{"id":"https://openalex.org/W4312546246","doi":"https://doi.org/10.1109/etfa52439.2022.9921713","title":"MTPPy: Open-Source AI-friendly Modular Automation","display_name":"MTPPy: Open-Source AI-friendly Modular Automation","publication_year":2022,"publication_date":"2022-09-06","ids":{"openalex":"https://openalex.org/W4312546246","doi":"https://doi.org/10.1109/etfa52439.2022.9921713"},"language":"en","primary_location":{"id":"doi:10.1109/etfa52439.2022.9921713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa52439.2022.9921713","pdf_url":null,"source":{"id":"https://openalex.org/S4363607916","display_name":"2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)","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/A5049085750","display_name":"Valentin Khaydarov","orcid":null},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Valentin Khaydarov","raw_affiliation_strings":["Technische Universität Dresden,Process-to-Order Lab,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universität Dresden,Process-to-Order Lab,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050206322","display_name":"Laura Neuendorf","orcid":"https://orcid.org/0000-0001-6593-1752"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laura Neuendorf","raw_affiliation_strings":["TU Dortmund University,Equipment Design,Dortmund,Germany","Equipment Design, TU Dortmund University, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University,Equipment Design,Dortmund,Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"Equipment Design, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021897314","display_name":"Tobias Kock","orcid":null},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Kock","raw_affiliation_strings":["TU Dortmund University,Equipment Design,Dortmund,Germany","Equipment Design, TU Dortmund University, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University,Equipment Design,Dortmund,Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"Equipment Design, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011882007","display_name":"Norbert Kockmann","orcid":"https://orcid.org/0000-0002-8852-3812"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Norbert Kockmann","raw_affiliation_strings":["TU Dortmund University,Equipment Design,Dortmund,Germany","Equipment Design, TU Dortmund University, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University,Equipment Design,Dortmund,Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"Equipment Design, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062168912","display_name":"Leon Urbas","orcid":"https://orcid.org/0000-0001-5165-4459"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leon Urbas","raw_affiliation_strings":["Technische Universität Dresden,Process Control Systems/Process System Engineering,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universität Dresden,Process Control Systems/Process System Engineering,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049085750"],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":null,"apc_paid":null,"fwci":2.4763,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91516684,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9941999912261963,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9941999912261963,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9713000059127808,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9670000076293945,"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/modular-design","display_name":"Modular design","score":0.7920039892196655},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6945527791976929},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6619962453842163},{"id":"https://openalex.org/keywords/programmable-logic-controller","display_name":"Programmable logic controller","score":0.5457510352134705},{"id":"https://openalex.org/keywords/process-automation-system","display_name":"Process automation system","score":0.5394268035888672},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5259571075439453},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.48358482122421265},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.46897920966148376},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.44569092988967896},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.414444237947464},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3482627868652344},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3392685651779175},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2395741045475006}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7920039892196655},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6945527791976929},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6619962453842163},{"id":"https://openalex.org/C37374048","wikidata":"https://www.wikidata.org/wiki/Q188674","display_name":"Programmable logic controller","level":2,"score":0.5457510352134705},{"id":"https://openalex.org/C21457203","wikidata":"https://www.wikidata.org/wiki/Q4056293","display_name":"Process automation system","level":3,"score":0.5394268035888672},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5259571075439453},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.48358482122421265},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.46897920966148376},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.44569092988967896},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.414444237947464},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3482627868652344},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3392685651779175},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2395741045475006},{"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/etfa52439.2022.9921713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa52439.2022.9921713","pdf_url":null,"source":{"id":"https://openalex.org/S4363607916","display_name":"2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1771233624","https://openalex.org/W2738109916","https://openalex.org/W2774492554","https://openalex.org/W2795114469","https://openalex.org/W2904171273","https://openalex.org/W2922234936","https://openalex.org/W2973694455","https://openalex.org/W3016895690","https://openalex.org/W3023586494","https://openalex.org/W3092036244","https://openalex.org/W3206066207","https://openalex.org/W3214462694","https://openalex.org/W6687483927"],"related_works":["https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W2897624483","https://openalex.org/W3193760048","https://openalex.org/W3042795425","https://openalex.org/W2910685929"],"abstract_inverted_index":{"Modular":[0,37],"Automation":[1,38],"offers":[2],"promising":[3],"technologies":[4],"for":[5,15,23,56,104,128],"the":[6,13,28,40,53,67,83,146,153,158,161,168],"process":[7,29],"and":[8,18,49,65,92,97,165],"chemical":[9],"industry.":[10],"It":[11,45],"meets":[12],"requirements":[14],"greater":[16],"flexibility":[17],"a":[19,47,136],"shorter":[20],"development":[21,164],"cycle":[22],"production":[24,58],"facilities":[25],"by":[26,82],"dividing":[27],"into":[30,167],"smaller":[31],"standardized":[32,48],"units.":[33],"Key":[34],"element":[35],"of":[36,52,70,106,131,149],"is":[39,114,143],"Module":[41],"Type":[42],"Package":[43],"(MTP).":[44],"represents":[46],"manufacturer-independent":[50],"description":[51],"automation":[54],"interface":[55],"self-contained":[57],"units,":[59],"or":[60],"Process":[61],"Equipment":[62],"Assemblies":[63],"(PEA),":[64],"endows":[66],"plug-and-produce":[68],"capability":[69],"PEAs.":[71],"Software":[72],"solutions":[73],"to":[74,94],"program":[75],"MTP":[76],"compatible":[77],"PEAs":[78],"are":[79,90],"mostly":[80],"provided":[81],"Programmable":[84],"Logic":[85],"Controller":[86],"(PLC)":[87],"manufacturers.":[88],"They":[89],"proprietary":[91],"bound":[93],"certain":[95],"hardware":[96],"even":[98],"programming":[99],"languages.":[100],"Therefore,":[101],"their":[102],"suitability":[103],"implementation":[105],"soft":[107,133,150],"sensors":[108,134,151],"based":[109],"on":[110,138],"data-driven":[111,162],"advanced":[112],"analytics":[113],"strongly":[115],"limited.":[116],"In":[117],"this":[118],"article":[119],"we":[120],"present":[121],"an":[122],"opensource":[123],"Python":[124],"package,":[125],"MTPPy,":[126],"designed":[127],"rapid":[129],"prototyping":[130],"MTP-capable":[132],"with":[135],"focus":[137],"AI-based":[139],"research":[140],"applications.":[141],"MTPPy":[142],"aimed":[144],"at":[145],"accelerated":[147],"deployment":[148],"in":[152],"modular":[154],"plants;":[155],"thus,":[156],"closing":[157],"gap":[159],"between":[160],"model":[163],"integration":[166],"production.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}