{"id":"https://openalex.org/W2147086367","doi":"https://doi.org/10.1109/dest.2012.6227920","title":"Precursors to using energy data as a manufacturing process variable","display_name":"Precursors to using energy data as a manufacturing process variable","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2147086367","doi":"https://doi.org/10.1109/dest.2012.6227920","mag":"2147086367"},"language":"en","primary_location":{"id":"doi:10.1109/dest.2012.6227920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dest.2012.6227920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th IEEE International Conference on Digital Ecosystems and Technologies (DEST)","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/A5064284504","display_name":"Neil Brown","orcid":"https://orcid.org/0000-0002-7350-4555"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]},{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Neil Brown","raw_affiliation_strings":["Institute of Energy and Sustainable Development, De Montfort University, Leicester, UK","Institute of Energy and Sustainable Development, DeMontfort University, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Energy and Sustainable Development, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Institute of Energy and Sustainable Development, DeMontfort University, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rick Greenough","orcid":null},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]},{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rick Greenough","raw_affiliation_strings":["Institute of Energy and Sustainable Development, De Montfort University, Leicester, UK","Institute of Energy and Sustainable Development, DeMontfort University, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Energy and Sustainable Development, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Institute of Energy and Sustainable Development, DeMontfort University, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077941740","display_name":"Konstantin Vikhorev","orcid":"https://orcid.org/0000-0001-8767-1672"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]},{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Konstantin Vikhorev","raw_affiliation_strings":["Institute of Energy and Sustainable Development, De Montfort University, Leicester, UK","Institute of Energy and Sustainable Development, DeMontfort University, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Energy and Sustainable Development, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Institute of Energy and Sustainable Development, DeMontfort University, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039318272","display_name":"Sanober Khattak","orcid":"https://orcid.org/0000-0002-5007-0969"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]},{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sanober Khattak","raw_affiliation_strings":["Institute of Energy and Sustainable Development, De Montfort University, Leicester, UK","Institute of Energy and Sustainable Development, DeMontfort University, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Energy and Sustainable Development, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Institute of Energy and Sustainable Development, DeMontfort University, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3875,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67454367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9664000272750854,"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/T10435","display_name":"Environmental Impact and Sustainability","score":0.951200008392334,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6733312010765076},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.5396850109100342},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5195796489715576},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5053994655609131},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.5036019682884216},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49822044372558594},{"id":"https://openalex.org/keywords/event-data","display_name":"Event data","score":0.4900742769241333},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4444873034954071},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4416692554950714},{"id":"https://openalex.org/keywords/complex-event-processing","display_name":"Complex event processing","score":0.4214683473110199},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41855672001838684},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.41778337955474854},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3900843858718872},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3588659167289734},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3481898307800293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28612133860588074},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16821441054344177},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.13179072737693787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6733312010765076},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.5396850109100342},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5195796489715576},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5053994655609131},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.5036019682884216},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49822044372558594},{"id":"https://openalex.org/C2987896495","wikidata":"https://www.wikidata.org/wiki/Q5416716","display_name":"Event data","level":3,"score":0.4900742769241333},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4444873034954071},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4416692554950714},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.4214683473110199},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41855672001838684},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.41778337955474854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3900843858718872},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3588659167289734},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3481898307800293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28612133860588074},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16821441054344177},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.13179072737693787},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/dest.2012.6227920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dest.2012.6227920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th IEEE International Conference on Digital Ecosystems and Technologies (DEST)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.461.5751","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.461.5751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://pcwww.liv.ac.uk/~vikhorev/papers/Brown12Precursors.pdf","raw_type":"text"},{"id":"pmh:oai:dora.dmu.ac.uk:2086/7889","is_oa":false,"landing_page_url":"http://hdl.handle.net/2086/7889","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W191752155","https://openalex.org/W804782515","https://openalex.org/W821894825","https://openalex.org/W1521132127","https://openalex.org/W1986795233","https://openalex.org/W1994718651","https://openalex.org/W1999119488","https://openalex.org/W2004323525","https://openalex.org/W2018176996","https://openalex.org/W2025880004","https://openalex.org/W2030891177","https://openalex.org/W2042143773","https://openalex.org/W2049800636","https://openalex.org/W2053276596","https://openalex.org/W2096550533","https://openalex.org/W2108982175","https://openalex.org/W2126479337","https://openalex.org/W2137358537","https://openalex.org/W2155157299","https://openalex.org/W2265224703","https://openalex.org/W2805573848","https://openalex.org/W3147581227","https://openalex.org/W4205756738","https://openalex.org/W6607763758","https://openalex.org/W6674197986","https://openalex.org/W6751656236"],"related_works":["https://openalex.org/W107105315","https://openalex.org/W1584537303","https://openalex.org/W4388155270","https://openalex.org/W2530790621","https://openalex.org/W2915399950","https://openalex.org/W4386427058","https://openalex.org/W2021159715","https://openalex.org/W2465581424","https://openalex.org/W4308672222","https://openalex.org/W2956128185"],"abstract_inverted_index":{"Energy":[0],"efficiency":[1],"can":[2,58],"often":[3],"learn":[4],"much":[5,45],"from":[6,14],"manufacturing":[7,33,96],"in":[8,34,61,87,104],"terms":[9],"of":[10,42,95,118],"available":[11],"analysis":[12,18,57],"techniques,":[13],"basic":[15],"time":[16,64,75],"series":[17],"through":[19,77],"to":[20,39,65,91,138,147],"fuzzy":[21],"and":[22,26,54,110,123,141,151,155],"knowledge":[23],"based":[24],"systems":[25],"artificial":[27],"intelligence.":[28],"On":[29],"the":[30,88,93],"other":[31],"hand,":[32],"many":[35],"sectors":[36],"has":[37,80],"yet":[38],"make":[40],"use":[41,139,142,150],"energy":[43,70,97,143,149],"data":[44,55,105,119,121,144],"beyond":[46],"finance.":[47],"Techniques":[48],"such":[49],"as":[50],"complex":[51],"event":[52],"processing":[53,128],"stream":[56],"be":[59,136],"applied":[60],"near":[62],"real":[63],"determine":[66],"process":[67,85],"health.":[68],"Conventional":[69],"data,":[71,98],"with":[72],"a":[73,99],"half-hourly":[74],"interval":[76],"fiscal":[78],"metering,":[79],"been":[81],"sufficient":[82],"for":[83],"off-line":[84],"control":[86],"past,":[89],"but":[90],"increase":[92],"utility":[94],"step":[100],"change":[101],"is":[102],"needed":[103],"frequency,":[106],"accuracy,":[107],"precision,":[108],"portability,":[109],"documentation.":[111],"This":[112],"paper":[113],"brings":[114],"together":[115],"co-dependent":[116],"issues":[117],"structure,":[120],"quality,":[122,154],"front-end":[124],"instrumentation":[125],"which":[126],"advanced":[127],"techniques":[129],"must":[130,135],"build":[131],"on,":[132],"discussing":[133],"what":[134],"done":[137],"gather":[140],"more":[145],"effectively,":[146],"reduce":[148],"emissions,":[152],"improve":[153],"save":[156],"costs.":[157]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
