{"id":"https://openalex.org/W2151359946","doi":"https://doi.org/10.1109/cec.2011.5949841","title":"Evolutionary multi-objective design optimisation of energy harvesting MEMS: The case of a Piezoelectric","display_name":"Evolutionary multi-objective design optimisation of energy harvesting MEMS: The case of a Piezoelectric","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2151359946","doi":"https://doi.org/10.1109/cec.2011.5949841","mag":"2151359946"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5069108646","display_name":"Elhadj Benkhelifa","orcid":"https://orcid.org/0000-0001-6168-2664"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elhadj Benkhelifa","raw_affiliation_strings":["Faculty of Computing, Engineering and Technology, Staffordshire University, Stafford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Engineering and Technology, Staffordshire University, Stafford, UK","institution_ids":["https://openalex.org/I198012923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087019252","display_name":"M. Moniri","orcid":"https://orcid.org/0000-0002-5564-0692"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mansour Moniri","raw_affiliation_strings":["Faculty of Computing, Engineering and Technology, Staffordshire University, Stafford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Engineering and Technology, Staffordshire University, Stafford, UK","institution_ids":["https://openalex.org/I198012923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066657755","display_name":"Ashutosh Tiwari","orcid":"https://orcid.org/0000-0002-6197-1519"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ashutosh Tiwari","raw_affiliation_strings":["Decision Engineering Centre, Manufacturing Department, Cranfield University, Cranfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decision Engineering Centre, Manufacturing Department, Cranfield University, Cranfield, UK","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015149479","display_name":"Alfonso G. de Rueda","orcid":null},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alfonso G. de Rueda","raw_affiliation_strings":["Decision Engineering Centre, Manufacturing Department, Cranfield University, Cranfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decision Engineering Centre, Manufacturing Department, Cranfield University, Cranfield, UK","institution_ids":["https://openalex.org/I82284825"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"1856","last_page":"1863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11230","display_name":"Innovative Energy Harvesting Technologies","score":0.9990000128746033,"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/T11230","display_name":"Innovative Energy Harvesting Technologies","score":0.9990000128746033,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9768999814987183,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microelectromechanical-systems","display_name":"Microelectromechanical systems","score":0.8771504163742065},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.8474607467651367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5867434740066528},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5457148551940918},{"id":"https://openalex.org/keywords/piezoelectricity","display_name":"Piezoelectricity","score":0.4784272313117981},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4670264720916748},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4528163969516754},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.41927826404571533},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4120335578918457},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4103507995605469},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3884623646736145},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3300431966781616},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.3239383399486542},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30884313583374023},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.27398452162742615},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.15702685713768005},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14596262574195862},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12714704871177673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12318089604377747},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.100565105676651}],"concepts":[{"id":"https://openalex.org/C37977207","wikidata":"https://www.wikidata.org/wiki/Q175561","display_name":"Microelectromechanical systems","level":2,"score":0.8771504163742065},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.8474607467651367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5867434740066528},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5457148551940918},{"id":"https://openalex.org/C100082104","wikidata":"https://www.wikidata.org/wiki/Q183759","display_name":"Piezoelectricity","level":2,"score":0.4784272313117981},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4670264720916748},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4528163969516754},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.41927826404571533},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4120335578918457},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4103507995605469},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3884623646736145},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3300431966781616},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3239383399486542},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30884313583374023},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.27398452162742615},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.15702685713768005},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14596262574195862},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12714704871177673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12318089604377747},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.100565105676651},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2011.5949841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W46810472","https://openalex.org/W1882328258","https://openalex.org/W2042916546","https://openalex.org/W2068289312","https://openalex.org/W2088349710","https://openalex.org/W2100284275","https://openalex.org/W2119652571","https://openalex.org/W2126105956","https://openalex.org/W2130218564","https://openalex.org/W2167159964","https://openalex.org/W6677949819"],"related_works":["https://openalex.org/W2272290532","https://openalex.org/W120386264","https://openalex.org/W2898145991","https://openalex.org/W2120483398","https://openalex.org/W2369514825","https://openalex.org/W4309764133","https://openalex.org/W2031123327","https://openalex.org/W2391127530","https://openalex.org/W3036249939","https://openalex.org/W2331237132"],"abstract_inverted_index":{"The":[0,17,65],"design":[1],"and":[2,35,77,84,109],"optimisation":[3],"of":[4,11,19,31,53,62,67,96,111,118,126],"Energy":[5],"Harvesting":[6],"(EH)":[7],"Micro-Electromechanical-Systems":[8],"(MEMS)":[9],"is":[10,22,46,75],"particular":[12],"interest":[13],"in":[14,33,71,85],"this":[15,72],"research.":[16],"application":[18,66,73],"such":[20,68,112],"devices":[21],"becoming":[23],"an":[24],"attractive":[25],"alternative":[26],"to":[27,48],"the":[28,63,90,97,107,115,119,124,127],"traditional":[29],"use":[30],"batteries":[32],"wireless":[34],"body":[36],"sensor":[37],"networks.":[38],"An":[39],"evolutionary":[40],"Multi-Objective":[41],"Design":[42],"Optimisation":[43],"(DO)":[44],"Framework":[45,70,120],"developed":[47],"experiment":[49],"with":[50],"one":[51],"class":[52],"EH-MEMS,":[54],"namely,":[55],"Piezoelectric,":[56],"using":[57],"a":[58,69],"reconstructed":[59],"analytical":[60],"model":[61],"system.":[64],"domain":[74],"unprecedented":[76],"has":[78,99],"already":[79],"shown":[80],"very":[81],"promising":[82],"results":[83,98],"some":[86],"cases":[87],"it":[88],"outperformed":[89],"human":[91],"engineer.":[92],"A":[93],"thorough":[94],"analysis":[95],"been":[100],"undertaken,":[101],"which":[102],"reveals":[103],"interesting":[104],"conclusions":[105],"about":[106],"behaviour":[108],"physics":[110],"devices.":[113],"Besides,":[114],"main":[116],"features":[117],"are":[121],"explored":[122],"enabling":[123],"enhancement":[125],"MEMS-DO.":[128]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}