Title
Proximity search heuristics for wind farm optimal layout
Abstract
A heuristic framework for turbine layout optimization in a wind farm is proposed that combines ad-hoc heuristics and mixed-integer linear programming. In our framework, large-scale mixed-integer programming models are used to iteratively refine the current best solution according to the recently-proposed proximity search paradigm. Computational results on very large scale instances involving up to 20,000 potential turbine sites prove the practical viability of the overall approach.
Year
DOI
Venue
2016
10.1007/s10732-015-9283-4
J. Heuristics
Keywords
Field
DocType
Wind farm optimization,Heuristics,Mixed integer linear programming
Mathematical optimization,Heuristic,Programming paradigm,Heuristics,Integer programming,Linear programming,Proximity search,Artificial intelligence,Turbine,Mathematics,Wind power,Machine learning
Journal
Volume
Issue
ISSN
22
4
1381-1231
Citations 
PageRank 
References 
7
0.68
4
Authors
2
Name
Order
Citations
PageRank
martina fischetti1133.74
Michele Monaci2104960.78