{"id":"https://openalex.org/W4408173183","doi":"https://doi.org/10.37934/araset.60.1.4254","title":"Optimization of Sugarcane Process Production using Response Surface Methodology (RSM) and Artificial Neural Networks (ANNs)","display_name":"Optimization of Sugarcane Process Production using Response Surface Methodology (RSM) and Artificial Neural Networks (ANNs)","publication_year":2025,"publication_date":"2025-01-08","ids":{"openalex":"https://openalex.org/W4408173183","doi":"https://doi.org/10.37934/araset.60.1.4254"},"language":"en","primary_location":{"id":"doi:10.37934/araset.60.1.4254","doi":"https://doi.org/10.37934/araset.60.1.4254","is_oa":true,"landing_page_url":"https://doi.org/10.37934/araset.60.1.4254","pdf_url":"https://semarakilmu.com.my/journals/index.php/applied_sciences_eng_tech/article/download/10744/13162","source":{"id":"https://openalex.org/S4210199797","display_name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","issn_l":"2462-1943","issn":["2462-1943"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://semarakilmu.com.my/journals/index.php/applied_sciences_eng_tech/article/download/10744/13162","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110624936","display_name":"Devie Oktarini","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I271888150","display_name":"Sriwijaya University","ror":"https://ror.org/030bmb197","country_code":"ID","type":"education","lineage":["https://openalex.org/I271888150"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Devie Oktarini","raw_affiliation_strings":["Department of Mechanical Engineering, Faculty of Engineering, Sriwijaya University, Kota Palembang, Sumatera Selatan 30128, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Faculty of Engineering, Sriwijaya University, Kota Palembang, Sumatera Selatan 30128, Indonesia","institution_ids":["https://openalex.org/I271888150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086401398","display_name":"Amrifan Saladin Mohruni","orcid":"https://orcid.org/0000-0002-8680-0011","observed_orcids":["https://orcid.org/0000-0002-8680-0011"]},"institutions":[{"id":"https://openalex.org/I271888150","display_name":"Sriwijaya University","ror":"https://ror.org/030bmb197","country_code":"ID","type":"education","lineage":["https://openalex.org/I271888150"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Amrifan Saladin Mohruni","raw_affiliation_strings":["Department of Mechanical Engineering, Faculty of Engineering, Sriwijaya University, Kota Palembang, Sumatera Selatan 30128, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Faculty of Engineering, Sriwijaya University, Kota Palembang, Sumatera Selatan 30128, Indonesia","institution_ids":["https://openalex.org/I271888150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031228757","display_name":"Safian Sharif","orcid":"https://orcid.org/0000-0002-3418-2290","observed_orcids":["https://orcid.org/0000-0002-3418-2290"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Safian Sharif","raw_affiliation_strings":["Department of Manufacturing and Industrial Engineering, Faculty of Mechanical Engineering, Universiti Teknologi Malaysia, 81310 Johor Bahru, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Manufacturing and Industrial Engineering, Faculty of Mechanical Engineering, Universiti Teknologi Malaysia, 81310 Johor Bahru, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040083551","display_name":"Muhammad Nazarul Yanis","orcid":"https://orcid.org/0009-0009-8936-7047","observed_orcids":["https://orcid.org/0009-0009-8936-7047"]},"institutions":[{"id":"https://openalex.org/I271888150","display_name":"Sriwijaya University","ror":"https://ror.org/030bmb197","country_code":"ID","type":"education","lineage":["https://openalex.org/I271888150"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Yanis","raw_affiliation_strings":["Department of Mechanical Engineering, Faculty of Engineering, Sriwijaya University, Kota Palembang, Sumatera Selatan 30128, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Faculty of Engineering, Sriwijaya University, Kota Palembang, Sumatera Selatan 30128, Indonesia","institution_ids":["https://openalex.org/I271888150"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7942,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61618834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"42","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12201","display_name":"Agricultural Engineering and Mechanization","score":0.5791000127792358,"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/T12201","display_name":"Agricultural Engineering and Mechanization","score":0.5791000127792358,"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/T12431","display_name":"Sugarcane Cultivation and Processing","score":0.3578999936580658,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.030799999833106995,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sugarcane-processing","display_name":"sugarcane processing","score":0.8180000185966492},{"id":"https://openalex.org/keywords/process-optimization","display_name":"process optimization","score":0.8109999895095825},{"id":"https://openalex.org/keywords/central-composite-design","display_name":"central composite design","score":0.7580000162124634},{"id":"https://openalex.org/keywords/back-propagation-neural-network","display_name":"BP neural network","score":0.8820000290870667}],"concepts":[{"id":"https://openalex.org/C150077022","wikidata":"https://www.wikidata.org/wiki/Q3136137","display_name":"Response surface methodology","level":2,"score":0.8900221586227417},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8011126518249512},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5275698900222778},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4958589971065521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4397872984409332},{"id":"https://openalex.org/C115952470","wikidata":"https://www.wikidata.org/wiki/Q332172","display_name":"Process optimization","level":2,"score":0.4176233112812042},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.40149369835853577},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4011543393135071},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3739660382270813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36368507146835327},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29610714316368103},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2881808280944824},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1629316806793213},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.08362680673599243},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.37934/araset.60.1.4254","doi":"https://doi.org/10.37934/araset.60.1.4254","is_oa":true,"landing_page_url":"https://doi.org/10.37934/araset.60.1.4254","pdf_url":"https://semarakilmu.com.my/journals/index.php/applied_sciences_eng_tech/article/download/10744/13162","source":{"id":"https://openalex.org/S4210199797","display_name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","issn_l":"2462-1943","issn":["2462-1943"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.37934/araset.60.1.4254","doi":"https://doi.org/10.37934/araset.60.1.4254","is_oa":true,"landing_page_url":"https://doi.org/10.37934/araset.60.1.4254","pdf_url":"https://semarakilmu.com.my/journals/index.php/applied_sciences_eng_tech/article/download/10744/13162","source":{"id":"https://openalex.org/S4210199797","display_name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","issn_l":"2462-1943","issn":["2462-1943"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.40450000762939453,"display_name":"Zero hunger"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2767690697","display_name":null,"funder_award_id":"SP DIPA-023.17.2.677515","funder_id":"https://openalex.org/F4320329482","funder_display_name":"Universitas Sriwijaya"}],"funders":[{"id":"https://openalex.org/F4320329482","display_name":"Universitas Sriwijaya","ror":"https://ror.org/030bmb197"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408173183.pdf","grobid_xml":"https://content.openalex.org/works/W4408173183.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2760044441","https://openalex.org/W2924812511","https://openalex.org/W2952666635","https://openalex.org/W2954674884","https://openalex.org/W2955338161","https://openalex.org/W2998770834","https://openalex.org/W3042620863","https://openalex.org/W3087574037","https://openalex.org/W3199666052","https://openalex.org/W4212896224","https://openalex.org/W4313391505","https://openalex.org/W4366409898","https://openalex.org/W4382599545","https://openalex.org/W4386275876","https://openalex.org/W4392884004","https://openalex.org/W4396793847"],"related_works":["https://openalex.org/W2924812511","https://openalex.org/W1985932614","https://openalex.org/W2562304391","https://openalex.org/W2913757749","https://openalex.org/W1524026498","https://openalex.org/W7026529294","https://openalex.org/W159619798","https://openalex.org/W2512146647","https://openalex.org/W3043188995","https://openalex.org/W2152779201"],"abstract_inverted_index":{"The":[0,24,51],"research":[1,56],"aims":[2],"are":[3,57],"to":[4],"determine":[5],"the":[6,13,21,31,43,47,71,97,107,111,129],"effect":[7],"of":[8,15,37,70,77,99,131],"several":[9],"independent":[10,25],"variables":[11,26],"on":[12],"quantity":[14,98,130],"sugarcane":[16,38,100,132],"juice":[17,101,133],"production":[18],"(mj)":[19],"as":[20],"dependent":[22],"variable.":[23],"in":[27,54],"this":[28,55],"study":[29],"include":[30],"top":[32,44],"roller":[33,45,49],"rotation":[34],"(n),":[35],"clearance":[36,41],"(cs),":[39],"and":[40,46,62,91,122],"between":[42],"rear":[48],"(c2).":[50],"methods":[52],"used":[53],"Response":[58],"Surface":[59],"Methodology":[60],"(RSM)":[61],"Artificial":[63],"Neural":[64],"Networks":[65],"(ANNs).":[66],"As":[67],"a":[68],"result":[69],"central":[72],"composite":[73],"design,":[74],"20":[75],"experiments":[76],"optimum":[78],"conditions":[79],"were":[80],"obtained":[81,109],"at":[82],"n":[83],"=":[84,88,93,115,119,124],"13.49":[85],"rpm,":[86,117],"cs":[87,118],"2.68":[89],"cm,":[90,95,121],"c2":[92,123],"2.06":[94],"with":[96,110],"produced":[102,134],"being":[103],"0.342":[104],"kg.":[105,137],"Meanwhile,":[106],"results":[108],"backpropagation":[112],"algorithm":[113],"(n":[114],"15":[116],"2.8":[120],"1.74":[125],"cm)":[126],"showed":[127],"that":[128],"was":[135],"0.350":[136]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-03-07T00:00:00"}