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Integrated optimal design of a hybrid locomotive with multiobjective genetic algorithms

机译:混合机车的多目标遗传算法集成优化设计。

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摘要

In this paper, the Integrated Optimal Design (IOD) approach for energetic system design is discussed. IOD aims at concurrently optimizing the architecture, the element sizing and the energy management in an energetic system. IOD leads to complex optimization problems (typically mixed variable problems with several constraints and multiple objectives) which can be solved with direct optimization methods. We illustrate the interest of this approach through the design of a hybrid environmentally friendly locomotive moved by four DC motors supplied by a diesel engine generator in association with electric storage elements (batteries and ultracapacitors).
机译:本文讨论了用于能量系统设计的集成最优设计(IOD)方法。 IOD旨在同时优化能源系统中的体系结构,元素大小和能源管理。 IOD会导致复杂的优化问题(通常是具有多个约束和多个目标的混合变量问题),可以使用直接优化方法来解决。我们通过设计混合动力环保机车来说明这种方法的兴趣,该机车由柴油发动机发电机提供的四个直流电动机与蓄电元件(电池和超级电容器)一起移动。

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