{"id":"https://openalex.org/W159015046","doi":null,"title":"Modeling estimation and identification of complex system dynamics: issues and solutions","display_name":"Modeling estimation and identification of complex system dynamics: issues and solutions","publication_year":2012,"publication_date":"2012-10-15","ids":{"openalex":"https://openalex.org/W159015046","mag":"159015046"},"language":"en","primary_location":{"id":"pmh:oai:iris.univpm.it:11566/242023","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11566/242023","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5082539738","display_name":"Andrea Giantomassi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Andrea Giantomassi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5082539738"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9916999936103821,"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/T11236","display_name":"Control Systems and Identification","score":0.9916999936103821,"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/T10040","display_name":"Adaptive Control of Nonlinear Systems","score":0.004800000227987766,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.0007999999797903001,"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/system-identification","display_name":"system identification","score":0.9010000228881836},{"id":"https://openalex.org/keywords/complex-systems-dynamics","display_name":"complex systems dynamics","score":0.7070000171661377},{"id":"https://openalex.org/keywords/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.9359999895095825},{"id":"https://openalex.org/keywords/adaptive-extended-kalman-filter","display_name":"adaptive extended Kalman filter","score":0.9449999928474426},{"id":"https://openalex.org/keywords/industrial-robots","display_name":"industrial robots","score":0.7350000143051147},{"id":"https://openalex.org/keywords/discrete-time-sliding-mode-control","display_name":"discrete-time sliding mode control","score":0.8209999799728394},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"fault detection and isolation","score":0.8650000095367432},{"id":"https://openalex.org/keywords/model-reduction","display_name":"model reduction","score":0.3310000002384186}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7227652072906494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6018326282501221},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.5727754831314087},{"id":"https://openalex.org/C110963975","wikidata":"https://www.wikidata.org/wiki/Q12070446","display_name":"Systems modeling","level":2,"score":0.5249930620193481},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5026633739471436},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.4666077494621277},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.4616476595401764},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.45604968070983887},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4510088860988617},{"id":"https://openalex.org/C116672817","wikidata":"https://www.wikidata.org/wiki/Q1454986","display_name":"Physical system","level":2,"score":0.41715484857559204},{"id":"https://openalex.org/C22157029","wikidata":"https://www.wikidata.org/wiki/Q17080460","display_name":"Nonlinear system identification","level":4,"score":0.4153089225292206},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3522953391075134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2676948308944702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2555422782897949},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19532009959220886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16129544377326965},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.08852821588516235},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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":"pmh:oai:iris.univpm.it:11566/242023","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11566/242023","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"mag:159015046","doi":null,"is_oa":false,"landing_page_url":"http://openarchive.univpm.it/jspui/handle/123456789/486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":105,"referenced_works":["https://openalex.org/W40479804","https://openalex.org/W46022419","https://openalex.org/W67486929","https://openalex.org/W81677050","https://openalex.org/W94523489","https://openalex.org/W99972494","https://openalex.org/W188940501","https://openalex.org/W1485729484","https://openalex.org/W1490488263","https://openalex.org/W1497595581","https://openalex.org/W1516289514","https://openalex.org/W1561941139","https://openalex.org/W1576220905","https://openalex.org/W1963527984","https://openalex.org/W1965198822","https://openalex.org/W1965324089","https://openalex.org/W1969705022","https://openalex.org/W1971718676","https://openalex.org/W1972870800","https://openalex.org/W1974271766","https://openalex.org/W1978053629","https://openalex.org/W1978281432","https://openalex.org/W1979357005","https://openalex.org/W1982775699","https://openalex.org/W1983303124","https://openalex.org/W1988392294","https://openalex.org/W1993694278","https://openalex.org/W1995418035","https://openalex.org/W1996615575","https://openalex.org/W1997713256","https://openalex.org/W1999935041","https://openalex.org/W2007641872","https://openalex.org/W2010075222","https://openalex.org/W2010922160","https://openalex.org/W2018146940","https://openalex.org/W2019574369","https://openalex.org/W2020811832","https://openalex.org/W2028847154","https://openalex.org/W2029735348","https://openalex.org/W2030163678","https://openalex.org/W2031235979","https://openalex.org/W2033798720","https://openalex.org/W2037709432","https://openalex.org/W2039723575","https://openalex.org/W2040870580","https://openalex.org/W2043072581","https://openalex.org/W2045305793","https://openalex.org/W2045673741","https://openalex.org/W2050451516","https://openalex.org/W2055776502","https://openalex.org/W2059572490","https://openalex.org/W2062348962","https://openalex.org/W2068844879","https://openalex.org/W2069547470","https://openalex.org/W2072895953","https://openalex.org/W2084327162","https://openalex.org/W2085676046","https://openalex.org/W2092627382","https://openalex.org/W2098914003","https://openalex.org/W2099244771","https://openalex.org/W2101136244","https://openalex.org/W2101230656","https://openalex.org/W2101976214","https://openalex.org/W2105576913","https://openalex.org/W2106995145","https://openalex.org/W2107725879","https://openalex.org/W2108921639","https://openalex.org/W2112465475","https://openalex.org/W2113265921","https://openalex.org/W2114865067","https://openalex.org/W2117113441","https://openalex.org/W2122512809","https://openalex.org/W2123163989","https://openalex.org/W2124776405","https://openalex.org/W2126930260","https://openalex.org/W2132441605","https://openalex.org/W2132956152","https://openalex.org/W2132984323","https://openalex.org/W2134673975","https://openalex.org/W2134968764","https://openalex.org/W2135595761","https://openalex.org/W2135642605","https://openalex.org/W2135663228","https://openalex.org/W2137351140","https://openalex.org/W2142036661","https://openalex.org/W2142053123","https://openalex.org/W2143956139","https://openalex.org/W2144804507","https://openalex.org/W2148694408","https://openalex.org/W2151916095","https://openalex.org/W2152820192","https://openalex.org/W2153428002","https://openalex.org/W2154642048","https://openalex.org/W2155197610","https://openalex.org/W2155399784","https://openalex.org/W2155889930","https://openalex.org/W2157703339","https://openalex.org/W2171900491","https://openalex.org/W2185996919","https://openalex.org/W2285257517","https://openalex.org/W2465984567","https://openalex.org/W2511770823","https://openalex.org/W2913465992","https://openalex.org/W3104471247","https://openalex.org/W4236076921"],"related_works":["https://openalex.org/W3144240377","https://openalex.org/W2319106792","https://openalex.org/W2523027703","https://openalex.org/W4231387415","https://openalex.org/W6960043914","https://openalex.org/W305966654","https://openalex.org/W4245686674","https://openalex.org/W7028692115","https://openalex.org/W7096539642","https://openalex.org/W4249033826"],"abstract_inverted_index":{"La":[0,33,99],"modellazione":[1,29,34],"dei":[2,21,278,285],"sistemi":[3,73],"e\u0300":[4,58,102,167,197,280],"di":[5,31,44,65,68,105,111,113,118,124,140,158,171,184,211,235,245,247,253,258,271],"fondamentale":[6],"importanza":[7],"in":[8,103],"tutte":[9],"le":[10,283],"discipline,":[11],"\\nsono":[12],"utili":[13],"per":[14,26,85,96,144,160,240,269,282,289],"l\u2019analisi,":[15],"la":[16,19,109,131,154,241,290],"previsione":[17],"o":[18],"simulazione":[20],"sistemi.":[22],"Esistono":[23],"\\ndue":[24],"pratiche":[25],"definire":[27],"modelli:":[28],"e":[30,63,107,238,243,264,288],"identificazione.":[32],"\\ne\u0300":[35],"basata":[36,208],"su":[37,122],"leggi":[38],"note.":[39],"L\u2019identificazione":[40],"consiste":[41,261],"nella":[42],"selezione":[43],"un":[45,60,83,114,138,165,199,216,224,254],"\\nmodello":[46],"sulla":[47],"base":[48,127],"delle":[49],"osservazioni":[50],"effettuate":[51],"sul":[52],"sistema.":[53],"In":[54],"questo":[55],"lavoro":[56],"\\nsi":[57],"dato":[59],"contributo":[61],"all\u2019identificazione":[62],"stima":[64],"dinamiche":[66,187],"complesse":[67],"\\nsistemi.":[69],"Con":[70],"attenzione":[71],"ai":[72],"reali,":[74],"sono":[75,93],"proposte":[76],"tre":[77],"soluzioni.":[78],"\\nIl":[79,150],"primo":[80],"argomento":[81],"riguarda":[82,153,232],"inceneritore":[84,115],"rifiuti":[86],"solidi":[87],"urbani,":[88],"dove":[89],"i":[90,146,266],"\\nmodelli":[91],"matematici":[92],"troppo":[94],"complessi":[95],"essere":[97,175],"utilizzati.":[98],"soluzione":[100,291],"\\ndata":[101],"grado":[104],"stimare":[106],"predire,":[108],"produzione":[110,257],"vapore":[112],"\\nRSU.":[116],"L\u2019algoritmo":[117],"apprendimento":[119],"si":[120],"basa":[121],"reti":[123],"funzioni":[125],"a":[126,250],"radiale":[128],"\\ne":[129,215],"combina":[130],"tecnica":[132],"Minimal":[133],"Resource":[134],"Allocating":[135],"Network":[136],"con":[137],"filtro":[139],"\\nKalman":[141],"esteso":[142],"adattativo":[143],"aggiornare":[145],"parametri":[147],"della":[148],"rete.":[149],"secondo":[151],"problema":[152],"compensazione":[155],"degli":[156,227],"errori":[157],"controllo":[159,172,179,185],"\\nun":[161],"manipolatore":[162],"industriale.":[163],"Se":[164],"contro":[166],"ben":[168],"progettato":[169],"l\u2019errore":[170],"\\nnon":[173],"puo\u0300":[174],"compensato.":[176],"Tuttavia":[177],"nel":[178,262],"Sliding":[180],"Mode":[181],"discreto,":[182],"\\nl\u2019errore":[183],"presenta":[186],"residue.":[188],"Si":[189],"propongono":[190],"sue":[191],"approcci":[192],"\\nper":[193],"compensare":[194],"l\u2019incertezza,":[195],"l\u2019obiettivo":[196],"sviluppare":[198],"SMC":[200],"discreto":[201],"piu\u0300":[202],"robusto":[203],"\\ncon":[204],"due":[205],"soluzioni,":[206],"una":[207,233],"sullo":[209],"stimatore":[210],"incertezza":[212],"del":[213],"modello,":[214],"predittore":[217],"autosintonizzante.":[218],"\\nLa":[219],"diagnosi":[220],"guasti":[221,237],"ha":[222],"ricevuto":[223],"crescente":[225],"interesse":[226],"ultimi":[228],"anni.":[229],"L\u2019ultimo":[230],"\\nargomento":[231],"procedura":[234],"rilevamento":[236],"isolamento":[239],"\\nrilevazione":[242],"l\u2019analisi":[244,270],"difetti":[246],"motori":[248,267],"elettrici":[249],"fine":[251],"linea":[252],"impianto":[255],"\\ndi":[256,292],"cappe.":[259],"L\u2019obiettivo":[260],"rilevare":[263],"identificare":[265],"\\ndifettosi":[268],"qualita\u0300.":[272],"Un":[273],"approccio":[274],"diagnostico":[275],"basato":[276],"sull\u2019analisi":[277],"\\nsegnali":[279],"preferibile":[281],"caratteristiche":[284],"segnali":[286],"acquisiti":[287],"implementazione.":[293]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}