Wind Turbine Accidents: A Data Mining Study
نویسندگان
چکیده
منابع مشابه
Predictive Analysis of Wind Turbine Faults: a Data Mining Approach
Wind industry is expanding rapidly to meet the current energy challenges. The expansion in quantity and size of the wind turbines will also increase the operation and maintenance (O&M) cost. Monitoring the performance of wind turbines can reduce the O&M cost. Supervisory Control and Data Acquisition (SCADA) system records various wind turbine parameters that can be analyzed for performance moni...
متن کاملImproving Data-based Wind Turbine Using Measured Data Foggy Method
The purpose of this paper is to improve the modeling of the data-driven wind turbine system that receives data from noise signals. Most of the data on industrial systems is noisely and data noise is inevitable and natural. The method and idea proposed in this paper, Data Fogging, significantly reduce the impact of noise on data-driven wind turbine system modeling, which is the basis of this met...
متن کاملWind turbine vibration study: a data driven methodology
Recommended Citation Zhang, Zijun. "Wind turbine vibration study: a data driven methodology. ii To My Parents and Family iii Hope is a waking dream. Aristotle iv ACKNOWLEDGMENTS I would like to express my sincere gratitude to my advisor Professor Andrew Kusiak, for his devotion to this research. He has been the most instrumental person for my academic and research achievements. He provided the ...
متن کاملStudy of Spanish mining accidents using data mining techniques
Mining is an economic sector with a high number of accidents. Mines are hazardous places and workers can suffer a wide variety of injuries. Utilizing a database composed of almost 70,000 occupational accidents and fatality reports corresponding to the decade 2003–2012 in the Spanish mining sector, the paper analyzes the main causes of those accidents. To carry out the study, powerful statistica...
متن کاملParametric study of a novel oscillatory wind turbine
Clean energy harvesting and usage has gained considerable attention in the last few decades. While the horizontal axis wind turbines have been used extensively, they have certain defects and functional limitations. In the present paper, a novel oscillatory wind turbine is proposed. The conceptual design of the new turbine together with its configuration is explained. Dynamical equations of the ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: SSRN Electronic Journal
سال: 2018
ISSN: 1556-5068
DOI: 10.2139/ssrn.3148853