Insights into the efficiencies of on-shore wind turbines: a data-centric analysis
Ertek, Gürdal and Tunç, Murat Mustafa and Kurtaraner, Ece and Kebüde, Doğancan (2012) Insights into the efficiencies of on-shore wind turbines: a data-centric analysis. In: International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2012), Trabzon, Turkey
Official URL: http://dx.doi.org/10.1109/INISTA.2012.6247016
Literature on renewable energy alternative of wind turbines does not include a multidimensional benchmarking studythat can help investment decisions as well as design processes. This paper presents a data-centric analysis of commercial on-shore wind turbines and provides actionable insights through analytical benchmarking through Data Envelopment Analysis (DEA), visual data analysis, and statistical hypothesis testing. The paper also introduces a novel visualization approach for the understanding and the interpretation of reference sets, the set of efficient wind turbines that should be taken as benchmark by inefficient ones.
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