{"id":"https://openalex.org/W2139043862","doi":"https://doi.org/10.5120/2276-2944","title":"Neural Network Comparing the Performances of the Training Functions for Predicting the Value of Specific Heat of Refrigerant in Vapor Absorption Refrigeration System","display_name":"Neural Network Comparing the Performances of the Training Functions for Predicting the Value of Specific Heat of Refrigerant in Vapor Absorption Refrigeration System","publication_year":2011,"publication_date":"2011-03-31","ids":{"openalex":"https://openalex.org/W2139043862","doi":"https://doi.org/10.5120/2276-2944","mag":"2139043862"},"language":"en","primary_location":{"id":"doi:10.5120/2276-2944","doi":"https://doi.org/10.5120/2276-2944","is_oa":true,"landing_page_url":"https://doi.org/10.5120/2276-2944","pdf_url":"https://doi.org/10.5120/2276-2944","source":{"id":"https://openalex.org/S4210206007","display_name":"International Journal of Computer Applications","issn_l":"0975-8887","issn":["0975-8887"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.5120/2276-2944","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060987409","display_name":"Dheerendra Vikram Singh","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dheerendra Vikram Singh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063320310","display_name":"Govind Maheshwari","orcid":"https://orcid.org/0000-0002-8535-6967","observed_orcids":["https://orcid.org/0000-0002-8535-6967"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Govind Maheshwari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110241203","display_name":"Ritu Shrivastav","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ritu Shrivastav","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5107841507","display_name":"Durgesh Kumar Mishra","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Durgesh Kumar Mishra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7141,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73059947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"18","issue":"4","first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.48730000853538513,"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/T10320","display_name":"Neural Networks and Applications","score":0.48730000853538513,"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/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.4490000009536743,"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/T11774","display_name":"Adsorption and Cooling Systems","score":0.005900000222027302,"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/vapour-absorption-refrigeration","display_name":"vapour absorption refrigeration","score":0.8479999899864197},{"id":"https://openalex.org/keywords/lithium-bromide-water","display_name":"lithium bromide-water","score":0.7450000047683716},{"id":"https://openalex.org/keywords/training-function-comparison","display_name":"training function comparison","score":0.7059999704360962},{"id":"https://openalex.org/keywords/working-fluid-properties","display_name":"working fluid properties","score":0.5099999904632568}],"concepts":[{"id":"https://openalex.org/C199499590","wikidata":"https://www.wikidata.org/wiki/Q266790","display_name":"Refrigerant","level":3,"score":0.9038180112838745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.744543731212616},{"id":"https://openalex.org/C69907114","wikidata":"https://www.wikidata.org/wiki/Q747713","display_name":"Refrigeration","level":2,"score":0.6823887825012207},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5288166999816895},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5143502950668335},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4879302680492401},{"id":"https://openalex.org/C30487094","wikidata":"https://www.wikidata.org/wiki/Q332868","display_name":"Absorption refrigerator","level":3,"score":0.4691820442676544},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4122636914253235},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.38639190793037415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2636494040489197},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25429752469062805},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.12884783744812012},{"id":"https://openalex.org/C107706546","wikidata":"https://www.wikidata.org/wiki/Q189124","display_name":"Heat exchanger","level":2,"score":0.08828115463256836},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07507234811782837},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5120/2276-2944","doi":"https://doi.org/10.5120/2276-2944","is_oa":true,"landing_page_url":"https://doi.org/10.5120/2276-2944","pdf_url":"https://doi.org/10.5120/2276-2944","source":{"id":"https://openalex.org/S4210206007","display_name":"International Journal of Computer Applications","issn_l":"0975-8887","issn":["0975-8887"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.206.3177","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.206.3177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ijcaonline.org/volume18/number4/pxc3872944.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.5120/2276-2944","doi":"https://doi.org/10.5120/2276-2944","is_oa":true,"landing_page_url":"https://doi.org/10.5120/2276-2944","pdf_url":"https://doi.org/10.5120/2276-2944","source":{"id":"https://openalex.org/S4210206007","display_name":"International Journal of Computer Applications","issn_l":"0975-8887","issn":["0975-8887"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2139043862.pdf","grobid_xml":"https://content.openalex.org/works/W2139043862.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1967821064","https://openalex.org/W1990416047","https://openalex.org/W1994608720","https://openalex.org/W2002016471","https://openalex.org/W2024666608","https://openalex.org/W2027316199","https://openalex.org/W2035941284","https://openalex.org/W2041256671","https://openalex.org/W2071269335","https://openalex.org/W2088874310","https://openalex.org/W2294032300","https://openalex.org/W2314551403","https://openalex.org/W2742037293","https://openalex.org/W4231550986"],"related_works":["https://openalex.org/W7101164668","https://openalex.org/W2080175834","https://openalex.org/W1972626743","https://openalex.org/W2008685171","https://openalex.org/W2975778188","https://openalex.org/W1989437959","https://openalex.org/W2017492833","https://openalex.org/W4402980897","https://openalex.org/W2901589582","https://openalex.org/W1963695137"],"abstract_inverted_index":{"The":[0],"objective":[1],"of":[2,9,26,31,49,54,64],"this":[3],"work":[4],"is":[5,44],"to":[6,68],"compare":[7],"performances":[8],"three":[10],"training":[11,19],"functions":[12],"(TRAINBR,":[13],"TRAINCGB":[14],"and":[15,62],"TRAINCGF)":[16],"used":[17,37],"for":[18,22],"neural":[20],"network":[21],"predicting":[23],"the":[24,27,47,65],"value":[25],"specific":[28],"heat":[29],"capacity":[30],"working":[32],"fluid,":[33],"LiBr-H":[34],"2":[35],"O,":[36],"in":[38],"vapour":[39],"absorption":[40],"refrigeration":[41],"system.The":[42],"comparison":[43],"shown":[45],"on":[46],"basis":[48],"percentage":[50],"relative":[51],"error,":[52],"coefficient":[53],"multiple":[55],"determination":[56],"R-square,":[57],"root":[58],"mean":[59],"square":[60,66],"error":[61],"sum":[63],"due":[67],"error.":[69]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}