Title:
A COLLABORATIVE RESILIENT GRID RESPONSE FRAMEWORK CONSIDERING DER UNCERTAINTIES AND DYNAMICS
Document Type and Number:
WIPO Patent Application WO/2024/096041
Kind Code:
A1
Abstract:
Systems and methods described herein can involve reducing a feeder system model by node cell segmentation on feeder system according to system topology information and system operation characteristics to generate a node cell segmented distribution grid; constructing observational data from systemwide status information aggregated from nodes identified from the node cell segmented distribution grid to meet a reinforcement learning (RL) policy network input requirement; training an RL policy framework to generate control actions for controllable components of the system; and executing the RL policy framework to generate control actions for controllable nodes in the node cell segmented distribution grid.
Inventors:
YE YANZHU (US)
YANG BO (US)
CHONGFUANGPRINYA PANITARN (US)
ABE MASANORI (US)
YANG BO (US)
CHONGFUANGPRINYA PANITARN (US)
ABE MASANORI (US)
Application Number:
PCT/JP2023/039385
Publication Date:
May 10, 2024
Filing Date:
November 01, 2023
Export Citation:
Assignee:
HITACHI LTD (JP)
International Classes:
H02J13/00; H02J3/00
Foreign References:
| JP2022129353A | 2022-09-05 | |||
| JP2020028163A | 2020-02-20 |
Other References:
CHEN BO; YE ZHIGANG; CHEN CHEN; WANG JIANHUI; DING TAO; BIE ZHAOHONG: "Toward a Synthetic Model for Distribution System Restoration and Crew Dispatch", IEEE TRANSACTIONS ON POWER SYSTEMS, IEEE, USA, vol. 34, no. 3, 1 May 2019 (2019-05-01), USA, pages 2228 - 2239, XP011720095, ISSN: 0885-8950, DOI: 10.1109/TPWRS.2018.2885763
YANZHU YE: "GridLAB-D Open Workspace (GLOW) Project Update", HITACHI, 9 September 2021 (2021-09-09), XP093166497, Retrieved from the Internet
YANZHU YE: "GridLAB-D Open Workspace (GLOW) Project Update", HITACHI, 9 September 2021 (2021-09-09), XP093166497, Retrieved from the Internet
Attorney, Agent or Firm:
POLAIRE I.P.C. (JP)
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