| 基于改进模拟植物生长算法的机组检修计划优化 |
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| 引用本文： | 刘波,包兴,李焱.基于改进模拟植物生长算法的机组检修计划优化[J].电力科学与工程,2011,27(5):20-24. |
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| 作者姓名： | 刘波 包兴 李焱 |
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| 作者单位： | 广东电网公司韶关供电局;张家港市供电公司; |
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| 摘 要： | 随着计算机技术的迅速发展,人工智能方法在动态组合优化问题中得到了广泛应用.针对发电机组检修计划优化问题,以生产费用与检修费用之和最小为目标建立了机组检修计划优化模型,以全部待检修机组启动检修时段的组合为决策变量,提出了一种利用改进模拟植物生长算法进行求解的方法,同时对各种不同的约束务件,分别给出了相应的处理方法.针对基...
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| 关 键 词： | 机组检修计划 模拟植物生长算法 改进模拟植物生长算法 生长点 步长 |
Solving Generator Maintenance Scheduling Problem Based on Improved Plant Growth Simulation Algorithm |
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| Liu bo,Bao xing,Li yan.Solving Generator Maintenance Scheduling Problem Based on Improved Plant Growth Simulation Algorithm[J].Power Science and Engineering,2011,27(5):20-24. |
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| Authors: | Liu bo Bao xing Li yan |
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| Affiliation: | Liu bo1,Bao xing2,Li yan2(1.Shaoguan Power Supply Bureau of Guangdong Power Grid Corp.,Shaoguan 512028,China,2.Zhangjiagang Power Supply Company,Zhangjiagang 215600,China) |
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| Abstract: | Along with the rapid development of computer technology,artificial intelligent methods are widely applied in dynamic combinatorial optimization problems.Aiming at the optimization of unit maintenance scheduling,a unit maintenance scheduling model is built in which the minimum production and maintenance cost is taken as objective function.By taking the combination of all generators' maintenance startup time as the decision variable,a improved plant growth simulation algorithm is applied to solve the optimiza... |
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| Keywords: | generator maintenance scheduling plant growth simulation algorithm improved plant growth simulation algorithm growing point step size |
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