{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T16:33:54Z","timestamp":1774974834391,"version":"3.50.1"},"reference-count":31,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T00:00:00Z","timestamp":1541030400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Smart Grid"],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/tsg.2017.2703643","type":"journal-article","created":{"date-parts":[[2017,5,15]],"date-time":"2017-05-15T20:30:58Z","timestamp":1494880258000},"page":"6118-6127","source":"Crossref","is-referenced-by-count":23,"title":["The Evaluation of Agile Demand Response: An Applied Methodology"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1008-5250","authenticated-orcid":false,"given":"Muhammad","family":"Babar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Phuong H.","family":"Nguyen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vladimir","family":"Cuk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"I. G.","family":"Kamphuis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martijn","family":"Bongaerts","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zbigniew","family":"Hanzelka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref31","first-page":"1114","article-title":"A reinforcement learning approach to job-shop scheduling","author":"zhang","year":"1995","journal-title":"Proc IJCAI"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2293131"},{"key":"ref10","article-title":"An introduction to the universal smart energy framework","author":"volkerts","year":"2014","journal-title":"Smart Energy Collective"},{"key":"ref11","first-page":"293","article-title":"The powermatcher: Smart coordination for the smart electricity grid","author":"kok","year":"2013"},{"key":"ref12","year":"2016","journal-title":"Commission proposes new rules for consumer centred clean energy transition"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2015.2390639"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM.2014.6939109"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/UPEC.2015.7339955"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIA.2016.2608783"},{"key":"ref17","article-title":"FlexiblePower application infrastructure&#x2014;Detailed functional design","volume":"1 0","author":"coene","year":"2013","journal-title":"TNO report"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2213847"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/PSCC.2014.7038106"},{"key":"ref28","volume":"1","author":"sutton","year":"1998","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2376522"},{"key":"ref27","first-page":"719","article-title":"Toward off-policy learning control with function approximation","author":"maei","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn (ICML)"},{"key":"ref3","article-title":"Smart grid projects outlook 2014","author":"covrig","year":"2014"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2008.2007001"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/PTC.2015.7232789"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/EEM.2013.6607304"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2015.11.084"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2010.2045906"},{"key":"ref2","first-page":"1","article-title":"Directive 2012\/27\/eu of the European parliament and of the council of 25 October 2012 on energy efficiency, amending directives 2009\/125\/EC and 2010\/30\/eu and repealing directives 2004\/8\/EC and 2006\/32","volume":"315","author":"directive","year":"2012","journal-title":"Official J"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/PES.2010.5589432"},{"key":"ref1","article-title":"Benefits of demand response in electricity markets and recommendations for achieving them&#x2014;A report to the United States congress Pursant to section 1252 of the energy policy act of 2005","year":"2006"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ISGT-MidEast.2011.6220793"},{"key":"ref22","article-title":"Residential demand response applications using batch reinforcement learning","author":"ruelens","year":"2016","journal-title":"IEEE Trans Smart Grid"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/PTC.2015.7232789"},{"key":"ref24","article-title":"Convolutional neural networks for automatic statetime feature extraction in reinforcement learning applied to residential load control","author":"claessens","year":"2016","journal-title":"IEEE Trans Smart Grid"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2015.2441107"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2307\/2998564"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5370\/JEET.2015.10.1.064"}],"container-title":["IEEE Transactions on Smart Grid"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165411\/8497118\/07926413.pdf?arnumber=7926413","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T18:00:54Z","timestamp":1643220054000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7926413\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":31,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tsg.2017.2703643","relation":{},"ISSN":["1949-3053","1949-3061"],"issn-type":[{"value":"1949-3053","type":"print"},{"value":"1949-3061","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,11]]}}}