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作 者:Kaicheng Liu Chen Liang Naiyue Wu Xiaoyang Dong Hui Yu
机构地区:[1]China Electric Power Research Institute,Beijing,100192,China [2]Electric Power Research Institute of State Grid Gansu Electric Power Company,Lanzhou,730000,China [3]State Key Laboratory of Power Grid Safety,Beijing,100084,China
出 处:《Energy Engineering》2024年第9期2621-2637,共17页能源工程(英文)
基 金:The Science and Technology Project of the State Grid Corporation of China(Research and Demonstration of Loss Reduction Technology Based on Reactive Power Potential Exploration and Excitation of Distributed Photovoltaic-Energy Storage Converters:5400-202333241A-1-1-ZN).
摘 要:This paper presents a novel approach to economic dispatch in smart grids equipped with diverse energy devices.This method integrates features including photovoltaic(PV)systems,energy storage coupling,varied energy roles,and energy supply and demand dynamics.The systemmodel is developed by considering energy devices as versatile units capable of fulfilling various functionalities and playing multiple roles simultaneously.To strike a balance between optimality and feasibility,renewable energy resources are modeled with considerations for forecasting errors,Gaussian distribution,and penalty factors.Furthermore,this study introduces a distributed event-triggered surplus algorithm designed to address the economic dispatch problem by minimizing production costs.Rooted in surplus theory and finite time projection,the algorithm effectively rectifies network imbalances caused by directed graphs and addresses local inequality constraints.The algorithm greatly reduces the communication burden through event triggering mechanism.Finally,both theoretical proofs and numerical simulations verify the convergence and event-triggered nature of the algorithm.
关 键 词:Fully distributed algorithm economic dispatch directed graph renewable energy resource
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