WO2013030897A1 - 系統電圧安定化装置および安定化方法 - Google Patents
系統電圧安定化装置および安定化方法 Download PDFInfo
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- WO2013030897A1 WO2013030897A1 PCT/JP2011/004925 JP2011004925W WO2013030897A1 WO 2013030897 A1 WO2013030897 A1 WO 2013030897A1 JP 2011004925 W JP2011004925 W JP 2011004925W WO 2013030897 A1 WO2013030897 A1 WO 2013030897A1
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
- H02J3/003—Load forecast, e.g. methods or systems for forecasting future load demand
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
- H02J13/00002—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by monitoring
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
- H02J3/12—Circuit arrangements for ac mains or ac distribution networks for adjusting voltage in ac networks by changing a characteristic of the network load
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
- H02J3/38—Arrangements for parallely feeding a single network by two or more generators, converters or transformers
- H02J3/381—Dispersed generators
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
- H02J13/00032—Systems characterised by the controlled or operated power network elements or equipment, the power network elements or equipment not otherwise provided for
- H02J13/00034—Systems characterised by the controlled or operated power network elements or equipment, the power network elements or equipment not otherwise provided for the elements or equipment being or involving an electric power substation
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J2300/00—Systems for supplying or distributing electric power characterised by decentralized, dispersed, or local generation
- H02J2300/20—The dispersed energy generation being of renewable origin
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J2300/00—Systems for supplying or distributing electric power characterised by decentralized, dispersed, or local generation
- H02J2300/20—The dispersed energy generation being of renewable origin
- H02J2300/22—The renewable source being solar energy
- H02J2300/24—The renewable source being solar energy of photovoltaic origin
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J2300/00—Systems for supplying or distributing electric power characterised by decentralized, dispersed, or local generation
- H02J2300/20—The dispersed energy generation being of renewable origin
- H02J2300/28—The renewable source being wind energy
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- Y—GENERAL 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
- Y02A30/00—Adapting or protecting infrastructure or their operation
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- Y—GENERAL 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/50—Photovoltaic [PV] energy
- Y02E10/56—Power conversion systems, e.g. maximum power point trackers
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- Y—GENERAL 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/70—Wind energy
- Y02E10/76—Power conversion electric or electronic aspects
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- Y—GENERAL 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E40/00—Technologies for an efficient electrical power generation, transmission or distribution
- Y02E40/70—Smart grids as climate change mitigation technology in the energy generation sector
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- Y—GENERAL 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
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- Y—GENERAL 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
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS 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
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/12—Monitoring or controlling equipment for energy generation units, e.g. distributed energy generation [DER] or load-side generation
- Y04S10/123—Monitoring or controlling equipment for energy generation units, e.g. distributed energy generation [DER] or load-side generation the energy generation units being or involving renewable energy sources
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- Y—GENERAL 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
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS 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
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/30—State monitoring, e.g. fault, temperature monitoring, insulator monitoring, corona discharge
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- Y—GENERAL 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
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS 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
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
Definitions
- the present invention relates to a system stabilization device and a system stabilization method, and in particular, system stabilization suitable for realizing stabilization of system voltage in a power system connected to a distributed power source such as a solar power generation or a wind power generation apparatus.
- the present invention relates to an apparatus and a system stabilization method.
- PV photovoltaic power generation
- These are often referred to as distributed power sources or distributed power sources because they are often geographically dispersed compared to existing centralized power sources such as thermal power generation, hydroelectric power generation, and nuclear power generation.
- a consumer purchases and uses power supplied from a centralized power supply via a power system, but a consumer with a distributed power supply can use the power generated by the self-consumption for self-consumption.
- the shortage can be purchased (power purchase), and the surplus power can be supplied to the power system (power sale) to recover the purchase cost of the distributed power source.
- the power system is composed of a complex combination of many power supplies, loads, and the impedance of the system itself. While each has fluctuation factors, it is an important issue to provide a stable power supply to consumers.
- the fluctuation of the system voltage may cause an excessive voltage or current to be applied to the equipment that constitutes the power system, resulting in a decrease in device characteristics or a shortened life.
- it can be an unstable factor in the operation of equipment owned by consumers. Therefore, for example, in the low voltage distribution system, there is a system voltage range regulation of 101 ⁇ 6V.
- voltage stabilization techniques have been developed for the purpose of maintaining stable operation of the system itself and the connected devices and suppressing voltage fluctuation due to a load or the like.
- voltage control devices such as an on-load tap switching transformer (LRT), a step voltage controller (SVR), and a static reactive power compensator (SVC) are known.
- distributed power supplies have different characteristics from existing centralized power supplies.
- the amount of power generated by distributed power sources that use these natural energies varies depending on weather conditions such as solar radiation and wind direction.
- the voltage of the power system decreases as it goes to the end, but the voltage at the end of the system may increase when surplus power is supplied to the power system by the distributed power source. Combined with these characteristics, the system voltage will vary depending on weather conditions.
- a typical technique for suppressing deviation from the allowable voltage range in a power system connected to a distributed power supply In the technique described in Patent Document 1, fluctuations in the system voltage based on weather prediction are predicted, and voltage control is performed by supplying reactive power to the PV device (PCS). In the technique described in Patent Document 2, a system voltage distribution is estimated based on future weather information, and whether or not power supply by the voltage regulator is possible is determined. In the technique described in Patent Document 3, switching by a switch is performed when there is a voltage increase due to a reverse power flow caused by PV power generation.
- PV solar power generation
- the amount of solar radiation reaching the PV equipment varies depending on seasonal changes in the elevation angle of the sun, weather such as sunny or rainy weather, cloud shadows, etc. .
- the angle between the sun and the PV device can be calculated using latitude and longitude.
- Predictive information announced by the Japan Meteorological Agency can be used for weather changes for a certain period.
- a change in solar radiation amount that is, a change in power generation amount
- the amount of solar radiation can be measured using a pyranometer.
- An object of the present invention is to provide a system voltage stabilizing device and a stabilization method capable of stabilizing the system voltage.
- an input unit for inputting weather forecast information, and a system so as to suppress voltage fluctuation of the system affected by the weather fluctuation based on the weather forecast information and system configuration information.
- a command calculation unit for obtaining an opening / closing command for connecting / disconnecting each switch is provided.
- the occurrence of voltage fluctuation itself can be suppressed by reconfiguring the system so as to reduce the fluctuation before the fluctuation occurs based on the weather forecast information.
- strain using a switch The figure explaining the fluctuation
- FIG. 1 illustrates an electric power system to which the present invention is applied.
- the power system is put into practical use as a system configuration such as a tree type, a mesh type, and a loop type.
- an ideal mesh type power distribution system is shown as an example in FIG. I will explain.
- the present invention can be applied to the other system configurations described above.
- the power distribution system for example, at the time of an accident, in order to isolate the faulty part and continue the power supply to the part without the fault, a plurality of routes are operated so as to be connected at appropriate points.
- a switch is arranged at each node (n11 to n55) in FIG. 1 (1), and the connection point is switched on and off so that the influence at the time of the failure does not reach a wide range.
- each node (n11 to n55) is provided with a switch (not shown) for connecting / disconnecting to / from four nodes, top, bottom, left and right.
- a switch is provided in the node n22 between the upper node n12, the lower node n32, the right node n21, and the left node n23, and connection / disconnection is performed by each switch.
- a distribution substation (not shown) is connected above and to the left of the distribution system shown as a whole, and power is supplied from the distribution substation.
- the arbitrary nodes include, as voltage control devices, a load tap switching transformer (LRT), a step voltage control device (SVR), and a static reactive power compensation device.
- a voltage control device such as (SVC) is provided.
- the power distribution system is a mesh type, and a switch capable of switching an arbitrary connection is connected to an intersection of the mesh.
- distributed power sources such as solar power generation and wind power generation are connected to a power distribution system connected by a switch.
- SVR is an adjustment transformer with a tap that adjusts the voltage of the distribution line. By switching the tap of the adjustment transformer, the SVR adjusts the distribution line voltage so that it falls within the dead zone including the appropriate reference value. Voltage adjustment by tap switching is performed step by step in minutes.
- the static reactive power compensator SVC includes a reactive current generator that generates an arbitrary reactive current, a voltage detector that detects a distribution line voltage, a current detector that detects an output current of the reactive power generator, a voltage
- the reactive current injected into the distribution line is controlled so that the distribution line voltage is maintained at the reference value, thereby instantaneously maintaining the distribution line voltage at the reference value. Adjust to.
- the principle of voltage stabilization by reactive power described above can be explained as follows.
- the reactance component and resistance component of distribution line impedance are set as x and r, respectively, and the distribution line voltage at the installation point of SVC is Vi,
- the power factor angle is ⁇ , the following equations (1) and (2) are established.
- the generation of reactive current is based on the SVG (Static Var Generator) method, in which a self-excited inverter constructed using a self-extinguishing element such as IGBT or GTO is connected to the distribution line via a reactor and outputs reactive power to the distribution line.
- SVG Static Var Generator
- a circuit that connects a reactor to the primary side of the output transformer via a thyristor and controls the reactive reactive current of the reactor by the thyristor is configured, and a phase advance capacitor in parallel with the circuit composed of the thyristor and the reactor
- a TCR (Thyristor Controlled Reactor) system in which is connected is proposed. Since either system is an operation by a semiconductor element, it has sufficiently fast response characteristics.
- the distribution system and the voltage distribution from the distribution substation to the consumer including the terminal photovoltaic power generation device (PV device) are not shown in any of the nodes (n11 to n58) shown in FIG.
- voltage control devices SVR and SVC are connected for the purpose of suppressing voltage fluctuation, and the voltage drops as it goes to the end, but the voltage is raised by SVC and reactive power is controlled by SVR. Voltage adjustment. For example, since a low voltage distribution system in Japan has an allowable range of 101 ⁇ 6V, voltage control is provided with a voltage control device so that the voltage does not exceed the allowable range of 101 ⁇ 6V.
- the switch can be operated manually in addition to remote operation by transmitting a drive signal from a remote location.
- the switch is also used to temporarily disconnect the maintenance facility (construction site) of the system equipment.
- FIG. 3 shows a conceptual diagram of the basic configuration of the system voltage stabilizing device 101.
- a drive signal for a switch provided in the power system is output.
- variation of the system voltage caused by the distributed power supply is suppressed, and a stable system operation is realized. That is, the system voltage is stabilized by generating a drive signal for the switch connected to the system from the weather prediction information and the power system information.
- FIG. 4 (1) shows a specific configuration example of the system voltage stabilizing device 101.
- the system reconfiguration signal generator 11 outputs the calculated drive signal of the switch 13 based on the weather forecast information and the system configuration information.
- the PV predicted power generation amount generation unit 10 predicts the power generation amount based on the weather prediction information, and the drive signal generation unit 12 of the voltage control devices 14 and 15 controls the voltage control devices 14 and 15 based on the weather prediction. Output a signal.
- the drive signal of the switch 13 is calculated based on information such as the moving direction of the clouds included in the weather prediction information. Further, in order to calculate the control signals of the voltage control devices 14 and 15, the predicted power generation amount of the PV device is calculated based on the amount of solar radiation included in the weather prediction information.
- the information of the system reconfiguration by the switch 13 and the information related to the current system configuration are obtained, and the control signals of the voltage control devices 14 and 15 are calculated.
- different voltage control devices 1 and voltage control devices 2 can be operated in combination, such as SVR and SVC.
- a drive signal generation unit 17 for the voltage control device is provided, and a predicted voltage distribution in the system is calculated using a method such as power flow calculation in the middle of the calculation.
- the calculation method of the control signal of the voltage control device is not limited to a special method.
- the PV predicted power generation amount generation unit 10 predicts and calculates the power generation amount of the PV generator installed in any node (n11 to n58) in FIG. 1 from the weather prediction information.
- the weather prediction information is weather information such as solar radiation, wind direction, and wind speed over the prediction period from the present time, and other prediction methods may be used as the prediction method.
- the system information includes a geographical line, a connection location of the power control devices 14 and 15, a connection location of the switch 13, a connection location of a distributed power source (such as a PV device), and the like.
- the switch 13 is a switch installed at a relay point, a connection point, or the like of the power system.
- the switch 13 functions to disconnect a faulty part in the event of a system failure and also functions to connect to another system.
- the system reconfiguration signal generator 11 generates a drive signal for the switch 13 from the weather prediction information and the power system information so that the system voltage does not deviate from the allowable range or the deviation amount is minimized, Perform reconfiguration.
- the voltage control device drive signal creation unit 12 is connected to the system reconfiguration by the switch 13 and the voltage control devices 14 and 15 such as LRT, SVR, and SVC based on the PV predicted power generation amount according to the weather prediction information. By controlling in advance, the effect of stabilization can be enhanced.
- the system reconfiguration signal generation unit 11 calculates the system reconfiguration based on the power generation amount calculated by the PV predicted power generation amount generation unit 10 and the system configuration information from the distribution system 16, and opens / closes the switch 13. A system reconfiguration signal that is a command signal is transmitted.
- the switch 13 is controlled to open or close.
- the drive signal generation unit 12 of the voltage control device transmits a control signal to the voltage control device 14 and the voltage control device 15.
- the voltage control device such as SVC or SVR and the voltage control device are operated so as to maintain the system voltage within a predetermined range.
- This system reconfiguration signal is a combination of open / close command signals for the switch 13.
- a voltage control device such as SVR or SVC may be generated as a system reconfiguration signal.
- the purpose of generating the system reconfiguration signal is to change the system configuration so that the fluctuation of the system voltage caused by the fluctuation of the power generation amount of the distributed power supply is reduced.
- the change in the amount of solar radiation changes the power generation amount of the PV device.
- system voltage changes with the electric power supply from a PV apparatus to an electric power system. If the PV device and the power system are connected at a short distance, it can be considered that the PV device is almost on the power system.
- solar radiation can be regarded as a distribution signal that has geographical spread under the influence of the sun and clouds. From this, the geographical relationship between solar radiation and power system, both of which are regional, is an important factor.
- the system reconfiguration signal is generated so as to reconfigure the geographical arrangement of the power system based on the change in the amount of solar radiation, whereby the voltage fluctuation of the power system can be suppressed.
- Such reconfiguration can be realized using a switch as described above.
- PV devices are installed on the roofs of customers and supply surplus power to the distribution system.
- installation location of the PV device and the connection location of the distribution system are geographically the same position.
- moving direction, speed, and shape of the cloud are constant, and the change in the solar radiation on the ground is synchronized with the movement of the cloud.
- Weather forecast information is input to the system reconfiguration signal creation unit 11.
- the weather in a certain area is indicated by the amount of solar radiation, wind power, wind direction, and the like, and the forecast information published by the Japan Meteorological Agency can be used as the weather forecast information.
- the amount of solar radiation can be used as data by image analysis of satellite photographs and all sky camera images.
- a pirometer and an anemometer may be installed independently, and the system reconfiguration signal generation unit 11 may analyze the information.
- the amount of solar radiation varies with various temporal measures, such as the altitude of the sun over the year, the altitude and azimuth of the sun over the day, and the blocking of solar radiation by clouds during the day.
- the change in the solar radiation due to the movement of the clouds shows detailed characteristics in terms of geographical and temporal. For example, changes in solar radiation due to cloud movement may be halved or doubled in seconds.
- Such a change in solar radiation may be predicted by analyzing a cloud-captured image taken by a camera, or analyzing measurement data of a solar radiation meter installed on the ground. For example, by disposing multiple solarimeters in a geographically dispersed manner and finding changes in solar radiation due to cloud movement from those measurement data, short-term prediction information for changes in solar radiation due to cloud movement is created. be able to.
- the weather prediction information is obtained or generated and used, but these specific prediction methods are not limited and various alternative methods may be used. In the following description, the weather forecast information related to the amount of solar radiation and the PV equipment that generates power by solar radiation will be specifically described. Similarly, it is of course possible to apply to weather forecast information related to wind direction and wind speed and wind power generation.
- the system reconfiguration signal creation unit 11 finds a drive signal for the switch 13 that connects the distribution systems with the aim of moderating fluctuations in the PV power generation amount due to changes in solar radiation based on weather forecast information.
- This problem can be solved as an optimization problem by preparing some evaluation function and minimizing (or maximizing) this evaluation function. It does not limit the solution of the optimization problem.
- the drive signal for the switch 13 is calculated by applying the evaluation function to the combinations of opening / closing of all the switches 13 shown in FIG.
- the present invention does not limit the format of the evaluation function, an example is shown below.
- a power system distributed system
- the mesh grid points are called nodes, and the connection direction of the system at the nodes is selected by a switch. If all the switches are turned on, the wiring is completely meshed, and if the horizontal or vertical switches are turned on, the wiring is parallel. Between nodes, there is a PV generator as a distributed power source, and if the amount of solar radiation is strong, power is sold.
- the operation (on / off) of the switch is determined using an evaluation function, many methods are found in the formulation depending on how to take variables even for the same purpose.
- the evaluation function can be replaced with a different expression format for almost the same purpose.
- the system voltage can be stabilized by using a voltage control device (SVR, SVC, etc.) to control the voltage distribution to be within a specified range.
- the voltage distribution of such a voltage system can be represented by a graph with the voltage on the vertical axis and the direction in which the node extends on the horizontal axis.
- FIG. 10 (1) is a form extending continuously in the node connection direction horizontal direction
- FIG. 11 (1) is the vertical direction and horizontal direction in order.
- a form extending in an oblique direction is shown.
- the cloud flow is in any direction
- the four directions (a), (b), (c), and (d) are shown as representatives.
- there are many variations such as a configuration in which the inter-node connection is formed in an oblique direction, a configuration in which the voltage control device is combined, and the description is omitted here.
- the distance that the cloud that causes the change in solar radiation between the nodes moves between the nodes is a numerical value that varies depending on the system connection and the direction of the clouds.
- the distance that the cloud flows between nodes of the system is used as an evaluation function. Since the longer the distance that the cloud flows, the longer it takes to move, so the voltage fluctuation per hour becomes smaller.
- Fig. 10 (2) is an evaluation function plot of Fig. 10 (1).
- the broken line plot in the figure shows the case where the grid connection is in the vertical direction.
- the vertical axis indicates the value of the evaluation function.
- the horizontal axis distinguishes the moving direction of the clouds by (a), (b), (c), and (d). Since the moving direction of the cloud is not limited to four directions, (a), (b), (c), and (d) are continuously connected.
- the cloud flow direction (a) and the node extending direction are orthogonal, the minimum value is zero.
- the cloud flow direction (a) is parallel to the node extending direction, the maximum value is 1.
- the other directions can be calculated in the same way. In the case of this system configuration, since the difference between the maximum value and the minimum value is large, the evaluation value varies greatly when the direction of the cloud is shifted.
- Fig. 11 (2) is an evaluation function plot of Fig. 11 (1).
- the broken line plot in the figure shows the case where the grid connection is in the opposite oblique direction.
- the cloud flow is in the middle of (a) and (b)
- the other directions can be calculated in the same way.
- the voltage stability changes by switching the extending direction of the node depending on the direction in which the clouds flow.
- the present invention is characterized in that voltage stability is controlled by switching the connection direction of the nodes of the system by utilizing the relationship between such weather conditions and the system voltage.
- FIG. 12 summarizes the above results and displays the relationship between system reconfiguration and voltage stabilization.
- the distance between nodes is used as an index, but information relating to a large number of nodes may be statistically processed and used.
- the actual power system node position is a complex combination and the connection direction may be limited. In such a case, some statistical processing may be used.
- the present invention is based on the principle of obtaining an optimal solution based on the evaluation function, but it includes a local optimal solution.
- the local solution is simply a solution in a case where a possible range of the solution is limited.
- Many exploratory solutions for optimal solutions cannot search for all possible solutions within a practical time.
- the Taboo method which is known as one of the optimum solution search methods, is characterized by providing a procedure for avoiding becoming a local solution, but it may still be a local solution due to search time constraints and the like.
- this example can also be interpreted as an optimal solution obtained within a given search time.
- an error is included in the numerical value used to calculate the evaluation function, this corresponds to a case where it is difficult to correctly measure the characteristics of the power system. Will fade. From these practical viewpoints, the present invention is not limited to the optimal solution and does not prevent the use of the local solution.
- nodes (n11, n55) in the combination are connected to the open / close combinations of all switches.
- the voltage variation in the group is used as an evaluation function.
- the system reconfiguration signal creation unit 11 obtains an open / close signal in the switch 13 by using a solution whose evaluation function is minimum (or maximum) as a solution.
- FIG. 5 illustrates the distribution of PV devices, but a PV device distributed in two dimensions can be replaced with a distribution on a one-dimensional coordinate axis taken in the moving direction of the cloud, as shown in FIG. Even when the PV devices are arranged at equal intervals on the power distribution system, the intervals between the PV devices may differ when viewed from the cloud moving direction, and the average interval between the PV devices varies depending on the cloud moving direction.
- the system reconfiguration signal generator 11 performs grouping so that the average interval formed by each node (n11 to n55) is the largest in each group to which the nodes (n11 to n55) are connected.
- the open / close signal to the switch 13 is calculated so that the evaluation result of the evaluation function becomes the smallest (or the largest).
- the system reconfiguration signal generation unit 11 can calculate the location of the distributed power supply as a phase, as shown in FIG.
- FIG. 1 In the two power distribution systems, a case where PV devices are connected at equal intervals in the moving direction of the clouds is illustrated.
- the arrangement of PV devices in both distribution systems is in the same phase means that voltage fluctuations due to changes in solar radiation are at the same timing in both distribution systems.
- the phase of the arrangement of the two PV devices is deviated, the voltage fluctuations of both are at different timings.
- the voltage fluctuation has a smooth slope. For example, a brute force combination problem can be solved so that the evaluation function is minimized (or maximum) by using the phase shift of the distributed power sources provided in the connected distribution systems as an evaluation function.
- the system reconfiguration signal creation unit 11 obtains an open / close signal from the switch 13 by using a solution whose evaluation function is minimum (or maximum) as a solution.
- a solution method for obtaining a solution can be solved by using some existing optimization method.
- the present invention does not limit the types of optimization techniques.
- the power supply by a distributed power source in a certain region varies geographically and temporally depending on the weather. For example, when clouds flow in, solar power generation is performed in areas where there are no clouds, and solar power generation decreases in areas where solar radiation is blocked by the clouds. Clouds move while generating, disappearing, and deforming, but only the movement of clouds is considered as being within a relatively small area.
- FIG. 6 schematically shows changes in photovoltaic power generation due to cloud movement (inflow).
- (1) in the figure, in the distribution system in which PV devices are arranged in parallel with the moving direction of the clouds, the PV devices are gradually covered with clouds, and the output of solar power generation gradually decreases (ramp function).
- (2) in the distribution system in which PV devices are arranged orthogonally to the moving direction of the clouds, clouds are simultaneously applied to all the PV devices, and the output of solar power generation decreases in a step function.
- the characteristics of the voltage of the distribution system receiving the supply of generated power differ depending on the positional relationship between the cloud and the PV device.
- the voltage stabilization effect is obtained when the system is configured so that PV devices are arranged in parallel with the moving direction of the clouds as much as possible.
- the connection point between the power distribution system and the PV device changes the relationship between the cloud moving direction and the arrangement of the PV devices described above by changing the electrical and mechanical. That is, in the combination of the nodes (n11 to n55) obtained above, it is determined whether or not a step function is generated in each group. If a step function is generated, the node (n11 to n55) The combination is excluded and the combination of the nodes (n11 to n55) is calculated again. With this result, an open / close control signal is transmitted to the switch 13.
- the switch 13 is reconfigured as shown in FIG. 1 (2) or (3).
- the operation of the voltage control device drive signal generator 12 will be described.
- stabilization of the system voltage can be realized by calculating the drive signal of the switch 13 based on the weather forecast information.
- the control since the control is based on prediction information, it is inevitable that a prediction error occurs.
- the switch 13 in order to utilize weather prediction information such as a short-term change in solar radiation and a change in wind speed, the switch 13 needs to operate at high speed. Therefore, further voltage stabilization can be realized by combining the reconfiguration of the system using the switch based on the weather prediction information with the driving of the voltage control device based on the weather prediction information.
- the method of controlling voltage control apparatuses, such as SVR and SVC, with prediction weather information is illustrated.
- FIG. 8 shows changes in solar radiation prediction information and system voltage.
- FIG. 8 (1) shows the change in the amount of solar radiation during the prediction period. The beginning of the prediction period is cloudy, then after two clear weather periods, it returns to cloudy at the end of the prediction period.
- FIG. 8 (2) shows the amount of photovoltaic power generation, which is synchronized with the change in solar radiation during the forecast period.
- FIG. 8 (3) shows a change in system voltage due to solar power generation, and is synchronized with a change in solar radiation during the prediction period. In order to stabilize this voltage, voltage control by SVR and SVC is performed. (4) in the figure indicates the low frequency component of the predicted system voltage.
- the drive signal generator 12 of the voltage control device of this embodiment performs a step operation so as to compensate for this low frequency component. It should be noted here that when the voltage waveform in the prediction period is decomposed into frequency components, the low frequency components have changed before the system voltage fluctuates. Then, as shown in FIG. 8 (5), the SVC is operated so as to compensate the residual, that is, the difference between the SVR response and FIG. 8 (3) (in other words, the high-frequency component of the system voltage). Thus, the voltage control device drive signal creation unit 12 starts an operation for compensating for the fluctuation before the actual voltage fluctuation occurs. As a result, it is possible to reduce a compensation error when an actual fluctuation occurs. By repeating such control every time new information is input, system stabilization can be realized.
- FIG. 9 shows changes in solar radiation prediction information and system voltage when the system is reconfigured using a switch.
- the fluctuation of the system voltage is moderated by the system reconfiguration using the switch. If the voltage fluctuation is moderate, the burden of voltage control by SVR and SVC is reduced. This is an advantage that the cost for voltage control devices such as SVR and SVC can be reduced.
- Fig. 7 schematically shows the distribution system and voltage distribution from the distribution substation to the consumer with the terminal PV equipment. It is assumed that a voltage control device 1 and a voltage control device 2 (14, 15) SVR and SVC are connected to the system for the purpose of suppressing voltage fluctuation. In a system where a distributed power source such as a PV device is not connected, the voltage often decreases as it goes to the end. On the other hand, a system that receives power supply from a distributed power source is a so-called reverse power flow. The terminal voltage increases. The amount of power generated by the distributed power supply varies depending on the weather, and the distribution of the system voltage connected to the distributed power supply varies under the influence of the weather.
- the voltage of the system is required to be within a certain allowable range for stable operation of the system facility capacity, the connected load facility, and the like. For example, 101 ⁇ 6V is acceptable for low voltage distribution systems in Japan.
- voltage control is generally performed using voltage control devices 14 and 15. The same applies to the high-voltage distribution system.
- (1) shows the system voltage distribution when the state changes from cloudy to clear. Even when the voltage that was within the allowable range when it was cloudy became clear and the amount of power generation increased, this example shows that the voltage is within the allowable range due to the influence of solar power generation.
- (2) in the figure shows an operation that falls within an allowable range due to a voltage drop due to SVR.
- Example 2 will be described.
- the second embodiment only the calculation related to the evaluation function is different, and the other configuration is the same as that of the first embodiment. Therefore, only the difference will be described. That is, description of other different parts is omitted.
- the evaluation result is calculated using the evaluation function for the calculation of the voltage distribution by the power flow calculation of the power system.
- the power flow tidal current calculation uses what is known as a general method of system analysis.
- the prediction distribution generator 12 of the predicted voltage distribution of the system voltage in FIG. 9 (2) obtains the voltage distribution by calculating the power flow based on the information on the system configuration including the switch 13 and the amount of power generated by the distributed power source.
- a combination of the power generation amount of the distributed power source based on the weather forecast information and the switch 13 that reduces the voltage fluctuation is taken in to calculate the voltage distribution.
- the evaluation result is calculated using the magnitude of the voltage fluctuation as an evaluation function.
- the response characteristic is determined by the positional relationship of the PV device with the moving direction of the cloud, and is a step function response if orthogonal, and a ramp function response if parallel.
- the amplitude of each response is determined by the amount of power generated by the connected PV device. That the response is a step function includes a high frequency component, which is not preferable for stabilizing the system.
- the effect of connection by a switch is to alleviate the slope of voltage fluctuations by combining power distribution systems having these response characteristics. The effect of the combination varies depending on the position of the connection point, but the major tendency is as follows.
- the on / off combination of the switch 13 is the group of the nodes (n11 to n55) combined with the slope of the response signal as an index, the sum of the indices in the order of the response signal, and the response signal as an evaluation function. Is selected so that the evaluation function becomes minimum (or maximum). Similar to the above method, such a combination problem can be solved as a brute force combination problem, for example. Alternatively, it can be solved as an optimization problem using an existing optimization method.
- the combination of on / off switches that makes this evaluation function the smallest (or largest) can be set as a combination problem in the same way as in the embodiment method, and can be solved as a brute force combination problem, for example. Alternatively, it can be solved as an optimization problem using an existing optimization method.
- the evaluation function of the first embodiment and the evaluation function of the second embodiment are combined.
- the combination of the switches 13 is obtained by using them as a new evaluation function that is weighted and summed. Also good.
- Example 3 will be described.
- the third embodiment only differences from the first and second embodiments will be described. That is, since it is the same as Example 1 and 2 of another structure, description is abbreviate
- the on / off drive signal of the switch 13 can be calculated in advance in a tabular form, or in real time if the calculation function is high.
- a change in the amount of solar radiation on the ground is predicted based on weather forecast information relating to the moving direction of the cloud, the size and shape of the cloud, the azimuth and altitude of the sun, and the like.
- the switch is driven so that the number of connection points is increased during the reconfiguration of the system, and then the switch is driven so as to realize the target system configuration.
- the voltage fluctuation can be suppressed by increasing the number of connection points by the switch in the middle stage.
- the time required for this intermediate stage is not particularly limited, but is preferably a short time.
- the system is reconfigured during the time when the weather is stable and the influence of voltage fluctuation due to weather fluctuation is small. For solar power generation, it is nighttime, and for wind power generation, it can be a time zone with a low wind speed. Similarly, a time zone in which the fluctuation of the load connected to the system is small may be selected.
- the present invention does not limit the constituent means of the switch.
- Mechanical switch means or switch means using a semiconductor element may be used.
- a switch is often used to isolate a faulty part, but a new switch for the purpose of system reconfiguration may be configured.
- a visual display means may be provided so that this on / off operation is performed manually by a human, and the manual operation of the switch by the human may be guided based on this means.
- the target system can be reconfigured by performing the ordered guidance display without misunderstanding. If a switch using a semiconductor element is used, the time required for system reconfiguration can be shortened and the number of times of switching can be assured, so that more frequent switching is possible. Since restrictions on the time zone for performing the reconfiguration are reduced and the time required for the intermediate stage of the reconfiguration can be shortened, the system voltage can be stabilized by constantly reconfiguring the dynamic system.
- the present invention does not limit the unit of time implied by this dynamic system reconfiguration.
- a switch drive signal is generated in units of one day if long and in milliseconds if short.
- the type of weather prediction information used at this time is not limited. Weather forecast information obtained from multiple information sources may be used in combination. For example, when there is prediction information that the amount of solar radiation changes greatly in a few seconds, the change in the system voltage is suppressed by increasing the number of connection points of the system prior to the actual change in the amount of solar radiation. When the change in the amount of solar radiation is over, the system is prepared for failure by reducing the number of connection points. In this way, the voltage stabilization function that is conventionally realized by the voltage control device can be realized by the system reconfiguration by the switch.
- the switch is an on / off switch means
- the switch may have a reactance or capacitance function.
- an on-function may be realized by electromagnetic induction coupling of a transformer or electrostatic coupling of a capacitor, and further, a switching function by a semiconductor element may be combined with these reactance and capacitance.
- the present invention is characterized in that a drive signal for voltage stabilization is generated based on weather forecast information.
- the evaluation function for generating the switch drive signal may have many variations other than those described in the above embodiments. For example, it is possible to incorporate into the evaluation function, for example, a reduction in the number of times of switching of the switch, a decrease in voltage fluctuation at the time of switching of the switch, a spillover range of the failure when a failure occurs. Further, it is possible to combine fluctuations in the load on the customer side.
- the weather forecast information may be any signal related to weather, even if it is not directly related to weather.
- the weather conditions and system voltage are linked by many factors. For example, the amount of solar radiation, sunshine duration, PV power generation, PCS (power conditioner), AMI measurement data (electric power purchase) are related operations. Any factor can be used as weather-related information.
- the weather situation may be collected as some sensor information not related to electric power. For example, information related to the weather collected by a monitoring camera, a streetlight automatic flashing device, a portable terminal mounted sensor, or the like may be used. . Further, for example, information from the Japan Meteorological Agency or a weather service company that distributes weather information may be used without knowing the means and method for collecting weather conditions. As described above, the weather prediction information may not be explicitly associated with the weather.
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Abstract
Description
日射量は日射計を用いて測定できる。
SVCは無効電流を出力するため、cosθ=0、sinθ=1(進み無効電流を出力する場合を正)とおくと、
Vi=Vs-(r+jx)×jIq=Vs+(x-jr)Iq
…(2)
SVCが出力する無効電流の極性及び大きさを変えることにより、SVCの設置点の配電線電圧Viを任意の値に調整することができる。無効電流の発生は、配電線にリアクトルを介してIGBTやGTO等の自己消弧素子を用いて構成した自励式インバータを接続して配電線に無効電力を出力するSVG(Static Var Generator)方式のものや、出力変圧器の一次側にサイリスタを介してリアクトルを接続してサイリスタによりリアクトルの遅れ無効電流を制御する回路を構成するとともに、サイリスタとリアクトルとからなる回路に対して並列に進相コンデンサを接続したTCR(Thyristor Controlled Reactor)方式のものなどが提案されている。いずれの方式も半導体素子による動作であることから、十分に早い応答特性を備える。
(1)まず基本的な課題は、分散電源が導入された系統の電圧安定化であるから、系統電圧を変数に取る評価関数が妥当である。
(2)ある程度の電圧変動は、適宜な電圧制御機器でローカルに補正できる場合が有る。例えば緩やかな電圧変動であればSVRの利用が考えられる。急激な電圧変動にはSVCの利用が考えられるが、この場合は補正範囲が限られるうえ比較的高価である。そこで評価関数として、短期的な日射量の変化によって生じる短期的な系統電圧変化の大きさを変数に取ることができる。この短期的な変化は、例えば系統電圧の高周波成分、あるいは微分値、などで表わされる。
(3)短期的な日射量の変化は、雲の流れによる日射の遮蔽が主な要因であることが多い。雲は風によって移動するが、風向と風速は急激に変わることは少ない。これより短期的な雲の流れは、風の流れに置き換えることができる。こうして風の流れと系統電圧の変動を関連付けることができる。このとき電圧変化は、風の方向とノードの延びる方向が直交するとき最も急激になる。そこで、雲の流れる方向とノードの延びる方向を評価関数に取り込むことができる。
(4)上記(3)の風の方向とノードの延びる方向の関係は、風の方向に計るノード間距離に換算できる。つまり、風の方向に計るノード間距離が短く分布するほど、電圧変動が急激になる。これより、風の方向に計るノード間距離を評価関数にしても良い。
評価関数=雲が流れる距離/ノード間距離
となる。
11 系統再構成信号の作成部
12 電圧制御機器駆動信号の作成部
13 開閉器
101 本発明の系統電圧の安定化装置
201 本発明の系統電圧の安定化方法
Claims (9)
- 気象予測情報を入力する入力部と、前記気象予測情報と系統構成情報に基づいて前記気流変動に影響される系統の電圧変動を抑制するように系統の各開閉器を接続/遮断するための開閉指令を求める指令演算部を有することを特徴とする系統電圧安定化装置。
- 請求項1において、前記気象情報に基づいて自然エネルギー発電装置の発電量を推測する発電量推測部を有し、
前記開閉指令は、前記系統構成情報と共に前記推測された発電量に基づいて演算さえることを特徴とする系統安定化装置。 - 請求項1において、前記開閉指令から開閉器の駆動信号を生成する駆動信号生成部を有することを特徴とする系統電力安定化装置。
- 請求項1において、前記自然エネルギー発電装置は、太陽光発電あるいは/および風力発電であることを特徴とする系統電力安定化装置。
- 請求項1において、前記気象予測情報は、太陽光発電を備える電力系統においては日射量、風力発電を備える電力系統においては風速を含むことを特徴とする系統電力安定化装置。
- 請求項1において、前記系統構成情報は、分散電源の接続点、系統の線路、電圧制御機器の種類、を含むことを特徴とする系統電力安定化装置。
- 請求項3において、記載の開閉器の駆動信号は、気象予測情報に基づく分散電源の発電量の変動が電力系統の電圧変動に与える影響が最小になるように生成することを特徴とする系統電力安定化装置。
- 請求項3において、現時点の系統構成から再構成する系統構成に至るまでに、複数段階の系統構成を経るように開閉器の駆動信号を生成する系統電力安定化装置。
- 気象予測情報を入力し、前記気象情報と前記推測発電量と系統構成情報に基づいて気象変動に影響される系統の電圧変動を抑制するように系統の各開閉器を接続/遮断するための開閉指令を求める系統電圧安定化方法。
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- 2011-09-02 EP EP11871692.7A patent/EP2752953B1/en not_active Not-in-force
- 2011-09-02 JP JP2013530883A patent/JP5648129B2/ja not_active Expired - Fee Related
- 2011-09-02 WO PCT/JP2011/004925 patent/WO2013030897A1/ja active Application Filing
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Cited By (10)
Publication number | Priority date | Publication date | Assignee | Title |
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JP2015042128A (ja) * | 2013-08-23 | 2015-03-02 | 中国電力株式会社 | 電圧調整装置 |
JP2015204687A (ja) * | 2014-04-14 | 2015-11-16 | 中国電力株式会社 | 分散型電源出力予測システム |
WO2016002339A1 (ja) * | 2014-06-30 | 2016-01-07 | 株式会社日立製作所 | 電圧安定度監視装置および方法 |
JPWO2016002339A1 (ja) * | 2014-06-30 | 2017-04-27 | 株式会社日立製作所 | 電圧安定度監視装置および方法 |
EP3163706A4 (en) * | 2014-06-30 | 2018-02-28 | Hitachi, Ltd. | Voltage stability monitoring device and method |
JP2016116290A (ja) * | 2014-12-12 | 2016-06-23 | 富士電機株式会社 | 負荷余裕計算装置、負荷余裕計算方法、及びプログラム |
WO2016147453A1 (ja) * | 2015-03-13 | 2016-09-22 | 日本電気株式会社 | 管理装置、電力系統システム、発電量の制御方法、及びプログラム |
JPWO2016147453A1 (ja) * | 2015-03-13 | 2018-01-18 | 日本電気株式会社 | 管理装置、電力系統システム、発電量の制御方法、及びプログラム |
KR20220157851A (ko) * | 2021-05-21 | 2022-11-29 | 성균관대학교산학협력단 | 배전 계통 최적화 시스템 및 방법 |
KR102620315B1 (ko) * | 2021-05-21 | 2024-01-02 | 성균관대학교산학협력단 | 배전 계통 최적화 시스템 및 방법 |
Also Published As
Publication number | Publication date |
---|---|
EP2752953A1 (en) | 2014-07-09 |
CN103703643B (zh) | 2017-12-19 |
JPWO2013030897A1 (ja) | 2015-03-23 |
CN103703643A (zh) | 2014-04-02 |
EP2752953B1 (en) | 2017-11-22 |
JP5648129B2 (ja) | 2015-01-07 |
EP2752953A4 (en) | 2015-09-09 |
US9537314B2 (en) | 2017-01-03 |
US20140191581A1 (en) | 2014-07-10 |
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