{"id":"https://openalex.org/W4387092500","doi":"https://doi.org/10.1016/j.cirpj.2023.09.003","title":"Multisensor data fusion and machine learning to classify wood products and predict workpiece characteristics during milling","display_name":"Multisensor data fusion and machine learning to classify wood products and predict workpiece characteristics during milling","publication_year":2023,"publication_date":"2023-09-27","ids":{"openalex":"https://openalex.org/W4387092500","doi":"https://doi.org/10.1016/j.cirpj.2023.09.003"},"language":"en","primary_location":{"id":"doi:10.1016/j.cirpj.2023.09.003","doi":"https://doi.org/10.1016/j.cirpj.2023.09.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cirpj.2023.09.003","pdf_url":null,"source":{"id":"https://openalex.org/S134482011","display_name":"CIRP journal of manufacturing science and technology","issn_l":"1878-0016","issn":["1878-0016","1755-5817"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CIRP Journal of Manufacturing Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5004550350","display_name":"Mehieddine Derbas","orcid":"https://orcid.org/0000-0003-3544-1474","observed_orcids":["https://orcid.org/0000-0003-3544-1474"]},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Mehieddine Derbas","raw_affiliation_strings":["Institute of Wood Technology and Renewable Materials, University of Natural Resources and Life Sciences, Vienna (BOKU), Konrad Lorenz Stra\u00dfe 24, A-3430 Tulln, Austria","Wood K plus - Competence Centre for Wood Composites and Wood Chemistry, Konrad Lorenz Stra\u00dfe 24, A-3430 Tulln, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Wood Technology and Renewable Materials, University of Natural Resources and Life Sciences, Vienna (BOKU), Konrad Lorenz Stra\u00dfe 24, A-3430 Tulln, Austria","institution_ids":["https://openalex.org/I92869138"]},{"raw_affiliation_string":"Wood K plus - Competence Centre for Wood Composites and Wood Chemistry, Konrad Lorenz Stra\u00dfe 24, A-3430 Tulln, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033079568","display_name":"Andr\u00e9 Jaquemod","orcid":"https://orcid.org/0009-0002-3996-5515","observed_orcids":["https://orcid.org/0009-0002-3996-5515"]},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Jaquemod","raw_affiliation_strings":["Institute for Machine Tools, University of Stuttgart, Holzgartenstra\u00dfe 17, DE-70174 Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0009-0002-3996-5515","affiliations":[{"raw_affiliation_string":"Institute for Machine Tools, University of Stuttgart, Holzgartenstra\u00dfe 17, DE-70174 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005662005","display_name":"Stephan Fr\u00f6mel-Frybort","orcid":"https://orcid.org/0000-0003-4543-6724","observed_orcids":["https://orcid.org/0000-0003-4543-6724"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephan Fr\u00f6mel-Frybort","raw_affiliation_strings":["HTBLuVA M\u00f6dling, Technikerstra\u00dfe 1, A-2340 M\u00f6dling, Austria"],"raw_orcid":"https://orcid.org/0000-0003-4543-6724","affiliations":[{"raw_affiliation_string":"HTBLuVA M\u00f6dling, Technikerstra\u00dfe 1, A-2340 M\u00f6dling, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038403299","display_name":"Kamil G\u00fczel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kamil G\u00fczel","raw_affiliation_strings":["Institute for Machine Tools, University of Stuttgart, Holzgartenstra\u00dfe 17, DE-70174 Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Machine Tools, University of Stuttgart, Holzgartenstra\u00dfe 17, DE-70174 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113009902","display_name":"Hans-Christian Moehring","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans-Christian Moehring","raw_affiliation_strings":["Institute for Machine Tools, University of Stuttgart, Holzgartenstra\u00dfe 17, DE-70174 Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1869-2060","affiliations":[{"raw_affiliation_string":"Institute for Machine Tools, University of Stuttgart, Holzgartenstra\u00dfe 17, DE-70174 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064101811","display_name":"Martin Riegler","orcid":"https://orcid.org/0000-0002-6186-0288","observed_orcids":["https://orcid.org/0000-0002-6186-0288"]},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Martin Riegler","raw_affiliation_strings":["Institute of Wood Technology and Renewable Materials, University of Natural Resources and Life Sciences, Vienna (BOKU), Konrad Lorenz Stra\u00dfe 24, A-3430 Tulln, Austria","Wood K plus - Competence Centre for Wood Composites and Wood Chemistry, Konrad Lorenz Stra\u00dfe 24, A-3430 Tulln, Austria"],"raw_orcid":"https://orcid.org/0000-0002-6186-0288","affiliations":[{"raw_affiliation_string":"Institute of Wood Technology and Renewable Materials, University of Natural Resources and Life Sciences, Vienna (BOKU), Konrad Lorenz Stra\u00dfe 24, A-3430 Tulln, Austria","institution_ids":["https://openalex.org/I92869138"]},{"raw_affiliation_string":"Wood K plus - Competence Centre for Wood Composites and Wood Chemistry, Konrad Lorenz Stra\u00dfe 24, A-3430 Tulln, Austria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064101811"],"corresponding_institution_ids":["https://openalex.org/I92869138"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":null,"fwci":0.7636,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.62266696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"47","issue":null,"first_page":"103","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10188","display_name":"Advanced machining processes and optimization","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T13113","display_name":"Engineering Technology and Methodologies","score":0.009200000204145908,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.002099999925121665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wood-milling","display_name":"wood milling","score":0.8560000061988831},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"sensor fusion","score":0.9190000295639038},{"id":"https://openalex.org/keywords/acoustic-emission","display_name":"acoustic emission","score":0.7160000205039978},{"id":"https://openalex.org/keywords/airborne-sound","display_name":"airborne sound","score":0.968999981880188},{"id":"https://openalex.org/keywords/power-consumption","display_name":"power consumption","score":0.8600000143051147},{"id":"https://openalex.org/keywords/wood-composites","display_name":"wood-based composites","score":0.6610000133514404},{"id":"https://openalex.org/keywords/solid-wood","display_name":"solid wood","score":0.7300000190734863},{"id":"https://openalex.org/keywords/material-classification","display_name":"material classification","score":0.8709999918937683},{"id":"https://openalex.org/keywords/surface-roughness-prediction","display_name":"surface roughness prediction","score":0.9440000057220459},{"id":"https://openalex.org/keywords/density-forecasting","display_name":"density prediction","score":0.7990000247955322},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.5519999861717224},{"id":"https://openalex.org/keywords/machining-process-monitoring","display_name":"machining process monitoring","score":0.47200000286102295}],"concepts":[{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.739798367023468},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.7247926592826843},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5648316144943237},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5449411869049072},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.4865321218967438},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4588080644607544},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4472801685333252},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.44207096099853516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43795332312583923},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40138599276542664},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3527572751045227},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3469560742378235},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3390201926231384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33742526173591614},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32169222831726074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3063134253025055},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.12674623727798462},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cirpj.2023.09.003","doi":"https://doi.org/10.1016/j.cirpj.2023.09.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cirpj.2023.09.003","pdf_url":null,"source":{"id":"https://openalex.org/S134482011","display_name":"CIRP journal of manufacturing science and technology","issn_l":"1878-0016","issn":["1878-0016","1755-5817"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CIRP Journal of Manufacturing Science and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G7596966144","display_name":null,"funder_award_id":"877175","funder_id":"https://openalex.org/F4320323031","funder_display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft"}],"funders":[{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W54157962","https://openalex.org/W64651431","https://openalex.org/W1535412772","https://openalex.org/W1582307787","https://openalex.org/W1588401315","https://openalex.org/W1593825505","https://openalex.org/W1594031697","https://openalex.org/W1655961872","https://openalex.org/W1994250455","https://openalex.org/W2001341026","https://openalex.org/W2001619934","https://openalex.org/W2032026767","https://openalex.org/W2080926213","https://openalex.org/W2090232678","https://openalex.org/W2120911735","https://openalex.org/W2228048580","https://openalex.org/W2334624327","https://openalex.org/W2338902275","https://openalex.org/W2414947336","https://openalex.org/W2901112046","https://openalex.org/W2955306689","https://openalex.org/W2991069678","https://openalex.org/W2994206069","https://openalex.org/W3034035625","https://openalex.org/W3046700873","https://openalex.org/W3097249976","https://openalex.org/W3208877831","https://openalex.org/W4206095984","https://openalex.org/W4256561644","https://openalex.org/W4377224056","https://openalex.org/W4386770560"],"related_works":["https://openalex.org/W4396782207","https://openalex.org/W4377224056","https://openalex.org/W4403788265","https://openalex.org/W3097249976","https://openalex.org/W2991069678","https://openalex.org/W2903594401","https://openalex.org/W1655961872","https://openalex.org/W3109616397","https://openalex.org/W7220662810","https://openalex.org/W2481636219"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2023-09-28T00:00:00"}