Distributed new energy unit output control method responding to demand change of power system
The invention provides a distributed new energy unit output control method responding to demand changes of a power system, and belongs to the technical field of distributed new energy unit output control. The technical problem to be solved is to provide a distributed new energy unit output control m...
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creator | LIU SENWEI XIAO JUN ZHAO YANKAI LI WEI ZHAO LIANGLIANG LAN GUOFENG WANG PENGCHENG |
description | The invention provides a distributed new energy unit output control method responding to demand changes of a power system, and belongs to the technical field of distributed new energy unit output control. The technical problem to be solved is to provide a distributed new energy unit output control method responding to the demand change of a power system. The technical scheme adopted for solving the technical problem is as follows: acquiring aggregated data of a region in the past one week, wherein the aggregated data comprises wind energy output power data, photovoltaic output power data, load demand data, date data, wind speed data, solar radiation data and temperature data; clustering the aggregated data by a spectral clustering algorithm to obtain two feature subsequences; predicting the two feature subsequences by using two different time sequence methods; the two predicted feature subsequences are input into a depth deterministic strategy gradient algorithm, and the depth deterministic strategy gradient |
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The technical scheme adopted for solving the technical problem is as follows: acquiring aggregated data of a region in the past one week, wherein the aggregated data comprises wind energy output power data, photovoltaic output power data, load demand data, date data, wind speed data, solar radiation data and temperature data; clustering the aggregated data by a spectral clustering algorithm to obtain two feature subsequences; predicting the two feature subsequences by using two different time sequence methods; the two predicted feature subsequences are input into a depth deterministic strategy gradient algorithm, and the depth deterministic strategy gradient</description><language>chi ; eng</language><subject>CALCULATING ; CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER ; COUNTING ; ELECTRIC DIGITAL DATA PROCESSING ; ELECTRICITY ; GENERATION ; PHYSICS ; SYSTEMS FOR STORING ELECTRIC ENERGY</subject><creationdate>2024</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240126&DB=EPODOC&CC=CN&NR=117458607A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25542,76516</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240126&DB=EPODOC&CC=CN&NR=117458607A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>LIU SENWEI</creatorcontrib><creatorcontrib>XIAO JUN</creatorcontrib><creatorcontrib>ZHAO YANKAI</creatorcontrib><creatorcontrib>LI WEI</creatorcontrib><creatorcontrib>ZHAO LIANGLIANG</creatorcontrib><creatorcontrib>LAN GUOFENG</creatorcontrib><creatorcontrib>WANG PENGCHENG</creatorcontrib><title>Distributed new energy unit output control method responding to demand change of power system</title><description>The invention provides a distributed new energy unit output control method responding to demand changes of a power system, and belongs to the technical field of distributed new energy unit output control. 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The technical problem to be solved is to provide a distributed new energy unit output control method responding to the demand change of a power system. The technical scheme adopted for solving the technical problem is as follows: acquiring aggregated data of a region in the past one week, wherein the aggregated data comprises wind energy output power data, photovoltaic output power data, load demand data, date data, wind speed data, solar radiation data and temperature data; clustering the aggregated data by a spectral clustering algorithm to obtain two feature subsequences; predicting the two feature subsequences by using two different time sequence methods; the two predicted feature subsequences are input into a depth deterministic strategy gradient algorithm, and the depth deterministic strategy gradient</abstract><oa>free_for_read</oa></addata></record> |
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subjects | CALCULATING CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONVERSION OR DISTRIBUTION OF ELECTRIC POWER COUNTING ELECTRIC DIGITAL DATA PROCESSING ELECTRICITY GENERATION PHYSICS SYSTEMS FOR STORING ELECTRIC ENERGY |
title | Distributed new energy unit output control method responding to demand change of power system |
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