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 Impact of demand response contracts on short-term load forecasting in smart grid using SVR optimized by GA Subject The topic of the resource Demand Response; Genetic Algorithm; Smart Grid; STLF; Support Vector Regression Description An account of the resource In a Smart Grid environment the performance measure of the grid is calculated by considering the fact that how accurately and precisely a load forecasting (LF) is done. A true Load Forecasting is vital to make a current grid smarter and more reliable when it comes to its performance. Demand Response (DR) contracts is a type of program in smart grid where the customer is free to select a type of contract which is given by the utility and is one of the growing factor which affects the load forecasting results in the Smart Grid, therefore in order to do a complete evaluation of smart grid performance and to accomplish an accurate load forecasting results the different types of contracts should also be studied. The purpose of this study is to accomplish two goals. The first one is to develop a suitable model which can incorporate various factors that can affect the load forecasting results. The subsequent goal is to identify the impact of the demand response contracts on the load forecasting results. In the proposed study, Support Vector Machine-Regression (SVR) is selected as the base methodology to perform a Short - Term Load Forecasting (STLF) under smart grid environment. 2017 IEEE. Creator An entity primarily responsible for making the resource Jose J.; Margaret V.; Rao K.U. Source A related resource from which the described resource is derived 2017 Innovations in Power and Advanced Computing Technologies, i-PACT 2017, Vol-2017-January, pp. 1-9. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2017-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/IPACT.2017.8244928" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/IPACT.2017.8244928</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045846739&amp;doi=10.1109%2FIPACT.2017.8244928&amp;partnerID=40&amp;md5=4781e1de437e2d1be3a00cd283453d64" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045846739&amp;doi=10.1109%2fIPACT.2017.8244928&amp;partnerID=40&amp;md5=4781e1de437e2d1be3a00cd283453d64</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-150905682-8 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 Jose J., Department of Electrical and Electronics Engineering, Faculty of Engineering, Christ University, Bangalore, India; Margaret V., Department of Electrical and Electronics Engineering, Faculty of Engineering, Christ University, Bangalore, India; Rao K.U., Department of Electrical and Electronics Engineering, Faculty of Engineering, Christ University, Bangalore, India