JP2021180581A - Soc controller for power storage device - Google Patents

Soc controller for power storage device Download PDF

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JP2021180581A
JP2021180581A JP2020085558A JP2020085558A JP2021180581A JP 2021180581 A JP2021180581 A JP 2021180581A JP 2020085558 A JP2020085558 A JP 2020085558A JP 2020085558 A JP2020085558 A JP 2020085558A JP 2021180581 A JP2021180581 A JP 2021180581A
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storage device
soc
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distribution network
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大輔 秋久
Daisuke Akihisa
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Toyota Motor Corp
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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
    • Y02BCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
    • Y02B70/00Technologies for an efficient end-user side electric power management and consumption
    • Y02B70/30Systems integrating technologies related to power network operation and communication or information technologies for improving the carbon footprint of the management of residential or tertiary loads, i.e. smart grids as climate change mitigation technology in the buildings sector, including also the last stages of power distribution and the control, monitoring or operating management systems at local level
    • 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
    • Y02BCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
    • Y02B90/00Enabling technologies or technologies with a potential or indirect contribution to GHG emissions mitigation
    • Y02B90/20Smart grids as enabling technology in buildings 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
    • 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
    • Y02E60/10Energy storage using batteries
    • 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
    • Y04S20/00Management or operation of end-user stationary applications or the last stages of power distribution; Controlling, monitoring or operating thereof
    • Y04S20/12Energy storage units, uninterruptible power supply [UPS] systems or standby or emergency generators, e.g. in the last power distribution stages
    • 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
    • Y04S20/00Management or operation of end-user stationary applications or the last stages of power distribution; Controlling, monitoring or operating thereof
    • Y04S20/20End-user application control systems
    • Y04S20/242Home appliances

Abstract

To provide, in a power distribution network for distributing electric power to a plurality of users, a configuration that controls the SOC of a power storage device to store the electric power in the power storage device so as to supply more electric power to the power distribution network that is connected to the power storage device and is expected to deal with the increased demand for electric power as an event or the like progresses.SOLUTION: The present invention relates to an SOC controller for controlling the SOC of a power storage device in a power distribution network to which a user apparatus, a power generator, and a power storage device are connected. The SOC controller includes: event prediction information acquisition means for acquiring prediction information on an event occurrence that can cause increase of demand for electric power by the user apparatus; and SOC control means for controlling the SOC when the prediction information is received, so that the power storage device can discharge electric power for supplying, through the power distribution network, the amount of electric power that is expected to be used by the user apparatus when an event in the prediction information happens.SELECTED DRAWING: Figure 1

Description

本発明は、蓄電装置のSOC(State of charge:充電量/電気容量)の制御装置に係り、より詳細には、複数のユーザー(需要者)に電力を分配して供給する配電網又は配電システムに於いて供給電力安定化のために配電網に接続された蓄電装置のSOCを制御する装置に係る The present invention relates to a control device for SOC (State of charge) of a power storage device, and more specifically, a power distribution network or a power distribution system that distributes and supplies power to a plurality of users (consumers). Related to the device that controls the SOC of the power storage device connected to the distribution network in order to stabilize the power supply.

発電所或いは発電装置などの発電源から複数のユーザーへ電力を分配する配電網に於いては、全体として、電力の供給量と需要量とが一致している必要があるところ、近年、配電網に導入されている太陽光発電、風力発電又は潮力発電などの自然変動型発電源の場合には、電力需要量の変動に対して電力供給量の調節が困難となるので、配電網に蓄電池を含む蓄電装置を接続し、電力需要量に対する電力供給量の安定的な追従を図る構成が採用され、そのような蓄電装置に関わる種々の改良が提案されている。例えば、特許文献1に於いては、複数の蓄電池と再生可能電源とを有するエネルギーシステムに於いて、蓄電池の劣化を抑制する目的で、蓄電池の充電時には、その蓄電池のSOCが予め適切に設定されたSOCの上限に到達するまでその蓄電池に対する充電状態を維持し、蓄電池の放電時には、その該蓄電池のSOCが予め適切に設定されたSOCの下限に到達するまで該蓄電池の充電状態を維持するように、蓄電池の充放電を個別に制御することが提案されている。特許文献2では、配電網の下流(下位系統)に於いて自然エネルギー発電装置、蓄電池及び電力を消費する負荷が相互に接続される小規模系統が設置された構成に於いて、小規模系統内の蓄電池の容量をより小さくしてコストが抑えられるようにしつつ、小規模系統と配電網の上流(上位系統)との間の送受電電力を低く抑え、上位系統に於いて悪影響を及ぼし得る下位系統から上位系統の逆潮流(電力の逆流)をできるだけ少なくできるように、蓄電池の運用を計画する方法が提案されている。特許文献3は、電力送配電ネットワークに負荷と電力源と共に接続された蓄電装置に於いて、ネットワークの電力の需給バランスを時々刻々において確保して当該ネットワークの系統周波数の安定を図るため、或いは、電力の需給バランスを確保して電力送配電ネットワーク内の需要供給の安定を図るための充放電が、蓄電装置の容量劣化度を低減するように充放電目標SOCと充放電電流レートが制御されて実行される構成を開示している。なお、配電網に於ける電力の需給に関して、特許文献4には、電力の取引において、過去のデータベースから将来の日時において電力需要者の電力需要を予測するシステムが開示されている。かかるシステムは、将来の日時における電力需要者の電力需要を予測し、日時において電力需要者の電力消費量を取得し、予測された電力需要予測量と電力計測部により測定された電力消費量とに基づいて、電力需要者に対して、電力消費量が予測された電力需要量と一致するように、電力消費量の調整を促すデマンドを送出されるよう構成されている。 In a distribution network that distributes electric power from a power source such as a power plant or a power generation device to multiple users, it is necessary that the supply amount and the demand amount of electric power match as a whole. In recent years, the distribution network In the case of naturally variable power generation such as solar power generation, wind power generation, or tidal power generation introduced in, it is difficult to adjust the power supply amount in response to fluctuations in power demand, so storage batteries are installed in the distribution network. A configuration is adopted in which a power storage device including the above is connected to stably follow the power supply amount with respect to the power demand amount, and various improvements related to such a power storage device have been proposed. For example, in Patent Document 1, in an energy system having a plurality of storage batteries and a regenerative power source, the SOC of the storage battery is appropriately set in advance when the storage battery is charged for the purpose of suppressing deterioration of the storage battery. The state of charge for the storage battery is maintained until the upper limit of the SOC is reached, and when the storage battery is discharged, the state of charge of the storage battery is maintained until the SOC of the storage battery reaches the lower limit of the SOC appropriately set in advance. It has been proposed to individually control the charging and discharging of the storage battery. In Patent Document 2, in a configuration in which a small-scale system in which a renewable energy power generation device, a storage battery, and a load that consumes electric power are interconnected is installed downstream of the distribution network (lower system), the inside of the small-scale system is installed. The capacity of the storage battery is made smaller so that the cost can be suppressed, while the power transmission / reception power between the small-scale system and the upstream (upper system) of the distribution network is kept low, which may adversely affect the upper system. A method of planning the operation of a storage battery has been proposed so that the reverse power flow (backflow of electric power) from the system to the upper system can be reduced as much as possible. Patent Document 3 describes, in a power storage device connected to a power transmission / distribution network together with a load and a power source, to secure a balance between supply and demand of power of the network every moment to stabilize the system frequency of the network, or to stabilize the system frequency of the network. The charge / discharge target SOC and charge / discharge current rate are controlled so that the charge / discharge to secure the balance between the supply and demand of electric power and stabilize the supply and demand in the power transmission / distribution network reduces the degree of capacity deterioration of the power storage device. It discloses the configuration to be executed. Regarding the supply and demand of electric power in the distribution network, Patent Document 4 discloses a system for predicting the electric power demand of an electric power consumer at a future date and time from a past database in the electric power transaction. Such a system predicts the power demand of the power consumer at a future date and time, acquires the power consumption of the power consumer at the date and time, and the predicted power demand forecast amount and the power consumption measured by the power measurement unit. Based on the above, it is configured to send a demand prompting the power consumer to adjust the power consumption so that the power consumption matches the predicted power demand.

国際公開2011/016273International release 2011/016273 特開2013−13240JP 2013-13240 特開2016−34170JP 2016-34170 特開2013−102637JP 2013-102637

ところで、或る配電網から給電されるユーザーの多くが一斉に電器(電力を消費する機器)を使用する場合、電力需要量(電力消費量)が一時的に或いは一過性に増大し、それが比較的急激或いは大規模であると、電力供給量の変化が追いつかず、配電網に於ける電力の需給バランスが不安定となる場合がある。実際、例えば、欧州では、サッカーワールドカップがテレビ中継されているとき、ハーフタイム時にテレビ観戦していた家庭で一斉に冷蔵庫が開閉されたことで配電網に於ける供給電力が不足し、大規模な電圧低下が生じたといった事例が報告されている。この点に関し、一般に、火力発電所、原子力発電所、水力発電所などの発電量の調節が可能な発電源が接続されている配電網に於いては、供給電力は、その発電量の調節によって変化させられるところ、今後、イベント等、特に、大型イベントが開催され、それらが、テレビ中継やブロード配信などのメディアを通じて中継される機会が増えると、イベント等の進行状況などに対応した多くのユーザーの行動に関わる電器の使用に起因して広域で大規模な電力需要の一時的或いは一過性の増大が生ずる機会も増え、発電所に於ける発電量の調節だけでは不十分となることも多くなると見込まれる。そこで、そのような電力需要の一時的或いは一過性の変化にも電力供給をより十分な程度にて追従させられるように、発電所に於ける発電量に加えて、供給電力を追加できる構成が配電網に組み込まれていることが好ましい。そのような何等かの理由に対応して電力需要の一時的或いは一過性の増加に対応して供給電力を追加できる構成としては、配電網に蓄電装置を接続しておき、蓄電装置からも電力需要の増大に応じて配電網へ電力を供給できるようした構成が考えられる。その際、イベント等の進行状況などを参照して、一時的或いは一過性の電力需要の増大が起きることを予測し、その変化が発生する前に蓄電装置のSOCを高めて、蓄電装置に電力量を蓄えておけば、電力需要量を賄えるように電力量を供給することが可能となるであろう。 By the way, when many users who are powered from a certain distribution network use electric power (devices that consume electric power) all at once, the electric power demand (electric power consumption) increases temporarily or transiently, and it becomes If is relatively rapid or large-scale, changes in the amount of power supply cannot keep up, and the balance between supply and demand of power in the distribution network may become unstable. In fact, for example, in Europe, when the Soccer World Cup was being broadcast on TV, the refrigerators were opened and closed all at once at homes watching TV during half-time, resulting in a shortage of power supply in the power grid, resulting in a large scale. Cases have been reported in which a significant voltage drop occurred. In this regard, in general, in a distribution network to which a power generation capable of adjusting the amount of power generation such as a thermal power plant, a nuclear power plant, or a hydropower plant is connected, the power supply is adjusted by adjusting the amount of power generation. Where it can be changed, in the future, events, etc., especially large-scale events will be held, and when there are more opportunities for them to be relayed through media such as TV broadcasting and broad distribution, many users will respond to the progress of the event etc. There are more opportunities for temporary or transient increases in large-scale power demand over a wide area due to the use of electrical appliances involved in the behavior of the power plant, and it may not be enough to adjust the amount of power generation at the power plant. Expected to increase. Therefore, a configuration that can add power supply in addition to the amount of power generation at the power plant so that the power supply can be made to follow such temporary or transient changes in power demand to a more sufficient degree. Is preferably incorporated into the power grid. As a configuration that can add power supply in response to a temporary or transient increase in power demand in response to such a reason, a power storage device is connected to the distribution network, and the power storage device can also be used. A configuration is conceivable in which power can be supplied to the distribution network in response to an increase in power demand. At that time, by referring to the progress of events, etc., it is predicted that a temporary or transient increase in power demand will occur, and before the change occurs, the SOC of the power storage device will be increased to make the power storage device. If the amount of electricity is stored, it will be possible to supply the amount of electricity so as to meet the demand for electricity.

かくして、本発明の一つの課題は、複数のユーザーに電力を分配して供給する配電網に於いて、蓄電装置が接続され、イベント等の進行状況などに対応した電力需要の増大が予測されるときには、その電力需要の増大に対応して電力を配電網へ供給できるように電力量を蓄えるべく蓄電装置のSOCが制御される構成を提供することである。(なお、以下に於いて、電力量、電力供給量、電力需要量、電力消費量などと言う場合には、エネルギー量[ワット×時間]を指すものとし、電力、需要電力、消費電力、供給電力などと言う場合には、仕事率[ワット]を指すものとする。) Thus, one problem of the present invention is that in a distribution network that distributes and supplies electric power to a plurality of users, a power storage device is connected, and an increase in electric power demand corresponding to the progress of an event or the like is expected. Occasionally, it is to provide a configuration in which the SOC of the power storage device is controlled to store the amount of electric power so that the electric power can be supplied to the distribution network in response to the increase in the electric power demand. (In the following, when referring to electric energy, electric power supply, electric power demand, electric energy consumption, etc., it means energy amount [watt x time], and electric energy, electric power demand, power consumption, supply. When we say electric power, we mean the power [watt].)

本発明によれば、上記の課題は、少なくとも一つのユーザー電器、発電装置及び蓄電装置が接続された配電網に於ける前記蓄電装置のSOCを制御するSOC制御装置であって、
前記ユーザー電器による需要電力の増大を惹起し得る事象の発生の予測情報を取得する事象予測情報取得手段と、
前記予測情報が得られたとき、その前記予測情報の前記事象が発生したときに前記ユーザー電器により消費されると予測される電力量が前記配電網に於いて供給されるように前記蓄電装置から電力が放電できるよう前記SOCを制御するSOC制御手段と
を含む装置によって達成される。
According to the present invention, the above-mentioned problem is an SOC control device that controls the SOC of the power storage device in a distribution network to which at least one user electric device, a power generation device, and a power storage device are connected.
An event prediction information acquisition means for acquiring prediction information of the occurrence of an event that can cause an increase in power demand by the user electric appliance.
When the prediction information is obtained, the power storage device is supplied with the power distribution network so that the amount of power predicted to be consumed by the user electric power when the event of the prediction information occurs is supplied in the distribution network. It is achieved by a device including an SOC control means that controls the SOC so that power can be discharged from the.

上記の構成に於いて、「配電網」は、既に触れた如く、発電所又は発電装置にて発電された電力を複数のユーザーに分配して供給する通常の態様の配電網であってよい。「ユーザー電器」とは、各ユーザーに於いて使用する電力を消費する機器、例えば、冷蔵庫、テレビ、洗濯機、空調装置、調理器具、音響機器などであってよく、また、蓄電池を搭載した自動車であってもよい。発電装置は、火力、水力、原子力等を利用した任意の形式の発電所の発電機又は発電装置であってよく、太陽光、風力、地熱、潮力などを利用した自然変動型発電源(再生可能エネルギーを利用した発電)であってもよい。蓄電装置は、典型的には、充放電可能なリチウムイオン電池、或いは、その他の充放電可能な蓄電池(例えば、鉛蓄電池、ニッケル水素電池、NAS電池)を含む蓄電装置であってよく、或いは蓄電器を含む蓄電装置であってもよい。典型的には、一つの蓄電装置に複数の蓄電池又は蓄電器が装備される。蓄電装置は、ユーザー毎に、或る程度の数のユーザーの群毎に、或いは、配電網毎に設置されてよい。「SOC」は、上記の如く、蓄電池又は蓄電器の充電量/電気容量で表され、「SOC制御手段」は、蓄電池又は蓄電器の充放電を行ってSOCを制御するこの分野で用いられている任意の形式の制御装置(BMU(Battery Management Unit)など)を含む装置であってよい。「少なくとも一つのユーザー電器による需要電力の増大を惹起し得る事象」とは、その事象が生ずると、少なくとも一人のユーザー或いは多数のユーザーがそれぞれ電器を一斉に使用するなどによって、配電網に要求される電力の需要量が増大する事象であってよい。具体的には、例えば、テレビ又は配信で中継され、多くのユーザーが視聴するスポーツ試合、音楽コンサート、演劇、ショーなどの開始・終了、それらの休憩時間の開始・終了、テレビ・配信番組の開始・終了、CMの開始・終了、或いは、その他のユーザーが電器を操作して電器の使用状態が変更されるきっかけとなる任意の事象であってよい。かかる事象の発生の「予測情報」とは、上記のような事象が近い将来(例えば、数分後、数十分後、1時間後、数時間後など)に発生することを通知する情報であり、イベント等の開催者又は関係者、テレビ・配信番組の発信者又は関係者から提供される情報(イベント等情報)から取得されてよい。例えば、イベント等情報の提供者から予測情報が提供されてもよく、或いは、イベント等の情報から配電網の管理者又は操作者等が配電網に要求される電力の需要量が増大すると予想される事象を選択的に抽出するようになっていてもよい。 In the above configuration, the "distribution network" may be, as already mentioned, a distribution network of a normal aspect in which the power generated by the power plant or the power generation device is distributed and supplied to a plurality of users. The "user electric appliance" may be a device that consumes power used by each user, for example, a refrigerator, a television, a washing machine, an air conditioner, a cooking utensil, an acoustic device, or the like, and an automobile equipped with a storage battery. May be. The power generation device may be a generator or a power generation device of any type of power plant using thermal power, hydraulic power, nuclear power, etc., and is a naturally variable power generation power source (renewable) using solar power, wind power, geothermal power, tidal power, etc. It may be power generation using possible energy). The power storage device may typically be a charge / discharge rechargeable lithium-ion battery or a power storage device including other rechargeable / dischargeable storage batteries (eg, lead-acid battery, nickel-metal hydride battery, NAS battery), or a power storage device. It may be a power storage device including. Typically, one power storage device is equipped with a plurality of storage batteries or storage devices. The power storage device may be installed for each user, for each group of a certain number of users, or for each distribution network. As described above, "SOC" is represented by the charge amount / electric capacity of the storage battery or the capacitor, and "SOC control means" is an arbitrary used in this field of charging and discharging the storage battery or the capacitor to control the SOC. It may be a device including a control device of the type (BMU (Battery Management Unit) or the like). An "event that can cause an increase in power demand due to at least one user's electric power" is required of the power grid by at least one user or a large number of users using the electric power at the same time when the event occurs. It may be an event in which the demand for electric power increases. Specifically, for example, the start / end of sports games, music concerts, plays, shows, etc. that are broadcast on TV or distribution and are viewed by many users, the start / end of their breaks, and the start of TV / distribution programs. -It may be any event that triggers the end, the start / end of the CM, or another user operating the electric appliance to change the usage state of the electric appliance. The "predictive information" of the occurrence of such an event is information for notifying that the above-mentioned event will occur in the near future (for example, after a few minutes, a few minutes, an hour, a few hours, etc.). Yes, it may be obtained from information (event information) provided by the organizer or related party of the event, etc., the sender of the television / distributed program, or the related party. For example, forecast information may be provided by a provider of information such as an event, or it is expected that the amount of power demanded by a distribution network administrator or operator from the information such as an event will increase. Events may be selectively extracted.

上記の本発明の装置の作動に於いては、事象予測情報取得手段に於いて、需要電力の増大を惹起し得る事象の発生の予測情報が取得されると、これに応答して、SOC制御手段が蓄電装置のSOCの制御を実行する。かかるSOCの制御に於いては、具体的には、予測情報にて予測された事象が発生した場合にユーザー電器により消費されると予測される電力量が配電網にて供給されるように蓄電装置から電力が放電できるように、即ち、配電網の発電装置からの供給される電力量と蓄電装置から放電される電力量とで、ユーザー電器により消費されると予測される電力量が賄えるように、蓄電装置に電力量を蓄えるべく、蓄電装置のSOCが調整される。実施の形態に於いては、SOC制御手段は、或る事象の予測情報が得られると、その事象の発生に伴って生ずる電力量の予測量に対応して、蓄電装置のSOCの目標値(目標SOC)を決定し、蓄電装置のSOCがその目標SOCに達するようにSOCが高くなるよう調整される。なお、かかるSOC制御は、好適には、予測情報にて予測された事象が発生する前までに完了される。SOC制御に於ける蓄電装置への充電は、配電網に接続された発電装置から配電網を解して電力を供給することにより達成される。 In the operation of the above-mentioned device of the present invention, when the event prediction information acquisition means acquires the prediction information of the occurrence of an event that can cause an increase in power demand, the SOC control is performed in response to the acquisition. The means performs control of the SOC of the power storage device. In such SOC control, specifically, when an event predicted by the prediction information occurs, the electric energy predicted to be consumed by the user electric appliance is stored so as to be supplied by the distribution network. So that the electric energy can be discharged from the device, that is, the electric energy supplied from the power generation device of the distribution network and the electric energy discharged from the power storage device can cover the electric energy expected to be consumed by the user electric appliance. In addition, the SOC of the power storage device is adjusted so that the electric energy can be stored in the power storage device. In the embodiment, when the prediction information of a certain event is obtained, the SOC control means corresponds to the predicted amount of electric energy generated by the occurrence of the event, and the SOC target value of the power storage device ( The target SOC) is determined, and the SOC is adjusted to be high so that the SOC of the power storage device reaches the target SOC. It should be noted that such SOC control is preferably completed before the event predicted by the prediction information occurs. Charging of the power storage device in the SOC control is achieved by disconnecting the distribution network from the power generation device connected to the distribution network and supplying electric power.

上記の本発明の装置の構成によれば、配電網に接続されているユーザー電器(通常は、複数)の需要電力が増大する事象の発生が予測されると、それに備えて、配電網に接続されている蓄電装置からも電力を放電することにより配電網にて予測される需要電力量を賄える電力量を供給できるように、事象の発生前に蓄電装置を充電するなどしてSOCが制御されることとなる。これにより、事象の発生に伴ってユーザー電器の電力需要量が増大しても、蓄電装置から電力が供給されることで、配電網に於ける電力供給量の不足による供給電力の不安定化が抑制又は回避されることとなる。 According to the above-mentioned configuration of the device of the present invention, when an event occurs in which the demand power of the user electric power (usually a plurality) connected to the distribution network increases, the connection to the distribution network is prepared in preparation for the occurrence of the event. The SOC is controlled by charging the power storage device before the occurrence of an event so that the power storage device can supply the power amount that can meet the expected power consumption amount in the distribution network by discharging the power from the power storage device. The Rukoto. As a result, even if the power demand of the user's electric appliances increases due to the occurrence of an event, the power is supplied from the power storage device, and the power supply becomes unstable due to the shortage of the power supply in the distribution network. It will be suppressed or avoided.

上記の本発明の装置の構成に於いて、予測情報が取得された後の蓄電装置のSOC制御は、配電網に接続された発電装置の電力供給能力を考慮して実行されてよい。具体的には、蓄電装置のSOCは、予測情報の事象の発生する時期に於けるユーザー電器の電力需要量に対する発電装置の電力供給量の不足分を、蓄電装置から放電される電力量にて補填できるように制御されてよい。発電装置として、太陽光、風力、地熱、潮力などの自然変動型発電源を含む場合には、事象の発生が予測される時期に於ける自然変動型発電源の発電量を予測する発電量予測手段が設けられ、蓄電装置のSOCは、ユーザー電器の電力需要量の一部が発電量予測手段により予測される電力量により賄われるものとして制御されてよい。その場合、蓄電装置のSOCは、自然変動型発電源の発電量がない場合よりも低い値に制御されることとなり、蓄電池の劣化の一要因となる高いSOCでの充放電の実行頻度が低減され、有利である。 In the above-mentioned configuration of the device of the present invention, the SOC control of the power storage device after the prediction information is acquired may be executed in consideration of the power supply capacity of the power generation device connected to the distribution network. Specifically, the SOC of the power storage device determines the shortage of the power supply amount of the power generation device with respect to the power demand amount of the user electric appliance at the time when the event of the prediction information occurs, by the amount of power discharged from the power storage device. It may be controlled so that it can be compensated. When the power generation device includes a naturally fluctuating power generation source such as solar power, wind power, geothermal power, and tidal power, the amount of power generation that predicts the amount of power generation of the naturally fluctuating power generation power source at the time when the occurrence of an event is predicted. A prediction means is provided, and the SOC of the power storage device may be controlled so that a part of the power demand of the user electric power is covered by the power amount predicted by the power generation amount prediction means. In that case, the SOC of the power storage device is controlled to a lower value than when there is no power generation amount of the naturally fluctuating power generation, and the frequency of charging / discharging at a high SOC, which is one of the causes of deterioration of the storage battery, is reduced. It is advantageous.

また、上記の本発明の構成に於いて、蓄電装置のSOC制御に於いて、SOCの変化幅に制限が設定されている場合には、一時的に、かかる制限が解除されてもよい。一般に、リチウムイオン電池などの蓄電池に於いては、SOCが高い状態で充放電が実行されると、電極と電解液との間の電位差が大きくなり、蓄電池の劣化(充電可能な容量の低下)が進みやすいことから、蓄電装置のSOC制御に於いて、かかる蓄電池の劣化を防止又は抑制する目的で、SOCに上限値が設けられ、SOCが上限値を超えて充電されることが制限されている場合がある。しかしながら、上記の如き、或る事象に伴って増大するユーザー電器による電力需要量を、蓄電装置からの電力供給により補うためのSOC制御に於いて、SOCがその上限値に到達していても、事象に伴うユーザー電器の使用による電力需要量を十分に賄えない場合も起き得る。従って、そのような場合には、前記の或る事象の発生の予測情報が取得されたときに、一時的に、SOCがその上限値を超えて増大が許されるようにSOC制御が修正されてよい。これにより、より多くの電力量が一時的に蓄電装置に蓄えられることとなり、事象に伴うユーザー電器の使用による電力需要の増大時に、より多くの電力量が配電網へ供給できることとなる。 Further, in the above-described configuration of the present invention, if a limit is set for the change width of the SOC in the SOC control of the power storage device, the limitation may be temporarily lifted. Generally, in a storage battery such as a lithium-ion battery, when charging / discharging is executed with a high SOC, the potential difference between the electrode and the electrolytic solution becomes large, and the storage battery deteriorates (decrease in chargeable capacity). In the SOC control of the power storage device, an upper limit value is set for the SOC for the purpose of preventing or suppressing the deterioration of the storage battery, and the SOC is restricted from being charged in excess of the upper limit value. May be present. However, even if the SOC reaches the upper limit in the SOC control for supplementing the power demand by the user electric power that increases with a certain event by the power supply from the power storage device as described above. It may happen that the power demand due to the use of the user's electric power due to the event cannot be sufficiently covered. Therefore, in such a case, the SOC control is modified so that the SOC is temporarily allowed to increase beyond the upper limit when the prediction information of the occurrence of the above-mentioned event is acquired. good. As a result, a larger amount of electric power is temporarily stored in the power storage device, and a larger amount of electric power can be supplied to the distribution network when the electric power demand increases due to the use of the user electric appliance due to the event.

上記の本発明の装置の構成に於いては、需要電力の変化を惹起し得る或る事象の発生の予測情報に応答して、その事象の発生に伴って生ずる電力量の予測量に対応した目標SOCが決定される。かかる構成について、目標SOCは、任意の態様にて、発生の予測される事象毎に決定されてよい。一つの態様に於いては、事象毎に、過去に同様の事象が発生したときの電力消費量を参照して、電力需要量の予測量(電力需要予測量)のルックアップテーブル又はリストを予め作成しておき、事象発生の予測情報が得られたときに、ルックアップテーブル又はリストから、予測された事象に対応する電力需要予測量を選択し、それに基づいて、目標SOCが選択されてよい。また、別の態様として、種々の事象が発生したときの事象の種類とユーザー機器の消費電力に影響を与えると考えられる種々のパラメータ(各ユーザーの通常時の需要電力値又は需要電力パターン、天候情報、時間帯、平日又は休日の別など)とを入力として用い、種々の事象が発生したときの電力需要量又は電力消費量を出力として用いて機械学習を実行して、種々の事象が発生したときの電力消費又は需要の予測量を算出する回帰演算器を作成し、事象発生の予測情報が得られたときに、回帰演算器を用いて、予測された事象に対応する電力需要予測量を算出し、それに基づいて、目標SOCが決定されてよい。なお、機械学習による回帰演算器に於いては、目標SOCが直接出力されるようになっていてもよい。また、ここに於ける電力消費又は電力需要の予測量は、各ユーザーについて、算出されるようになっていてよく、その場合、配電網を現に利用しているユーザーの電力需要の予測量を選択的に総計したものに基づいて配電網で事象に伴って生ずる電力需要量を精度よく予測することが可能となる。 In the above-mentioned configuration of the apparatus of the present invention, in response to the prediction information of the occurrence of a certain event that can cause a change in the demand power, the predicted amount of the electric energy generated by the occurrence of the event corresponds to. The target SOC is determined. For such configurations, the target SOC may be determined for each event expected to occur in any manner. In one embodiment, for each event, a lookup table or list of the predicted amount of power demand (predicted amount of power demand) is prepared in advance with reference to the power consumption when a similar event occurs in the past. When the forecast information of the event occurrence is obtained, the power demand forecast amount corresponding to the predicted event may be selected from the lookup table or the list, and the target SOC may be selected based on the forecast amount. .. In addition, as another aspect, various parameters that are considered to affect the type of event when various events occur and the power consumption of the user equipment (normal demand power value or demand power pattern of each user, weather). Information, time zone, weekday or holiday, etc.) is used as an input, and machine learning is executed using the power demand or power consumption when various events occur as an output, and various events occur. Create a regression calculator that calculates the predicted amount of power consumption or demand at the time of the event, and when the forecast information of the event occurrence is obtained, use the regression calculator to predict the power demand corresponding to the predicted event. And based on that, the target SOC may be determined. In the regression calculator by machine learning, the target SOC may be directly output. Further, the predicted amount of power consumption or power demand here may be calculated for each user, and in that case, the predicted amount of power demand of the user who is actually using the distribution network is selected. It is possible to accurately predict the amount of power demand that accompanies an event in the distribution network based on the total sum.

ところで、隣接して複数の配電網が存在している地域に於いて、各配電網での電力需要量が異なる場合がある。その場合、電力需要量が大きくなると予測される配電網の領域には、その配電網に接続される蓄電装置の総容量が大きくできることが好ましい。この点に関し、蓄電装置の少なくとも一部が電気自動車等の車両に搭載された蓄電装置であれば、電力需要量が大きくなると予測される配電網の領域へ蓄電装置を搭載した車両を移動させ、各蓄電装置を配電網に接続すれば、対応する領域の配電網に於ける蓄電装置の総容量を大きくすることが可能である。そこで、本発明の装置に於いては、事象発生の予測情報が取得された際に、配電網の領域によって、予測される電力需要量が異なる場合には、電力需要予測量の大きい領域への蓄電装置を搭載した車両の移動を促すための情報が各車両へ伝達されるようになっていてよい。具体的には、装置に於いて、予測情報に応答して各領域の配電網に於ける電力需要量の予測量を決定する手段と、各領域の予測量に基づいて蓄電装置を搭載した車両を集めるべき領域(目標領域)を決定する手段と、目標領域へ車両を移動して蓄電装置を配電網に接続させることを促進する情報(車両誘導情報)を各車両に提供する手段とが設けられてよい。車両誘導情報は、例えば、目標領域に於ける充電料金を一時的に低下するなどの情報であってよい。 By the way, in an area where a plurality of distribution networks exist adjacent to each other, the amount of power demand in each distribution network may be different. In that case, it is preferable that the total capacity of the power storage device connected to the distribution network can be increased in the region of the distribution network where the power demand is expected to be large. In this regard, if at least a part of the power storage device is mounted on a vehicle such as an electric vehicle, the vehicle equipped with the power storage device is moved to the area of the distribution network where the power demand is expected to increase. By connecting each power storage device to the distribution network, it is possible to increase the total capacity of the power storage device in the distribution network in the corresponding area. Therefore, in the apparatus of the present invention, when the predicted power demand amount differs depending on the area of the distribution network when the event occurrence prediction information is acquired, the power demand predicted amount is large. Information for encouraging the movement of the vehicle equipped with the power storage device may be transmitted to each vehicle. Specifically, in the device, a means for determining the predicted amount of power demand in the distribution network in each area in response to the prediction information, and a vehicle equipped with a power storage device based on the predicted amount in each area. There is a means for determining the area (target area) to collect the information, and a means for providing each vehicle with information (vehicle guidance information) for moving the vehicle to the target area and connecting the power storage device to the power grid. May be done. The vehicle guidance information may be, for example, information such as temporarily reducing the charging charge in the target area.

かくして、上記の本発明の構成によれば、イベント等の事象に伴ってユーザーが一斉に電器を使用するなどして、電力需要量が一時的に或いは一過性に増大するような場合でも、事象の発生に先立って、蓄電装置のSOCを高めておき、事象の発生時には、配電網に接続された発電装置の電力供給量に加えて、蓄電装置から電力を放電するというように蓄電装置のSOCを制御することにより、供給電力を安定的に維持することが可能となる。本発明の装置の構成は、従前より利用されている火力、水力、原子力等の発電所から電力供給が為される配電網に適用されてもよく、近年普及しつつある再生可能エネルギーを利用した発電装置により電力供給が為される配電網に適用されてもよい。 Thus, according to the above-mentioned configuration of the present invention, even when the electric power demand increases temporarily or transiently due to the users using the electric appliances all at once due to an event such as an event. Prior to the occurrence of an event, the SOC of the power storage device is increased, and when an event occurs, the power is discharged from the power storage device in addition to the power supply amount of the power generation device connected to the distribution network. By controlling the SOC, it becomes possible to stably maintain the power supply. The configuration of the apparatus of the present invention may be applied to a distribution network in which electric power is supplied from a power plant such as thermal power, hydraulic power, or nuclear power that has been used conventionally, and utilizes renewable energy that has become widespread in recent years. It may be applied to a distribution network to which power is supplied by a power generation device.

本発明のその他の目的及び利点は、以下の本発明の好ましい実施形態の説明により明らかになるであろう。 Other objects and advantages of the invention will be apparent by the following description of preferred embodiments of the invention.

図1(A)、(B)は、本実施形態による蓄電装置のSOC制御装置が適用される配電網の模式的なブロック図である。(A)は、配電網の主幹に対して蓄電装置が接続された形式(集中型)であり、(B)は、各ユーザーに蓄電装置が接続された形式(分散型)である。図1(C)は、本実施形態による蓄電装置のSOC制御装置の構成をブロック図の形式で表した図である。1 (A) and 1 (B) are schematic block diagrams of a distribution network to which the SOC control device of the power storage device according to the present embodiment is applied. (A) is a type in which a power storage device is connected to the main trunk of the distribution network (centralized type), and (B) is a type in which a power storage device is connected to each user (distributed type). FIG. 1C is a diagram showing the configuration of the SOC control device of the power storage device according to the present embodiment in the form of a block diagram. 図2は、本実施形態による蓄電装置のSOC制御装置に於いて、機械学習を用いて、事象発生の予測情報が取得されたことに応答して事象発生時の電力需要量の予測量を演算する回帰演算器を模式的に描いた図である。FIG. 2 shows that in the SOC control device of the power storage device according to the present embodiment, machine learning is used to calculate the predicted amount of power demand at the time of event occurrence in response to the acquisition of event occurrence prediction information. It is a diagram schematically depicting a regression arithmetic unit. 図3は、本実施形態による蓄電装置のSOC制御装置により制御される蓄電池のSOCの範囲を説明する図である。FIG. 3 is a diagram illustrating a range of SOC of a storage battery controlled by the SOC control device of the power storage device according to the present embodiment. 図4は、本実施形態による蓄電装置のSOC制御装置に於ける作動をフローチャートの形式で表した図である。FIG. 4 is a diagram showing the operation of the power storage device in the SOC control device according to the present embodiment in the form of a flowchart. 図5(A)は、車両に搭載された蓄電装置が接続されるよう構成された配電網の模式的なブロック図である。図5(B)は、本実施形態による蓄電装置のSOC制御装置により実行されるSOC制御が複数の配電網が隣接した地域に於いて適用される場合に、事象発生時の電力需要量が多くなると予測される配電網の領域へ蓄電装置を搭載した車両を誘導する様子を模式的に説明する図である。FIG. 5A is a schematic block diagram of a power distribution network configured to connect a power storage device mounted on a vehicle. FIG. 5B shows a large amount of power demand at the time of an event when the SOC control executed by the SOC control device of the power storage device according to the present embodiment is applied in an area where a plurality of distribution networks are adjacent to each other. It is a figure schematically explaining the state of guiding a vehicle equipped with a power storage device to the area of a distribution network which is predicted to become.

1…発電所
2…自然変動型発電源
3…変電所
4…集中型蓄電装置
10…配電網
pt…柱上変圧器
B…分散型蓄電装置
P…自然変動型発電源(分散型)
EV…蓄電装置を搭載した車両
1 ... Power plant 2 ... Naturally variable power generation 3 ... Substation 4 ... Centralized power storage device 10 ... Distribution network pt ... Pole transformer B ... Distributed power storage device P ... Naturally variable power generation (distributed type)
EV: A vehicle equipped with a power storage device

以下に添付の図を参照しつつ、本発明を幾つかの好ましい実施形態について詳細に説明する。図中、同一の符号は、同一の部位を示す。 Some preferred embodiments of the present invention will be described in detail below with reference to the accompanying figures. In the figure, the same reference numerals indicate the same parts.

配電網の概要
図1(A)、(B)を参照して、本実施形態の蓄電装置のSOC制御装置は、基本的には、発電所などの発電装置の発電した電力を少なくとも一つのユーザーの電器へ分配する通常の態様の配電網10に適用されてよい。配電網10に於いて、電力の供給源である発電装置は、火力、水力、原子力等の任意の形式の発電所1の発電機であってよく、太陽光、風力、地熱、潮力などを利用した自然変動型発電源2であってもよい。発電所又は自然変動型発電源で発電された電力は、通常の態様にて高電圧にて順々に降圧されながら配電変電所3へ送電され、更に、配電変電所3より、配電線から成る配電網10を介してユーザー(家庭、商店、商業施設、公共施設、工場など)へ分配される(電力が配電網10からユーザーの電器へ供給される際、通常、柱上変圧器pt等により、電器にて利用される電圧まで降圧される。)。配電変電所からは、互いに独立に送電が制御される系統の複数の配電網10が延在しているよう構成されていてよい。
Overview of the power grid With reference to FIGS. 1 (A) and 1 (B), the SOC control device of the power storage device of the present embodiment basically uses at least one user for the power generated by the power generation device such as a power plant. It may be applied to the distribution network 10 of the usual aspect of distributing to the electric power of the above. In the distribution network 10, the power generation device that is the power supply source may be a generator of any type of power plant 1 such as thermal power, hydraulic power, nuclear power, etc., and may use solar power, wind power, geothermal power, tidal power, and the like. It may be the naturally variable power generation power source 2 used. The power generated by the power plant or the naturally fluctuating power generation source is transmitted to the distribution substation 3 while being stepped down in order at a high voltage in the normal manner, and further consists of distribution lines from the distribution substation 3. It is distributed to users (households, shops, commercial facilities, public facilities, factories, etc.) via the distribution network 10 (when power is supplied from the distribution network 10 to the user's electric appliances, it is usually supplied by a pillar transformer pt or the like. , The voltage is stepped down to the voltage used by the electric appliance.) From the distribution substation, a plurality of distribution networks 10 of a system in which power transmission is controlled independently of each other may extend.

上記の如き配電網10に於いて、本実施形態が適用される場合には、更に、発電装置1、2にて発電され送出される電力を蓄電でき、また、配電網又はユーザーの電器へ電力を供給できる蓄電池又は蓄電器を含む蓄電装置(4、B)が接続される。蓄電装置は、図1(A)に模式的に描かれている如く、配電網10に対して直接的に接続されていてもよく(集中型蓄電装置4)、或いは、図1(A)に模式的に描かれている如く、ユーザー毎に接続されていてもよい(配電網に対して間接的に接続された状態、分散型蓄電装置B)。蓄電装置に装備される蓄電池は、典型的には、充放電可能なリチウムイオン電池であるが、その他の充放電可能な蓄電池、例えば、鉛蓄電池、ニッケル水素電池、NAS電池などであってよい。図1(A)の如き集中型蓄電装置4の充放電は、配電網の管理者又は操作者による操作に基づいて実行されてよく、図1(B)の如き分散型の蓄電装置の充放電は、配電網の管理者又は操作者による操作、或いは、ユーザーによる操作に基づいて若しくは予め設定されたプログラムに従った作動に基づいて実行されてよい。これらの蓄電装置は、発電装置から供給される電力量だけでは配電網に於けるユーザーの電力需要量を賄えない場合、蓄電された電力量を放出し、これにより、配電網に於ける電力供給を安定化するよう機能する。そして、特に、本実施形態に於いては、後に説明される如く、SOC制御装置が、イベント等の事象の発生の予測情報を取得すると、これに応答して、蓄電装置4又はBに電力量を蓄えるべく、蓄電装置4又はBの目標SOCを決定し、蓄電装置のSOCを目標SOCに一致させる制御が実行される。また、各ユーザーの柱上変圧器pt等の下流の配電線に、太陽光発電装置などの自然変動型発電源Pが備えられていてもよく、そこで発電された電力も蓄電装置B(又は4)に蓄電されてよい。なお、図示していないが、各ユーザーの各機器の状態は、エネルギーマネジメントシステム(EMS)により、配電網の状態と各ユーザーの各機器の状態とを参照して制御される。上記のSOC制御装置は、EMSの一部として構成されてよい。 When the present embodiment is applied to the distribution network 10 as described above, the electric power generated and transmitted by the power generation devices 1 and 2 can be further stored, and the electric power to the distribution network or the user's electric power can be stored. A power storage device (4, B) including a storage battery or a power storage device capable of supplying power is connected. The power storage device may be directly connected to the distribution network 10 as schematically depicted in FIG. 1 (A) (centralized power storage device 4), or as shown in FIG. 1 (A). As depicted schematically, it may be connected to each user (state indirectly connected to the distribution network, distributed power storage device B). The storage battery mounted on the power storage device is typically a chargeable / dischargeable lithium ion battery, but other chargeable / dischargeable storage batteries such as a lead storage battery, a nickel hydrogen battery, and a NAS battery may be used. The charge / discharge of the centralized power storage device 4 as shown in FIG. 1 (A) may be executed based on the operation by the administrator or the operator of the distribution network, and the charge / discharge of the distributed power storage device as shown in FIG. 1 (B) may be executed. May be executed based on an operation by the administrator or operator of the grid, or based on an operation by the user or based on an operation according to a preset program. When these power storage devices cannot meet the user's power demand in the distribution network only by the amount of power supplied from the power generation device, they release the stored power amount, whereby the power in the distribution network is released. It works to stabilize the supply. Then, in particular, in the present embodiment, as will be described later, when the SOC control device acquires the prediction information of the occurrence of an event such as an event, in response to this, the electric energy amount to the power storage device 4 or B. The target SOC of the power storage device 4 or B is determined, and the control of matching the SOC of the power storage device with the target SOC is executed. Further, the distribution line downstream of each user's pole transformer pt or the like may be equipped with a naturally variable power generation P such as a solar power generation device, and the power generated there may also be the power storage device B (or 4). ) May be stored. Although not shown, the state of each device of each user is controlled by the energy management system (EMS) with reference to the state of the distribution network and the state of each device of each user. The SOC controller described above may be configured as part of the EMS.

SOC制御装置の構成
本実施形態による蓄電装置のSOC制御装置は、典型的には、コンピュータ装置であってよく、通常の態様にて、図示していない双方向コモン・バスにより相互に連結されたCPU、記憶装置、入出力装置(I/O)が装備され、装置内の各部の作動は、CPUに於いてプログラムを実行することにより達成されることとなる。SOC制御装置と蓄電装置との間に於ける制御信号及び蓄電池等の状態を表す信号の通信は、通常の有線通信又は無線通信の方式で達成されてよい。図1(C)を参照して、実施の形態に於いて、SOC制御装置は、より具体的には、イベント等の事象の発生の予測情報を取得し、事象の発生時の配電網に於ける電力需要量を予測する電力需要量予測部と、電力需要予測量を参照して蓄電装置の目標SOCをする目標SOC決定部と、目標SOCを参照して蓄電装置の蓄電池又は蓄電器(蓄電池等)のSOCを目標SOCに一致させるべく、蓄電池等の充放電を制御するBMUとを含んでいてよい。
Configuration of SOC Control Device The SOC control device of the power storage device according to the present embodiment may be typically a computer device, and is connected to each other by a bidirectional common bus (not shown) in a normal manner. A CPU, a storage device, and an input / output device (I / O) are equipped, and the operation of each part in the device is achieved by executing a program in the CPU. Communication of the control signal and the signal indicating the state of the storage battery or the like between the SOC control device and the power storage device may be achieved by a normal wired communication or wireless communication method. With reference to FIG. 1C, in the embodiment, the SOC control device more specifically acquires the prediction information of the occurrence of an event such as an event, and in the distribution network at the time of the occurrence of the event. A power demand prediction unit that predicts the amount of power demand to be used, a target SOC determination unit that determines the target SOC of the power storage device by referring to the power demand forecast amount, and a storage battery or a storage device (storage battery, etc.) of the power storage device by referring to the target SOC. ) May include a BMU that controls charging and discharging of a storage battery or the like in order to match the SOC with the target SOC.

かかる構成に於いて、電力需要量予測部に於いて、取得されるイベント等の事象の発生の予測情報は、より具体的には、既に触れた如く、その発生により配電網に於けるユーザーの電器の使用による電力需要量が増大する事象が近い将来、例えば、数分後、数十分後、1時間後、数時間後などに発生することを通知する情報である。そのような事象とは、例えば、テレビ又は配信で中継され、多くのユーザーが視聴するスポーツ試合、音楽コンサート、演劇、ショーなどの開始、それらの休憩時間の開始・終了、終了、テレビ・配信番組の開始・終了、CMの開始・終了、或いは、その他の任意の事象であってよい。そして、それらの事象発生の予測情報は、事象の発生に先立って、任意の態様にて、電力需要量予測部へ提供されるようになっていてよい。具体的には、かかる予測情報は、例えば、予め、イベント等の開催者又は関係者、テレビ・配信番組の発信者又は関係者等に依頼して入手するか、それらの者に事象発生の前に予測情報を発信してもらうなどして、取得されてよい。或いは、イベント等の関係者等から提供される事象発生の予定の情報を参照して、配電網の管理者又は操作者等が配電網に要求される電力の需要量が変化すると予想される事象を抽出して、適宜、電力需要量予測部へ与えられるようになっていてもよい。 In such a configuration, in the power demand prediction unit, the prediction information of the occurrence of an event such as an event acquired is more specifically, as already mentioned, the occurrence of the occurrence of the user in the distribution network. This is information for notifying that an event in which the amount of electric power demand increases due to the use of an electric device will occur in the near future, for example, after a few minutes, a few minutes, an hour, or an hour. Such events include, for example, the start of sports games, music concerts, plays, shows, etc. that are broadcast on television or broadcast and watched by many users, the start / end of their breaks, the end of those breaks, and television / broadcast programs. It may be the start / end of the CM, the start / end of the CM, or any other event. Then, the prediction information of the occurrence of such an event may be provided to the electric power demand amount prediction unit in an arbitrary manner prior to the occurrence of the event. Specifically, such forecast information can be obtained, for example, by requesting the organizer of an event or a related person, the sender of a television / distributed program or a related person, etc. in advance, or before the event occurs to those persons. It may be acquired by having the forecast information sent to. Alternatively, an event in which the distribution network manager or operator is expected to change the amount of power required for the distribution network by referring to the information on the event occurrence schedule provided by the parties concerned such as the event. May be extracted and given to the power demand forecasting unit as appropriate.

かくして、電力需要量予測部は、取得された予測情報にて発生が予測された事象に応じて、その事象の発生時の配電網に於けるユーザー電器の電力需要量、即ち、電力需要量の予測を実行する。かかる電力需要量の予測は、任意の態様にて為されてよい。例えば、一つの態様に於いては、事象毎に、過去に同様の事象が発生したときの電力需要量に基づいて、電力需要量の予測量のルックアップテーブル又はリストを作成しておき、予測情報が取得されたときに、その情報に発生が予測された事象に対応する電力需要量の予測量がルックアップテーブル又はリストから読み出されるようになってよい。なお、電力需要量は、事象発生時の状況、例えば、天候、時間帯、平日か休日化など、によっても変動するので、それぞれの状況に応じて、異なる予測量が得られるようになっていてもよい。 Thus, the power demand prediction unit determines the power demand of the user electric power in the distribution network at the time of the occurrence of the event, that is, the power demand, according to the event predicted to occur by the acquired prediction information. Make predictions. Such prediction of power demand may be made in any manner. For example, in one embodiment, for each event, a lookup table or list of the predicted amount of power demand is created and predicted based on the amount of power demand when a similar event occurred in the past. When the information is acquired, the predicted amount of power demand corresponding to the event predicted to occur in the information may be read from the lookup table or list. It should be noted that the amount of electric power demand fluctuates depending on the situation at the time of the event, for example, the weather, the time zone, weekdays or holidays, so that different predicted amounts can be obtained according to each situation. May be good.

また、別の態様に於いては、図2に模式的に描かれている如く、機械学習により構成された、発生する事象の種類とユーザー機器の消費電力に影響を与えると考えられるパラメータ、例えば、各ユーザーの通常時の需要電力値又は需要電力パターン、事象発生時の天候情報、時間帯、平日又は休日の別など、を入力すると、電力需要予測量を算出する回帰演算器を用いて、電力需要量の予測が実行されてよい。かかる回帰演算器は、種々の事象が発生したときの事象の種類とユーザー機器の消費電力に影響を与えると考えられる種々のパラメータを入力として用い、種々の事象が発生したときの電力消費量を出力として、ディープラーニングなどの任意の機械学習の手法によって構築されてよい。入力として用いるパラメータは、図示されている例以外のものが用いられてよく、そのような場合も本発明の範囲に属することは理解されるべきである。また、ユーザー機器の消費電力を増大させる事象が発生する毎に、そのときの、事象の種類とその他のパラメータと電力需要量とを教師データとして用いて回帰演算器の学習が実行され、その精度の向上が図られてよい。各ユーザーの電力需要量は、ユーザー毎に設置されたスマートメーターにより計測された値を収集することにより取得可能である。 In another aspect, as schematically depicted in FIG. 2, parameters configured by machine learning that are considered to affect the type of event that occurs and the power consumption of the user's equipment, such as , The normal power consumption value or power pattern of each user, the weather information at the time of the event, the time zone, the weekday or the holiday, etc. are input, and the regression calculator that calculates the power demand forecast amount is used. Forecasting of electricity demand may be performed. Such a regression calculator uses various parameters as inputs, which are considered to affect the type of event when various events occur and the power consumption of the user equipment, and determines the power consumption when various events occur. As an output, it may be constructed by any machine learning technique such as deep learning. It should be understood that the parameters used as inputs may be other than those shown in the examples and are also within the scope of the present invention. In addition, every time an event that increases the power consumption of the user equipment occurs, the regression calculator is learned using the event type, other parameters, and the electric energy as teacher data, and its accuracy. May be improved. The power demand of each user can be obtained by collecting the value measured by the smart meter installed for each user.

なお、電力需要量の予測は、ユーザー毎に実行されてよく、配電網全体の電力需要予測量は、ユーザー毎の電力需要予測量の総計により与えられてよい。例えば、事象発生時にユーザーが不在であると予測されるときには、かかるユーザーの分は、配電網全体の電力需要予測量から除外されてよく、こういった処理により、精度よく、電力需要量が予測できることが期待される。 The power demand forecast may be executed for each user, and the power demand forecast amount for the entire distribution network may be given by the total power demand forecast amount for each user. For example, when it is predicted that the user will be absent at the time of the event, such user's portion may be excluded from the power demand forecast amount of the entire distribution network, and such processing may accurately predict the power demand amount. It is expected that it can be done.

SOC制御装置に於ける目標SOC決定部に於いては、電力需要予測量に基づいて、事象の発生前に達成されているべき蓄電装置のSOCの目標値である目標SOCが決定される。かかる決定に際しては、蓄電装置のBMUから受信する蓄電池等の現在の電気容量、温度などの状態を参照するとともに、蓄電池等からの放電可能な電力量を考慮して、配電網にて供給される電力量により電力需要予測量が賄える量の電力量が蓄電池等に蓄電されるように、目標SOCが決定される。この点に関し、蓄電池等に蓄電されるべき電力量は、電力需要予測量から、事象の発生時に発電所等から供給可能な電力量を差し引いた量であってよい。特に、配電網に電力を供給する発電装置として、自然変動型発電源2又は各ユーザーの柱上変圧器ptの下流の配電線に自然変動型発電源Pが用いられている場合には、図1(C)の如く、自然変動型発電源発電量予測部が設けられ、そこに於いて、天候情報等を参照して、事象の発生時の自然変動型発電源2又はPの予測発電量を予測し、蓄電池等に蓄電されるべき電力量の算出に於いて、電力需要予測量から、予測発電量が差し引いて、蓄電池等に蓄電されるべき電力量を決定するようになっていてよい。また、各ユーザーに自然変動型発電源Pが装備されている場合、自然変動型発電源発電量予測部が各ユーザーの自然変動型発電源Pの発電予測量を予測し、各ユーザーの電力需要予測量は、各ユーザーの電器の使用電力量から自然変動型発電源Pの発電予測量を差し引いた値として計上し、その量が配電網から供給される電力量と蓄電装置の蓄電量とにより賄えるように目標SOCが決定されてよい。或いは、各ユーザーに自然変動型発電源Pと蓄電装置Bとが装備されている場合には、各ユーザーの電力需要予測量を各ユーザーの電器で使用されると予測される電力量から自然変動型発電源Pの発電予測量を差し引いた値として計上し、その量が配電網から供給される電力量と各ユーザーの蓄電装置Bの蓄電量とにより賄えるように、各ユーザーの蓄電装置Bの目標SOCが決定されてもよい。これにより、目標SOCをより低く設定することが可能となり、蓄電池等を高いSOCにて稼動させる機会が減少するので、蓄電池等の劣化を抑制することが可能となる。(蓄電池等の現在の電気容量は、適宜、試験的に蓄電池等を満充電した後、完全の放電させたときの放電量を計測することにより計測可能である。) In the target SOC determination unit of the SOC control device, the target SOC, which is the target value of the SOC of the power storage device that should be achieved before the occurrence of the event, is determined based on the power demand forecast amount. In making such a decision, the current electric capacity, temperature, etc. of the storage battery received from the BMU of the power storage device are referred to, and the power is supplied through the distribution network in consideration of the amount of power that can be discharged from the storage battery or the like. The target SOC is determined so that the amount of electric power that can cover the predicted amount of electric power demand is stored in the storage battery or the like according to the amount of electric power. In this regard, the amount of electric power to be stored in the storage battery or the like may be an amount obtained by subtracting the amount of electric power that can be supplied from the power plant or the like when an event occurs from the predicted amount of electric power demand. In particular, when the naturally variable power generation power source 2 or the distribution line downstream of each user's pillar transformer pt is used as the power generation device for supplying power to the distribution network, the figure shows the figure. As shown in 1 (C), a natural fluctuation type power generation amount prediction unit is provided, in which the predicted power generation amount of the natural fluctuation type power generation 2 or P at the time of occurrence of an event is referred to by referring to the weather information and the like. In calculating the amount of power to be stored in the storage battery or the like, the predicted power generation amount may be subtracted from the predicted power demand amount to determine the amount of power to be stored in the storage battery or the like. .. If each user is equipped with a naturally fluctuating power generation P, the natural fluctuation type power generation amount prediction unit predicts the power generation predicted amount of each user's naturally fluctuating power generation P, and each user's power demand. The predicted amount is recorded as a value obtained by subtracting the predicted power generation amount of the naturally fluctuating power generation P from the power consumption amount of each user's electric power, and the amount depends on the power amount supplied from the distribution network and the power storage amount of the power storage device. The target SOC may be determined to cover it. Alternatively, when each user is equipped with a naturally fluctuating power generation P and a power storage device B, the estimated power demand of each user naturally fluctuates from the amount of power predicted to be used by each user's electric power. The power generation device B of each user is recorded as a value obtained by subtracting the predicted power generation amount of the power generation P, and the amount can be covered by the electric power supplied from the distribution network and the electric energy of the power storage device B of each user. The target SOC may be determined. As a result, the target SOC can be set lower, and the chances of operating the storage battery or the like at a high SOC are reduced, so that deterioration of the storage battery or the like can be suppressed. (The current electric capacity of the storage battery or the like can be measured by appropriately charging the storage battery or the like on a trial basis and then measuring the amount of discharge when the storage battery or the like is completely discharged.)

なお、目標SOCの決定に関して、別の態様として、イベント等の事象発生の予測情報が取得されたときに、電力需要予測量を決定せずに、直接的に、目標SOCが決定されるようになっていてもよい。その場合も、発電装置の電力供給能力を考慮して、目標SOCが設定されよい。例えば、予測情報が取得されたときには、目標SOCが、蓄電装置に於いて達成可能なSOCの最大値に設定されてもよい。また、蓄電装置毎に、或いは、蓄電池等毎に、目標SOCが設定され、それぞれのSOCがそれぞれの目標SOCを達成するように制御されてよい。 Regarding the determination of the target SOC, as another aspect, when the forecast information of the occurrence of an event such as an event is acquired, the target SOC is directly determined without determining the power demand forecast amount. It may be. Even in that case, the target SOC may be set in consideration of the power supply capacity of the power generation device. For example, when the prediction information is acquired, the target SOC may be set to the maximum value of the SOC that can be achieved in the power storage device. Further, a target SOC may be set for each power storage device or for each storage battery or the like, and each SOC may be controlled so as to achieve each target SOC.

蓄電装置の蓄電池等の充放電を制御するBMUは、通常の態様のものであってよい。目標SOCを受信すると、BMUの作動により、蓄電池等は、そのSOCが目標SOCに一致するように充放電が実行されてよい(通常は、SOCは目標SOC以上であればよいので、SOCが目標SOCに一致するように充電が実行される。)。BMUは、一つ乃至複数の蓄電池等のSOCを制御するよう充放電が実行されてよい。 The BMU that controls the charging / discharging of the storage battery or the like of the power storage device may be of a normal aspect. When the target SOC is received, the storage battery or the like may be charged / discharged so that the SOC matches the target SOC by the operation of the BMU (usually, the SOC may be equal to or higher than the target SOC, so the SOC is the target. Charging is performed to match the SOC.). The BMU may be charged and discharged to control the SOC of one or more storage batteries and the like.

ところで、蓄電池等の充放電に於いては、蓄電池等の劣化を抑制するために、図3に模式的に描かれている如く、蓄電池等を稼動するSOC範囲に制限を設け、通常の稼動時には、SOCは、かかる制限範囲から逸脱しないように制御されることがある。この点に関し、上記の如く、イベント等の事象の発生時の電力需要量の増大による供給電力の不足及びそれによる供給電力の不安定化を防止するために、蓄電装置から電力量を放電できるように蓄電装置に電力量を蓄電する構成に於いて、電力需要予測量に対応する目標SOCがSOC制限範囲の上限値を超えているときには、目標SOCを達成するべく、かかる上限値を超えてSOCを上昇できるようになっていてよい。即ち、イベント等の事象の発生の予測情報の取得に対応した目標SOCを達成するために、通常の稼動のためのSOCの制限範囲から逸脱したSOCの上昇が許されるようになっていてよい(図示の如く、SOC下限値が設定されている場合には、SOCがSOC下限値よりも低い値まで放電が許されてもよい。)。かかる構成によれば、イベント等の事象の発生時に電力需要量に対してより十分な程度にて蓄電装置から電力を供給できることとなる。 By the way, in the charging / discharging of the storage battery or the like, in order to suppress the deterioration of the storage battery or the like, as schematically shown in FIG. 3, the SOC range in which the storage battery or the like is operated is limited, and during normal operation. , SOC may be controlled so as not to deviate from such a limiting range. In this regard, as described above, in order to prevent the shortage of the supplied power due to the increase in the power demand when an event such as an event occurs and the destabilization of the supplied power due to the increase, the amount of power can be discharged from the power storage device. In a configuration in which the amount of power is stored in the power storage device, when the target SOC corresponding to the predicted power demand exceeds the upper limit of the SOC limit range, the SOC exceeds the upper limit in order to achieve the target SOC. You may be able to climb. That is, in order to achieve the target SOC corresponding to the acquisition of the prediction information of the occurrence of an event such as an event, the increase of the SOC outside the limit range of the SOC for normal operation may be allowed (). As shown in the figure, when the SOC lower limit value is set, discharge may be permitted to a value where the SOC is lower than the SOC lower limit value). According to such a configuration, it is possible to supply electric power from the power storage device to a more sufficient degree than the electric power demand amount when an event such as an event occurs.

SOC制御装置の作動
図4を参照して、SOC制御装置の作動に於いては、電力需要量予測部にて、事象発生の予測情報が取得されると(ステップ1)、事象発生時の電力需要量の予測が為され(ステップ2)、電力需要予測量が目標SOC決定部へ送信される。目標SOC決定部では、上記の如く、電力需要予測量と、発電装置の電力供給量の予測量が参照されて(ステップ3)、蓄電装置に於いて蓄えるべき電力量(必要蓄電電力量=電力需要予測量から電力供給量の予測量を差し引いた量)が決定されるとともに(ステップ4)、蓄電装置の蓄電池等の状態が検知され(ステップ5)、配電網にて接続されている蓄電装置の蓄電池等に於いて必要蓄電電力量が蓄電されるように目標SOCが決定され(ステップ6)、目標SOCがBMUへ送られ、BMUは、蓄電装置のSOCが目標SOCに到達するように充電を実行する(ステップ7)。かかる充電は、発電所1又は自然変動型発電源2(又はP)にて発電された電力を蓄電池等へ供給することにより実行される。そして、予測された事象が発生すると、蓄電装置が放電可能な状態とされ(ステップ8)、蓄電装置から電力が配電網へ放出されることとなる。
Operation of SOC Control Device With reference to FIG. 4, in the operation of the SOC control device, when the prediction information of the event occurrence is acquired by the power demand forecasting unit (step 1), the power at the time of the event occurrence is obtained. The demand amount is predicted (step 2), and the power demand forecast amount is transmitted to the target SOC determination unit. As described above, the target SOC determination unit refers to the predicted amount of power demand and the predicted amount of power supply of the power generation device (step 3), and the amount of power to be stored in the power storage device (required stored power amount = power). The amount obtained by subtracting the predicted amount of power supply from the predicted amount of demand) is determined (step 4), the state of the storage battery of the power storage device is detected (step 5), and the power storage device connected by the distribution network is detected. The target SOC is determined so that the required stored electric energy is stored in the storage battery or the like (step 6), the target SOC is sent to the BMU, and the BMU charges the storage device so that the SOC reaches the target SOC. Is executed (step 7). Such charging is performed by supplying the electric power generated by the power plant 1 or the naturally variable power generation power source 2 (or P) to a storage battery or the like. Then, when the predicted event occurs, the power storage device is put into a state in which it can be discharged (step 8), and the power is discharged from the power storage device to the distribution network.

車両に搭載した蓄電装置を利用する場合
複数の配電網が隣接して配備されている地域に於いては、或る事象の発生時の各配電網での電力需要量が異なる場合がある。そのような場合、電力需要量が多くなる領域により多くの蓄電装置を準備しておくことが好ましいが、事象の種類、その発生のタイミングによって、電力需要量の多くなる領域が変わることも有り得る。ところで、近年、電気自動車などの大容量の蓄電装置を搭載した車両が広範に普及されつつあり、かかる車両に搭載された蓄電装置に蓄電された電力を各ユーザーの電器の利用される電力に利用すること、或いは、車両に搭載された蓄電装置を、太陽光発電装置等で発電した電力を蓄電するための各ユーザーに於いて装備される蓄電装置として利用することが提案され、実用化されつつある。例えば、図5(A)の如く、各ユーザーの柱上変圧器ptの下流の配電線に車両に搭載された蓄電装置の接続端が設けられ、車両の蓄電装置と配電線との間で電力の送受が可能となった構成が実用化されている。そのような構成の場合、車両を移動することにより、蓄電装置の設置場所を変更できることとなる。そこで、或る事象の発生時の電力需要量が多くなる配電網の設置された領域へ、その事象の発生前に、蓄電装置を搭載した車両を誘導して、集めることにより、その領域の蓄電可能な容量が増大し、より確実に、事象の発生時に増大する電力需要量を賄うために蓄えておく電力量を大きくすることが可能となる。
When using a power storage device mounted on a vehicle In an area where a plurality of distribution networks are arranged adjacent to each other, the amount of power demand in each distribution network at the time of an event may differ. In such a case, it is preferable to prepare more power storage devices in the area where the power demand is large, but the area where the power demand is large may change depending on the type of event and the timing of its occurrence. By the way, in recent years, vehicles equipped with a large-capacity power storage device such as an electric vehicle have become widespread, and the power stored in the power storage device mounted on such a vehicle is used as the power used by each user's electric power. Alternatively, it has been proposed and put into practical use that the power storage device mounted on the vehicle is used as a power storage device equipped by each user to store the electric power generated by the solar power generation device or the like. be. For example, as shown in FIG. 5A, a connection end of a power storage device mounted on a vehicle is provided on a distribution line downstream of the pole transformer pt of each user, and electric power is supplied between the power storage device and the distribution line of the vehicle. A configuration that enables transmission and reception of power has been put into practical use. In such a configuration, the installation location of the power storage device can be changed by moving the vehicle. Therefore, by guiding a vehicle equipped with a power storage device to an area where a distribution network is installed where the amount of power demand increases when a certain event occurs and collecting the power storage in that area, the power storage in that area is performed. The possible capacity will increase, and more reliably it will be possible to increase the amount of power stored to meet the increasing power demand when an event occurs.

かくして、本実施形態のもう一つの態様として、隣接して複数の配電網が存在している地域に於いて、車両に搭載された蓄電装置が配電網へ電力を供給できるようになっている場合、事象発生予測情報が取得されたときには、蓄電装置の搭載された車両に対して電力需要量が多くなる領域への車両の移動を促す情報が提供されるようになっていてよい。例えば、図5(B)に模式的に描かれている如く、隣接する領域a〜eにそれぞれ配電網が配備されている場合に、或る事象の発生時に領域dの電力需要量pPhdがその他の領域の電力需要量pPha…に比して相対的に増大することが予測された場合には、その他の領域に存在している車両EVに対して、領域dへ移動し、配電網へ蓄電装置を接続することを促す情報(車両誘導情報)が与えられる。そのような車両を特定の領域に誘導するための情報としては、例えば、電力需要量が特に増大すると予測された領域の充電価格を低下させるなどの情報であってよい。かかる状況を達成するべく、本実施形態のSOC制御装置に於いては、予測情報に応答して各領域の配電網に於ける電力需要量の予測量を決定する手段、各領域の予測量に基づいて蓄電装置を搭載した車両を集めるべき目標領域を決定する手段と、目標領域へ車両を移動して蓄電装置を配電網に接続させることを促進する車両誘導情報を各車両に提供する手段が設けられていてよい。或いは、配電網毎にSOC制御装置が設けられている場合には、それぞれのSOC制御装置が近隣の領域のSOC制御装置の電力需要予測量を参照し、より電力需要予測量の大きい領域へ車両を移動させるための車両誘導情報を各車両に提供する手段が設けられていてもよい。 Thus, as another aspect of the present embodiment, in an area where a plurality of power grids are adjacent to each other, a power storage device mounted on a vehicle can supply electric power to the power grid. When the event occurrence prediction information is acquired, the information for urging the vehicle equipped with the power storage device to move to the region where the electric power demand is large may be provided. For example, as schematically shown in FIG. 5B, when distribution networks are deployed in adjacent regions a to e, when a certain event occurs, the power demand amount pPhd in the region d is other. When it is predicted that the power demand in the region will increase relatively with respect to the power demand pPha ..., the vehicle EV existing in the other regions will be moved to the region d and stored in the distribution network. Information (vehicle guidance information) prompting to connect the device is given. The information for guiding such a vehicle to a specific region may be, for example, information such as lowering the charging price in the region where the power demand is predicted to increase particularly. In order to achieve such a situation, in the SOC control device of the present embodiment, the means for determining the predicted amount of power demand in the distribution network in each region in response to the forecast information, the predicted amount in each region. A means of determining a target area for collecting vehicles equipped with a power storage device based on the method, and a means of providing each vehicle with vehicle guidance information for moving the vehicle to the target area and promoting the connection of the power storage device to the power grid. It may be provided. Alternatively, when an SOC control device is provided for each distribution network, each SOC control device refers to the power demand forecast amount of the SOC control device in the neighboring area, and the vehicle moves to the area where the power demand forecast amount is larger. There may be a means for providing each vehicle with vehicle guidance information for moving the vehicle.

以上の説明は、本発明の実施の形態に関連してなされているが、当業者にとつて多くの修正及び変更が容易に可能であり、本発明は、上記に例示された実施形態のみに限定されるものではなく、本発明の概念から逸脱することなく種々の装置に適用されることは明らかであろう。 Although the above description is made in relation to the embodiments of the present invention, many modifications and modifications can be easily made by those skilled in the art, and the present invention is limited to the embodiments exemplified above. It will be apparent that, without limitation, it applies to various devices without departing from the concept of the present invention.

Claims (1)

少なくとも一つのユーザー電器、発電装置及び蓄電装置が接続された配電網に於ける前記蓄電装置のSOCを制御するSOC制御装置であって、
前記ユーザー電器による需要電力の増大を惹起し得る事象の発生の予測情報を取得する事象予測情報取得手段と、
前記予測情報が得られたとき、その前記予測情報の前記事象が発生したときに前記ユーザー電器により消費されると予測される電力量が前記配電網に於いて供給されるように前記蓄電装置から電力が放電できるよう前記SOCを制御するSOC制御手段と
を含む装置。
An SOC control device that controls the SOC of the power storage device in a distribution network to which at least one user electric device, a power generation device, and a power storage device are connected.
An event prediction information acquisition means for acquiring prediction information of the occurrence of an event that can cause an increase in power demand by the user electric appliance.
When the prediction information is obtained, the power storage device is supplied with the power distribution network so that the amount of power predicted to be consumed by the user electric power when the event of the prediction information occurs is supplied in the distribution network. A device including an SOC control means for controlling the SOC so that electric power can be discharged from the device.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114528772A (en) * 2022-04-20 2022-05-24 深圳市森树强电子科技有限公司 Charger charging prediction method in electromechanical converter control system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114528772A (en) * 2022-04-20 2022-05-24 深圳市森树强电子科技有限公司 Charger charging prediction method in electromechanical converter control system
CN114528772B (en) * 2022-04-20 2022-07-01 深圳市森树强电子科技有限公司 Charger charging prediction method in electromechanical converter control system

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