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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

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Official URL: http://dx.doi.org/10.1109/INISTA.2012.6247016

Abstract

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.

Item Type:Papers in Conference Proceedings
Uncontrolled Keywords:wind turbines; wind energy; data envelopment analysis (DEA); benchmarking; renewable energy
Subjects:H Social Sciences > HD Industries. Land use. Labor > HD0028 Management. Industrial Management
T Technology > TJ Mechanical engineering and machinery > TJ163.12 Mechatronics
H Social Sciences > HD Industries. Land use. Labor > HD0030.2 Electronic data processing. Information technology
Q Science > QA Mathematics > QA076 Computer software
H Social Sciences > HD Industries. Land use. Labor > HD0041 Competition
H Social Sciences > HF Commerce > HF5410-5417.5 Marketing. Distribution of products
Q Science > QA Mathematics > QA075 Electronic computers. Computer science
H Social Sciences > HF Commerce > HF4999.2-6182 Business
ID Code:21066
Deposited By:Gürdal Ertek
Deposited On:01 Dec 2012 16:52
Last Modified:01 Mar 2014 21:47

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