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采用改进细菌觅食算法的虚拟电厂发电资源调度
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作者 谢传胜 钟朋园 《电力与能源》 2014年第3期385-389,共5页
能源与环境问题的日益严峻,对电力系统发电结构调整与电源优化调度提出了新的要求。为优化我国电源结构、提高分布式发电资源利用率,引入虚拟电厂理论及优化调度算法以整合各类分布式发电资源。结合虚拟电厂与发电资源相关理论,构建虚... 能源与环境问题的日益严峻,对电力系统发电结构调整与电源优化调度提出了新的要求。为优化我国电源结构、提高分布式发电资源利用率,引入虚拟电厂理论及优化调度算法以整合各类分布式发电资源。结合虚拟电厂与发电资源相关理论,构建虚拟电厂中分布式发电资源调度模型,采用改进的细菌觅食算法以及遗传算法对模型进行求解。算例分析中对虚拟电厂模型的经济性与环保性进行分析,同时对比了两种算法的运算速度与运算结果。结果表明,与传统电力系统相比,虚拟电厂更具环保性与经济性;同时,改进的细菌觅食算法运算速度更快、结果更优。 展开更多
关键词 细菌觅食算法 分布式发电资源 虚拟电厂 优化调度 遗传算法
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虚拟电厂内部资源调度算法的对比分析及应用 被引量:8
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作者 陈春武 钟朋园 +1 位作者 曾鸣 谢传胜 《水电能源科学》 北大核心 2014年第5期197-201,共5页
分布式发电资源的广泛应用对各类分布式发电机组的协调并网运行及其与传统发电机组的联合调度提出了新的要求。结合微型热电联产机组等分布式发电机组的特性,引入通用虚拟电厂技术,分析虚拟电厂内部发电资源优化调度算法,基于传统调度... 分布式发电资源的广泛应用对各类分布式发电机组的协调并网运行及其与传统发电机组的联合调度提出了新的要求。结合微型热电联产机组等分布式发电机组的特性,引入通用虚拟电厂技术,分析虚拟电厂内部发电资源优化调度算法,基于传统调度方法提出三种改进的调度算法,并通过实例分析对比了三种算法的寻优结果及运行时间。结果表明,基于混合整数线性规划算法与启发式算法的启发式线性规划改进算法有利于虚拟电厂业主获得更好的经济与环保收益以及更快的运算时间。 展开更多
关键词 分布式发电资源 虚拟电厂 优化调度 混合整数线性规划算法 启发式算法
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Multicriteria Methods for Distributed Generation Resources Optimization
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作者 Aleksandar Janjic Suzana Savic Goran Janackovic 《Journal of Energy and Power Engineering》 2013年第5期987-994,共8页
The optimization process of embedded, or DG (distributed generation) is a very complex task, and it should be evaluated and compared by means of multi-criteria methods of analysis. The classical method for selection... The optimization process of embedded, or DG (distributed generation) is a very complex task, and it should be evaluated and compared by means of multi-criteria methods of analysis. The classical method for selection is usually based only on a single criterion analysis, and it is defined by thermal or economic aspects. The problem of optimal dispatch of DG is typical example of optimization, because it differs from the classical problem of generation dispatch in the power system, due to the specific criteria related to the DG interconnection. The most important goals are to maximize the renewable production and to minimize the total cost, while satisfying additional constraints related to the operation of a distribution network. As there are many DGs in a distribution network, it is very complicated to decide the optimal DG outputs to satisfy all the criteria and constraints imposed by the distribution network. Another problem is the lack of the dispatcher control over DGs, and very often, the only available action is to switch on or off the generator. Finally, network operator and DG owner perspective are often opposed regarding appropriate control action in the network. In this paper, a multicriteria decision support based on AHP (analytical hierarchical processes) method is proposed for the choice of the dispatching action. The method is illustrated on the choice of the DG to be switched off in the case or reverse power flow. 展开更多
关键词 AHP optimal dispatch distributed generation multicriteria decision reverse power flow.
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Challenges and R&D opportunities of smart distribution grids in China 被引量:8
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作者 YU YiXin ZENG Yuan +1 位作者 LIU Hong SUN Bing 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第8期1588-1593,共6页
In this paper,5 investigations on the current states of power distribution grids in China have been introduced that cover the surveys of the practical distribution asset utilization,the simultaneity factor of feeder l... In this paper,5 investigations on the current states of power distribution grids in China have been introduced that cover the surveys of the practical distribution asset utilization,the simultaneity factor of feeder loading,the load compositions and characteristics,the urban reliability and the integration of distributed generations of renewable resources.Based on the survey results in the investigations,12 Facts are clearly presented.It shows that the challenges to modernize the distribution grids in China are to improve the asset utilization rates,the electricity efficiencies and the reliability of distribution systems,as well as to integrate increasing amount of variable distributed renewable resources.Furthermore based on the challenges,8 R&D opportunities have been identified. 展开更多
关键词 asset utilization distributed generation power distribution RELIABILITY R&D opportunities smart grid surveys
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