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Microgrid combined power-heat economic-emission dispatch considering stochastic renewable energy resources, power purchase and emission tax

机译:考虑随机可再生能源,电力购置税和排污税的微电网电热经济排放联合调度

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This paper deals with the multi-objective economic-emission dispatch problem of combined heat and power (CHP) generation in a large microgrid (MG). The MG comprises many types of fossil fuel generating units, wind power units, and solar power units. The objective functions involve unit operating costs, emission level, emission tax, and cost of power purchase from the main external grid. Interdependencies of heat and power outputs of CHP units and valve-point effects of thermal units impose non-convexities, nonlinearities and complications in the dispatch modeling and optimization. The intermittent stochastic nature of wind and solar power and considering transmission losses increase the complexity of the problem. In addition to compromise programming, this paper uses some recent metaheuristic methods to solve the MG combined heat-power economic-emission dispatch (MG CHPED) problem. The results will show that cost and emissions in MG are totally conflicting functions, and different global optimization solvers may result in different near-global solutions. Single and multi-objective solutions obtained for the MG CHPED require the MG operator to use a decision-making tool, which is the fuzzy satisfying method in this paper, to select the best compromise solution among the achieved sets of solutions.
机译:本文研究了大型微电网(MG)中热电联产(CHP)产生的多目标经济排放调度问题。 MG包括许多类型的化石燃料发电单元,风力发电单元和太阳能发电单元。目标功能包括单位运营成本,排放水平,排放税以及从主要外部电网购买的电力成本。 CHP单元的热量和功率输出之间的相互依赖性以及热单元的阀点效应会在调度模型和优化过程中产生非凸性,非线性和复杂性。风能和太阳能的间歇性随机性以及考虑传输损耗会增加问题的复杂性。除了折衷编程之外,本文还使用了一些最新的启发式方法来解决MG联合热电经济排放调度(MG CHPED)问题。结果表明,MG中的成本和排放是完全矛盾的功能,并且不同的全局优化求解器可能会导致不同的近全局解决方案。为MG CHPED获得的单目标和多目标解决方案要求MG操作员使用决策工具(本文中的模糊满足方法)在已实现的解决方案集中选择最佳折衷解决方案。

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