shown in FIG. 3, the current I u of the first phase of the three-phase alternating current substation output, the current I uH first phase of the three-phase alternating current supplied to the high-pressure customer group 4, the low-pressure The relationship represented by the following equation (2) is established with the current IuL of the first phase of the three-phase alternating current supplied to the consumer group 5.

Figure 2020141490
Figure 2020141490

さらに、第二相及び第三相についても式(2)と同様の関係、すなわち次の式(3)及び式(4)各々により表される関係が成立する。 Further, for the second phase and the third phase, the same relationship as that of the equation (2), that is, the relationship expressed by each of the following equations (3) and (4) is established.

Figure 2020141490
Figure 2020141490

Figure 2020141490
Figure 2020141490

また、以下の説明では、低圧需要家群5が消費する有効電力、すなわち低圧需要家51、…、低圧需要家5kが消費する有効電力である有効電力Pを使用する。 Further, in the following description, the active power consumed by the low-voltage consumer group 5, that is, the low-voltage consumer 51, ..., The active power P which is the active power consumed by the low-voltage consumer 5k is used.

図2に示すように、接続相推定装置7は、データ取得部71と、電流算出部72と、接続相推定部73とを備える。 As shown in FIG. 2, the connection phase estimation device 7 includes a data acquisition unit 71, a current calculation unit 72, and a connection phase estimation unit 73.

データ取得部71は、変電所電流データ、データ及び有効電力データを取得する。 The data acquisition unit 71 acquires substation current data, data, and active power data.

変電所電流データは、変電所2が出力する三相交流の第一相の電流I、第二相の電流I及び第三相の電流I各々を示すデータである。データ取得部71は、例えば、変電所電流データを記憶しており任意の場所に設置されている記憶媒体又は図1に示した開閉器6に含まれる電流計から変電所電流データを取得する。 The substation current data is data indicating each of the three-phase AC first-phase current I u , the second-phase current I v, and the third-phase current I w output by the substation 2. The data acquisition unit 71 acquires the substation current data from, for example, a storage medium installed at an arbitrary location or an ammeter included in the switch 6 shown in FIG. 1 for storing the substation current data.

有効電力データは、変電所2から三相交流の供給を受けている低圧需要家群5が消費する有効電力である有効電力Pを示すデータである。有効電力Pは、例えば、低圧需要家51、…及び低圧需要家5k各々が30分ごとに消費した有効電力の合計の時系列データである。データ取得部71は、例えば、図1に示したスマートメーター511、…、スマートメーター51k各々がデジタルで計測した電力量から有効電力Pを算出することにより、有効電力データを取得する。或いは、データ取得部71は、有効電力データを記憶しており任意の場所に設置されている記憶媒体から有効電力データを取得してもよい。 The active power data is data showing the active power P, which is the active power consumed by the low-voltage consumer group 5 receiving the supply of three-phase AC from the substation 2. The active power P is, for example, time-series data of the total active power consumed by each of the low-voltage consumer 51, ..., And the low-voltage consumer 5k every 30 minutes. The data acquisition unit 71 acquires the active power data by calculating the active power P from the electric energy digitally measured by each of the smart meter 511, ..., And the smart meter 51k shown in FIG. 1, for example. Alternatively, the data acquisition unit 71 may store the active power data and acquire the active power data from a storage medium installed at an arbitrary location.

電流算出部72は、変電所電流データが示す三相交流の第一相の電流I、第二相の電流I及び第三相の電流Iと有効電力データが示す有効電力Pとに基づいて、変電所2から高圧需要家群4に供給されている三相交流の第一相の電流IuH、第二相の電流IvH及び第三相の電流IwHの合計である第一合計電流Iを算出する。具体的には、電流算出部72は、次の式(5)を使用して第一合計電流Iを算出する。式(5)の第二項に含まれるVの値は、高圧需要家41、…、高圧需要家4k各々に供給される三相交流の電圧6600Vである。また、式(5)の第二項に含まれる有効電力Pは、低圧需要家51、…、低圧需要家5k各々が30分間使用した電力量の合計から算出された有効電力である。これらの電力量は、スマートメーター511、…、スマートメーター51k各々により計測される。さらに、式(5)の第二項に含まれる「2」は、式(5)の第二項に含まれる有効電力Pが30分間に使用された電力量の合計を1時間の電力量の合計に換算するための計数である。 Current calculator 72, the current I u of the first phase of the three-phase alternating current indicated by the substation current data and to the active power P indicated by the second phase of the current I v and the current I w and the effective power data of the third phase Based on this, the first is the sum of the first phase current I uH , the second phase current I vH, and the third phase current I wH of the three-phase AC supplied from the substation 2 to the high-voltage consumer group 4. Calculate the total current I H. Specifically, the current calculation unit 72 calculates the first total current I H using the following equation (5). The value of V included in the second term of the formula (5) is a three-phase alternating current voltage of 6600 V supplied to each of the high-voltage consumer 41, ..., And the high-voltage consumer 4k. Further, the active power P included in the second term of the equation (5) is an active power calculated from the total amount of electric power used by each of the low-voltage consumer 51, ..., And the low-voltage consumer 5k for 30 minutes. These electric energies are measured by smart meters 511, ..., And smart meters 51k, respectively. Further, "2" included in the second term of the formula (5) is the total amount of power used for 30 minutes by the active power P included in the second term of the formula (5) for one hour. It is a count for converting to a total.

Figure 2020141490
Figure 2020141490

そして、電流算出部72は、変電所電流データが示す三相交流の第一相の電流I、第二相の電流I及び第三相の電流I各々と第一合計電流Iとに基づいて、低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。 Then, the current calculation unit 72 sets the current I u of the first phase of the three-phase AC, the current I v of the second phase, the current I w of the third phase, and the first total current I H indicated by the current data of the substation. based on, calculates a first phase current I uL, second phase of the current I vL and third phase current I wL of the three-phase AC which is supplied to the low-pressure customer group 5.

例えば、電流算出部72は、変電所電流データが示す三相交流の第一相の電流I、第二相の電流I及び第三相の電流I各々から第一合計電流Iに所定の割合を掛けて得られる電流を差し引く。これにより、電流算出部72は、低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。具体的には、電流算出部72は、次の式(6)、式(7)及び式(8)を使用して第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。式(6)、式(7)及び式(8)は、所定の割合として1/3を採用している。ただし、所定の割合は、これに限定されるものではなく、種々の補正等が考慮された割合であってもよい。 For example, the current calculation unit 72 converts each of the three-phase AC first-phase current I u , second-phase current I v, and third-phase current I w indicated by the substation current data into the first total current I H. Subtract the current obtained by multiplying by a predetermined ratio. Thus, a current calculation unit 72 calculates a first phase current I uL of a three-phase alternating current is supplied to the low-pressure customer group 5, the second phase of the current I vL and third phase current I wL. Specifically, the current calculation unit 72 uses the following equations (6), (7) and (8) to obtain the first phase current I uL , the second phase current I vL and the third phase current. The current I wL of is calculated. In the formula (6), the formula (7) and the formula (8), 1/3 is adopted as a predetermined ratio. However, the predetermined ratio is not limited to this, and may be a ratio in which various corrections and the like are taken into consideration.

Figure 2020141490
Figure 2020141490

Figure 2020141490
Figure 2020141490

Figure 2020141490
Figure 2020141490

また、式(6)、式(7)及び式(8)各々により算出された第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLは、高圧需要家群に供給されている三相交流の電圧に換算されている電流である。 Further, the first-phase current I uL , the second-phase current I vL, and the third-phase current I wL calculated by the equations (6), (7), and (8) are the high-voltage consumer group. It is the current converted to the voltage of the three-phase alternating current supplied to.

ただし、電流算出部72は、高圧需要家群4に供給されている三相交流の第一相の電流IuHと、第二相の電流IvHと、第三相の電流IwHとが平衡となっていると考えてよい場合、すなわち次の式(9)が成立していると考えてよい場合に式(6)、式(7)及び式(8)を使用する。 However, in the current calculation unit 72, the current I uH of the first phase of the three-phase alternating current supplied to the high-voltage consumer group 4, the current I vH of the second phase, and the current I wH of the third phase are balanced. The equations (6), (7) and (8) are used when it can be considered that the following equation (9) is satisfied.

Figure 2020141490
Figure 2020141490

或いは、電流算出部72は、変電所電流データが示す三相交流の第一相の電流I、第二相の電流I及び第三相の電流I各々から第一合計電流Iを変電所2が出力する三相交流の第一相の電流I、第二相の電流I及び第三相の電流I各々で按分した電流各々を差し引く。これにより、電流算出部72は、低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。 Alternatively, the current calculation unit 72 calculates the first total current I H from each of the three-phase AC first-phase current I u , the second-phase current I v, and the third-phase current I w indicated by the substation current data. Subtract each of the currents proportionally divided by the first phase current I u , the second phase current I v, and the third phase current I w of the three-phase AC output from the substation 2. Thus, a current calculation unit 72 calculates a first phase current I uL of a three-phase alternating current is supplied to the low-pressure customer group 5, the second phase of the current I vL and third phase current I wL.

例えば、電流算出部72は、次の式(10)、式(11)及び式(12)を使用して高圧需要家群4に供給されている三相交流の第一相の電流IuH、第二相の電流IvH及び第三相の電流IwHを算出する。 For example, the current calculation unit 72 uses the following equations (10), (11) and (12) to supply the three-phase alternating current first-phase current IuH to the high-voltage consumer group 4. The current I vH of the second phase and the current I wH of the third phase are calculated.

Figure 2020141490
Figure 2020141490

Figure 2020141490
Figure 2020141490

Figure 2020141490
Figure 2020141490

或いは、電流算出部72は、次の式(13)、式(14)及び式(15)を使用して高圧需要家群4に供給されている三相交流の第一相の電流IuH、第二相の電流IvH及び第三相の電流IwHを算出する。 Alternatively, the current calculation unit 72 uses the following equations (13), (14) and (15) to supply the three-phase alternating current first-phase current IuH , which is supplied to the high-voltage consumer group 4. The current I vH of the second phase and the current I wH of the third phase are calculated.

Figure 2020141490
Figure 2020141490

Figure 2020141490
Figure 2020141490

Figure 2020141490
Figure 2020141490

そして、電流算出部72は、式(10)、式(11)及び式(12)を使用して算出した第一相の電流IuH、第二相の電流IvH及び第三相の電流IwHを次の式(16)、式(17)及び式(18)各々に代入し、低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。或いは、電流算出部72は、式(13)、式(14)及び式(15)を使用して算出した第一相の電流IuH、第二相の電流IvH及び第三相の電流IwHを次の式(16)、式(17)及び式(18)各々に代入し、低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。 Then, the current calculation unit 72 calculates the current I uH of the first phase, the current I vH of the second phase, and the current I of the third phase calculated using the equations (10), (11), and (12). Substituting wH into each of the following equations (16), (17) and (18), the three-phase AC first-phase current IuL and second-phase current supplied to the low-pressure consumer group 5 Calculate I vL and the current I wL of the third phase. Alternatively, the current calculation unit 72 may use the equations (13), (14) and (15) to calculate the first phase current I uH , the second phase current I vH and the third phase current I. Substituting wH into each of the following equations (16), (17) and (18), the three-phase AC first-phase current IuL and second-phase current supplied to the low-pressure consumer group 5 Calculate I vL and the current I wL of the third phase.

Figure 2020141490
Figure 2020141490

Figure 2020141490
Figure 2020141490

Figure 2020141490
Figure 2020141490

これらの方法により算出された第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLは、高圧需要家群に供給されている三相交流の電圧に換算されている電流である。 The first-phase current I uL , the second-phase current I vL, and the third-phase current I wL calculated by these methods are converted into the three-phase AC voltage supplied to the high-voltage consumer group. Is the current.

電流算出部72は、上述した式(9)が成立していると考えられる場合及びが成立していると考えられない場合のいずれであっても、式(10)、式(11)及び式(12)を使用した算出及び式(13)、式(14)及び式(15)を使用した算出を実行してよい。 The current calculation unit 72 has the equation (10), the equation (11) and the equation regardless of whether the above equation (9) is considered to hold or is not considered to hold. Calculations using (12) and calculations using equations (13), (14) and (15) may be performed.

接続相推定部73は、電流算出部72により算出された第一相の電流IuL、第二相の電流IvL及び第三相の電流IwL各々と、有効電力データが示す有効電力Pとの相関に基づいて接続相推定処理を実行する。接続相推定処理は、変電所2が出力する三相交流の第一相の電流Iが流れる第一配電線31、第二相の電流Iが流れる第二配電線32及び第三相の電流Iが流れる第三配電線33のいずれに発電装置521、…、発電装置52k各々が接続されているかを推定する処理である。 The connection phase estimation unit 73 includes the first phase current I uL , the second phase current I vL, and the third phase current I wL calculated by the current calculation unit 72, and the active power P indicated by the active power data. The connection phase estimation process is executed based on the correlation of. The connection phase estimation process is performed on the first distribution line 31 through which the first-phase current Iu of the three-phase AC output from the substation 2 flows, the second distribution line 32 through which the second-phase current Iv flows, and the third phase. This is a process of estimating which of the third distribution line 33 through which the current I w flows is connected to the power generation device 521, ..., And the power generation device 52k.

図4は、実施形態に係る接続相推定装置により算出された第一相の電流、第二相の電流及び第三相の電流各々と、有効電力データが示す有効電力との相関の一例を示す図である。図4は、第一相の電流IuLと有効電力Pとの相関が比較的小さい場合の一例を図4(a)により示している。また、図4は、第二相の電流IvLと有効電力Pとの相関及び第三相の電流IwLと有効電力Pとの相関が比較的大きい場合の一例を図4(b)及び図4(c)により示している。このような場合、接続相推定部73は、発電装置521、…又は発電装置52kが第二相の電流IvL及び第三相の電流IwLに接続されていると推定する。 FIG. 4 shows an example of the correlation between each of the first phase current, the second phase current, and the third phase current calculated by the connection phase estimation device according to the embodiment and the active power indicated by the active power data. It is a figure. FIG. 4 shows an example in which the correlation between the current IuL of the first phase and the active power P is relatively small with reference to FIG. 4A. 4 (b) and FIG. 4 show an example in which the correlation between the second phase current I vL and the active power P and the correlation between the third phase current I wL and the active power P are relatively large. It is shown by 4 (c). In such a case, the connection phase estimation unit 73 estimates that the power generation device 521, ..., Or the power generation device 52k is connected to the current I vL of the second phase and the current I wL of the third phase.

具体的には、接続相推定部73は、例えば、以下に説明する方法で接続相推定処理を実行する。 Specifically, the connection phase estimation unit 73 executes the connection phase estimation process by, for example, the method described below.

接続相推定部73は、低圧需要家群5に供給される三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLと、有効電力Pとに対して区分及びオーバーラップを設定し、区分データを抽出する。この処理は、高速フーリエ変換(FFT:Fast Fourier Transform)による周波数分解を可能にし、評価サンプル数を確保することを可能にすることを目的としている。 The connection phase estimation unit 73 sets the three-phase alternating current I uL , the second phase current I vL, the third phase current I wL, and the active power P, which are supplied to the low-voltage consumer group 5. On the other hand, the division and overlap are set, and the division data is extracted. The purpose of this process is to enable frequency decomposition by Fast Fourier Transform (FFT) and to secure the number of evaluation samples.

接続相推定部73は、第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLと、有効電力Pとに高速フーリエ変換を適用して区分データごとにスペクトル計算を実行する。また、この場合、各スペクトルは、各区分の平均をとることにより平滑化される。これらの処理は、電流算出部72により算出された第一相の電流IuL、第二相の電流IvL及び第三相の電流IwL各々と、有効電力データが示す有効電力Pとの相関の大きさを示す相関係数を算出することを可能にすることを目的としている。 The connection phase estimation unit 73 applies a fast Fourier transform to the first phase current I uL , the second phase current I vL, the third phase current I wL, and the active power P to calculate the spectrum for each division data. To execute. Further, in this case, each spectrum is smoothed by taking the average of each division. In these processes, the correlation between each of the first phase current I uL , the second phase current I vL, and the third phase current I wL calculated by the current calculation unit 72 and the active power P indicated by the active power data. The purpose is to make it possible to calculate a correlation coefficient that indicates the magnitude of.

接続相推定部73は、第一相の電流IuL、第二相の電流IvL及び第三相の電流IwL各々と、有効電力Pとの周波数成分ごとの相関係数を算出する。そして、接続相推定部73は、高周波成分の感度を向上させるため、周波数成分ごとの相関係数に所定のフィルタを適用し、周波数成分ごとの相関係数を補正する。なお、接続相推定部73は、当該所定のフィルタを使用した補正を実行しなくてもよい。 The connection phase estimation unit 73 calculates the correlation coefficient for each frequency component of each of the first phase current I uL , the second phase current I vL, and the third phase current I wL, and the active power P. Then, the connection phase estimation unit 73 applies a predetermined filter to the correlation coefficient for each frequency component in order to improve the sensitivity of the high frequency component, and corrects the correlation coefficient for each frequency component. The connection phase estimation unit 73 does not have to perform the correction using the predetermined filter.

接続相推定部73は、第一相の電流IuL、第二相の電流IvL及び第三相の電流IwL各々について、所定のフィルタを適用して補正した相関係数を全周波数に亘って積分する。これにより、接続相推定部73は、低圧需要家群5に供給される三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwL各々と有効電力Pとの相関係数各々を算出する。この処理は、相関の大きさを総合的に評価することを目的としている。 The connection phase estimation unit 73 applies a predetermined filter to each of the first phase current I uL , the second phase current I vL, and the third phase current I wL , and corrects the correlation coefficient over the entire frequency. To integrate. Thus, the connection phase estimating unit 73, the first phase of the current I uL of the three-phase alternating current supplied to the low-pressure customer group 5, the current I wL each and active power of the second phase of the current I vL and third phase Each correlation coefficient with P is calculated. The purpose of this process is to comprehensively evaluate the magnitude of the correlation.

接続相推定部73は、例えば、第二相の電流IvL及び第三相の電流IwLの相関係数が比較的大きく、第一相の電流IuLの相関係数が比較的小さい場合、発電装置521、…又は発電装置52kが第二相の電流IvL及び第三相の電流IwLに接続されていると推定する。なお、この場合、接続相推定部73は、第二相の電流IvLの相関係数又は第三相の電流IwLの相関係数と第一相の電流IuLの相関係数との差が大きい程、当該推定結果の信頼性が高いと更に推定してもよい。 When, for example, the connection phase estimation unit 73 has a relatively large correlation coefficient between the second phase current I vL and the third phase current I wL and a relatively small correlation coefficient between the first phase current I uL . It is presumed that the power generation device 521, ..., Or the power generation device 52k is connected to the current I vL of the second phase and the current I wL of the third phase. Incidentally, the difference between this case, the connection phase estimator 73, the correlation coefficient of the current I uL of the correlation coefficient and the first phase of the second phase of the current I the correlation coefficient or the three-phase current I wL of vL It may be further estimated that the larger the value is, the higher the reliability of the estimation result is.

次に、図5を参照しながら実施形態に係る接続相推定装置が実行する処理の一例を説明する。図5は、実施形態に係る接続相推定装置が実行する処理の一例を示すフローチャートである。 Next, an example of the processing executed by the connection phase estimation device according to the embodiment will be described with reference to FIG. FIG. 5 is a flowchart showing an example of processing executed by the connection phase estimation device according to the embodiment.

ステップS10において、データ取得部71は、変電所電流データ及び有効電力データを取得する。 In step S10, the data acquisition unit 71 acquires the substation current data and the active power data.

ステップS20において、電流算出部72は、第一合計電流Iを算出する。 In step S20, the current calculation unit 72 calculates the first total current I H.

ステップS30において、電流算出部72は、低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。 In step S30, the current calculation unit 72 calculates a first phase current I uL of a three-phase alternating current is supplied to the low-pressure customer group 5, the second phase of the current I vL and third phase current I wL ..

ステップS40において、接続相推定部73は、ステップS30で算出された第一相の電流IuL、第二相の電流IvL及び第三相の電流IwL各々と、ステップS10で取得された有効電力データが示す有効電力Pとの相関を算出する。 In step S40, the connection phase estimation unit 73 includes the first phase current I uL , the second phase current I vL, and the third phase current I wL calculated in step S30, and the validity acquired in step S10. The correlation with the active power P indicated by the power data is calculated.

ステップS50において、接続相推定部73は、ステップS30で算出された相関に基づいて、第一配電線31、第二配電線32及び第三配電線33のいずれに発電装置521、…又は発電装置52kが接続されているか推定する。 In step S50, the connection phase estimation unit 73 sets the power generation device 521, ..., Or the power generation device to any of the first distribution line 31, the second distribution line 32, and the third distribution line 33 based on the correlation calculated in step S30. Estimate if 52k is connected.

以上、実施形態に係る接続相推定装置7について説明した。接続相推定装置7は、変電所電流データが示す三相交流の第一相の電流I、第二相の電流I及び第三相の電流Iと有効電力Pとに基づいて、高圧需要家群4に供給されている三相交流の第一相の電流IuH、第二相の電流IvH及び第三相の電流IwHの合計である第一合計電流Iを算出する。次に、接続相推定装置7は、変電所電流データが示す三相交流の第一相の電流I、第二相の電流I及び第三相の電流I各々と第一合計電流Iとに基づいて、低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。そして、接続相推定装置7は、第一相の電流IuL、第二相の電流IvL及び第三相の電流IwL各々と、有効電力Pとの相関に基づいて、第一配電線31、第二配電線32及び第三配電線33のいずれに発電装置521、…又は発電装置52kが接続されているかを推定する。つまり、接続相推定装置7は、配電網1から電力の供給を受けている高圧需要家41、…、高圧需要家4kの影響を排除した上で発電装置521、…又は発電装置52kの接続相を推定する。 The connection phase estimation device 7 according to the embodiment has been described above. The connection phase estimation device 7 has a high voltage based on the three-phase AC first-phase current I u , second-phase current I v, third-phase current I w, and active power P indicated by the substation current data. The first total current I H , which is the sum of the first phase current I uH , the second phase current I vH, and the third phase current I wH of the three-phase AC supplied to the consumer group 4, is calculated. Next, the connection phase estimation device 7 uses the substation current data to indicate the three-phase AC first-phase current I u , the second-phase current I v, the third-phase current I w, and the first total current I. based on the H, calculates a first phase current I uL, second phase of the current I vL and third phase current I wL of the three-phase AC which is supplied to the low-pressure customer group 5. The connection phase estimation device 7, a first phase current I uL, and the current I wL each of the second phase of the current I vL and the third phase, based on the correlation between the active power P, the first distribution line 31 , The power generation device 521, ..., Or the power generation device 52k is estimated to which of the second distribution line 32 and the third distribution line 33 is connected. That is, the connection phase estimation device 7 eliminates the influence of the high-voltage consumer 41, ..., The high-voltage consumer 4k, which receives power from the distribution network 1, and then the connection phase of the power generation device 521, ..., Or the power generation device 52k. To estimate.

したがって、接続相推定装置7は、低圧需要家51、…、低圧需要家5kだけではなく高圧需要家41、…、高圧需要家4kも配電網から電力の供給を受けていても、発電装置521、…又は発電装置52kの接続相を精度良く推定することができる。 Therefore, the connection phase estimation device 7 is a power generation device 521 even if not only the low-voltage consumer 51, ..., The low-voltage consumer 5k but also the high-voltage consumer 41, ..., The high-voltage consumer 4k are supplied with power from the distribution network. , ... Or the connection phase of the power generation device 52k can be estimated accurately.

また、接続相推定装置7は、上述した式(6)、式(7)及び式(8)を使用して低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。これにより、接続相推定装置7は、小さな計算負荷で第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出し、発電装置521、…又は発電装置52kの接続相を推定することができる。 Further, the connection phase estimation device 7 uses the above equations (6), (7) and (8) to supply the low-voltage consumer group 5 with the current IuL of the first phase of the three-phase alternating current. , and calculates the current I vL and third phase current I wL of the second phase. Thus, the connection phase estimation device 7, a first phase of the current I uL small calculation load, to calculate the current I vL and third phase current I wL of the second phase, the generator unit 521, ... or generator device 52k Connection phase can be estimated.

また、接続相推定装置7は、上述した式(10)、式(11)及び式(12)を使用して低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。或いは、接続相推定装置7は、上述した式(13)、式(14)及び式(15)を使用して低圧需要家群5に供給されている三相交流の第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを算出する。したがって、接続相推定装置7は、高圧需要家群4に供給されている三相交流の第一相の電流IuHと、第二相の電流IvHと、第三相の電流IwHとが平衡となっていなくても、第一相の電流IuL、第二相の電流IvL及び第三相の電流IwLを正確に算出し、発電装置521、…又は発電装置52kの接続相を精度良く推定することができる。 Further, the connection phase estimation device 7 uses the above equations (10), (11) and (12) to supply the low-voltage consumer group 5 with the current IuL of the first phase of the three-phase alternating current. , and calculates the current I vL and third phase current I wL of the second phase. Alternatively, the connection phase estimation device 7 uses the above equations (13), (14) and (15) to supply the low-voltage consumer group 5 with the current IuL of the first phase of the three-phase alternating current. , and calculates the current I vL and third phase current I wL of the second phase. Therefore, in the connection phase estimation device 7, the current I uH of the first phase of the three-phase AC, the current I vH of the second phase, and the current I wH of the third phase supplied to the high-voltage consumer group 4 are combined. even if not a balanced, first phase of the current I uL, the current I vL and third phase current I wL of the second phase is calculated accurately, the power generation device 521, ... or connected phase of the generator 52k and It can be estimated with high accuracy.

なお、電流算出部72は、接続相推定部73が発電装置521、…又は発電装置52kの接続相を推定した結果に応じて、式(10)、式(11)及び式(12)と、式(13)、式(14)及び式(15)とのいずれを使用するかを決定してもよい。 The current calculation unit 72 includes equations (10), (11), and (12) according to the result of the connection phase estimation unit 73 estimating the connection phase of the power generation device 521, ..., Or the power generation device 52k. It may be determined which of equations (13), (14) and (15) is used.

また、上述した実施形態では、接続相推定装置7が電流算出部72により算出された第一相の電流IuL、第二相の電流IvL及び第三相の電流IwL各々と、有効電力データが示す有効電力Pとの相関に基づいて接続相推定処理を実行する場合を例に挙げて説明したが、これに限定されない。例えば、接続相推定装置7は、開閉器6に含まれる電流計から取得された変電所電流データではなく、接続相推定処理を実行する発電装置521、…又は発電装置52kの上流における三相交流の第一相の電流、第二相の電流及び第三相の電流各々と有効電力Pとの相関に基づいて接続相推定処理を実行してもよい。 Further, in the above embodiment, the connection phase estimation apparatus 7 first phase of the current I uL calculated by the current calculation unit 72, a current I wL each of the second phase of the current I vL and a three-phase, active power The case where the connection phase estimation process is executed based on the correlation with the active power P indicated by the data has been described as an example, but the present invention is not limited to this. For example, the connection phase estimation device 7 is not the substation current data acquired from the ammeter included in the switch 6, but the power generation device 521 that executes the connection phase estimation process, ..., Or the three-phase AC upstream of the power generation device 52k. The connection phase estimation process may be executed based on the correlation between each of the first phase current, the second phase current, and the third phase current and the active power P.

また、上述した実施形態に係るデータ取得部71、電流算出部72及び接続相推定部73の各機能を実現するためのプログラムをコンピュータ読み取り可能な記録媒体に記録させ、この記録媒体に記録されたプログラムをコンピュータシステムに読み込ませて実行することにより、処理を行ってもよい。 Further, a program for realizing each function of the data acquisition unit 71, the current calculation unit 72, and the connection phase estimation unit 73 according to the above-described embodiment is recorded on a computer-readable recording medium and recorded on the recording medium. The process may be performed by loading the program into a computer system and executing it.

ここで言うコンピュータシステムとは、オペレーティング・システム(OS:Operating System)又は周辺機器等のハードウエアを含むものであってもよい。また、コンピュータ読み取り可能な記録媒体とは、例えば、フロッピーディスク、光磁気ディスク、ROM(Read Only Memory)、フラッシュメモリ等の書き込み可能な不揮発性メモリ、DVD(Digital Versatile Disc)等の可搬媒体、コンピュータシステムに内蔵されるハードディスク等の記憶装置、ネットワーク又は通信回線を介してプログラムが送信される場合におけるサーバ又はクライアントとなるコンピュータシステム内部の揮発性メモリのように一定時間プログラムを保持しているものも含む。 The computer system referred to here may include hardware such as an operating system (OS: Operating System) or peripheral devices. The computer-readable recording medium includes, for example, a floppy disk, a photomagnetic disk, a ROM (Read Only Memory), a writable non-volatile memory such as a flash memory, and a portable medium such as a DVD (Digital Versatile Disc). A computer system that holds a program for a certain period of time, such as a volatile memory inside a computer system that serves as a server or client when a program is transmitted via a storage device such as a hard disk built into the computer system, a network, or a communication line. Also includes.

また、上述したプログラムは、このプログラムを記憶装置等に格納したコンピュータシステムから、伝送媒体を介して、又は、伝送媒体中の伝送波により他のコンピュータシステムに伝送されてもよい。ここで、プログラムを伝送する伝送媒体とは、インターネット等のネットワーク又は電話回線等の通信回線のように情報を伝送する機能を有する媒体のことをいう。 Further, the above-mentioned program may be transmitted from a computer system in which this program is stored in a storage device or the like to another computer system via a transmission medium or by a transmission wave in the transmission medium. Here, the transmission medium for transmitting a program means a medium having a function of transmitting information, such as a network such as the Internet or a communication line such as a telephone line.

また、上述したプログラムは、上述した機能の一部を実現するためのものであってもよく、上述した機能の一部をコンピュータシステムに既に記録されているプログラムとの組み合わせで実現できるプログラム、いわゆる差分プログラムであってもよい。上述したプログラムは、例えば、コンピュータが備えるCPU(Central Processing Unit)等のプロセッサにより読み出されて実行される。 Further, the above-mentioned program may be for realizing a part of the above-mentioned functions, and a program that can realize a part of the above-mentioned functions in combination with a program already recorded in the computer system, so-called. It may be a difference program. The above-mentioned program is read and executed by a processor such as a CPU (Central Processing Unit) included in the computer, for example.

以上、本発明の実施形態について図面を参照して詳述したが、具体的な構成はこの実施形態に限られるものではなく、本発明の要旨を逸脱しない範囲内において種々の変形、置換又は設計変更を加えることができる。また、上述した実施形態に記載の構成を組み合わせてもよい。 Although the embodiment of the present invention has been described in detail with reference to the drawings, the specific configuration is not limited to this embodiment, and various modifications, substitutions or designs are made without departing from the gist of the present invention. You can make changes. Further, the configurations described in the above-described embodiments may be combined.

1…配電網、2…変電所、31…第一配電線、32…第二配電線、33…第三配電線、4…高圧需要家群、41,…,4k…高圧需要家、5…低圧需要家群、51,…,5k…低圧需要家、511,…,51k…スマートメーター、521,…,52k…発電装置、6…開閉器、7…接続相推定装置、71…データ取得部、72…電流算出部、73…接続相推定部 1 ... Distribution network, 2 ... Substation, 31 ... First distribution line, 32 ... Second distribution line, 33 ... Third distribution line, 4 ... High voltage consumer group, 41, ..., 4k ... High voltage consumer, 5 ... Low-voltage consumer group, 51, ..., 5k ... Low-voltage consumer, 511, ..., 51k ... Smart meter, 521, ..., 52k ... Power generation device, 6 ... Switch, 7 ... Connection phase estimation device, 71 ... Data acquisition unit , 72 ... Current calculation unit, 73 ... Connection phase estimation unit

Claims (5)

変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流各々を示す変電所電流データ及び前記変電所から三相交流の供給を受けている低圧需要家群が消費する有効電力を示す有効電力データを取得するデータ取得部と、
前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流と前記有効電力データが示す有効電力とに基づいて、前記変電所から高圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流の合計である第一合計電流を算出し、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々と前記第一合計電流とに基づいて、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する電流算出部と、
前記電流算出部により算出された第一相の電流、第二相の電流及び第三相の電流各々と、前記有効電力データが示す有効電力との相関に基づいて、前記変電所が出力する三相交流の第一相の電流が流れる第一配電線、第二相の電流が流れる第二配電線及び第三相の電流が流れる第三配電線のいずれに前記低圧需要家群に含まれる低圧需要家が有する発電装置が接続されているかを推定する接続相推定部と、
を備える接続相推定装置。
Substation current data showing each of the three-phase AC first-phase current, second-phase current, and third-phase current output by the substation, and low-voltage consumers receiving three-phase AC supply from the substation. A data acquisition unit that acquires active power data indicating the active power consumed by the group,
High-voltage consumer group from the substation based on the first-phase current, second-phase current, and third-phase current of the three-phase AC indicated by the substation current data and the active power indicated by the active power data. The first total current, which is the sum of the first phase current, the second phase current, and the third phase current of the three-phase AC supplied to the substation current data, is calculated, and the third phase AC current indicated by the substation current data is calculated. Based on each of the one-phase current, the second-phase current, and the third-phase current and the first total current, the first-phase current of the three-phase AC supplied to the low-voltage consumer group, the second Phase current and third phase current, which are converted into the three-phase AC voltage supplied to the high-voltage consumer group, the first phase current, the second phase current, and the third phase current. And the current calculation unit that calculates
The substation outputs three based on the correlation between each of the first phase current, the second phase current, and the third phase current calculated by the current calculation unit and the active power indicated by the active power data. Low pressure included in the low-voltage consumer group in any of the first distribution wire through which the first phase current of the phase AC flows, the second distribution wire through which the second phase current flows, and the third distribution wire through which the third phase current flows. A connection phase estimation unit that estimates whether the power generation equipment owned by the consumer is connected,
A connection phase estimator comprising.
前記電流算出部は、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々から前記第一合計電流に所定の割合を掛けて得られる電流を差し引くことにより、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する、
請求項1に記載の接続相推定装置。
The current calculation unit is obtained by multiplying the first total current by a predetermined ratio from each of the first phase current, the second phase current, and the third phase current of the three-phase AC indicated by the substation current data. By subtracting the current, the three-phase AC first-phase current, second-phase current, and third-phase current supplied to the low-voltage consumer group are supplied to the high-voltage consumer group. Calculate the first-phase current, second-phase current, and third-phase current converted to the three-phase AC voltage.
The connection phase estimation device according to claim 1.
前記電流算出部は、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々から前記第一合計電流を前記変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流各々で按分した電流各々を差し引くことにより、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する、
請求項1に記載の接続相推定装置。
The current calculation unit outputs the first total current from each of the first phase current, the second phase current, and the third phase current of the three-phase AC indicated by the substation current data. The current of the first phase of the three-phase AC supplied to the low-voltage consumer group by subtracting the current proportionally divided by the current of the first phase of the AC, the current of the second phase, and the current of the third phase. The first phase current, the second phase current, and the third phase current, which are the second phase current and the third phase current and are converted into the three-phase AC voltage supplied to the high-voltage consumer group. Calculate the current of
The connection phase estimation device according to claim 1.
コンピュータに、
変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流各々を示す変電所電流データ及び前記変電所から三相交流の供給を受けている低圧需要家群が消費する有効電力を示す有効電力データを取得するデータ取得機能と、
前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流と前記有効電力データが示す有効電力とに基づいて、前記変電所から高圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流の合計である第一合計電流を算出し、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々と前記第一合計電流とに基づいて、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する電流算出機能と、
前記電流算出機能により算出された第一相の電流、第二相の電流及び第三相の電流各々と、前記有効電力データが示す有効電力との相関に基づいて、前記変電所が出力する三相交流の第一相の電流が流れる第一配電線、第二相の電流が流れる第二配電線及び第三相の電流が流れる第三配電線のいずれに前記低圧需要家群に含まれる低圧需要家が有する発電装置が接続されているかを推定する接続相推定機能と、
を実現させるための接続相推定プログラム。
On the computer
Substation current data showing each of the three-phase AC first-phase current, second-phase current, and third-phase current output by the substation, and low-voltage consumers receiving three-phase AC supply from the substation. A data acquisition function that acquires active power data indicating the active power consumed by the group, and
High-voltage consumer group from the substation based on the first-phase current, second-phase current, and third-phase current of the three-phase AC indicated by the substation current data and the active power indicated by the active power data. The first total current, which is the sum of the first phase current, the second phase current, and the third phase current of the three-phase AC supplied to the substation current data, is calculated, and the third phase AC current indicated by the substation current data is calculated. Based on each of the one-phase current, the second-phase current, and the third-phase current and the first total current, the first-phase current of the three-phase AC supplied to the low-voltage consumer group, the second Phase current and third phase current, which are converted into the three-phase AC voltage supplied to the high-voltage consumer group, the first phase current, the second phase current, and the third phase current. With the current calculation function to calculate
The substation outputs three based on the correlation between each of the first phase current, the second phase current, and the third phase current calculated by the current calculation function and the active power indicated by the active power data. Low pressure included in the low-voltage consumer group in any of the first distribution wire through which the first phase current of the phase AC flows, the second distribution wire through which the second phase current flows, and the third distribution wire through which the third phase current flows. A connection phase estimation function that estimates whether the power generation equipment owned by the consumer is connected,
Connection phase estimation program to realize.
変電所が出力する三相交流の第一相の電流、第二相の電流及び第三相の電流各々を示す変電所電流データ及び前記変電所から三相交流の供給を受けている低圧需要家群が消費する有効電力を示す有効電力データを取得するデータ取得工程と、
前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流と前記有効電力データが示す有効電力とに基づいて、前記変電所から高圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流の合計である第一合計電流を算出し、前記変電所電流データが示す三相交流の第一相の電流、第二相の電流及び第三相の電流各々と前記第一合計電流とに基づいて、前記低圧需要家群に供給されている三相交流の第一相の電流、第二相の電流及び第三相の電流であって、前記高圧需要家群に供給されている三相交流の電圧に換算されている第一相の電流、第二相の電流及び第三相の電流を算出する電流算出工程と、
前記電流算出工程において算出された第一相の電流、第二相の電流及び第三相の電流各々と、前記有効電力データが示す有効電力との相関に基づいて、前記変電所が出力する三相交流の第一相の電流が流れる第一配電線、第二相の電流が流れる第二配電線及び第三相の電流が流れる第三配電線のいずれに前記低圧需要家群に含まれる低圧需要家が有する発電装置が接続されているかを推定する接続相推定工程と、
を含む接続相推定方法。
Substation current data showing each of the three-phase AC first-phase current, second-phase current, and third-phase current output by the substation, and low-voltage consumers receiving three-phase AC supply from the substation. A data acquisition process for acquiring active power data indicating the active power consumed by the group, and
High-voltage consumer group from the substation based on the first-phase current, second-phase current, and third-phase current of the three-phase AC indicated by the substation current data and the active power indicated by the active power data. The first total current, which is the sum of the first phase current, the second phase current, and the third phase current of the three-phase AC supplied to the substation current data, is calculated, and the third phase AC current indicated by the substation current data is calculated. Based on each of the one-phase current, the second-phase current, and the third-phase current and the first total current, the first-phase current of the three-phase AC supplied to the low-voltage consumer group, the second Phase current and third phase current, which are converted into the three-phase AC voltage supplied to the high-voltage consumer group, the first phase current, the second phase current, and the third phase current. And the current calculation process to calculate
The substation outputs three based on the correlation between each of the first phase current, the second phase current, and the third phase current calculated in the current calculation step and the active power indicated by the active power data. Low pressure included in the low-voltage consumer group in any of the first distribution wire through which the first phase current of the phase AC flows, the second distribution wire through which the second phase current flows, and the third distribution wire through which the third phase current flows. A connection phase estimation process that estimates whether the power generation equipment owned by the consumer is connected, and
Connection phase estimation method including.
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