首页    期刊浏览 2024年10月06日 星期日
登录注册

文章基本信息

  • 标题:Towards negative cycle canceling in wind farm cable layout optimization
  • 本地全文:下载
  • 作者:Sascha Gritzbach ; Torsten Ueckerdt ; Dorothea Wagner
  • 期刊名称:Energy Informatics
  • 电子版ISSN:2520-8942
  • 出版年度:2018
  • 卷号:1
  • 期号:1 Supplement
  • 页码:51-61
  • DOI:10.1186/s42162-018-0030-6
  • 摘要:In the Wind Farm Cabling Problem ( WCP ) the task is to design the internal cabling of a wind farm such that all power from the turbines can be transmitted to the substations and the costs for the cabling are minimized. Cables can be chosen from several available cable types, each of which has a thermal capacity and cost. Until now, solution approaches mainly use Mixed-integer Linear Program s ( MILP ) or metaheuristics.We present our current state of research on a fast heuristic specifically designed for WCP . We introduce an algorithm that iteratively improves a cable layout by finding and canceling negative cycles in a suitably defined network. Our simulations on publicly available benchmark sets show that the heuristic is not only fast but it tends to produce good results. Currently our algorithm gives better solutions on large wind farms compared to an MILP solver. However, on small to medium instances the solver performs better in terms of solution quality, which represents a starting point for future work.
  • 关键词:Wind farm cable layout ; Negative cycle canceling ; Network flow ; Step function ; Heuristic
国家哲学社会科学文献中心版权所有