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Improved Optimal Operation Planning Method Based on Tabu Search for Residential PEFC-CGS Considering Ramping Rate

机译:考虑禁忌率的基于禁忌搜索的住宅PEFC-CGS最优运行计划优化方法

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This paper proposes an improved optimal operation planning method for residential PEFC-CGS (Polymer Electrolyte Fuel CellCo-Generation System). Residential PEFC-CGS has recently been gathering attention as one of the distributed power sources with high efficiency and low environmental impacts. Previous research pointed out that the output variations of PEFC adversely affect the durability. It can be surmised that smaller output variations will be desired to extend durability years. However, in this field, ramping rate have not been sufficiently considered. For local search and tabu search, ramping rate constraint makes our operation planning difficult because it restricts the search for feasible neighborhood solutions. Therefore, the authors proposed a method to deal with typical and harsher ramping rate constraints in comparison with conventional methods. There are two key points for the improvement. One is the reinforcement of the search along the output power axis; the other is to make use of the strategy of tabu search which avoids the local optimal solutions. The simulation results show the effectiveness of the proposed method in the daily operation planning. Furthermore, in the case using typical ramping rate parameter, it is confirmed that tabu search doesn’t contribute the reduction of daily operational cost due to the above stated restriction of the search area.
机译:本文提出了一种改进的住宅用PEFC-CGS(聚合物电解质燃料电池热电联产系统)的最佳运行计划方法。住宅PEFC-CGS最近作为具有高效率和低环境影响的分布式电源之一而受到关注。先前的研究指出,PEFC的输出变化会对耐久性产生不利影响。可以推测,将需要较小的输出变化以延长使用寿命。但是,在该领域中,尚未充分考虑斜率。对于本地搜索和禁忌搜索,斜率限制使我们的运营计划变得困难,因为它限制了对可行邻域解的搜索。因此,与常规方法相比,作者提出了一种处理典型且更严格的斜率限制的方法。有两个要点改进。一种是沿输出功率轴的搜索的增强;另一种是沿输出功率轴的搜索。二是利用禁忌搜索策略,避免局部最优解。仿真结果表明了该方法在日常运行计划中的有效性。此外,在使用典型的爬坡速度参数的情况下,可以确认,由于上述限制的搜索区域,禁忌搜索并没有降低日常运营成本。

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