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Author

Qian Ma

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Open access Oct 2026

Multi-Time-Scale Power and Energy Balance Optimization Method for Power Systems Considering Hydrogen Energy Storage Failures Under Dynamic Carbon Quota Allocation

High renewable energy penetration significantly increases source-side uncertainty and makes power and energy balancing more difficult under carbon emission constraints. To improve the multi-time-scale power and energy balance of highly uncertain power systems, this paper proposes a low-carbon coordinated optimization m...

Han-Yu Liu, Hang-Yu Niu, Qian Ma et al. · 0 citations
Conference Jul 2026

Demand Response Optimization Scheduling Strategy for Data Center Aggregators Oriented to Multi-Period Power Balance Analysis

With the increasing penetration of renewable energy and the diversification of load patterns, power and energy balance analysis is facing coupled challenges involving multiple periods, multiple scenarios, and uncertainties on both the supply and demand sides. Data centers possess the potential for spatial and temporal...

Qian Ma, Ao-Yu Lei, Na-Min Hou et al. · 0 citations

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