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Jianling Li

Lanzhou University of Technology

Lanzhou

China

  • Lanzhou University of Technology

SCHOLARLY PAPERS

3

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116

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0

Scholarly Papers (3)

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1.

Heuristic-Anchored Reinforcement Learning for Scenario-Specific Dispatch of Hybrid Energy Systems

Number of pages: 40 Posted: 01 Nov 2025
Pengfei Wang, Haoming Gu, Jianling Li, Zijun Ding, Diyi Chen, Wei Han and Pan Qiang
Lanzhou University of Technology, Lanzhou University of Technology, Lanzhou University of Technology, Lanzhou University of Technology, affiliation not provided to SSRN, Lanzhou University of Technology and Lanzhou University of Technology
Downloads 40 (1,196,171)

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Hydro-Wind-Photovoltaic-Pumped Storage, Scenario-specific learning, Rule-based heuristic policy, Real-time scheduling, Reservoir-constrained

2.

Optimizing Time-of-Use Arbitrage for Hybrid Pumped Storage Systems: A Real-Time Agent-Parallel Dispatch Anchored by Heuristic Policy

Number of pages: 40 Posted: 18 Nov 2025
Pengfei Wang, Haoming Gu, Jianling Li, Diyi Chen, Diyi Chen, Wei Han and Pan Qiang
Lanzhou University of Technology, Lanzhou University of Technology, Lanzhou University of Technology, affiliation not provided to SSRN, Northwest Agricultural and Forestry University - Institute of Water Resources and Hydropower Research, Lanzhou University of Technology and Lanzhou University of Technology
Downloads 39 (1,209,354)

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Hydro-Wind-Photovoltaic-Pumped Storage, Rule-based heuristic policy, Real-time scheduling, Reservoir-constrained

3.

TOU-Aware energy dispatch for reservoir-constrained hybrid renewable systems via scenario-specific reinforcement learning enhanced with a heuristic policy

Number of pages: 39 Posted: 23 Oct 2025
Pengfei Wang, Haoming Gu, Jianling Li, Zijun Ding, Diyi Chen, Wei Han and Pan Qiang
Lanzhou University of Technology, Lanzhou University of Technology, Lanzhou University of Technology, Lanzhou University of Technology, affiliation not provided to SSRN, Lanzhou University of Technology and Lanzhou University of Technology
Downloads 37 (1,222,651)

Abstract:

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Hydro-Wind-Photovoltaic-Pumped Storage, Multi-mode learning, Rule-based heuristic policy, Real-time scheduling, Reservoir-Constrained