{"id":"https://openalex.org/W4396882274","doi":"https://doi.org/10.1145/3638530.3664107","title":"Solving the Turbine Balancing Problem using Quantum Annealing","display_name":"Solving the Turbine Balancing Problem using Quantum Annealing","publication_year":2024,"publication_date":"2024-07-14","ids":{"openalex":"https://openalex.org/W4396882274","doi":"https://doi.org/10.1145/3638530.3664107"},"language":"en","primary_location":{"id":"doi:10.1145/3638530.3664107","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3664107","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2405.06412","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098621693","display_name":"Arnold Unterauer","orcid":"https://orcid.org/0009-0009-6758-1093"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arnold Unterauer","raw_affiliation_strings":["Aqarios GmbH, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0009-6758-1093","affiliations":[{"raw_affiliation_string":"Aqarios GmbH, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030894444","display_name":"D. Bucher","orcid":"https://orcid.org/0009-0002-0764-9606"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Bucher","raw_affiliation_strings":["Aqarios GmbH, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0002-0764-9606","affiliations":[{"raw_affiliation_string":"Aqarios GmbH, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067465920","display_name":"Matthias Knoll","orcid":"https://orcid.org/0000-0003-1452-8562"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthias Knoll","raw_affiliation_strings":["Aqarios GmbH, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0007-2767-7969","affiliations":[{"raw_affiliation_string":"Aqarios GmbH, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098621694","display_name":"Constantin Economides","orcid":"https://orcid.org/0009-0004-1022-7249"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Constantin Economides","raw_affiliation_strings":["Aqarios GmbH, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0004-1022-7249","affiliations":[{"raw_affiliation_string":"Aqarios GmbH, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042893545","display_name":"Michael Lachner","orcid":"https://orcid.org/0009-0008-6874-8329"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Lachner","raw_affiliation_strings":["Aqarios GmbH, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0008-6874-8329","affiliations":[{"raw_affiliation_string":"Aqarios GmbH, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051544011","display_name":"T. Germain","orcid":"https://orcid.org/0009-0007-0289-1686"},"institutions":[{"id":"https://openalex.org/I81321733","display_name":"MTU Aero Engines (Germany)","ror":"https://ror.org/00bxsm637","country_code":"DE","type":"company","lineage":["https://openalex.org/I81321733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Germain","raw_affiliation_strings":["MTU Aero Engines AG, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0007-0289-1686","affiliations":[{"raw_affiliation_string":"MTU Aero Engines AG, Munich, Germany","institution_ids":["https://openalex.org/I81321733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081090136","display_name":"M.T.M. van Kessel","orcid":"https://orcid.org/0009-0002-3423-6532"},"institutions":[{"id":"https://openalex.org/I81321733","display_name":"MTU Aero Engines (Germany)","ror":"https://ror.org/00bxsm637","country_code":"DE","type":"company","lineage":["https://openalex.org/I81321733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Kessel","raw_affiliation_strings":["MTU Aero Engines AG, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0002-3423-6532","affiliations":[{"raw_affiliation_string":"MTU Aero Engines AG, Munich, Germany","institution_ids":["https://openalex.org/I81321733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098085687","display_name":"Smajo Hajdinovic","orcid":"https://orcid.org/0009-0004-0381-1957"},"institutions":[{"id":"https://openalex.org/I81321733","display_name":"MTU Aero Engines (Germany)","ror":"https://ror.org/00bxsm637","country_code":"DE","type":"company","lineage":["https://openalex.org/I81321733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Smajo Hajdinovic","raw_affiliation_strings":["MTU Aero Engines AG, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0004-0381-1957","affiliations":[{"raw_affiliation_string":"MTU Aero Engines AG, Munich, Germany","institution_ids":["https://openalex.org/I81321733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028010997","display_name":"Jonas Stein","orcid":"https://orcid.org/0000-0001-5727-9151"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonas Stein","raw_affiliation_strings":["Aqarios GmbH, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5727-9151","affiliations":[{"raw_affiliation_string":"Aqarios GmbH, Munich, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05943152,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1972","last_page":"1978"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9442999958992004,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9257000088691711,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quantum-annealing","display_name":"Quantum annealing","score":0.8360475897789001},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6827158331871033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6795945763587952},{"id":"https://openalex.org/keywords/quadratic-unconstrained-binary-optimization","display_name":"Quadratic unconstrained binary optimization","score":0.6234427094459534},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.6032048463821411},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5752506256103516},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5482528805732727},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.5432199239730835},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5173546671867371},{"id":"https://openalex.org/keywords/qubit","display_name":"Qubit","score":0.5073842406272888},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23885992169380188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19794225692749023}],"concepts":[{"id":"https://openalex.org/C90408235","wikidata":"https://www.wikidata.org/wiki/Q938141","display_name":"Quantum annealing","level":4,"score":0.8360475897789001},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6827158331871033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6795945763587952},{"id":"https://openalex.org/C177179195","wikidata":"https://www.wikidata.org/wiki/Q7268372","display_name":"Quadratic unconstrained binary optimization","level":4,"score":0.6234427094459534},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.6032048463821411},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5752506256103516},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5482528805732727},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5432199239730835},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5173546671867371},{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.5073842406272888},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23885992169380188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19794225692749023},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3638530.3664107","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3664107","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2405.06412","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.06412","pdf_url":"https://arxiv.org/pdf/2405.06412","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2405.06412","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.06412","pdf_url":"https://arxiv.org/pdf/2405.06412","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396882274.pdf","grobid_xml":"https://content.openalex.org/works/W4396882274.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1967959018","https://openalex.org/W1983404533","https://openalex.org/W2013520638","https://openalex.org/W2024060531","https://openalex.org/W2031828766","https://openalex.org/W2039122980","https://openalex.org/W2049076001","https://openalex.org/W2056760934","https://openalex.org/W2066391429","https://openalex.org/W2084792706","https://openalex.org/W2090946156","https://openalex.org/W2105614108","https://openalex.org/W2138309709","https://openalex.org/W2191308561","https://openalex.org/W2889426946","https://openalex.org/W2992146840","https://openalex.org/W3098762758","https://openalex.org/W3105506151","https://openalex.org/W3110207320","https://openalex.org/W3123529660","https://openalex.org/W3160035482","https://openalex.org/W3168231284","https://openalex.org/W4226006885","https://openalex.org/W4285805384","https://openalex.org/W4385214735","https://openalex.org/W6863951927"],"related_works":["https://openalex.org/W4380986281","https://openalex.org/W4316012214","https://openalex.org/W2917807404","https://openalex.org/W2893961859","https://openalex.org/W4388555437","https://openalex.org/W2006098914","https://openalex.org/W4401855577","https://openalex.org/W4287027624","https://openalex.org/W4389168364","https://openalex.org/W4385585333"],"abstract_inverted_index":{"Quantum":[0],"computing":[1,70],"has":[2],"the":[3,25,37,64,84,112,163],"potential":[4],"for":[5,67,122,168],"disruptive":[6],"change":[7],"in":[8,14,46,52,60,130],"many":[9],"sectors":[10],"of":[11,41,86,132],"industry,":[12,61],"especially":[13],"materials":[15],"science":[16],"and":[17,82,91,109],"optimization.":[18],"In":[19,97],"this":[20,98,137],"paper,":[21],"we":[22,101,140],"describe":[23],"how":[24],"turbine":[26,53],"balancing":[27,43],"problem":[28,40,65,81,124,159,165],"can":[29],"be":[30],"solved":[31],"with":[32,126],"quantum":[33,69,94,113],"computing,":[34],"which":[35,62],"is":[36],"NP-hard":[38],"optimization":[39,80,164],"analytically":[42],"rotor":[44],"blades":[45],"a":[47,76,87,143],"single":[48],"plane":[49],"as":[50,75,104,106],"found":[51],"assembly.":[54],"Small":[55],"yet":[56],"relevant":[57],"instances":[58,125],"occur":[59],"makes":[63],"interesting":[66],"early":[68],"benchmarks.":[71],"We":[72],"model":[73],"it":[74],"quadratic":[77],"unconstrained":[78],"binary":[79],"compare":[83],"performance":[85,138],"classical":[88,145],"rule-based":[89],"heuristic":[90,146],"D-Wave":[92],"Systems'":[93],"annealer":[95],"Advantage_system4.1.":[96],"case":[99],"study,":[100],"use":[102],"real-world":[103],"well":[105,167],"synthetic":[107],"datasets":[108],"observe":[110],"that":[111,151],"hardware":[114],"significantly":[115],"improves":[116],"an":[117],"actively":[118],"used":[119],"heuristic's":[120],"solution":[121,133],"small-scale":[123],"bare":[127],"disk":[128],"imbalance":[129],"terms":[131],"quality.":[134],"Motivated":[135],"by":[136],"gain,":[139],"subsequently":[141],"design":[142],"quantum-inspired":[144],"based":[147],"on":[148,156],"simulated":[149],"annealing":[150],"achieves":[152],"very":[153],"good":[154],"results":[155],"all":[157,169],"given":[158],"instances,":[160],"essentially":[161],"solving":[162],"sufficiently":[166],"considered":[170],"datasets,":[171],"according":[172],"to":[173],"industrial":[174],"requirements.":[175]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}