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Yiping Chen

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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87

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Scholarly Papers (2)

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1.

A Distributional Risk-Averse Deep Reinforcement Learning Method for Look-Ahead Power Dispatch Considering Extreme Ramping Events

Downloads 75 (899,324)

A Distributional Risk-Averse Deep Reinforcement Learning Method for Look-Ahead Power Dispatch Considering Extreme Ramping Events

Number of pages: 42 Posted: 14 Aug 2025
Siyuan Chen, jian xu, Qining Wang, Ruiqi Si, Rong Yan, Yan Guo, Xin Wei and Yiping Chen
Wuhan University, Wuhan University, Wuhan University, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 43 (1,238,337)

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Extreme ramping event, look-ahead power dispatch, chance constraints, risk-averse, Deep reinforcement learning

A Distributional Risk-Averse Deep Reinforcement Learning Method for Look-Ahead Power Dispatch Considering Extreme Ramping Events

Number of pages: 36 Posted: 30 May 2025
Siyuan Chen, jian xu, Qining Wang, Ruiqi Si, Rong Yan, Yan Guo, Xin Wei and Yiping Chen
Wuhan University, Wuhan University, Wuhan University, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 32 (1,371,100)

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Extreme ramping event, look-ahead power dispatch, chance constraints, risk-averse, Deep reinforcement learning

2.

A Distributional Risk-Averse Deep Reinforcement Learning Method for Look-ahead Power Dispatch Considering Extreme Ramping Events

Number of pages: 43 Posted: 14 Jan 2026
Siyuan Chen, jian xu, Qining Wang, Ruiqi Si, Rong Yan, Yan Guo, Xin Wei and Yiping Chen
Wuhan University, Wuhan University, Wuhan University, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 12 (1,555,090)

Abstract:

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Extreme ramping event, look-ahead power dispatch, Chance constraints, risk-averse, Deep reinforcement learning