{"id":"https://openalex.org/W1487953883","doi":"https://doi.org/10.23919/ecc.2003.7086568","title":"The state space bounded derivative network superceding the application of neural networks in control","display_name":"The state space bounded derivative network superceding the application of neural networks in control","publication_year":2003,"publication_date":"2003-09-01","ids":{"openalex":"https://openalex.org/W1487953883","doi":"https://doi.org/10.23919/ecc.2003.7086568","mag":"1487953883"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.2003.7086568","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2003.7086568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 European Control Conference (ECC)","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/A5009704937","display_name":"Paul Turner","orcid":"https://orcid.org/0000-0002-1013-7815"},"institutions":[{"id":"https://openalex.org/I4210146291","display_name":"AspenTech (United Kingdom)","ror":"https://ror.org/051860q83","country_code":"GB","type":"company","lineage":["https://openalex.org/I106791491","https://openalex.org/I4210146291"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"P. Turner","raw_affiliation_strings":["Aspentech UK Ltd, Cambridge UK"],"affiliations":[{"raw_affiliation_string":"Aspentech UK Ltd, Cambridge UK","institution_ids":["https://openalex.org/I4210146291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039615082","display_name":"John Guiver","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146291","display_name":"AspenTech (United Kingdom)","ror":"https://ror.org/051860q83","country_code":"GB","type":"company","lineage":["https://openalex.org/I106791491","https://openalex.org/I4210146291"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J Guiver","raw_affiliation_strings":["Aspentech UK Ltd, Cambridge UK"],"affiliations":[{"raw_affiliation_string":"Aspentech UK Ltd, Cambridge UK","institution_ids":["https://openalex.org/I4210146291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009704937"],"corresponding_institution_ids":["https://openalex.org/I4210146291"],"apc_list":null,"apc_paid":null,"fwci":1.6189,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8366778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3413","last_page":"3417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9990000128746033,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9990000128746033,"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":0.9965999722480774,"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/T11236","display_name":"Control Systems and Identification","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"}}],"keywords":[{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.6908408403396606},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6474210023880005},{"id":"https://openalex.org/keywords/extrapolation","display_name":"Extrapolation","score":0.5938940644264221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5575954914093018},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4945950210094452},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4558199644088745},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4483698904514313},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.440550833940506},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.43340879678726196},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39618566632270813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2854083478450775},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26037830114364624},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19433361291885376}],"concepts":[{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.6908408403396606},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6474210023880005},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.5938940644264221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5575954914093018},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4945950210094452},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4558199644088745},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4483698904514313},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.440550833940506},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.43340879678726196},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39618566632270813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2854083478450775},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26037830114364624},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19433361291885376},{"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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ecc.2003.7086568","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2003.7086568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 European Control Conference (ECC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W45789561","https://openalex.org/W1501008791","https://openalex.org/W2056939498","https://openalex.org/W2106773505","https://openalex.org/W2132087154","https://openalex.org/W6601882266"],"related_works":["https://openalex.org/W4294401769","https://openalex.org/W1906461982","https://openalex.org/W2914857977","https://openalex.org/W2012884882","https://openalex.org/W1964604499","https://openalex.org/W3199375621","https://openalex.org/W2295093357","https://openalex.org/W883676525","https://openalex.org/W1964170084","https://openalex.org/W2016271429"],"abstract_inverted_index":{"This":[0,74],"paper":[1,22],"introduces":[2],"a":[3,57],"challenge":[4],"to":[5,29,81,152],"the":[6,63,72,82,92,103,116,125,135],"general":[7],"acceptance":[8],"of":[9,65,67,85,115,137,149],"neural":[10,31,68],"networks":[11,32,69],"being":[12],"\u2018ideally":[13],"suited\u2019":[14],"for":[15,96],"use":[16],"in":[17,37],"nonlinear":[18],"control":[19,39,84],"schemes.":[20],"The":[21,46,112],"briefly":[23],"outlines":[24],"10":[25],"significant":[26],"reasons":[27],"as":[28,56],"why":[30],"should":[33],"not":[34],"be":[35,54,158],"used":[36],"any":[38],"system":[40],"that":[41,61],"directly":[42],"affects":[43],"process":[44],"plant.":[45],"State":[47],"Space":[48],"Bounded":[49],"Derivative":[50],"Network":[51],"will":[52,157],"then":[53],"presented":[55],"universal":[58,108],"approximating":[59],"architecture":[60],"encompasses":[62],"power":[64],"approximation":[66],"but":[70],"without":[71],"failings.":[73],"algorithm":[75],"has":[76,90],"now":[77],"been":[78,91],"widely":[79],"applied":[80],"industrial":[83,154],"polymer":[86],"plants":[87],"worldwide":[88],"and":[89,130,134,141],"key":[93],"enabling":[94],"technology":[95,151],"Aspen":[97],"Apollo":[98],"<sup":[99],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[100],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">TM</sup>":[101],"\u2014":[102],"Worlds'":[104],"first":[105],"commercial":[106,147],"truly":[107],"model":[109,126],"based":[110],"controller.":[111],"unique":[113],"features":[114],"SSBDN":[117],"include":[118],"globally":[119],"guaranteed":[120],"invertibility;":[121],"global":[122],"constraints":[123],"on":[124],"gains;":[127],"robust,":[128],"elegant":[129],"intelligent":[131],"extrapolation":[132],"capability":[133,136],"modelling":[138],"both":[139],"positional":[140],"directionally":[142],"dependent":[143],"dynamic":[144],"nonlinearities.":[145],"A":[146],"application":[148],"this":[150],"an":[153],"polyethylene":[155],"unit":[156],"given.":[159]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
