{"id":"https://openalex.org/W4408696545","doi":"https://doi.org/10.1109/itsc58415.2024.10920079","title":"AI-Based Predictive Ramp-Metering Control for Freeway Traffic Systems","display_name":"AI-Based Predictive Ramp-Metering Control for Freeway Traffic Systems","publication_year":2024,"publication_date":"2024-09-24","ids":{"openalex":"https://openalex.org/W4408696545","doi":"https://doi.org/10.1109/itsc58415.2024.10920079"},"language":"en","primary_location":{"id":"doi:10.1109/itsc58415.2024.10920079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc58415.2024.10920079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)","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/A5038142042","display_name":"Kleona Binjaku","orcid":"https://orcid.org/0009-0006-9019-2481"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"K. Binjaku","raw_affiliation_strings":["University of Genova,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy"],"affiliations":[{"raw_affiliation_string":"University of Genova,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064898804","display_name":"Elinda Kajo Me\u00e7e","orcid":"https://orcid.org/0009-0002-7353-476X"},"institutions":[{"id":"https://openalex.org/I193184871","display_name":"Polytechnic University of Tirana","ror":"https://ror.org/05aec4025","country_code":"AL","type":"education","lineage":["https://openalex.org/I193184871"]}],"countries":["AL"],"is_corresponding":false,"raw_author_name":"E. K. Me\u00e7e","raw_affiliation_strings":["Polytechnic University of Tirana,Department of Computer Engineering,Albania"],"affiliations":[{"raw_affiliation_string":"Polytechnic University of Tirana,Department of Computer Engineering,Albania","institution_ids":["https://openalex.org/I193184871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076243838","display_name":"C. Pasquale","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C. Pasquale","raw_affiliation_strings":["University of Genova,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy"],"affiliations":[{"raw_affiliation_string":"University of Genova,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028581392","display_name":"S. Siri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Siri","raw_affiliation_strings":["University of Genova,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy"],"affiliations":[{"raw_affiliation_string":"University of Genova,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052468048","display_name":"S. Sacone","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Sacone","raw_affiliation_strings":["University of Genova,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy"],"affiliations":[{"raw_affiliation_string":"University of Genova,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038142042"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36562889,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"870","last_page":"875"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10524","display_name":"Traffic control and management","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9455000162124634,"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/T10805","display_name":"Vehicle Dynamics and Control Systems","score":0.9241999983787537,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/metering-mode","display_name":"Metering mode","score":0.9126189351081848},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6059921383857727},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5994762182235718},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4758593440055847},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4161326289176941},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3602389097213745},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2571098506450653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18060120940208435}],"concepts":[{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.9126189351081848},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6059921383857727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5994762182235718},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4758593440055847},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4161326289176941},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3602389097213745},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2571098506450653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18060120940208435},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc58415.2024.10920079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc58415.2024.10920079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1543632225","https://openalex.org/W1895642905","https://openalex.org/W1967804417","https://openalex.org/W2005988928","https://openalex.org/W2020082215","https://openalex.org/W2047962208","https://openalex.org/W2064675550","https://openalex.org/W2073579188","https://openalex.org/W2090364401","https://openalex.org/W2138075651","https://openalex.org/W2139316239","https://openalex.org/W2792440155","https://openalex.org/W2893917077","https://openalex.org/W2914149400","https://openalex.org/W2971322375","https://openalex.org/W3032980493","https://openalex.org/W3135165674","https://openalex.org/W3160897191","https://openalex.org/W4362709272","https://openalex.org/W6629034932","https://openalex.org/W6674941940"],"related_works":["https://openalex.org/W2384104878","https://openalex.org/W2360352189","https://openalex.org/W2054457760","https://openalex.org/W2351145417","https://openalex.org/W4288765096","https://openalex.org/W2082239223","https://openalex.org/W4382774707","https://openalex.org/W2377181419","https://openalex.org/W2366499250","https://openalex.org/W2556120871"],"abstract_inverted_index":{"Traffic":[0],"congestion":[1],"in":[2],"freeways":[3],"poses":[4],"significant":[5],"challenges,":[6],"impacting":[7],"travel":[8],"times":[9],"and":[10],"environmental":[11],"sustainability.":[12],"This":[13],"paper":[14],"proposes":[15],"a":[16],"novel":[17],"approach":[18],"to":[19,63,74],"enhance":[20],"ramp":[21],"metering":[22],"control":[23,42],"using":[24],"predictive":[25,38],"traffic":[26,56,59],"insights":[27],"derived":[28],"from":[29],"physics-informed":[30],"LSTM":[31],"(Long":[32],"Short-Term":[33],"Memory)":[34],"models.":[35],"By":[36],"integrating":[37],"capabilities":[39],"with":[40],"established":[41],"strategies":[43],"like":[44],"ALINEA,":[45],"the":[46,65,68,75],"method":[47],"dynamically":[48],"adjusts":[49],"on-ramp":[50],"flow":[51],"rates":[52],"based":[53],"on":[54],"anticipated":[55],"conditions.":[57],"Real-world":[58],"data":[60],"are":[61],"used":[62],"evaluate":[64],"effectiveness":[66],"of":[67,77],"approach,":[69],"demonstrating":[70],"improved":[71],"performance":[72],"compared":[73],"adoption":[76],"conventional":[78],"controllers.":[79]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}