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Bi-objective optimisation model for installation scheduling in offshore wind farms

机译:海上风电场安装调度的双目标优化模型

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摘要

A bi-objective optimisation using a compromise programming approach is proposed for installation scheduling of an offshore wind farm. As the installation cost and the completion period of the installation are important aspects in the construction of an offshore wind farm, the proposed method is used to deal with those conflicting objectives. We develop a mathematical model using mixed integer linear programming (MILP) to determine the optimal installation schedule considering several constraints such as weather condition and the availability of vessels. We suggest two approaches to deal with the multi-objective installation scheduling problem, namely compromise programming with exact method and with a metaheuristic technique. In the exact method the problem is solved by CPLEX whereas in the metaheuristic approach we propose Variable Neighbourhood Search (VNS). Moreover, greedy algorithms and a local search for solving the scheduling problem are introduced. Two generated datasets are used for testing our approaches. The computational experiments show that the proposed approaches produce interesting results.
机译:提出了一种使用折衷规划方法的双目标优化方法,用于海上风电场的安装调度。由于安装成本和安装的完成时间是海上风电场建设的重要方面,因此,本文提出的方法可用于解决这些相互矛盾的目标。我们使用混合整数线性规划(MILP)开发了一个数学模型,以考虑多种约束(例如天气条件和船只的可用性)来确定最佳安装时间表。我们提出了两种解决多目标安装调度问题的方法,即采用精确方法和元启发式技术进行折衷编程。在确切的方法中,问题由CPLEX解决,而在元启发式方法中,我们提出了可变邻域搜索(VNS)。此外,介绍了贪婪算法和用于解决调度问题的局部搜索。使用两个生成的数据集来测试我们的方法。计算实验表明,所提出的方法产生了有趣的结果。

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