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JP6337690B2 - Arrangement position calculation device, control method and program for arrangement position calculation device - Google Patents
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JP6337690B2 - Arrangement position calculation device, control method and program for arrangement position calculation device - Google Patents

Arrangement position calculation device, control method and program for arrangement position calculation device Download PDF

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JP6337690B2
JP6337690B2 JP2014170852A JP2014170852A JP6337690B2 JP 6337690 B2 JP6337690 B2 JP 6337690B2 JP 2014170852 A JP2014170852 A JP 2014170852A JP 2014170852 A JP2014170852 A JP 2014170852A JP 6337690 B2 JP6337690 B2 JP 6337690B2
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arrangement position
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JP2016046956A (en
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章弘 大井
章弘 大井
祐一 島崎
祐一 島崎
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Fuji Electric Co Ltd
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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
    • Y02E60/00Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
    • 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
    • Y04S10/14Energy storage units

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Description

本発明は、配置位置算出装置、配置位置算出装置の制御方法及びプログラムに関する。   The present invention relates to an arrangement position calculation device, a method for controlling an arrangement position calculation device, and a program.

近年、再生可能エネルギーを用いた発電設備の急速な普及に伴い、電力系統の安定化に対する関心が高まっている。そして、電力系統の安定性を向上させる様々な取組みの一つとして、電力系統への蓄電設備の設置が進められている。   In recent years, with the rapid spread of power generation facilities using renewable energy, there is an increasing interest in stabilizing the power system. And as one of the various efforts to improve the stability of the power system, installation of power storage facilities in the power system is being promoted.

電力系統へ蓄電設備を設置することにより、例えば電力消費量の少ない時間帯に電力を蓄電設備に蓄えておき、電力消費量の多い時間帯に蓄電設備から電力を供給するような運用を行うことで、発電設備による発電量を平準化させることができ、電力系統の安定性を向上させることが可能となる。   By installing power storage equipment in the power system, for example, power is stored in the power storage equipment during times when power consumption is low, and power is supplied from the power storage equipment during times when power consumption is high. Thus, the amount of power generated by the power generation facility can be leveled, and the stability of the power system can be improved.

電力系統へ蓄電設備を導入する場合には、蓄電設備を設置した場合に電力系統の状態がどのように変化するかを考慮する必要があるが、このような影響を考察するための手法として、最適潮流計算が用いられている。   When introducing power storage equipment to the power system, it is necessary to consider how the state of the power system changes when the power storage equipment is installed. Optimal power flow calculation is used.

最適潮流計算とは、電力系統の運用制約を維持し、燃料費コストや送電ロスなどが最小となるような電力系統の構成要素に対する操作量(発電設備出力、端子電圧、調相設備操作量)を計算する手法である。   Optimal power flow calculation is the amount of operation for power system components that maintain the power system operation constraints and minimize fuel cost costs and transmission loss (power generation facility output, terminal voltage, phase adjustment facility operation amount) Is a method of calculating

燃料費コストや送電ロスといった運用状態を目的関数として与え、電力系統の運用制約を制約条件として与え、操作量を状態変数として与えたとき、最適潮流計算は制約条件付き最適化問題となる(例えば特許文献1を参照)。   When operating conditions such as fuel cost and transmission loss are given as objective functions, operating constraints of the power system are given as constraints, and manipulated variables are given as state variables, the optimal power flow becomes a constrained optimization problem (for example, (See Patent Document 1).

また電力系統に蓄電設備を配置した場合の影響は、蓄電設備の配置位置によって大きく変わるため、蓄電設備の配置位置の決定を支援するための技術も開発されている(例えば特許文献2を参照)。   In addition, since the influence when the storage facility is arranged in the power system varies greatly depending on the arrangement position of the storage facility, a technique for supporting the determination of the arrangement position of the storage facility has also been developed (see, for example, Patent Document 2). .

特開2006−174564号公報JP 2006-174564 A 特開2013−143839号公報JP 2013-143839 A

しかしながら、電力系統は、発電設備や変電設備、負荷設備、変圧器などの数多くの設備が送配電線を介して広大な地域に亘ってネットワーク状に接続されて構成されているため、蓄電設備の配置位置を決めるためには、長時間にわたる膨大な量の計算を行う必要がある。また電力系統に導入する蓄電設備が複数ある場合には、多変数問題を解くことになり、ますます計算量が増大する。   However, the power system is composed of a large number of facilities such as power generation facilities, substation facilities, load facilities, and transformers connected over a vast area via a transmission and distribution line. In order to determine the arrangement position, it is necessary to perform a huge amount of calculation over a long period of time. In addition, when there are a plurality of power storage facilities to be introduced into the power system, the multivariable problem is solved, and the amount of calculation increases more and more.

そのようなことから、電力系統に蓄電設備を配置するにあたり、蓄電設備の配置位置をより効率的に算出することを可能とする技術が求められている。   For this reason, there is a need for a technique that can more efficiently calculate the location of the storage facility when the storage facility is disposed in the power system.

本発明はこのような課題を鑑みてなされたものであり、電力系統に蓄電設備を配置する際の配置位置をより効率的に算出することが可能な配置位置算出装置、配置位置算出装置の制御方法及びプログラムを提供することを一つの目的とする。   The present invention has been made in view of such problems, and an arrangement position calculation device and an arrangement position calculation device that can more efficiently calculate an arrangement position when an electric storage facility is arranged in an electric power system. One object is to provide a method and a program.

上記課題を解決するための手段の一つは、電力系統に蓄電設備を配置する際の配置位置を算出する配置位置算出装置であって、前記電力系統の構成及び各構成要素の電気的特性を表す系統情報を取得する系統情報取得部と、前記蓄電設備の電気的特性を表す蓄電設備情報を取得する蓄電設備情報取得部と、前記系統情報及び前記蓄電設備情報を用いて、前記電力系統内に前記蓄電設備を配置した場合の前記電力系統に関する所定の指標値を算出し、前記指標値が所定値になるような前記蓄電設備の配置位置を求める配置位置算出部と、を備え、前記配置位置算出部は、複数の前記蓄電設備を前記電力系統に配置する場合には、一つの前記蓄電設備の配置位置を求めるごとに、前記蓄電設備が前記電力系統の構成要素として前記配置位置に配置されているように前記系統情報を更新してから、次の前記蓄電設備の配置位置を求めるように、順に一つずつ前記蓄電設備の配置位置を求める。
One of means for solving the above problem is an arrangement position calculation device for calculating an arrangement position when the storage facility is arranged in the electric power system, wherein the electric power system configuration and the electrical characteristics of each component are obtained. A system information acquisition unit that acquires system information to represent, a power storage facility information acquisition unit that acquires power storage facility information representing the electrical characteristics of the power storage facility, and the system information and the power storage facility information. wherein calculating a predetermined index value for the power system in the case where a power storage equipment, and a position calculating unit that the index value is determined arrangement positions of the power storage equipment, such as a predetermined value, the arrangement When the plurality of power storage facilities are arranged in the power system, the position calculation unit arranges the power storage facility at the arrangement position as a component of the power system every time the arrangement position of the one power storage facility is obtained. Is after updating the system information as, to determine the position of the next of said power storage equipment, Ru seek position one by one the energy storage equipment in order.

その他、本願が開示する課題、及びその解決方法は、発明を実施するための形態の欄の記載、及び図面の記載等により明らかにされる。   In addition, the problems disclosed by the present application and the solutions thereof will be clarified by the description in the column of the embodiment for carrying out the invention and the description of the drawings.

本発明によれば、電力系統に蓄電設備を配置する際の配置位置をより効率的に算出することが可能になる。   ADVANTAGE OF THE INVENTION According to this invention, it becomes possible to calculate more efficiently the arrangement position at the time of arrange | positioning electrical storage equipment in an electric power grid | system.

配置位置算出装置のハードウェア構成を示す図である。It is a figure which shows the hardware constitutions of an arrangement position calculation apparatus. 配置位置算出装置の機能構成を示す図である。It is a figure which shows the function structure of an arrangement position calculation apparatus. 配置位置算出装置の記憶装置を示す図である。It is a figure which shows the memory | storage device of an arrangement position calculation apparatus. 電力系統を示す図である。It is a figure which shows an electric power grid | system. 縮約後の電力系統を示す図である。It is a figure which shows the electric power system after reduction. 負荷設備Lの電力消費量の予測値を示す図である。It is a figure which shows the predicted value of the power consumption of the load installation. 電力系統に蓄電設備Bを配置した場合のコスト削減効果を示す図である。It is a figure which shows the cost reduction effect at the time of arrange | positioning the electrical storage equipment B in an electric power grid | system. 蓄電設備Bの最適な配置位置の出力結果を示す図である。It is a figure which shows the output result of the optimal arrangement position of the electrical storage equipment. 電力系統に蓄電設備Bを配置した場合のコスト削減効果を示す図である。It is a figure which shows the cost reduction effect at the time of arrange | positioning the electrical storage equipment B in an electric power grid | system. 蓄電設備Bの最適な配置位置の出力結果を示す図である。It is a figure which shows the output result of the optimal arrangement position of the electrical storage equipment. 配置位置算出装置の処理の流れを示すフローチャートである。It is a flowchart which shows the flow of a process of an arrangement position calculation apparatus.

本明細書および添付図面の記載により、少なくとも以下の事項が明らかとなる。   At least the following matters will become apparent from the description of this specification and the accompanying drawings.

=電力系統=
本実施形態に係る電力系統1000は、図4に示すように、発電設備G1から発電設備G10の発電設備が送電線路(送配電線)Tにより接続されて構成される。
= Power system =
As shown in FIG. 4, the power system 1000 according to the present embodiment is configured by connecting the power generation facilities from the power generation facilities G <b> 1 to the power generation facility G <b> 10 through a power transmission line (transmission and distribution line) T.

そして電力系統1000は、発電設備G1と発電設備G10との間を結ぶ電力系統を上位系統とし、この上位系統上に設けられる分岐点(B)〜(H)からそれぞれ下位系統が分岐している。   In the power system 1000, the power system connecting the power generation equipment G1 and the power generation equipment G10 is a higher system, and the lower systems are branched from branch points (B) to (H) provided on the upper system. .

各下位系統は、各分岐点(B)〜(H)において上位系統から分岐して、それぞれ発電設備G2〜発電設備G9に接続されている。   Each lower system branches from the upper system at each branch point (B) to (H) and is connected to the power generation equipment G2 to the power generation equipment G9, respectively.

また図4には詳細には記載されていないが、電力系統1000には、電力を消費する負荷設備Lや、電力の位相を制御する調相設備S、蓄電設備B、変圧器H、太陽光発電設備PV等の分散型電源などの様々な設備が設置されている。   Although not described in detail in FIG. 4, the power system 1000 includes a load facility L that consumes power, a phase adjusting facility S that controls the phase of power, a power storage facility B, a transformer H, and solar power. Various facilities such as a distributed power source such as a power generation facility PV are installed.

なお以下の説明において、発電設備G1から発電設備G10を区別して説明する必要がない場合には、まとめて発電設備Gと記す。   In the following description, when it is not necessary to distinguish between the power generation equipment G1 and the power generation equipment G10, they are collectively referred to as the power generation equipment G.

=配置位置算出装置の構成=
本実施形態に係る配置位置算出装置100は、バッテリなどの蓄電装置を一つ以上有して構成される蓄電設備Bを電力系統1000に新たに配置する際の配置位置を算出する装置である。
= Configuration of arrangement position calculation device =
The arrangement position calculation apparatus 100 according to the present embodiment is an apparatus that calculates an arrangement position when a power storage facility B configured to include one or more power storage devices such as a battery is newly arranged in the power system 1000.

なお電力系統1000には、蓄電設備Bがパッケージ単位に配置される。1パッケージの蓄電設備Bには一つ以上の蓄電装置が含まれるが、以下の説明において、1パッケージの蓄電設備Bを一つの蓄電設備Bと記す。   In power system 1000, power storage equipment B is arranged in units of packages. One package of power storage equipment B includes one or more power storage devices. In the following description, one package of power storage equipment B is referred to as one power storage equipment B.

次に、本実施形態に係る配置位置算出装置100の全体構成を図1及び図2に示す。図1は、配置位置算出装置100のハードウェア構成を説明するための図であり、図2は、配置位置算出装置100の機能構成を説明するための図である。   Next, the entire configuration of the arrangement position calculation apparatus 100 according to the present embodiment is shown in FIGS. FIG. 1 is a diagram for explaining a hardware configuration of the arrangement position calculation apparatus 100, and FIG. 2 is a diagram for explaining a functional configuration of the arrangement position calculation apparatus 100.

図1に示すように、本実施形態に係る配置位置算出装置100は、CPU(Central Processing Unit)110、メモリ120、通信装置130、記憶装置140、入力装置150、出力装置160及び記録媒体読取装置170を有して構成されるコンピュータである。   As shown in FIG. 1, an arrangement position calculation apparatus 100 according to the present embodiment includes a CPU (Central Processing Unit) 110, a memory 120, a communication apparatus 130, a storage apparatus 140, an input apparatus 150, an output apparatus 160, and a recording medium reading apparatus. The computer is configured to include 170.

CPU110は配置位置算出装置100の全体の制御を司るもので、記憶装置140に記憶される本実施形態に係る各種の動作を行うためのコードから構成される制御プログラム600をメモリ120に読み出して実行することにより、配置位置算出装置100としての各種機能を実現する。   The CPU 110 is responsible for overall control of the arrangement position calculation device 100, and reads out and executes a control program 600 composed of codes for performing various operations according to the present embodiment stored in the storage device 140 to the memory 120. By doing so, various functions as the arrangement position calculating device 100 are realized.

例えば、詳細は後述するが、CPU110により制御プログラム600が実行され、メモリ120や通信装置130、記憶装置140等のハードウェア機器と協働することにより、取得部101、配置位置算出部102などが実現される。   For example, although the details will be described later, the control program 600 is executed by the CPU 110 and cooperates with hardware devices such as the memory 120, the communication device 130, and the storage device 140, whereby the acquisition unit 101, the arrangement position calculation unit 102, and the like. Realized.

メモリ120は例えば半導体記憶装置により構成することができる。   The memory 120 can be configured by a semiconductor memory device, for example.

通信装置130は、ネットワークカードなどのネットワークインタフェースである。通信装置130は、インターネットやLAN(Local Area Network)などのネットワークを介して他のコンピュータからデータを受信し、受信したデータを記憶装置140やメモリ120に記憶する。また通信装置130は、記憶装置140やメモリ120に記憶されているデータを、ネットワークを介して他のコンピュータへ送信する。   The communication device 130 is a network interface such as a network card. The communication device 130 receives data from another computer via a network such as the Internet or a LAN (Local Area Network), and stores the received data in the storage device 140 or the memory 120. Further, the communication device 130 transmits data stored in the storage device 140 or the memory 120 to another computer via the network.

入力装置150は、キーボードやマウス、マイク等の装置であり、配置位置算出装置100の操作者による情報の入力を受け付けるための装置である。出力装置160は、LCD(Liquid Crystal Display)やプリンタ、スピーカ等の装置であり、情報を出力するための装置である。   The input device 150 is a device such as a keyboard, a mouse, and a microphone, and is a device for accepting input of information by an operator of the arrangement position calculation device 100. The output device 160 is a device such as an LCD (Liquid Crystal Display), a printer, or a speaker, and is a device for outputting information.

記憶装置140は、例えばハードディスク装置や半導体記憶装置等により構成することができる。記憶装置140は、各種プログラムやデータ、テーブル等を記憶するための記憶領域を提供する装置である。図3には、記憶装置140に制御プログラム600及びデータ記憶部700が記憶されている様子を示す。   The storage device 140 can be constituted by, for example, a hard disk device or a semiconductor storage device. The storage device 140 is a device that provides a storage area for storing various programs, data, tables, and the like. FIG. 3 shows a state where the control program 600 and the data storage unit 700 are stored in the storage device 140.

なお、制御プログラム600は、記録媒体読取装置170を用いて、記録媒体(各種の光ディスクや磁気ディスク、半導体メモリ等)800から記憶装置140に読み出すことで、配置位置算出装置100に格納されるようにすることもできるし、通信装置130を介して通信可能に接続される他のコンピュータから取得することで、配置位置算出装置100に格納されるようにすることもできる。   The control program 600 is read from the recording medium (various optical disks, magnetic disks, semiconductor memories, etc.) 800 to the storage device 140 by using the recording medium reader 170, and is stored in the arrangement position calculation apparatus 100. It can also be stored in the arrangement position calculation device 100 by obtaining from another computer that is communicably connected via the communication device 130.

またデータ記憶部700には、後述する配置位置算出部102によって参照される目的関数や制約条件、負荷設備Lの所定時間毎の電力消費量の予測値、系統データ(系統情報)などが記憶されている。これらの詳細については後述する。   In addition, the data storage unit 700 stores an objective function and constraint conditions that are referred to by an arrangement position calculation unit 102 to be described later, a predicted value of power consumption for each predetermined time of the load facility L, system data (system information), and the like. ing. Details of these will be described later.

次に、図2に示すように、本実施形態に係る配置位置算出装置100は、取得部101、配置位置算出部102の各機能ブロックを備えて構成されている。   Next, as illustrated in FIG. 2, the arrangement position calculation apparatus 100 according to the present embodiment includes the functional blocks of an acquisition unit 101 and an arrangement position calculation unit 102.

取得部101は、電力系統1000の構成及び各構成要素の電気的特性を表す系統データ(系統情報)や、電力系統1000に新たに配置される蓄電設備Bの有効電力や無効電力などの電気的特性を示す蓄電設備情報を、入力装置150、あるいは通信装置130から取得して、データ記憶部700に記憶する。   The acquisition unit 101 includes system data (system information) representing the configuration of the power system 1000 and the electrical characteristics of each component, and electrical power such as active power and reactive power of the power storage equipment B newly arranged in the power system 1000. The storage facility information indicating the characteristics is acquired from the input device 150 or the communication device 130 and stored in the data storage unit 700.

系統データは、例えば、上位系統や下位系統における送電線路Tの長さや線路インピーダンス、負荷設備Lの位置や有効電力及び無効電力、発電設備G1〜G10の位置や燃料費係数(円/kWh等の指標)、有効電力及び無効電力、電力系統1000に設置済みの蓄電設備Bの位置や有効電力や無効電力、調相設備Sの位置や容量、ノード電圧に対する上下限値等を含む。   The system data includes, for example, the length and line impedance of the transmission line T in the upper system and the lower system, the position and active power and reactive power of the load facility L, the position of the power generation facilities G1 to G10, and the fuel cost coefficient (yen / kWh, etc. Indices), active power and reactive power, the position and active power and reactive power of the power storage equipment B installed in the power system 1000, the position and capacity of the phase adjusting equipment S, the upper and lower limit values for the node voltage, and the like.

また取得部101は、配置位置算出装置100が最適潮流計算を行う際に用いる、発電設備Gの発電コストを算出するための目的関数や、発電設備G及び蓄電設備B等の電力系統1000の各構成要素の運転時の制約条件を、入力装置150あるいは通信装置130から取得して、データ記憶部700に記憶する。   In addition, the acquisition unit 101 uses an objective function for calculating the power generation cost of the power generation equipment G, which is used when the arrangement position calculation device 100 performs the optimal power flow calculation, and each of the power systems 1000 such as the power generation equipment G and the power storage equipment B. The constraint conditions during operation of the component are acquired from the input device 150 or the communication device 130 and stored in the data storage unit 700.

さらに取得部101は、負荷設備Lの電力消費量の所定時間毎(例えば1時間毎)の予測値、太陽光発電設備PVの発電量の所定時間毎の予測値などの電力需給に関する情報を、入力装置150あるいは通信装置130から取得して、データ記憶部700に記憶する。一例として、負荷設備Lの一日における電力消費量の所定時間毎の予測値を図6に示す。   Furthermore, the acquisition unit 101 includes information on power supply and demand, such as a predicted value of the power consumption of the load facility L every predetermined time (for example, every hour), a predicted value of the power generation amount of the solar power generation facility PV every predetermined time, Obtained from the input device 150 or the communication device 130 and stored in the data storage unit 700. As an example, FIG. 6 shows a predicted value of power consumption per day of the load facility L every predetermined time.

なお上記の目的関数は、電力系統1000に関する所定の指標値を算出するものであり、本実施形態では、一例として発電コストを算出するものとしている。目的関数は、他にも例えば、送電ロスや一日当たりの電圧安定性、無効電力損失(遅れ)、二酸化炭素(CO2)排出量、系統操作量を示す指標値を算出するものであってもよい。   The objective function described above is for calculating a predetermined index value related to the power system 1000, and in this embodiment, the power generation cost is calculated as an example. In addition, the objective function may calculate an index value indicating, for example, power transmission loss, voltage stability per day, reactive power loss (delay), carbon dioxide (CO2) emissions, and system operation amount. .

次に、配置位置算出部102は、負荷設備Lの電力消費量の所定時間毎の予測値、太陽光発電設備PVの発電量の所定時間毎の予測値、系統データ、蓄電設備情報を用いて、制約条件を満たしつつ目的関数の値を所定値(例えば最小値あるいは最大値)にするような、蓄電設備Bの配置位置を算出する。   Next, the arrangement position calculation unit 102 uses the predicted value of the power consumption of the load facility L every predetermined time, the predicted value of the power generation amount of the photovoltaic power generation facility PV every predetermined time, system data, and storage facility information. Then, the arrangement position of the power storage equipment B is calculated so that the value of the objective function is a predetermined value (for example, the minimum value or the maximum value) while satisfying the constraint conditions.

つまり配置位置算出部102は、目的関数と制約条件とを用いて、電力系統1000の運用状態がより最適な状態になるような、操作量、電圧解、蓄電設備Bの配置位置、その他従属変数を計算する。配置位置算出部102は、数理計画法などの最適化手法を用いて最適潮流計算を行うことで、最適解を計算する。   In other words, the arrangement position calculation unit 102 uses the objective function and the constraint conditions, so that the operation amount, the voltage solution, the arrangement position of the power storage equipment B, and other dependent variables are set so that the operation state of the power system 1000 becomes more optimal. Calculate The arrangement position calculation unit 102 calculates an optimal solution by performing an optimal power flow calculation using an optimization method such as mathematical programming.

その際に、本実施形態に係る配置位置算出部102は、図4に示した電力系統1000において、各下位系統がそれぞれ上位系統上のノードとして縮約されるように、系統データを更新する。このとき系統データにおいて、下位系統の構成及び下位系統の各構成要素の電気特性に関する情報は、上位系統からの分岐点におけるノードとして縮約して表現される。このようにして縮約された電力系統1000を図5に示す。図5に示すように、縮約後の電力系統1000では、各下位系統は、上位系統からの各分岐点(B)〜(H)におけるノード(負荷ノード)となる。   At that time, the arrangement position calculation unit 102 according to the present embodiment updates the system data so that each lower system is contracted as a node on the upper system in the power system 1000 illustrated in FIG. 4. At this time, in the system data, information on the configuration of the lower system and the electrical characteristics of each component of the lower system is expressed as a reduced node at the branch point from the upper system. FIG. 5 shows the power system 1000 contracted in this way. As shown in FIG. 5, in the reduced power system 1000, each lower system becomes a node (load node) at each branch point (B) to (H) from the upper system.

そして本実施形態に係る配置位置算出部102は、図5に示すような縮約後の電力系統1000に対して上記の最適潮流計算を行い、蓄電設備Bの最適な配置位置を、上流系統の中から求める。このようにすることにより、最適潮流計算を行うための計算量すなわち計算回数を減らすことができるため、より短時間で効率的に蓄電設備Bの最適な配置位置を求めることが可能となる。   And the arrangement position calculation part 102 which concerns on this embodiment performs said optimal power flow calculation with respect to the electric power system 1000 after contraction | shrinking as shown in FIG. Ask from inside. By doing so, the amount of calculation for performing the optimum power flow calculation, that is, the number of calculations can be reduced, so that the optimum arrangement position of the power storage equipment B can be obtained efficiently in a shorter time.

続いて、本実施形態に係る配置位置算出装置100が行う最適潮流計算について説明する。配置位置算出装置100は、式(1)〜(4)のように非線形最適化問題として与えられる最適化問題を解くことにより、最適潮流計算を行う。   Next, optimal power flow calculation performed by the arrangement position calculation apparatus 100 according to the present embodiment will be described. The arrangement position calculation apparatus 100 performs optimal power flow calculation by solving an optimization problem given as a nonlinear optimization problem as in Expressions (1) to (4).

Minimize f1 ( x, u, z, p) (1)
Subject to g1(x, u, z, p) = 0 (2)
g2(x, u, z, p) = 0 (3)
h1(x, u, z, p) ≦0 (4)
ここで、xは電圧解、uは操作量、zは操作量により従属的に決まる変数(発電設備Gの無効電力や変圧器タップ値など)、pは電力系統1000に新たに配置される蓄電設備Bの配置位置である。pは、送電線路Tの起点(本実施形態では発電設備G1)からの距離(例えば亘長)により表される。ただし、0≦p≦L(Lは本実施形態では発電設備G1からG10までの距離(例えば亘長))である。
Minimize f 1 (x, u, z, p) (1)
Subject to g 1 (x, u, z, p) = 0 (2)
g 2 (x, u, z, p) = 0 (3)
h 1 (x, u, z, p) ≤ 0 (4)
Here, x is the voltage solution, u is the manipulated variable, z is a variable that is dependent on the manipulated variable (reactive power of the power generation equipment G, transformer tap value, etc.), and p is the power storage newly arranged in the power system 1000 This is the arrangement position of the equipment B. p is represented by a distance (for example, a length) from the starting point of the transmission line T (the power generation equipment G1 in the present embodiment). However, it is 0 <= p <= L (L is the distance (for example, extended length) from the power generation equipment G1 to G10 in this embodiment).

式(1)は目的関数、式(2)は潮流方程式で表される等式制約、式(3)は潮流方程式以外の等式制約(変圧器等の特性、SVC(Static Var Compensator)などの制御ロジック)、式(4)は不等式制約(電圧の指定値、送電線路Tの潮流値等)である。   Equation (1) is an objective function, Equation (2) is an equational constraint expressed by a tidal equation, Equation (3) is an equation constraint other than a tidal equation (characteristics of a transformer, SVC (Static Var Compensator), etc. (Control logic) and equation (4) are inequality constraints (specified value of voltage, power flow value of transmission line T, etc.).

本実施形態に係る配置位置算出装置100は、数理計画法などの手法によって、式(1)〜式(4)のように与えられた非線形最適化問題に対して、最適潮流計算を行う。   The arrangement position calculation apparatus 100 according to the present embodiment performs an optimal power flow calculation for a nonlinear optimization problem given by the equations (1) to (4) by a method such as mathematical programming.

なお、式(2)において潮流方程式が与えられるが、潮流方程式は電力系統1000内の各ノードで指定された有効電力と無効電力の供給あるいは消費が各ノードの電圧や線路インピーダンスからなる回路方程式により得られた有効電力と無効電力と一致していることを意味する。   Note that the power flow equation is given in Equation (2). The power flow equation is based on a circuit equation in which the supply or consumption of active power and reactive power specified at each node in the power system 1000 is composed of the voltage and line impedance of each node. It means that the obtained active power and reactive power coincide with each other.

<目的関数>
目的関数は、例えば式(5)のように、発電設備Gの有効電力出力の発電コストを算出する式として定式化される。
<Objective function>
The objective function is formulated as an equation for calculating the power generation cost of the active power output of the power generation equipment G, for example, as in Equation (5).

Figure 0006337690
ここで、Gi(i=1〜n)は発電設備番号、Gnは発電設備の数、PGi(t)は時刻tにおける発電設備Giの有効電力出力値、aGi、bGi、cGiは発電設備Giの有効電力PGi(t)と発電コストFcostの関係を示す係数である。発電コストFcostは、発電設備Giの有効電力出力PGi(t)の二次関数で近似されるため、このような定式化が行われる。
Figure 0006337690
Here, Gi (i = 1 to n) is the power generation equipment number, Gn is the number of power generation equipment, P Gi (t) is the active power output value of the power generation equipment Gi at time t, a Gi , b Gi , c Gi are The coefficient indicates the relationship between the active power P Gi (t) of the power generation facility Gi and the power generation cost Fcost. Since the power generation cost Fcost is approximated by a quadratic function of the active power output P Gi (t) of the power generation facility Gi, such a formulation is performed.

<制約条件>
次に制約条件について説明する。上述した様に、制約条件には等式制約と不等式制約とが含まれる。本実施形態では、等式制約の例として潮流方程式を含み、不等式制約の例として、電圧の上下限制約や送電線路Tの潮流制約、設備容量制約等を含む。
<Restrictions>
Next, the constraint conditions will be described. As described above, the constraint conditions include equality constraints and inequality constraints. In this embodiment, a tidal equation is included as an example of equality constraints, and examples of inequality constraints include upper and lower limit constraints on voltage, power flow constraints on the transmission line T, facility capacity constraints, and the like.

潮流方程式は、例えば式(6)、(7)により表される。式(6)は有効電力成分に関する潮流方程式であり、式(7)は無効電力成分に関する潮流方程式である。   The tidal current equation is expressed by, for example, Expressions (6) and (7). Equation (6) is a power flow equation relating to the active power component, and Equation (7) is a power flow equation relating to the reactive power component.

Figure 0006337690
Figure 0006337690

Figure 0006337690
ここで、Giは発電設備番号、PGi(t)は時刻tにおけるGiは発電設備の有効電力出力値、Biは蓄電設備番号、PBi(t)は時刻tにおける蓄電設備Biの有効電力出力値、Liは負荷番号、 PLi(t)は時刻tにおける負荷Liの有効電力消費量、QGi(t)は時刻tにおける発電設備Giの無効電力出力値、QBi(t)は時刻tにおける蓄電設備Biの無効電力出力値、QLi(t)は時刻tにおける負荷Liの無効電力消費量、θi(t)、θj(t)は、それぞれ時刻tにおけるノードi、jの位相角の値である。またNはノードの数である。
Figure 0006337690
Here, Gi is the power generation equipment number, P Gi (t) is Gi at the time t Gi is the active power output value of the power generation equipment, Bi is the power storage equipment number, and P Bi (t) is the active power output of the power storage equipment Bi at the time t Value, Li is the load number, P Li (t) is the active power consumption of load Li at time t, Q Gi (t) is the reactive power output value of power generation equipment Gi at time t, and Q Bi (t) is time t The reactive power output value of the storage facility Bi at Q, Q Li (t) is the reactive power consumption of the load Li at time t, and θ i (t) and θ j (t) are the phase angles of the nodes i and j at time t, respectively. Value. N is the number of nodes.

Vi(t)、Vj(t)は、それぞれ時刻tにおけるノードi、jの電圧振幅の値である。Gij(t)、Bij(t)はそれぞれ時刻tにおける電力系統のアドミタンス行列のi行j列の実部と虚部である。   Vi (t) and Vj (t) are voltage amplitude values of nodes i and j at time t, respectively. Gij (t) and Bij (t) are the real part and the imaginary part of i rows and j columns of the admittance matrix of the power system at time t, respectively.

なお、変圧器タップや調相設備容量を考慮する場合は、アドミタンス行列は変圧器タップや調相設備容量を変数とする関数となる。   In addition, when considering a transformer tap and a phase-adjustment installation capacity, an admittance matrix becomes a function which uses a transformer tap and a phase-adjustment installation capacity as a variable.

送電線路Tの潮流制約は、例えば式(8)のように表される。   The power flow restriction of the power transmission line T is expressed as, for example, Expression (8).

Figure 0006337690
ここで、θi(t)、θj(t)は、それぞれ時刻tにおけるノードi、jの位相角の値である。Vi(t)、Vj(t)は、それぞれ時刻tにおけるノードi、jの電圧振幅の値である。Gij(t)、Bij(t)はそれぞれ時刻tにおける電力系統のアドミタンス行列のi行j列の実部と虚部である。また、線路熱容量の定格値をPR、ノードの数をNとする。
Figure 0006337690
Here, θi (t) and θj (t) are the values of the phase angles of the nodes i and j at time t, respectively. Vi (t) and Vj (t) are voltage amplitude values of nodes i and j at time t, respectively. Gij (t) and Bij (t) are the real part and the imaginary part of i rows and j columns of the admittance matrix of the power system at time t, respectively. Further, the rated value of the line heat capacity is P R , and the number of nodes is N.

また電圧の振幅Vi(t)の上下限制約は、例えば式(9)のように表現される。電圧の振幅Vi(t)の上下限制約は、各ノードの電圧の振幅を所定範囲内に維持するための制約である。 Further, the upper and lower limit constraints of the voltage amplitude V i (t) are expressed as, for example, Expression (9). The upper and lower limit constraints on the voltage amplitude V i (t) are constraints for maintaining the voltage amplitude of each node within a predetermined range.

Figure 0006337690
ただし、VLiは電圧の下限値、VUiは電圧の上限値である。
Figure 0006337690
However, V Li is the lower limit value of the voltage, and V Ui is the upper limit value of the voltage.

その他、設備容量の上下限や変化率などの各種制約については、これらを設備容量制約として与えることができる。設備容量制約には、例えば、以下の(a)〜(i)のような制約が含まれる。   In addition, regarding various constraints such as upper and lower limits of equipment capacity and rate of change, these can be given as equipment capacity restrictions. The equipment capacity constraints include, for example, the following constraints (a) to (i).

(a)発電設備Gの有効電力出力値上下限制約
(b)発電設備Gの無効電力出力値上下限制約
(c)発電設備Gの有効電力出力変化率上下限制約
(d)蓄電設備Bの有効電力出力値上下限制約
(e)蓄電設備Bの無効電力出力値上下限制約
(f)蓄電設備BのSOC(充電率:State of Charge)上下限制約
(g)調相設備容量上下限制約
(h)変圧器タップ変動幅上下限制約
(i)変圧器移相角上下限制約
以上のように、本実施形態に係る配置位置算出装置100は、非線形最適化問題として与えられる最適化問題を解くことにより最適潮流計算を行うが、電力系統1000に新たに蓄電設備Bを配置しようとする場合に、例えば負荷設備Lが1か所のみに配置されている場合やある程度の狭い地域に集中的に配置されている場合には、電力系統1000の送電ロスや電圧安定度などを考慮すると、負荷設備Lのなるべく近傍に蓄電設備Bを配置した方が好ましい。
(A) Active power output value upper and lower limit constraints of power generation equipment G (b) Reactive power output value upper and lower limits constraint of power generation equipment G (c) Active power output change rate upper and lower limit constraints of power generation equipment G (d) Power storage equipment B Effective power output value upper and lower limit constraints (e) Reactive power output value upper and lower limit constraints for power storage facility B (f) SOC (State of Charge) upper and lower limit constraints for power storage facility B (g) Phased facility capacity upper and lower limit constraints (H) Transformer Tap Fluctuation Width Upper / Lower Limit Constraint (i) Transformer Phase Shift Angle Upper / Lower Limit Constraint As described above, the arrangement position calculation device 100 according to the present embodiment performs an optimization problem given as a nonlinear optimization problem. The optimal power flow calculation is performed by solving, but when the power storage equipment B is newly arranged in the power system 1000, for example, when the load equipment L is arranged only in one place or concentrated in a certain small area In the power grid When considering the transmission losses and voltage stability of 000, as much as possible it is preferable to place the energy storage equipment B in the vicinity of the load equipment L.

しかしながら、複数の負荷設備Lが電力系統1000内に分散し、蓄電設備Bの配置位置が限定されているような場合には、蓄電設備Bの配置位置によって送電ロスや電圧安定度が変わってくるため、蓄電設備Bの最適な配置位置を求める必要がある。   However, when a plurality of load facilities L are dispersed in the electric power system 1000 and the arrangement position of the power storage equipment B is limited, the power transmission loss and the voltage stability vary depending on the arrangement position of the power storage equipment B. Therefore, it is necessary to obtain an optimal arrangement position of the power storage equipment B.

そのため、蓄電設備Bの配置箇所の違いによる目的関数値及び決定変数値の変化を考察するために、上述した最適化問題を再設定すると、式(10)〜式(12)に示すようになる。   Therefore, in order to consider the change of the objective function value and the decision variable value due to the difference in the location of the power storage equipment B, when the above optimization problem is reset, the equations (10) to (12) are obtained. .

minimize [f2(p)|p∈R1,f2∈R1,f2:R1→R1] (10)
subject to 0≦p≦L (11)
[g3(p,x)=0|x∈Rn,g3∈Rm,g3:Rn+1→Rm] (12)
ここで、f2は目的関数(発電設備Gの有効電力出力の発電コスト)、pは電力系統1000に新たに配置される蓄電設備Bの配置位置、Lは発電設備G1からG10までの距離(亘長)、g3は電力潮流方程式、xは母線電圧である。
minimize [f 2 (p) | p∈R 1 , f 2 ∈R 1 , f 2 : R 1 → R 1 ] (10)
subject to 0 ≦ p ≦ L (11)
[g 3 (p, x) = 0 | x∈R n , g 3 ∈R m , g 3 : R n + 1 → R m ] (12)
Here, f2 is an objective function (power generation cost of the active power output of the power generation equipment G), p is an arrangement position of the power storage equipment B newly arranged in the power system 1000, and L is a distance (range) from the power generation equipment G1 to G10. G) is the power flow equation and x is the bus voltage.

このようにして配置位置算出装置100は、蓄電設備Bの配置位置を0≦p≦Lの範囲で様々に変えながら、発電設備Gの一日あたりの発電コストを算出する。   In this way, the arrangement position calculation device 100 calculates the power generation cost per day of the power generation equipment G while changing the arrangement position of the power storage equipment B in various ranges of 0 ≦ p ≦ L.

本実施形態に係る配置位置算出装置100が、式(1)〜(12)を用いて、電力系統1000に新たに蓄電設備Bを配置する場合の電力系統1000に関する所定の指標値を算出した結果を図7に示す。図7は、所定の指標値として発電設備Gのコスト削減効果を算出した場合の例である。   The arrangement position calculation device 100 according to the present embodiment calculates a predetermined index value related to the electric power system 1000 when the power storage equipment B is newly arranged in the electric power system 1000 using the equations (1) to (12). Is shown in FIG. FIG. 7 shows an example in which the cost reduction effect of the power generation equipment G is calculated as the predetermined index value.

図7に示す例は、蓄電設備Bを各ノード(A)〜(I)の各位置に設置した場合の発電設備Gのコスト削減効果を求めたものである。発電設備Gの発電コストが小さくなるほど、図7に示すコスト削減効果は大きくなる。   In the example shown in FIG. 7, the cost reduction effect of the power generation facility G when the power storage facility B is installed at each position of each of the nodes (A) to (I) is obtained. The cost reduction effect shown in FIG. 7 increases as the power generation cost of the power generation facility G decreases.

そのため本実施形態に係る配置位置算出装置100は、コスト削減効果の値が最大値(所定値)になるような蓄電設備Bの配置位置を求める。   Therefore, the arrangement position calculation device 100 according to the present embodiment obtains the arrangement position of the power storage equipment B so that the value of the cost reduction effect becomes the maximum value (predetermined value).

具体的には、配置位置算出装置100は、系統データを参照し、発電設備G1が設置されている基準位置であるノード(A)から各ノード(B)〜(I)までのそれぞれの距離を取得し、図7に示したコスト削減効果が最大(発電コストは最小値)となる蓄電設備Bの配置位置を求める。   Specifically, the arrangement position calculation device 100 refers to the system data, and calculates the distances from the node (A), which is the reference position where the power generation equipment G1 is installed, to each of the nodes (B) to (I). Obtaining and determining the arrangement position of the power storage equipment B that maximizes the cost reduction effect shown in FIG. 7 (the power generation cost is the minimum value).

図7に示すように、コスト削減効果が最大となるのは、蓄電設備Bをノード(F)に配置した場合であるので、配置位置算出装置100は、図8に示すように、ノード(A)から距離がdとなるノード(F)の位置に蓄電設備Bを配置するのが最適であることを求めることができる。   As shown in FIG. 7, the cost reduction effect is maximized when the power storage equipment B is arranged at the node (F). Therefore, the arrangement position calculating device 100 performs the node (A ) From the position of the node (F) whose distance is d, it can be determined that it is optimal to arrange the power storage equipment B.

また本実施形態に係る配置位置算出装置100は、電力系統1000内の送電線路Tに沿った任意の位置に設けられる候補位置に蓄電設備Bを配置した場合の電力系統1000に関する所定の指標値を算出することもできる。   In addition, the arrangement position calculation device 100 according to the present embodiment obtains a predetermined index value related to the power system 1000 when the power storage equipment B is arranged at a candidate position provided at an arbitrary position along the power transmission line T in the power system 1000. It can also be calculated.

本実施形態に係る配置位置算出装置1000が、電力系統1000内の送電線路Tに沿った任意の位置に設けられる候補位置に蓄電設備Bを配置した場合の発電設備Gのコスト削減効果を算出した結果を図9に示す。   The arrangement position calculation device 1000 according to the present embodiment calculates the cost reduction effect of the power generation equipment G when the power storage equipment B is arranged at a candidate position provided at an arbitrary position along the power transmission line T in the power system 1000. The results are shown in FIG.

図9に示すように、コスト削減効果が最大となるのは、蓄電設備Bを発電設備G1からの距離がdとなる位置(x)に配置した場合であることがわかる。   As shown in FIG. 9, it is understood that the cost reduction effect is maximized when the power storage facility B is arranged at the position (x) where the distance from the power generation facility G1 is d.

配置位置算出装置100は、系統データを参照して、発電設備G1が設置されている基準位置であるノード(A)から各ノード(B)〜(I)までのそれぞれの距離を取得することにより、位置(x)が、ノード(E)とノード(F)との間の位置であることを特定することができる。   The arrangement position calculation apparatus 100 refers to the system data, and acquires the respective distances from the node (A), which is the reference position where the power generation equipment G1 is installed, to each of the nodes (B) to (I). , Position (x) can be identified as a position between node (E) and node (F).

このようにして本実施形態に係る配置位置算出装置100は、電力系統1000に新たに蓄電設備Bを配置する場合に、ノードの位置に限定されることなく、より最適な設置位置を求めることができる。このようにして本実施形態に係る配置位置算出装置100は、電力系統1000に蓄電設備Bを配置する際の配置位置をより効率的に求めることができる。   Thus, the arrangement position calculation apparatus 100 according to the present embodiment can obtain a more optimal installation position without being limited to the position of the node when the power storage facility B is newly arranged in the power system 1000. it can. In this way, the arrangement position calculation device 100 according to the present embodiment can more efficiently obtain the arrangement position when the power storage equipment B is arranged in the power system 1000.

また本実施形態に係る配置位置算出装置100は、複数パッケージの蓄電設備Bを電力系統1000に配置する際のそれぞれの蓄電設備Bの配置位置を求めることもできる。   Moreover, the arrangement position calculation device 100 according to the present embodiment can also obtain the arrangement position of each power storage equipment B when the power storage equipment B of a plurality of packages is arranged in the power system 1000.

その場合、本実施形態に係る配置位置算出装置100は、順に一つずつ蓄電設備Bの配置位置を求める。つまり配置位置算出装置100は、一つの蓄電設備Bについての配置位置を求めるごとに、この蓄電設備Bが電力系統1000の構成要素として上記の配置位置に配置されているように系統データを更新してから、次の蓄電設備Bの配置位置を求めるようにする。   In that case, the arrangement position calculation device 100 according to the present embodiment obtains the arrangement positions of the power storage equipment B one by one in order. That is, every time the arrangement position calculation device 100 obtains an arrangement position for one power storage facility B, the system position data is updated so that the power storage facility B is disposed as a component of the power system 1000 at the above-described arrangement position. Then, the arrangement position of the next power storage equipment B is obtained.

具体的に、例えば第1の蓄電設備B1及び第2の蓄電設備B2のそれぞれの配置位置を求める場合には、配置位置算出装置100は、まず第1の蓄電設備B1について上述したような最適化問題を解くことによって、第1の蓄電設備B1の最適な配置位置を求める。   Specifically, for example, when obtaining the arrangement positions of the first power storage equipment B1 and the second power storage equipment B2, the arrangement position calculating device 100 first optimizes the first power storage equipment B1 as described above. By solving the problem, the optimum arrangement position of the first power storage equipment B1 is obtained.

そして配置位置算出装置100は、この配置位置に第1の蓄電設備B1が既に設置済みであるように、データ記憶部700に記憶されている縮約済みの系統データを更新する。   Then, the arrangement position calculation device 100 updates the reduced system data stored in the data storage unit 700 so that the first power storage equipment B1 has already been installed at this arrangement position.

そして配置位置算出装置100は、この更新後の系統データを用いて、第2の蓄電設備B2について上述したような最適化問題を解くことによって、第2の蓄電設備B2の最適な配置位置を求める。   And the arrangement position calculation apparatus 100 calculates | requires the optimal arrangement position of 2nd electrical storage equipment B2 by solving the optimization problem which was mentioned above about 2nd electrical storage equipment B2 using the system data after this update. .

このような態様により、本実施形態に係る配置位置算出装置100は、多変数問題を解かずにより少ない計算量で複数の蓄電設備Bの配置位置を求めることが可能となる。このため配置位置算出装置100は、複数パッケージの蓄電設備Bの配置位置を求める場合であっても、より短時間で効率的に配置位置を求めることが可能になる。   By such an aspect, the arrangement position calculation device 100 according to the present embodiment can obtain the arrangement positions of the plurality of power storage equipment B with a smaller calculation amount without solving the multivariable problem. For this reason, even if it is a case where the arrangement position calculation apparatus 100 calculates | requires the arrangement position of the electrical storage equipment B of a several package, it becomes possible to obtain | require an arrangement position efficiently in a short time.

次に、本実施形態に係る配置位置算出装置100の処理の流れを、図11に示すフローチャートを参照しながら説明する。   Next, the processing flow of the arrangement position calculation apparatus 100 according to the present embodiment will be described with reference to the flowchart shown in FIG.

まず配置位置算出装置100は、データ入力を受け付ける(S1000)。具体的には配置位置算出装置100は、電力系統1000の構成及び各構成要素の電気的特性を表す系統データや、電力系統1000に新たに配置される蓄電設備Bの電気的特性を示す蓄電設備情報、目的関数、制約条件、負荷設備Lの電力消費量の所定時間毎の予測値、太陽光発電設備PVの発電量の所定時間毎の予測値などの電力需給に関する情報の入力を受け付ける。そして配置位置算出装置100は、これらのデータをデータ記憶部700に記憶する。   First, the arrangement position calculating apparatus 100 accepts data input (S1000). Specifically, the arrangement position calculation device 100 is a power storage facility that indicates the configuration of the power system 1000 and system data representing the electrical characteristics of each component, and the electrical characteristics of the power storage facility B newly disposed in the power system 1000. Input of information related to power supply and demand, such as information, objective function, constraint condition, predicted value of the power consumption of the load facility L every predetermined time, and predicted value of the power generation amount of the photovoltaic power generation facility PV every predetermined time is accepted. The arrangement position calculation device 100 stores these data in the data storage unit 700.

次に配置位置算出装置100は、系統モデルを縮約する(S1010)。具体的には、配置位置算出装置100は、データ記憶部700に記憶されている系統データを、電力系統1000の下位系統が上位系統上のノードとして縮約されるように更新する。   Next, the arrangement position calculation apparatus 100 reduces the system model (S1010). Specifically, the arrangement position calculation apparatus 100 updates the system data stored in the data storage unit 700 so that the lower system of the power system 1000 is contracted as a node on the upper system.

続いて配置位置算出装置100は、電力系統1000に新たに配置される蓄電設備B
の配置位置を計算する(S1020)。具体的には配置位置算出装置100は、データ記憶部700に記憶されている縮約後の系統データ及び蓄電設備情報を用いて、電力系統1000内に蓄電設備Bを配置した場合の電力系統に関する所定の指標値を算出し、この指標値が所定値になるような蓄電設備Bの配置位置を求める。
Subsequently, the arrangement position calculation device 100 stores the power storage equipment B newly arranged in the power system 1000.
The arrangement position of is calculated (S1020). Specifically, arrangement position calculating apparatus 100 relates to an electric power system when electric storage facility B is arranged in electric power system 1000 using the contracted system data and the electric storage facility information stored in data storage unit 700. A predetermined index value is calculated, and an arrangement position of the power storage equipment B such that the index value becomes a predetermined value is obtained.

そしてこの際、電力系統1000に配置する蓄電設備Bが複数ある場合には、配置位置算出装置100は、順に一つずつ蓄電設備Bの配置位置を求めるようにする。具体的には、配置位置算出装置100は、一つの蓄電設備Bの配置位置を求めるごとに、この蓄電設備Bが電力系統1000の構成要素として上記配置位置に配置されているように系統データを更新し、更新した系統データを用いて、次の蓄電設備Bの配置位置を求めるようにする。   At this time, when there are a plurality of power storage facilities B arranged in the power system 1000, the arrangement position calculation device 100 obtains the arrangement positions of the power storage facilities B one by one in order. Specifically, each time the arrangement position calculation device 100 obtains the arrangement position of one power storage facility B, the system position data is stored so that the power storage facility B is disposed as a component of the power system 1000 at the above-described arrangement position. It updates and uses the updated system | strain data, and calculates | requires the arrangement position of the following electrical storage equipment B. FIG.

そして配置位置算出装置100は、蓄電設備Bの配置位置を求めた結果を出力装置160に出力する。例えば配置位置算出装置100は、図7〜図10に示したような画像情報を出力装置160に出力する。   Then, the arrangement position calculation device 100 outputs the result of obtaining the arrangement position of the power storage equipment B to the output device 160. For example, the arrangement position calculation device 100 outputs image information as illustrated in FIGS. 7 to 10 to the output device 160.

以上説明したように、本実施形態に係る配置位置算出装置100によれば、電力系統1000に蓄電設備Bを配置する際の配置位置をより効率的に算出することが可能になる。   As described above, according to the arrangement position calculation device 100 according to the present embodiment, it is possible to more efficiently calculate the arrangement position when the power storage equipment B is arranged in the power system 1000.

例えば電力系統1000に配置する蓄電設備Bが複数ある場合には、本実施形態に係る配置位置算出装置100は、順に一つずつ蓄電設備Bの配置位置を求めるようにする。   For example, when there are a plurality of power storage facilities B arranged in the power system 1000, the arrangement position calculation device 100 according to the present embodiment obtains the arrangement positions of the power storage facilities B one by one in order.

このような態様により、多変数問題を解かずにより少ない計算量で複数の蓄電設備Bの配置位置を求めることが可能となる。そしてこのため、配置位置算出装置100は、複数の蓄電設備Bの配置位置を求める場合であっても、より短時間で効率的に配置位置を求めることが可能になる。   According to such an aspect, it is possible to obtain the arrangement positions of the plurality of power storage equipment B with less calculation amount without solving the multivariable problem. For this reason, the arrangement position calculation device 100 can efficiently obtain the arrangement position in a shorter time even when the arrangement positions of the plurality of power storage facilities B are obtained.

また本実施形態に係る配置位置算出装置100は、電力系統1000内の送電線路Tに沿った任意の位置に設けられる候補位置に蓄電設備Bを配置した場合の指標値を算出し、この指標値が所定値となるような候補位置を、蓄電設備Bの配置位置として求めることができる。   Further, the arrangement position calculation device 100 according to the present embodiment calculates an index value when the power storage equipment B is arranged at a candidate position provided at an arbitrary position along the power transmission line T in the electric power system 1000, and this index value Can be obtained as an arrangement position of the power storage equipment B.

このような態様により、電力系統1000に新たに蓄電設備Bを配置する場合に、電力系統1000内のノードの位置に限定されずに、より最適な設置位置を求めることができ、電力系統1000に蓄電設備Bを配置する際の配置位置をより効率的に求めることが可能となる。   According to such an aspect, when the power storage equipment B is newly arranged in the power system 1000, the optimal installation position can be obtained without being limited to the position of the node in the power system 1000. It is possible to more efficiently obtain the arrangement position when the power storage equipment B is arranged.

また本実施形態に係る配置位置算出装置100は、電力系統1000内のいずれかのノードの位置に蓄電設備Bを配置した場合の指標値を算出し、この指標値が所定値となるようなノードの位置を、蓄電設備Bの配置位置として求めることもできる。   In addition, the arrangement position calculation device 100 according to the present embodiment calculates an index value when the power storage facility B is arranged at the position of any node in the power system 1000, and the node where the index value becomes a predetermined value. Can also be obtained as an arrangement position of the power storage equipment B.

このような態様により、蓄電設備Bを配置する候補位置をノードの位置に限定できるので、より少ない計算量で蓄電設備Bの配置位置を求めることが可能となる。このため、配置位置算出装置100は、より短時間で効率的に配置位置を求めることが可能になる。   According to such an aspect, the candidate position where the power storage equipment B is arranged can be limited to the position of the node. Therefore, the arrangement position of the power storage equipment B can be obtained with a smaller amount of calculation. For this reason, the arrangement position calculation apparatus 100 can obtain the arrangement position efficiently in a shorter time.

また本実施形態に係る配置位置算出装置100は、電力系統1000における各下位系統がそれぞれ上位系統上のノードとして縮約されるように系統データを更新してから、電力系統1000内に蓄電設備Bを配置した場合の指標値を算出し、この指標値が所定値となるような蓄電設備Bの配置位置を、上位系統の中から求めるようにすることができる。   In addition, the arrangement position calculation apparatus 100 according to the present embodiment updates the system data so that each lower system in the power system 1000 is contracted as a node on the upper system, and then the storage facility B in the power system 1000 is updated. An index value in the case of arranging the power storage device B is calculated, and an arrangement position of the power storage equipment B such that the index value becomes a predetermined value can be obtained from the upper system.

このような態様により、最適潮流計算を行うための計算量を減らすことができるため、より短時間で効率的に蓄電設備Bの最適な配置位置を求めることが可能となる。   According to such an aspect, since the amount of calculation for performing the optimum power flow calculation can be reduced, the optimum arrangement position of the power storage equipment B can be obtained efficiently in a shorter time.

なお、本実施形態に係る配置位置算出装置100は、蓄電設備Bの配置位置を求める際に、電力系統1000内の発電設備Gによる発電コストが最小値となるように、蓄電設備Bの配置位置を求めることができる。   In addition, the arrangement position calculation device 100 according to the present embodiment, when determining the arrangement position of the power storage equipment B, the arrangement position of the power storage equipment B so that the power generation cost by the power generation equipment G in the power system 1000 becomes the minimum value. Can be requested.

このように、発電コストのような経済的な指標を用いて蓄電設備Bの最適な配置位置を求めることにより、より効率的に電力系統1000に配置する蓄電設備Bの配置位置を求めることも可能となる。   In this way, by obtaining an optimal arrangement position of the power storage equipment B using an economic index such as power generation cost, it is also possible to obtain the arrangement position of the power storage equipment B to be arranged in the power system 1000 more efficiently. It becomes.

なお上述した実施の形態は本発明の理解を容易にするためのものであり、本発明を限定して解釈するためのものではない。本発明はその趣旨を逸脱することなく変更、改良され得るとともに、本発明にはその等価物も含まれる。   The embodiments described above are for facilitating the understanding of the present invention, and are not intended to limit the present invention. The present invention can be changed and improved without departing from the gist thereof, and equivalents thereof are also included in the present invention.

100 配置位置算出装置
101 取得部
102 配置位置算出部
110 CPU
120 メモリ
130 通信装置
140 記憶装置
150 入力装置
160 出力装置
170 記録媒体読取装置
600 制御プログラム
700 データ記憶部
800 記録媒体
1000 電力系統
B 蓄電設備
G 発電設備
L 負荷設備
PV 太陽光発電設備
S 調相設備
T 送電線路
100 Arrangement Position Calculation Device 101 Acquisition Unit 102 Arrangement Position Calculation Unit 110 CPU
120 Memory 130 Communication Device 140 Storage Device 150 Input Device 160 Output Device 170 Recording Medium Reading Device 600 Control Program 700 Data Storage Unit 800 Recording Medium 1000 Power System B Power Storage Facility G Power Generation Facility L Load Facility PV Solar Power Generation Facility S Phase Control Facility T Transmission line

Claims (6)

電力系統に蓄電設備を配置する際の配置位置を算出する配置位置算出装置であって、
前記電力系統の構成及び各構成要素の電気的特性を表す系統情報を取得する系統情報取得部と、
前記蓄電設備の電気的特性を表す蓄電設備情報を取得する蓄電設備情報取得部と、
前記系統情報及び前記蓄電設備情報を用いて、前記電力系統内に前記蓄電設備を配置した場合の前記電力系統に関する所定の指標値を算出し、前記指標値が所定値になるような前記蓄電設備の配置位置を求める配置位置算出部と、
を備え
前記配置位置算出部は、複数の前記蓄電設備を前記電力系統に配置する場合には、一つの前記蓄電設備の配置位置を求めるごとに、前記蓄電設備が前記電力系統の構成要素として前記配置位置に配置されているように前記系統情報を更新してから、次の前記蓄電設備の配置位置を求めるように、順に一つずつ前記蓄電設備の配置位置を求め
ことを特徴とする配置位置算出装置。
An arrangement position calculation device for calculating an arrangement position when arranging power storage equipment in an electric power system,
A system information acquisition unit that acquires system information representing the configuration of the power system and the electrical characteristics of each component;
A storage facility information acquisition unit that acquires storage facility information representing the electrical characteristics of the storage facility;
Using the grid information and the power storage facility information, a predetermined index value related to the power system when the power storage facility is arranged in the power system is calculated, and the power storage facility is such that the index value becomes a predetermined value. An arrangement position calculation unit for obtaining an arrangement position of
Equipped with a,
In the case where a plurality of power storage facilities are arranged in the power system, the arrangement position calculation unit calculates the arrangement position as a component of the power system every time the arrangement position of one power storage facility is obtained. wherein after updating the system information as being disposed, to determine the position of the next of said power storage equipment, position calculation, wherein Rukoto seek position one by one the energy storage equipment in order apparatus.
請求項1に記載の配置位置算出装置であって、
前記配置位置算出部は、前記電力系統内の送配電線に沿った任意の位置に設けられる候補位置に前記蓄電設備を配置した場合の前記指標値を算出し、前記指標値が前記所定値となるような前記候補位置を、前記蓄電設備の配置位置として求める
ことを特徴とする配置位置算出装置。
The arrangement position calculating device according to claim 1 ,
The arrangement position calculation unit calculates the index value when the power storage equipment is arranged at a candidate position provided at an arbitrary position along the transmission and distribution line in the power system, and the index value is the predetermined value. The arrangement position calculation apparatus characterized by calculating | requiring such a candidate position as an arrangement position of the said electrical storage equipment.
請求項1に記載の配置位置算出装置であって、
前記配置位置算出部は、前記電力系統内のいずれかのノードの位置に前記蓄電設備を配置した場合の前記指標値を算出し、前記指標値が前記所定値となるようなノードの位置を、前記蓄電設備の配置位置として求める
ことを特徴とする配置位置算出装置。
The arrangement position calculating device according to claim 1 ,
The arrangement position calculation unit calculates the index value when the power storage facility is arranged at a position of any node in the power system, and sets the node position such that the index value becomes the predetermined value. An arrangement position calculation device characterized in that it is obtained as an arrangement position of the power storage facility.
請求項1〜3のいずれかに記載の配置位置算出装置であって、
前記電力系統は、上位系統と、前記上位系統から分岐する下位系統と、を有して構成され、
前記系統情報において、前記下位系統の構成及び前記下位系統の各構成要素の電気特性に関する情報は、前記上位系統からの分岐点にノードとして縮約して表されており、
前記配置位置算出部は、前記指標値が所定値になるような前記蓄電設備の配置位置を前記上位系統の中から求める
ことを特徴とする配置位置算出装置。
The arrangement position calculation device according to any one of claims 1 to 3 ,
The power system is configured to have a higher system and a lower system branching from the upper system,
In the system information, the information on the configuration of the lower system and the electrical characteristics of each component of the lower system is represented as a node at a branch point from the upper system,
The arrangement position calculation device is characterized in that the arrangement position calculation unit obtains an arrangement position of the power storage facility from the upper system so that the index value becomes a predetermined value.
電力系統に蓄電設備を配置する際の配置位置を算出する配置位置算出装置の制御方法であって、
前記配置位置算出装置は、前記電力系統の構成及び各構成要素の電気的特性を表す系統情報を取得し、
前記配置位置算出装置は、前記蓄電設備の電気的特性を表す蓄電設備情報を取得し、
前記配置位置算出装置は、前記系統情報及び前記蓄電設備情報を用いて、前記電力系統内に前記蓄電設備を配置した場合の前記電力系統に関する所定の指標値を算出し、前記指標値が所定値になるような前記蓄電設備の配置位置を求め
前記配置位置算出装置は、複数の前記蓄電設備を前記電力系統に配置する場合には、一つの前記蓄電設備の配置位置を求めるごとに、前記蓄電設備が前記電力系統の構成要素として前記配置位置に配置されているように前記系統情報を更新してから、次の前記蓄電設備の配置位置を求めるように、順に一つずつ前記蓄電設備の配置位置を求め
ことを特徴とする配置位置算出装置の制御方法。
A control method for an arrangement position calculating device that calculates an arrangement position when arranging power storage equipment in an electric power system,
The arrangement position calculation device acquires system information representing the configuration of the power system and the electrical characteristics of each component,
The arrangement position calculation device acquires power storage facility information representing the electrical characteristics of the power storage facility,
The arrangement position calculation device calculates a predetermined index value related to the power system when the power storage facility is arranged in the power system using the system information and the power storage facility information, and the index value is a predetermined value. the position of the energy storage equipment such that the determined,
When the plurality of power storage facilities are arranged in the electric power system, the arrangement position calculation device calculates the arrangement position as a component of the electric power system every time the arrangement position of one electric power storage facility is obtained. wherein after updating the system information as being disposed, to determine the position of the next of said power storage equipment, position calculation, wherein Rukoto seek position one by one the energy storage equipment in order Device control method.
電力系統に蓄電設備を配置する際の配置位置を算出する配置位置算出装置に、
前記電力系統の構成及び各構成要素の電気的特性を表す系統情報を取得する手順と、
前記蓄電設備の電気的特性を表す蓄電設備情報を取得する手順と、
前記系統情報及び前記蓄電設備情報を用いて、前記電力系統内に前記蓄電設備を配置した場合の前記電力系統に関する所定の指標値を算出し、前記指標値が所定値になるような前記蓄電設備の配置位置を求める手順と、
複数の前記蓄電設備を前記電力系統に配置する場合には、一つの前記蓄電設備の配置位置を求めるごとに、前記蓄電設備が前記電力系統の構成要素として前記配置位置に配置されているように前記系統情報を更新してから、次の前記蓄電設備の配置位置を求めるように、順に一つずつ前記蓄電設備の配置位置を求める手順と、
を実行させるためのプログラム。
In the arrangement position calculation device for calculating the arrangement position when arranging the power storage equipment in the power system,
A procedure for acquiring system information representing the configuration of the power system and the electrical characteristics of each component;
A procedure for acquiring power storage facility information representing the electrical characteristics of the power storage facility;
Using the grid information and the power storage facility information, a predetermined index value related to the power system when the power storage facility is arranged in the power system is calculated, and the power storage facility is such that the index value becomes a predetermined value. The procedure for determining the placement position of
When arranging a plurality of power storage facilities in the power system, every time the position of one power storage facility is determined, the power storage facility is disposed at the position as a component of the power system. After obtaining the grid information, the procedure for obtaining the location of the power storage equipment one by one in order to obtain the location of the next power storage equipment;
A program for running
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