基于模拟退火粒子群算法的船舶中压直流电力系统故障重构

Yingtian He, Yi Guo
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引用次数: 1

摘要

船舶中压直流(MVDC)电力系统故障重构本质上是一个多目标多约束非线性组合优化问题。以船舶MVDC电力系统故障的负荷恢复量、切换次数和发电机均衡效率为目标函数,建立了船舶MVDC电力系统故障的多目标重构模型。提出了一种模拟退火二粒子群算法来解决船舶直流电力系统的故障定位与重构问题,并引入自适应权值法来平衡全局搜索能力;引入轮盘赌选择法对自适应度值的选择进行优化。试验用例结果表明,所提方法具有较高的搜索效果和最优搜索能力,能在较短时间内得到船舶MVDC电力系统重构方案,具有较好的优化性能。
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Fault Reconstruction of Medium Voltage DC Power System in Ships Based on Simulated Annealing Particle Swarm Algorithm
The fault reconstruction of ship medium voltage direct current(MVDC) power system is essentially a multi-objective multi-constrained nonlinear combinatorial optimization problem. A multi-objective fault reconstruction model of the MVDC power system of a ship is established with load recovery amount, number of switching operations and generator equalization efficiency as the objective functions for the ship's MVDC power system faults. A simulated annealing binary particle swarm algorithm is proposed to solve the fault location and reconstruction problem of the ship MVDC power system, and the adaptive weight method is introduced to balance the global search capability; the roulette selection method is introduced to optimize the selection of the adaptation degree value. The results of the test cases show that the proposed method has a high search effect and optimal search capability, and can obtain the reconfiguration scheme of the ship MVDC power system in a short time, which reflects a good optimization performance.
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