{"id":"https://openalex.org/W2024220340","doi":"https://doi.org/10.1109/ccece.2014.6901160","title":"Design and implementation of a rule-based learning algorithm using Zigbee wireless sensors for energy management","display_name":"Design and implementation of a rule-based learning algorithm using Zigbee wireless sensors for energy management","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2024220340","doi":"https://doi.org/10.1109/ccece.2014.6901160","mag":"2024220340"},"language":"en","primary_location":{"id":"doi:10.1109/ccece.2014.6901160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2014.6901160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062100234","display_name":"Azim Keshtkar","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Azim Keshtkar","raw_affiliation_strings":["School of Mechatronic Systems Engineering, Simon Fraser University, Surrey, BC, Canada","School of Mechatronic Systems Engineering, Simon Fraser University, Surrey, BC V3T 0A3, Canada"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Systems Engineering, Simon Fraser University, Surrey, BC, Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"School of Mechatronic Systems Engineering, Simon Fraser University, Surrey, BC V3T 0A3, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001883401","display_name":"Siamak Arzanpour","orcid":"https://orcid.org/0000-0001-7734-9372"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Siamak Arzanpour","raw_affiliation_strings":["School of Mechatronic Systems Engineering, Simon Fraser University, Surrey, BC, Canada","School of Mechatronic Systems Engineering, Simon Fraser University, Surrey, BC V3T 0A3, Canada"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Systems Engineering, Simon Fraser University, Surrey, BC, Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"School of Mechatronic Systems Engineering, Simon Fraser University, Surrey, BC V3T 0A3, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062100234"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.08028741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/thermostat","display_name":"Thermostat","score":0.8761281371116638},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6992313861846924},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.641087532043457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.631202757358551},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6286289691925049},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5505566000938416},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.5288385152816772},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.5260170102119446},{"id":"https://openalex.org/keywords/energy-conservation","display_name":"Energy conservation","score":0.44755250215530396},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4402036964893341},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4398462772369385},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4273208677768707},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3993908762931824},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3240325450897217},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24303647875785828},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2152940332889557},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19860658049583435},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18054234981536865}],"concepts":[{"id":"https://openalex.org/C187819001","wikidata":"https://www.wikidata.org/wiki/Q187665","display_name":"Thermostat","level":2,"score":0.8761281371116638},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6992313861846924},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.641087532043457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.631202757358551},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6286289691925049},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5505566000938416},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5288385152816772},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.5260170102119446},{"id":"https://openalex.org/C520301825","wikidata":"https://www.wikidata.org/wiki/Q380170","display_name":"Energy conservation","level":2,"score":0.44755250215530396},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4402036964893341},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4398462772369385},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4273208677768707},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3993908762931824},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3240325450897217},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24303647875785828},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2152940332889557},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19860658049583435},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18054234981536865},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece.2014.6901160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2014.6901160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1995002685","https://openalex.org/W1997898472","https://openalex.org/W2016100278","https://openalex.org/W2021758937","https://openalex.org/W2116193472","https://openalex.org/W2182836206","https://openalex.org/W6686530533"],"related_works":["https://openalex.org/W2038237118","https://openalex.org/W3121872160","https://openalex.org/W1995684906","https://openalex.org/W2028412492","https://openalex.org/W2085905604","https://openalex.org/W2369232549","https://openalex.org/W2281379544","https://openalex.org/W3207683219","https://openalex.org/W3045629841","https://openalex.org/W3112192360"],"abstract_inverted_index":{"The":[0,59,82],"capabilities":[1,38,145],"of":[2,16,29,39,130,143],"wireless":[3,33,40,90,132],"sensors":[4,34,41],"networks":[5],"(WSNs)":[6],"to":[7,35,63,68,72,157],"measure":[8],"different":[9],"variables,":[10],"could":[11,109],"significantly":[12],"improve":[13],"the":[14,17,37,44,87,95,141,147,151,158],"limitations":[15],"existing":[18,64,160],"energy":[19,77,103,152],"management":[20,78],"systems.":[21],"In":[22],"this":[23,73],"paper,":[24],"we":[25],"introduce":[26],"a":[27,122],"combination":[28,142],"rule-based":[30,89,148],"techniques":[31],"and":[32,105,134,146],"demonstrate":[36,85],"in":[42,55,79,97,112],"reducing":[43],"electricity":[45],"consumption":[46,153],"without":[47],"sacrificing":[48],"thermal":[49],"comfort":[50,107],"that":[51,86,108,140],"would":[52],"help":[53,110],"utilities":[54,111],"peak":[56,113],"load":[57,114],"curtailments.":[58],"method":[60,118,149],"is":[61,119],"applied":[62],"programmable":[65],"thermostats":[66],"(PTs)":[67],"add":[69],"more":[70],"intelligence":[71],"device":[74],"for":[75],"better":[76,93],"residential":[80,124],"buildings.":[81],"simulation":[83],"results":[84,138],"proposed":[88],"thermostat":[91],"performs":[92],"than":[94],"PTs":[96],"various":[98],"aspects,":[99],"i.e.,":[100],"learning,":[101],"electric":[102],"conservation,":[104],"occupant":[106],"curtailment.":[115],"Moreover,":[116],"our":[117],"implemented":[120],"on":[121],"typical":[123],"Air":[125],"Conditioner":[126],"(AC)":[127],"by":[128,154],"using":[129],"X-bee":[131],"sensor":[133],"Arduino":[135],"Microcontroller.":[136],"Conducted":[137],"show":[139],"WSNs":[144],"reduce":[150],"33.5%":[155],"compared":[156],"similar":[159],"AC":[161],"system.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}