{"id":"https://openalex.org/W4402522823","doi":"https://doi.org/10.3390/s24185942","title":"Comprehensive Assessment of Context-Adaptive Street Lighting: Technical Aspects, Economic Insights, and Measurements from Large-Scale, Long-Term Implementations","display_name":"Comprehensive Assessment of Context-Adaptive Street Lighting: Technical Aspects, Economic Insights, and Measurements from Large-Scale, Long-Term Implementations","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4402522823","doi":"https://doi.org/10.3390/s24185942","pmid":"https://pubmed.ncbi.nlm.nih.gov/39338687"},"language":"en","primary_location":{"id":"doi:10.3390/s24185942","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24185942","pdf_url":"https://www.mdpi.com/1424-8220/24/18/5942/pdf?version=1726218692","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/18/5942/pdf?version=1726218692","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083637183","display_name":"Gianni Pasolini","orcid":"https://orcid.org/0000-0002-2508-6790"},"institutions":[{"id":"https://openalex.org/I2801039369","display_name":"Marconi University","ror":"https://ror.org/00j0rk173","country_code":"IT","type":"education","lineage":["https://openalex.org/I2801039369"]},{"id":"https://openalex.org/I4210099310","display_name":"Consorzio Nazionale Interuniversitario per le Telecomunicazioni","ror":"https://ror.org/0182a5n39","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210099310"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gianni Pasolini","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering \u201cG. Marconi\u201d, University of Bologna, 40126 Bologna, Italy","Wireless Communications Laboratory (WiLab) of the National Inter-University Consortium for Telecommunications (CNIT), 40133 Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2508-6790","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering \u201cG. Marconi\u201d, University of Bologna, 40126 Bologna, Italy","institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I9360294"]},{"raw_affiliation_string":"Wireless Communications Laboratory (WiLab) of the National Inter-University Consortium for Telecommunications (CNIT), 40133 Bologna, Italy","institution_ids":["https://openalex.org/I4210099310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082790511","display_name":"Paolo Toppan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paolo Toppan","raw_affiliation_strings":["Wi4B s.r.l., 40127 Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wi4B s.r.l., 40127 Bologna, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039112169","display_name":"Andrea Toppan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrea Toppan","raw_affiliation_strings":["Wi4B s.r.l., 40127 Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wi4B s.r.l., 40127 Bologna, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111326329","display_name":"Rudy Bandiera","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rudy Bandiera","raw_affiliation_strings":["Wi4B s.r.l., 40127 Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wi4B s.r.l., 40127 Bologna, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064801859","display_name":"Mirko Mirabella","orcid":null},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mirko Mirabella","raw_affiliation_strings":["Department of Architecture, University of Bologna, 40126 Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture, University of Bologna, 40126 Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071847382","display_name":"Flavio Zabini","orcid":"https://orcid.org/0000-0001-6737-411X"},"institutions":[{"id":"https://openalex.org/I2801039369","display_name":"Marconi University","ror":"https://ror.org/00j0rk173","country_code":"IT","type":"education","lineage":["https://openalex.org/I2801039369"]},{"id":"https://openalex.org/I4210099310","display_name":"Consorzio Nazionale Interuniversitario per le Telecomunicazioni","ror":"https://ror.org/0182a5n39","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210099310"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Flavio Zabini","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering \u201cG. Marconi\u201d, University of Bologna, 40126 Bologna, Italy","Wireless Communications Laboratory (WiLab) of the National Inter-University Consortium for Telecommunications (CNIT), 40133 Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6737-411X","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering \u201cG. Marconi\u201d, University of Bologna, 40126 Bologna, Italy","institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I9360294"]},{"raw_affiliation_string":"Wireless Communications Laboratory (WiLab) of the National Inter-University Consortium for Telecommunications (CNIT), 40133 Bologna, Italy","institution_ids":["https://openalex.org/I4210099310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107185638","display_name":"Diego Bonata","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diego Bonata","raw_affiliation_strings":["AstroLight Studio, 24053 Brignano Gera d\u2019Adda, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AstroLight Studio, 24053 Brignano Gera d\u2019Adda, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073413109","display_name":"O. Andrisano","orcid":"https://orcid.org/0000-0002-2606-8375"},"institutions":[{"id":"https://openalex.org/I2801039369","display_name":"Marconi University","ror":"https://ror.org/00j0rk173","country_code":"IT","type":"education","lineage":["https://openalex.org/I2801039369"]},{"id":"https://openalex.org/I4210099310","display_name":"Consorzio Nazionale Interuniversitario per le Telecomunicazioni","ror":"https://ror.org/0182a5n39","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210099310"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Oreste Andrisano","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering \u201cG. Marconi\u201d, University of Bologna, 40126 Bologna, Italy","Wireless Communications Laboratory (WiLab) of the National Inter-University Consortium for Telecommunications (CNIT), 40133 Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2606-8375","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering \u201cG. Marconi\u201d, University of Bologna, 40126 Bologna, Italy","institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I9360294"]},{"raw_affiliation_string":"Wireless Communications Laboratory (WiLab) of the National Inter-University Consortium for Telecommunications (CNIT), 40133 Bologna, Italy","institution_ids":["https://openalex.org/I4210099310"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083637183"],"corresponding_institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I4210099310","https://openalex.org/I9360294"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.3661,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79324635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"24","issue":"18","first_page":"5942","last_page":"5942"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9958999752998352,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9836000204086304,"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/context","display_name":"Context (archaeology)","score":0.6831216812133789},{"id":"https://openalex.org/keywords/installation","display_name":"Installation","score":0.6184591054916382},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5471155643463135},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5142495036125183},{"id":"https://openalex.org/keywords/smart-lighting","display_name":"Smart lighting","score":0.49776744842529297},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.49595364928245544},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4727945029735565},{"id":"https://openalex.org/keywords/traffic-intensity","display_name":"Traffic intensity","score":0.47098466753959656},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4674701690673828},{"id":"https://openalex.org/keywords/pedestrian","display_name":"Pedestrian","score":0.444809228181839},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.42936044931411743},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.420504093170166},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4196437895298004},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.41840100288391113},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3090255558490753},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.3019152879714966},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2962644100189209},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22952410578727722},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10313263535499573}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6831216812133789},{"id":"https://openalex.org/C146778888","wikidata":"https://www.wikidata.org/wiki/Q836862","display_name":"Installation","level":2,"score":0.6184591054916382},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5471155643463135},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5142495036125183},{"id":"https://openalex.org/C89505729","wikidata":"https://www.wikidata.org/wiki/Q17105868","display_name":"Smart lighting","level":2,"score":0.49776744842529297},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.49595364928245544},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4727945029735565},{"id":"https://openalex.org/C167272206","wikidata":"https://www.wikidata.org/wiki/Q1421101","display_name":"Traffic intensity","level":2,"score":0.47098466753959656},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4674701690673828},{"id":"https://openalex.org/C2777113093","wikidata":"https://www.wikidata.org/wiki/Q221488","display_name":"Pedestrian","level":2,"score":0.444809228181839},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.42936044931411743},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.420504093170166},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4196437895298004},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.41840100288391113},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3090255558490753},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.3019152879714966},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2962644100189209},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22952410578727722},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10313263535499573},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/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":5,"locations":[{"id":"doi:10.3390/s24185942","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24185942","pdf_url":"https://www.mdpi.com/1424-8220/24/18/5942/pdf?version=1726218692","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:39338687","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39338687","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11435540","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11435540","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11435540/pdf/sensors-24-05942.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:cris.unibo.it:11585/999914","is_oa":true,"landing_page_url":"https://www.mdpi.com/1424-8220/24/18/5942","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:adf92733b3cb4758953e7f217149ae67","is_oa":false,"landing_page_url":"https://doaj.org/article/adf92733b3cb4758953e7f217149ae67","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 18, p 5942 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24185942","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24185942","pdf_url":"https://www.mdpi.com/1424-8220/24/18/5942/pdf?version=1726218692","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402522823.pdf","grobid_xml":"https://content.openalex.org/works/W4402522823.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W1492808918","https://openalex.org/W1550394970","https://openalex.org/W1569380647","https://openalex.org/W1581158538","https://openalex.org/W1948969518","https://openalex.org/W1962407191","https://openalex.org/W1979527549","https://openalex.org/W1982069477","https://openalex.org/W1995121136","https://openalex.org/W2007221491","https://openalex.org/W2009469969","https://openalex.org/W2015319965","https://openalex.org/W2029260873","https://openalex.org/W2036172430","https://openalex.org/W2041787284","https://openalex.org/W2042351519","https://openalex.org/W2051369420","https://openalex.org/W2069699438","https://openalex.org/W2074035893","https://openalex.org/W2085072838","https://openalex.org/W2104323862","https://openalex.org/W2122917000","https://openalex.org/W2146857045","https://openalex.org/W2147012208","https://openalex.org/W2164336389","https://openalex.org/W2191948661","https://openalex.org/W2246779271","https://openalex.org/W2277874079","https://openalex.org/W2312863235","https://openalex.org/W2318978837","https://openalex.org/W2340923710","https://openalex.org/W2344699561","https://openalex.org/W2433803332","https://openalex.org/W2528986409","https://openalex.org/W2544322111","https://openalex.org/W2552966002","https://openalex.org/W2560117987","https://openalex.org/W2576179182","https://openalex.org/W2594386136","https://openalex.org/W2595981893","https://openalex.org/W2724395850","https://openalex.org/W2741176887","https://openalex.org/W2754027415","https://openalex.org/W2765887224","https://openalex.org/W2772420748","https://openalex.org/W2774387801","https://openalex.org/W2775148610","https://openalex.org/W2783060271","https://openalex.org/W2792215875","https://openalex.org/W2795106028","https://openalex.org/W2798504267","https://openalex.org/W2808674840","https://openalex.org/W2829366072","https://openalex.org/W2878771958","https://openalex.org/W2893122860","https://openalex.org/W2907084574","https://openalex.org/W2912204050","https://openalex.org/W2942226415","https://openalex.org/W2943075619","https://openalex.org/W2944863378","https://openalex.org/W2950333826","https://openalex.org/W2955708918","https://openalex.org/W2968196901","https://openalex.org/W2989406336","https://openalex.org/W3011860579","https://openalex.org/W3020358967","https://openalex.org/W3020687048","https://openalex.org/W3129457752","https://openalex.org/W4214812162","https://openalex.org/W4385451290","https://openalex.org/W4400915556"],"related_works":["https://openalex.org/W2391680869","https://openalex.org/W2392746298","https://openalex.org/W3041593981","https://openalex.org/W4367323533","https://openalex.org/W618607608","https://openalex.org/W1176991243","https://openalex.org/W2969895057","https://openalex.org/W4385629919","https://openalex.org/W2892537348","https://openalex.org/W4390556827"],"abstract_inverted_index":{"This":[0],"paper":[1,171],"addresses":[2],"the":[3,17,30,37,64,69,88,124,175,197,202],"growing":[4],"importance":[5],"of":[6,129,179,186,199],"efficient":[7,204],"street":[8],"lighting":[9,55,132],"management,":[10],"driven":[11],"by":[12],"rising":[13],"electricity":[14],"costs":[15],"and":[16,53,59,97,115,127,139,161],"need":[18],"for":[19,49],"municipalities":[20],"to":[21,26,71,106,145,184],"implement":[22],"cost-effective":[23],"solutions.":[24],"Central":[25],"this":[27,119],"study":[28],"is":[29],"UNI":[31,65],"11248":[32,66],"Italian":[33],"regulation,":[34],"which":[35,86,134],"extends":[36],"European":[38],"EN":[39],"13201-1":[40],"standard":[41,67],"introduced":[42],"in":[43,57,104,159,191],"2016.":[44],"These":[45],"standards":[46],"provide":[47],"guidelines":[48],"designing,":[50],"installing,":[51],"operating,":[52],"maintaining":[54],"systems":[56],"pedestrian":[58],"vehicular":[60],"traffic":[61,94,107],"areas.":[62],"Specifically,":[63],"introduces":[68],"possibility":[70],"dynamically":[72],"adjust":[73],"light":[74,89],"intensity":[75],"through":[76],"two":[77],"alternative":[78],"operating":[79],"modes:":[80],"(a)":[81],"Traffic":[82],"Adaptive":[83,100],"Installation":[84,101],"(TAI),":[85],"dims":[87],"based":[90],"solely":[91],"on":[92,136],"real-time":[93],"flow":[95],"measurements;":[96],"(b)":[98],"Full":[99],"(FAI),":[102],"which,":[103],"addition":[105],"measurements,":[108],"also":[109],"requires":[110],"evaluating":[111],"road":[112],"surface":[113],"luminance":[114],"meteorological":[116],"conditions.":[117],"In":[118],"paper,":[120],"we":[121,152],"first":[122],"present":[123],"general":[125],"architecture":[126],"operation":[128],"an":[130],"FAI-enabled":[131],"infrastructure,":[133],"relies":[135],"environmental":[137],"sensors":[138],"a":[140],"heterogeneous":[141],"wireless":[142],"communication":[143],"network":[144],"connect":[146],"intelligent,":[147],"remotely":[148],"controlled":[149],"streetlights.":[150],"Subsequently,":[151],"examine":[153],"large-scale,":[154],"in-field":[155],"FAI":[156,200],"infrastructures":[157],"deployed":[158],"Vietnam":[160],"Italy":[162],"as":[163,201],"case":[164],"studies,":[165],"providing":[166],"substantial":[167],"measurement":[168],"data.":[169],"The":[170,194],"offers":[172],"insights":[173],"into":[174],"measured":[176],"energy":[177],"consumption":[178],"these":[180],"infrastructures,":[181],"comparing":[182],"them":[183],"that":[185],"conventional":[187],"light-control":[188],"strategies":[189],"used":[190],"traditional":[192],"installations.":[193],"measurements":[195],"demonstrate":[196],"superiority":[198],"most":[203],"solution.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
