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Insights into the Efficiencies of On-Shore Wind Turbines: A Data-Centric Analysis

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Document pages: 19 pages

Abstract: Literature on renewable energy alternative of wind turbines does not include a multidimensional benchmarking study that 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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