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Hybrid Time-Scale Optimal Scheduling Considering Multi-Energy Complementary Characteristic

Songkai Wang, Rong Jia, Xiaoyu Shi, Yuan An, Qiang Huang, Pengcheng Guo, Chang Luo

2021IEEE Access27 citationsDOIOpen Access PDF

Abstract

Evaluating the potential utilization of hybrid energy systems and determining the multi-scale optimal operation strategy is critical to power system planning in the context of energy structure adjustment, especially for large-scale hybrid energy systems. Considering the long-term and short-term complementary characteristics, this paper puts forward a coordinated optimization framework for the integrated energy system in the world's largest multi-energy complementary base on Yellow River's upper reaches. The main procedures are as follows: 1) cross-correlation method is introduced for individually analyzing the long- and short-term complementary characteristics of wind power, photovoltaic, and hydropower in this multi-energy complementary base; 2) a double-layer model combining the long-term optimal operation model and short-term optimal operation model for determining the proportion of multiple energy and optimizing the maximum peak-shaving ability; 3) Large-Scale System Decomposition-Coordination Method is applied for solving the proposed double-layer operation model. The results show that wind power 23%, photovoltaic 35%, hydropower 42% can keep the most stable generation in the long-term complementary operation. This proportion results can improve the system peak regulation capacity with 50.8% (sunny day's morning peak) and 24.2% (rainy day's morning peak) in the optimal short-term operation.

Topics & Concepts

Computer sciencePhotovoltaic systemWind powerHydropowerTerm (time)Scheduling (production processes)Mathematical optimizationElectric power systemEnergy (signal processing)Context (archaeology)Control theory (sociology)Power (physics)MathematicsEngineeringStatisticsElectrical engineeringControl (management)PhysicsBiologyQuantum mechanicsPaleontologyArtificial intelligenceIntegrated Energy Systems OptimizationElectric Power System OptimizationMicrogrid Control and Optimization
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