{"id":"https://openalex.org/W4403922339","doi":"https://doi.org/10.1145/3671127.3699688","title":"Improving Cyber-Physical Building Energy System via Large-Scale Machine Learning Evaluation","display_name":"Improving Cyber-Physical Building Energy System via Large-Scale Machine Learning Evaluation","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4403922339","doi":"https://doi.org/10.1145/3671127.3699688"},"language":"en","primary_location":{"id":"doi:10.1145/3671127.3699688","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3671127.3699688","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3699688","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3699688","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044266382","display_name":"Yang Deng","orcid":"https://orcid.org/0000-0002-9822-3346"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yang Deng","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044266382"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21801049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"262","last_page":"263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9918000102043152,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9897000193595886,"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/computer-science","display_name":"Computer science","score":0.6954337954521179},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.6935266256332397},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6052163243293762},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16789254546165466}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6954337954521179},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.6935266256332397},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6052163243293762},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16789254546165466},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":1,"locations":[{"id":"doi:10.1145/3671127.3699688","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3671127.3699688","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3699688","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3671127.3699688","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3671127.3699688","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3699688","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7099999785423279,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403922339.pdf","grobid_xml":"https://content.openalex.org/works/W4403922339.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2754029504","https://openalex.org/W4283276262","https://openalex.org/W4388327923","https://openalex.org/W4400446350"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3004173571","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2546638913","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"(ML)":[2],"is":[3,56,64,128],"playing":[4],"a":[5,89,120],"crucial":[6],"role":[7],"in":[8,37],"almost":[9],"every":[10],"business":[11],"sector.":[12],"In":[13,83],"the":[14,18,48,96,109,131],"building":[15,49,98],"automation":[16],"sector,":[17],"Industries":[19],"(e.g.,":[20],"Siemens,":[21],"Honeywell)":[22],"depend":[23],"on":[24],"AI":[25],"to":[26,66,71,93,107,130],"introduce":[27],"new":[28,80],"services,":[29],"e.g.,":[30],"ML-based":[31,42],"HVAC":[32],"control.":[33],"Despite":[34],"recent":[35],"advances":[36],"this":[38],"area":[39],"and":[40,63,102,117],"many":[41],"solutions":[43,106],"have":[44],"been":[45],"developed,":[46],"however,":[47],"practitioner":[50],"argued":[51],"that":[52],"published":[53],"ML":[54,73,81,97,115],"research":[55,125],"sometimes":[57],"not":[58],"driving":[59],"sufficient":[60],"real-world":[61],"impact":[62],"hard":[65],"deploy.":[67],"This":[68],"triggered":[69],"us":[70],"promote":[72],"deployment":[74],"through":[75],"evaluation":[76],"instead":[77],"of":[78],"developing":[79],"models.":[82],"our":[84],"current":[85],"work,":[86],"we":[87,118],"propose":[88],"behavior":[90],"testing":[91,114],"methodology":[92],"systematically":[94],"evaluate":[95],"energy":[99],"forecasting":[100],"model;":[101],"two":[103],"data":[104,110],"augmentation":[105],"solve":[108],"shortage":[111],"problem":[112],"while":[113],"models;":[116],"developed":[119],"visualization":[121],"tool":[122],"contains":[123],"these":[124],"outputs,":[126],"which":[127],"user-friendly":[129],"practitioners.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}