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專利授權區

專利授權區
專利名稱(中)	基於強化學習的點對點能源共享方法及裝置
專利名稱(英)	METHOD AND APPARATUS FOR PEER-TO-PEER ENERGY SHARING BASED ON REINFORCEMENT LEARNING
專利家族	中華民國：I763087 美國：2022-0122174(公開號)
專利權人	國立清華大學 100%
發明人	邱偉育,黃粲博
技術領域	能源科技,電子電機

專利摘要(英)
A method and an apparatus for peer-to-peer energy sharing based on reinforcement learning are provided. The method includes following steps: uploading a trading electricity of a future time slot to a coordinator device, and receiving a global trading information obtained by the coordinator device integrating the trading electricity uploaded by each user device; using the global trading information, electricity information of itself and an internal power price to define multiple power states, and estimating an electricity cost of arranging trading electricity under each power state to generate a Q table; establishing a planning model by using the global trading information, estimating electricity costs for arranging the trading electricity of multiple time slots under each power state, and using the same to update the Q table; and predicting the trading electricity suitable to be arranged under a current power state by using the Q table, and uploading the same to the coordinator device for trading.

專利摘要(英)

A method and an apparatus for peer-to-peer energy sharing based on reinforcement learning are provided. The method includes following steps: uploading a trading electricity of a future time slot to a coordinator device, and receiving a global trading information obtained by the coordinator device integrating the trading electricity uploaded by each user device; using the global trading information, electricity information of itself and an internal power price to define multiple power states, and estimating an electricity cost of arranging trading electricity under each power state to generate a Q table; establishing a planning model by using the global trading information, estimating electricity costs for arranging the trading electricity of multiple time slots under each power state, and using the same to update the Q table; and predicting the trading electricity suitable to be arranged under a current power state by using the Q table, and uploading the same to the coordinator device for trading.

聯絡資訊
承辦人姓名	李曉琪
承辦人電話	03-5715131 #31061
承辦人Email	hsiaochi@mx.nthu.edu.tw