{"id":"https://openalex.org/W3090745281","doi":"https://doi.org/10.1007/978-3-030-58799-4_53","title":"Prediction of the Methane Production in Biogas Plants Using a Combined Gompertz and Machine Learning Model","display_name":"Prediction of the Methane Production in Biogas Plants Using a Combined Gompertz and Machine Learning Model","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3090745281","doi":"https://doi.org/10.1007/978-3-030-58799-4_53","mag":"3090745281"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58799-4_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58799-4_53","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5080581913","display_name":"Bolette D. Hansen","orcid":"https://orcid.org/0000-0002-9122-9526"},"institutions":[{"id":"https://openalex.org/I4210111658","display_name":"Regionshospitalet Silkeborg","ror":"https://ror.org/020r55g68","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I4210111658","https://openalex.org/I4210162587"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Bolette D. Hansen","raw_affiliation_strings":["Aalborg University, Aalborg, Denmark","EnviDan A/S, Silkeborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"EnviDan A/S, Silkeborg, Denmark","institution_ids":["https://openalex.org/I4210111658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056472931","display_name":"Jamshid Tamouk","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111658","display_name":"Regionshospitalet Silkeborg","ror":"https://ror.org/020r55g68","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I4210111658","https://openalex.org/I4210162587"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jamshid Tamouk","raw_affiliation_strings":["EnviDan A/S, Silkeborg, Denmark"],"affiliations":[{"raw_affiliation_string":"EnviDan A/S, Silkeborg, Denmark","institution_ids":["https://openalex.org/I4210111658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082038930","display_name":"Christian A. Tidmarsh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111658","display_name":"Regionshospitalet Silkeborg","ror":"https://ror.org/020r55g68","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I4210111658","https://openalex.org/I4210162587"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Christian A. Tidmarsh","raw_affiliation_strings":["EnviDan A/S, Silkeborg, Denmark"],"affiliations":[{"raw_affiliation_string":"EnviDan A/S, Silkeborg, Denmark","institution_ids":["https://openalex.org/I4210111658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001970241","display_name":"Rasmus R. Johansen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111658","display_name":"Regionshospitalet Silkeborg","ror":"https://ror.org/020r55g68","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I4210111658","https://openalex.org/I4210162587"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Rasmus Johansen","raw_affiliation_strings":["EnviDan A/S, Silkeborg, Denmark"],"affiliations":[{"raw_affiliation_string":"EnviDan A/S, Silkeborg, Denmark","institution_ids":["https://openalex.org/I4210111658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022176859","display_name":"Thomas B. Moeslund","orcid":"https://orcid.org/0000-0001-7584-5209"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Thomas B. Moeslund","raw_affiliation_strings":["Aalborg University, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110768242","display_name":"David G. Jensen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111658","display_name":"Regionshospitalet Silkeborg","ror":"https://ror.org/020r55g68","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I4210111658","https://openalex.org/I4210162587"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"David G. Jensen","raw_affiliation_strings":["EnviDan A/S, Silkeborg, Denmark"],"affiliations":[{"raw_affiliation_string":"EnviDan A/S, Silkeborg, Denmark","institution_ids":["https://openalex.org/I4210111658"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080581913"],"corresponding_institution_ids":["https://openalex.org/I4210111658","https://openalex.org/I891191580"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3438,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81594699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"734","last_page":"745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10284","display_name":"Anaerobic Digestion and Biogas Production","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T10284","display_name":"Anaerobic Digestion and Biogas Production","score":0.9983999729156494,"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/T10088","display_name":"Thermochemical Biomass Conversion Processes","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11053","display_name":"Process Optimization and Integration","score":0.9879000186920166,"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/gompertz-function","display_name":"Gompertz function","score":0.9196207523345947},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6522492170333862},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.6444462537765503},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5106220841407776},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4613390862941742},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.45732346177101135},{"id":"https://openalex.org/keywords/offset","display_name":"Offset (computer science)","score":0.44624561071395874},{"id":"https://openalex.org/keywords/biogas-production","display_name":"Biogas production","score":0.4377608299255371},{"id":"https://openalex.org/keywords/biogas","display_name":"Biogas","score":0.4350835084915161},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3192320466041565},{"id":"https://openalex.org/keywords/anaerobic-digestion","display_name":"Anaerobic digestion","score":0.3168333172798157},{"id":"https://openalex.org/keywords/methane","display_name":"Methane","score":0.24356037378311157},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2034391164779663},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1937374770641327},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1905466914176941},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10945814847946167}],"concepts":[{"id":"https://openalex.org/C134463574","wikidata":"https://www.wikidata.org/wiki/Q1011785","display_name":"Gompertz function","level":2,"score":0.9196207523345947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6522492170333862},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.6444462537765503},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5106220841407776},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4613390862941742},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.45732346177101135},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.44624561071395874},{"id":"https://openalex.org/C2994333036","wikidata":"https://www.wikidata.org/wiki/Q171076","display_name":"Biogas production","level":4,"score":0.4377608299255371},{"id":"https://openalex.org/C75212476","wikidata":"https://www.wikidata.org/wiki/Q171076","display_name":"Biogas","level":2,"score":0.4350835084915161},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3192320466041565},{"id":"https://openalex.org/C499616599","wikidata":"https://www.wikidata.org/wiki/Q555853","display_name":"Anaerobic digestion","level":3,"score":0.3168333172798157},{"id":"https://openalex.org/C516920438","wikidata":"https://www.wikidata.org/wiki/Q37129","display_name":"Methane","level":2,"score":0.24356037378311157},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2034391164779663},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1937374770641327},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1905466914176941},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10945814847946167},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-58799-4_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58799-4_53","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:publications/326c191f-9328-447a-b28a-bc3ec4e7de78","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85092728168&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hansen , B D , Tamouk , J , Tidmarsh , C A , Johansen , R , Moeslund , T B &amp; Jensen , D G 2020 , Prediction of the Methane Production in Biogas Plants Using a Combined Gompertz and Machine Learning Model . in O Gervasi , B Murgante , S Misra , C Garau , I Blecic , D Taniar , B O Apduhan , A M A C Rocha , E Tarantino , C M Torre &amp; Y Karaca (eds) , Computational Science and Its Applications \u2013 ICCSA 2020 - 20th International Conference, Proceedings . vol. 12249 , Springer , pp. 734-745 , International Conference on Computational Science and its Applications , Saint Petersburg , Russian Federation , 01/07/2019 . https://doi.org/10.1007/978-3-030-58799-4_53","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W349770100","https://openalex.org/W1155290947","https://openalex.org/W1856772967","https://openalex.org/W1988790447","https://openalex.org/W2056132907","https://openalex.org/W2070493638","https://openalex.org/W2072631982","https://openalex.org/W2101234009","https://openalex.org/W2106418531","https://openalex.org/W2132504853","https://openalex.org/W2139816774","https://openalex.org/W2153635508","https://openalex.org/W2558073584","https://openalex.org/W2605139996","https://openalex.org/W2762453223","https://openalex.org/W2908982427","https://openalex.org/W2909763949","https://openalex.org/W2910182905","https://openalex.org/W2911964244","https://openalex.org/W2912704538","https://openalex.org/W2912934387","https://openalex.org/W2976032172","https://openalex.org/W2981718488","https://openalex.org/W2995574841","https://openalex.org/W2996187539","https://openalex.org/W3003543471","https://openalex.org/W3005892216","https://openalex.org/W4212883601","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W3167351850","https://openalex.org/W3035615750","https://openalex.org/W4213101037","https://openalex.org/W2969860187","https://openalex.org/W2941388267","https://openalex.org/W3124339437","https://openalex.org/W2089274821","https://openalex.org/W2973055965","https://openalex.org/W4233803399","https://openalex.org/W2910229230"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
