{"id":"https://openalex.org/W4200598188","doi":"https://doi.org/10.1109/iccma54375.2021.9646221","title":"Autonomic Hydroponic System with Real Time Monitoring","display_name":"Autonomic Hydroponic System with Real Time Monitoring","publication_year":2021,"publication_date":"2021-11-11","ids":{"openalex":"https://openalex.org/W4200598188","doi":"https://doi.org/10.1109/iccma54375.2021.9646221"},"language":"en","primary_location":{"id":"doi:10.1109/iccma54375.2021.9646221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccma54375.2021.9646221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Conference on Control, Mechatronics and Automation (ICCMA)","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/A5027823675","display_name":"Nunez Cristian","orcid":"https://orcid.org/0000-0002-6120-984X"},"institutions":[{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]},{"id":"https://openalex.org/I4210088102","display_name":"Universidad de Hermosillo","ror":"https://ror.org/0019g1982","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210088102"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Nunez Cristian","raw_affiliation_strings":["Universidad de Sonora,Engineering in IoT and AI,Hermosillo,Mexico","Engineering in IoT and AI, Universidad de Sonora, Hermosillo, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Sonora,Engineering in IoT and AI,Hermosillo,Mexico","institution_ids":["https://openalex.org/I4061448","https://openalex.org/I4210088102"]},{"raw_affiliation_string":"Engineering in IoT and AI, Universidad de Sonora, Hermosillo, Mexico","institution_ids":["https://openalex.org/I4061448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021025448","display_name":"Moreno Jose","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088102","display_name":"Universidad de Hermosillo","ror":"https://ror.org/0019g1982","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210088102"]},{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Moreno Jose","raw_affiliation_strings":["Universidad de Sonora,Engineering in IoT and AI,Hermosillo,Mexico","Engineering in IoT and AI, Universidad de Sonora, Hermosillo, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Sonora,Engineering in IoT and AI,Hermosillo,Mexico","institution_ids":["https://openalex.org/I4061448","https://openalex.org/I4210088102"]},{"raw_affiliation_string":"Engineering in IoT and AI, Universidad de Sonora, Hermosillo, Mexico","institution_ids":["https://openalex.org/I4061448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032380568","display_name":"Valdez Juan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088102","display_name":"Universidad de Hermosillo","ror":"https://ror.org/0019g1982","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210088102"]},{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Valdez Juan","raw_affiliation_strings":["Universidad de Sonora,Engineering in IoT and AI,Hermosillo,Mexico","Engineering in IoT and AI, Universidad de Sonora, Hermosillo, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Sonora,Engineering in IoT and AI,Hermosillo,Mexico","institution_ids":["https://openalex.org/I4061448","https://openalex.org/I4210088102"]},{"raw_affiliation_string":"Engineering in IoT and AI, Universidad de Sonora, Hermosillo, Mexico","institution_ids":["https://openalex.org/I4061448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014878741","display_name":"Quiroga Jose","orcid":null},"institutions":[{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]},{"id":"https://openalex.org/I4210088102","display_name":"Universidad de Hermosillo","ror":"https://ror.org/0019g1982","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210088102"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Quiroga Jose","raw_affiliation_strings":["Universidad de Sonora,Engineering in IoT and AI,Hermosillo,Mexico","Engineering in IoT and AI, Universidad de Sonora, Hermosillo, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Sonora,Engineering in IoT and AI,Hermosillo,Mexico","institution_ids":["https://openalex.org/I4061448","https://openalex.org/I4210088102"]},{"raw_affiliation_string":"Engineering in IoT and AI, Universidad de Sonora, Hermosillo, Mexico","institution_ids":["https://openalex.org/I4061448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113977180","display_name":"Pacheco Jesus","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088102","display_name":"Universidad de Hermosillo","ror":"https://ror.org/0019g1982","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210088102"]},{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Pacheco Jesus","raw_affiliation_strings":["Universidad de Sonora,Department of Industrial Engineering,Hermosillo,Mexico","Department of Industrial Engineering, Universidad de Sonora, Hermosillo, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Sonora,Department of Industrial Engineering,Hermosillo,Mexico","institution_ids":["https://openalex.org/I4061448","https://openalex.org/I4210088102"]},{"raw_affiliation_string":"Department of Industrial Engineering, Universidad de Sonora, Hermosillo, Mexico","institution_ids":["https://openalex.org/I4061448"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029249013","display_name":"Victor H. Ben\u00edtez","orcid":"https://orcid.org/0000-0002-3926-9352"},"institutions":[{"id":"https://openalex.org/I4210088102","display_name":"Universidad de Hermosillo","ror":"https://ror.org/0019g1982","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210088102"]},{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Victor H Benitez","raw_affiliation_strings":["Universidad de Sonora,Department of Industrial Engineering,Hermosillo,Mexico","Department of Industrial Engineering, Universidad de Sonora, Hermosillo, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Sonora,Department of Industrial Engineering,Hermosillo,Mexico","institution_ids":["https://openalex.org/I4061448","https://openalex.org/I4210088102"]},{"raw_affiliation_string":"Department of Industrial Engineering, Universidad de Sonora, Hermosillo, Mexico","institution_ids":["https://openalex.org/I4061448"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5027823675"],"corresponding_institution_ids":["https://openalex.org/I4061448","https://openalex.org/I4210088102"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18057366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"6","issue":null,"first_page":"124","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10616","display_name":"Smart Agriculture and AI","score":0.9873999953269958,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9351000189781189,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6719954609870911},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.5835192799568176},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4845244288444519},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4825305640697479},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47578608989715576},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4398086667060852},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4367883801460266},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4200456440448761},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3234354257583618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2700777053833008},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2252131998538971},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12470102310180664}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6719954609870911},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.5835192799568176},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4845244288444519},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4825305640697479},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47578608989715576},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4398086667060852},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4367883801460266},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4200456440448761},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3234354257583618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2700777053833008},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2252131998538971},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12470102310180664},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccma54375.2021.9646221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccma54375.2021.9646221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Conference on Control, Mechatronics and Automation (ICCMA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1549644356","https://openalex.org/W1700991880","https://openalex.org/W1991141699","https://openalex.org/W2169239645","https://openalex.org/W2793531591","https://openalex.org/W2804937200","https://openalex.org/W2806576037","https://openalex.org/W2924319795","https://openalex.org/W2948798395","https://openalex.org/W2955983404","https://openalex.org/W2989092135","https://openalex.org/W3008496980","https://openalex.org/W3013611019","https://openalex.org/W3034148892","https://openalex.org/W3034342499","https://openalex.org/W3110914851","https://openalex.org/W4243335696","https://openalex.org/W6637562893"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4245926026","https://openalex.org/W4223488648","https://openalex.org/W3004173571","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214"],"abstract_inverted_index":{"This":[0],"article":[1,169],"describes":[2],"the":[3,15,24,32,54,58,70,162,176,187,200],"implementation":[4],"of":[5,17,26,47,53,60,108,149,167,175,178],"a":[6,77,105,133,192],"hydroponic":[7,55,129,184,189],"system":[8,56,72,79],"prototype":[9,193],"using":[10],"embedded":[11],"devices":[12],"based":[13],"on":[14],"Internet":[16],"Things":[18],"(IoT)":[19],"for":[20,35,88,110,154],"real-time":[21],"monitoring":[22],"with":[23],"integration":[25],"Autonomic":[27],"Computing":[28],"techniques":[29,63,201],"to":[30,41,94,144,171,186,197],"trigger":[31],"events":[33],"necessary":[34],"self-maintenance,":[36],"auto-monitoring,":[37],"self-regulation,":[38],"and":[39,44,64,139,183,205],"self-repair":[40],"provide":[42],"efficient":[43],"optimal":[45],"use":[46,59],"its":[48],"resources.":[49],"By":[50],"taking":[51],"control":[52],"through":[57],"these":[61],"novel":[62],"methodology":[65],"mentioned":[66],"in":[67,136],"this":[68,140,168],"document,":[69],"complete":[71],"can":[73],"be":[74],"managed":[75],"as":[76,114],"cyber-physical":[78,188],"that":[80,128,199],"represents":[81],"outstanding":[82],"advantages:":[83],"it":[84,97,102],"reduces":[85],"human":[86],"presence":[87],"monitoring,":[89],"control,":[90],"maintenance,":[91],"or":[92],"assistance":[93],"incidents.":[95],"Since":[96],"is":[98,125,141,170],"being":[99],"monitored":[100],"remotely,":[101],"also":[103],"provides":[104],"large":[106],"amount":[107],"data":[109],"analytical":[111],"purposes":[112],"such":[113],"Artificial":[115],"Intelligence":[116],"algorithms,":[117],"machine":[118],"learning,":[119,121],"deep":[120],"among":[122],"others.":[123],"It":[124],"well":[126],"known":[127],"systems":[130,159,185],"are":[131,203],"experiencing":[132],"great":[134],"demand":[135,153],"recent":[137],"decades,":[138],"mainly":[142],"due":[143],"increasing":[145],"world":[146],"population,":[147],"lack":[148],"freshwater,":[150],"climate":[151],"change,":[152],"food,":[155],"etc.":[156],"Smart":[157],"hydroponics":[158],"help":[160],"solve":[161],"problem.":[163],"The":[164],"main":[165],"purpose":[166],"give":[172],"an":[173],"overview":[174],"benefits":[177],"upgrading":[179],"from":[180],"traditional":[181],"agricultural":[182],"system.":[190],"Therefore,":[191],"has":[194],"been":[195],"implemented":[196],"demonstrate":[198],"used":[202],"feasible":[204],"cost-effective.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}