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Investigating Feasibility and Necessity for Mixed-Integer Linear Programming in an Integrated Grid and Power Market Simulation

机译:在集成电网和电力市场仿真中研究混合整数线性规划的可行性和必要性

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Current developments in power market systems point out the need for appropriate coordination of the power market and the power grid. Building on the proposed integrated grid and power market simulation by Borning and Moser, this paper applies and extends the existing approach to a European scope with a one year temporal horizon. By this, the modelling level of detail of thermal power plants in an integrated grid and power market simulation can be determined accurately as a mixed-integer linear problem. Due to its high complexity, a decomposition approach is inevitable. Therefore, the authors propose a new approach combining a two-step heuristic with a subsequent Lagrangian decomposition. Exemplary investigation for the European power system shows that the systemic influence of the high modelling level of detail is not significant regarding total generation cost as well as line loadings but regarding the power plant specific dispatches. Therefore, the authors conclude thatfor a simulation of the whole system regarding total production cost and line loadings the mixed-integer linear program is not necessary, however, should be applied for simulations regarding power plant specific constraints (e.g. minimal power, minimal up-/downtime).
机译:电力市场系统的当前发展表明需要对电力市场和电网进行适当的协调。在Borning和Moser建议的集成电网和电力市场模拟的基础上,本文将现有方法应用于并扩展到具有一年时间范围的欧洲范围。这样,可以将集成电网中火电厂的详细模型建模水平和电力市场仿真确定为混合整数线性问题。由于其复杂性高,因此不可避免地要采用分解方法。因此,作者提出了一种新方法,将两步启发式方法与随后的拉格朗日分解相结合。对欧洲电力系统的示例性调查表明,高详细建模水平的系统影响对于总发电成本以及线路负荷而言并不重要,而对于电厂特定调度而言却不那么重要。因此,作者得出结论,对于整个系统的总生产成本和生产线负载的仿真,混合整数线性程序不是必需的,但是,应将其应用于发电厂特定约束条件(例如,最小功率,最小UP /停机时间)。

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