{"id":"https://openalex.org/W2895910996","doi":"https://doi.org/10.1109/ijcnn.2018.8489571","title":"Short-term prediction in an Oscillating Water Column using Artificial Neural Networks","display_name":"Short-term prediction in an Oscillating Water Column using Artificial Neural Networks","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2895910996","doi":"https://doi.org/10.1109/ijcnn.2018.8489571","mag":"2895910996"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2018.8489571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","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/A5013567208","display_name":"Marta Fernandes","orcid":"https://orcid.org/0000-0002-7203-2832"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Marta P. Fernandes","raw_affiliation_strings":["IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023524727","display_name":"Susana M. Vieira","orcid":"https://orcid.org/0000-0001-7961-1004"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Susana M. Vieira","raw_affiliation_strings":["IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038074708","display_name":"J.C.C. Henriques","orcid":"https://orcid.org/0000-0001-5850-9641"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao C. C. Henriques","raw_affiliation_strings":["IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023918239","display_name":"Duarte Val\u00e9rio","orcid":"https://orcid.org/0000-0001-9388-4308"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Duarte Valerio","raw_affiliation_strings":["IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050114364","display_name":"L.M.C. Gato","orcid":"https://orcid.org/0000-0002-0334-7275"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis M. C. Gato","raw_affiliation_strings":["IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013567208"],"corresponding_institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"],"apc_list":null,"apc_paid":null,"fwci":0.2608,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57273117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9528999924659729,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11254","display_name":"Fluid Dynamics and Vibration Analysis","score":0.9291999936103821,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7633630037307739},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.7364327907562256},{"id":"https://openalex.org/keywords/column","display_name":"Column (typography)","score":0.5687096118927002},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4300054609775543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3720518946647644},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3645440340042114},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10438045859336853},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08297458291053772}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7633630037307739},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7364327907562256},{"id":"https://openalex.org/C2780551164","wikidata":"https://www.wikidata.org/wiki/Q2306599","display_name":"Column (typography)","level":3,"score":0.5687096118927002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4300054609775543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3720518946647644},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3645440340042114},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10438045859336853},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08297458291053772},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2018.8489571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W572859077","https://openalex.org/W1554635939","https://openalex.org/W1608575761","https://openalex.org/W2062566783","https://openalex.org/W2092983073","https://openalex.org/W2146008045","https://openalex.org/W2400140003","https://openalex.org/W2736406891","https://openalex.org/W2915550997","https://openalex.org/W6633369905","https://openalex.org/W6636419518","https://openalex.org/W6759164850"],"related_works":["https://openalex.org/W2181722423","https://openalex.org/W2347222412","https://openalex.org/W2085601491","https://openalex.org/W2375996887","https://openalex.org/W4322723290","https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W2368976073","https://openalex.org/W2948237757","https://openalex.org/W1985010875"],"abstract_inverted_index":{"The":[0,42,64,110,161,174],"oscillating-water-column":[1],"(OWC)":[2],"is":[3,115,164,180],"widely":[4],"regarded":[5],"as":[6],"the":[7,31,39,46,53,59,62,67,71,87,94,102,107,118,126,134,143,146,178,184],"simplest":[8],"and":[9,34,57,70,166,171],"most":[10],"reliable":[11],"type":[12],"of":[13,27,45,93,106,112,121,136,142],"wave":[14,129],"energy":[15],"converter.":[16],"An":[17],"OWC":[18,185],"device":[19],"comprises":[20],"a":[21,78,150,169,189,193],"partly":[22],"submerged":[23],"hollow":[24],"structure":[25],"composed":[26],"an":[28,35,83],"aperture":[29],"below":[30],"water":[32,49],"surface":[33,50],"air":[36,60,68,147],"chamber":[37,69,148],"above":[38],"free":[40,48],"surface.":[41],"oscillating":[43],"motion":[44],"internal":[47],"produced":[51],"by":[52,149],"incident":[54],"waves":[55],"compresses":[56],"expands":[58],"in":[61,90,101,125,133],"chamber.":[63],"pressure":[65,144],"between":[66],"atmosphere":[72],"can":[73],"be":[74],"used":[75,89],"to":[76,82,116,138,182],"drive":[77],"turbine":[79],"connected":[80],"directly":[81],"electrical":[84],"generator.":[85],"Usually":[86],"turbines":[88],"OWCs":[91],"are":[92],"self-rectifying":[95],"type,":[96],"i.e.,":[97],"they":[98],"rotate":[99],"always":[100],"same":[103],"sense":[104],"independently":[105],"flow":[108],"direction.":[109],"aim":[111],"this":[113],"paper":[114],"assess":[117],"potential":[119],"use":[120],"experimental":[122],"data":[123],"collected":[124],"Mutriku":[127],"breakwater":[128],"power":[130],"plant,":[131],"located":[132],"north":[135],"Spain,":[137],"perform":[139],"short-term":[140],"prediction":[141],"inside":[145],"Nonlinear":[151],"Autoregressive":[152],"with":[153,192],"eXogenous":[154],"inputs":[155],"(NARX)":[156],"Artificial":[157],"Neural":[158],"Network":[159],"(ANN).":[160],"NARX":[162],"model":[163,179],"explored":[165],"tuned":[167],"for":[168,188],"one-step":[170],"multi-step-ahead":[172],"prediction.":[173],"results":[175],"showed":[176],"that":[177],"able":[181],"capture":[183],"system":[186],"dynamics":[187],"few-steps":[190],"ahead":[191],"good":[194],"performance.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}