Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource A Review on Condition Monitoring of Wind Turbines Using Machine Learning Techniques Subject The topic of the resource Condition Monitoring; Machine learning; Renewable energy; Wind turbine Description An account of the resource This document examines the most up-to-date research on the application of machine learning (ML) techniques in monitoring the conditions of wind turbines. The focus is on classification methods, which are used to identify different types of faults. The analysis revealed that the majority of the research utilizes Supervisory Control and Data Acquisition (SCADA) information, with neural networks, support vector machines, and decision trees being the most prevalent machine learning algorithms. The review also identifies several areas for future research, such as the development of more robust ML models that can handle noisy data and the use of ML methods for prognosis (predicting future faults). The Authors, published by EDP Sciences, 2024. Creator An entity primarily responsible for making the resource Muralidharan P.; Thakur G.; Shalini M.; Sharma V.; Abootharmahmoodshakir; Dhablia A. Source A related resource from which the described resource is derived E3S Web of Conferences, Vol-540 Publisher An entity responsible for making the resource available EDP Sciences Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1051/e3sconf/202454003003" target="_blank" rel="noreferrer noopener">https://doi.org/10.1051/e3sconf/202454003003</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85198141344&amp;doi=10.1051%2Fe3sconf%2F202454003003&amp;partnerID=40&amp;md5=1470b0a959ecd28269b140407790bf4c" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85198141344&amp;doi=10.1051%2fe3sconf%2f202454003003&amp;partnerID=40&amp;md5=1470b0a959ecd28269b140407790bf4c</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 25550403 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Muralidharan P., School of Business and Management, CHRIST University Yeshwanthpur Campus Bangalore, India; Thakur G., Department of Civil Engineering, Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, 248007, India; Shalini M., Department of ECE, Prince Shri Venkateshwara Padmavathy Engineering College, Chennai, 127, India; Sharma V., Department of Computer Science and Engineering, IES College of Technology, Madhya Pradesh, Bhopal, 462044, India; Abootharmahmoodshakir, The Islamic University, Najaf, Iraq; Dhablia A., Altimetrik India Pvt Ltd, Maharashtra, Pune, India