{"id":"https://openalex.org/W7163682011","doi":"https://doi.org/10.25673/123739","title":"Visual Analytics Dashboard for Real-Time Monitoring of Industrial Equipment","display_name":"Visual Analytics Dashboard for Real-Time Monitoring of Industrial Equipment","publication_year":2026,"publication_date":"2026-03-01","ids":{"openalex":"https://openalex.org/W7163682011","doi":"https://doi.org/10.25673/123739"},"language":"en","primary_location":{"id":"doi:10.25673/123739","doi":"https://doi.org/10.25673/123739","is_oa":true,"landing_page_url":"https://doi.org/10.25673/123739","pdf_url":null,"source":{"id":"https://openalex.org/S4306401651","display_name":"Digitalen Hochschulbibliothek Sachsen-Anhalt (Universit\u00e4ts- und Landesbibliothek Sachsen-Anhalt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210122374","host_organization_name":"Universit\u00e4ts Frauenklinik","host_organization_lineage":["https://openalex.org/I4210122374"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Other"},"volume":null,"type":"other","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.25673/123739","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137967717","display_name":"Ahmed Hadi Mahmood","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mahmood, Ahmed Hadi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121279599","display_name":"Lara Mwafaq","orcid":"https://orcid.org/0000-0002-7769-6005","observed_orcids":["https://orcid.org/0000-0002-7769-6005"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mwafaq, Lara","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137928553","display_name":"Ban Safir Al-Shammari","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Al-Shammari, Ban Safir","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119265933","display_name":"Abbas Nuaithal Nema","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nema, Abbas Nuaithal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137972582","display_name":"Adil Abbas Majeed","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Majeed, Adil Abbas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5110311370","display_name":"Abdullah Abed Hussein","orcid":"https://orcid.org/0009-0009-5870-6309","observed_orcids":["https://orcid.org/0009-0009-5870-6309"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hussein, Abdullah Abed","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":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.4641000032424927,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.4641000032424927,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.1509000062942505,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T13344","display_name":"Industrial Automation and Control Systems","score":0.13529999554157257,"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/visual-analytics-dashboard","display_name":"visual analytics dashboard","score":0.9860000014305115},{"id":"https://openalex.org/keywords/real-time-monitoring","display_name":"real-time monitoring","score":0.9750000238418579},{"id":"https://openalex.org/keywords/industrial-machinery","display_name":"industrial machinery","score":0.9850000143051147},{"id":"https://openalex.org/keywords/iot-sensors","display_name":"IoT sensors","score":0.7870000004768372},{"id":"https://openalex.org/keywords/edge-analytics","display_name":"edge analytics","score":0.9779999852180481},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.9070000052452087},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"predictive maintenance","score":0.9470000267028809},{"id":"https://openalex.org/keywords/industry-4-0","display_name":"Industry 4.0","score":0.921999990940094},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"smart manufacturing","score":0.7799999713897705},{"id":"https://openalex.org/keywords/statistical-thresholding","display_name":"statistical thresholding","score":0.7250000238418579},{"id":"https://openalex.org/keywords/latency-reduction","display_name":"latency reduction","score":0.5899999737739563},{"id":"https://openalex.org/keywords/usability-evaluation","display_name":"usability evaluation","score":0.5960000157356262},{"id":"https://openalex.org/keywords/edge-gateway","display_name":"edge gateway","score":0.8330000042915344}],"concepts":[{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.8309999704360962},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6184999942779541},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6171000003814697},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6162999868392944},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.5874999761581421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5796999931335449},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5564000010490417},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5019000172615051},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4498000144958496},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.41339999437332153},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37450000643730164},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.3626999855041504},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34369999170303345},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.32829999923706055},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3222000002861023},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3206000030040741},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.30559998750686646},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.2957000136375427},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C110593043","wikidata":"https://www.wikidata.org/wiki/Q7300787","display_name":"Real-time data","level":2,"score":0.2865999937057495},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.2818000018596649},{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C200749887","wikidata":"https://www.wikidata.org/wiki/Q1165574","display_name":"System monitoring","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.262800008058548},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26100000739097595}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25673/123739","doi":"https://doi.org/10.25673/123739","is_oa":true,"landing_page_url":"https://doi.org/10.25673/123739","pdf_url":null,"source":{"id":"https://openalex.org/S4306401651","display_name":"Digitalen Hochschulbibliothek Sachsen-Anhalt (Universit\u00e4ts- und Landesbibliothek Sachsen-Anhalt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210122374","host_organization_name":"Universit\u00e4ts Frauenklinik","host_organization_lineage":["https://openalex.org/I4210122374"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Other"}],"best_oa_location":{"id":"doi:10.25673/123739","doi":"https://doi.org/10.25673/123739","is_oa":true,"landing_page_url":"https://doi.org/10.25673/123739","pdf_url":null,"source":{"id":"https://openalex.org/S4306401651","display_name":"Digitalen Hochschulbibliothek Sachsen-Anhalt (Universit\u00e4ts- und Landesbibliothek Sachsen-Anhalt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210122374","host_organization_name":"Universit\u00e4ts Frauenklinik","host_organization_lineage":["https://openalex.org/I4210122374"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Other"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7222959442","https://openalex.org/W7160304045","https://openalex.org/W2807091536","https://openalex.org/W7125181493","https://openalex.org/W3015950022","https://openalex.org/W7155518849","https://openalex.org/W7160440763","https://openalex.org/W7170035015","https://openalex.org/W7162458509","https://openalex.org/W7156005845"],"abstract_inverted_index":{"The":[0,36,155,179],"current":[1],"paper":[2],"is":[3,133,166,169],"the":[4,15,21,25,29,41,52,96,142,151,175,212],"design":[5],"and":[6,32,48,57,65,80,87,95,102,116,147,161,186,207],"implementation":[7,206],"of":[8,24,51,144,153,192,203],"a":[9,45,134,183],"Visual":[10],"Analytics":[11],"Dashboard":[12],"to":[13,71,92,109,123],"monitor":[14],"industrial":[16],"equipment":[17],"in":[18,83,119,137,141,150,171,174,189,194,211],"real-time,":[19],"combining":[20],"data":[22],"streams":[23],"IoT-based":[26],"sensor":[27,61],"with":[28,44],"edge":[30,63,159],"analytics":[31],"machine":[33],"learning":[34,89],"engine.":[35],"suggested":[37],"system":[38],"will":[39],"provide":[40],"maintenance":[42,173],"teams":[43],"high-resolution":[46],"dashboard":[47,97,107],"enables":[49],"visualization":[50,187],"live":[53],"data,":[54],"anomaly":[55,145],"detection,":[56,146],"human-in-the-loop":[58],"interaction.":[59],"A":[60],"emulator,":[62],"gateway":[64],"Python-based":[66],"ML":[67],"engine":[68],"were":[69],"created":[70],"form":[72],"an":[73],"experimental":[74],"testbed,":[75],"which":[76,165],"recorded":[77],"vibration,":[78],"voltage,":[79],"temperature":[81],"measurements":[82],"real-time.":[84],"Statistical":[85],"thresholding":[86],"pattern":[88],"are":[90],"used":[91],"detect":[93],"anomalies,":[94],"includes":[98],"interactive":[99],"zooming,":[100],"annotation,":[101],"alert":[103],"recognition":[104],"features.The":[105],"proposed":[106],"proves":[108],"be":[110],"much":[111],"more":[112,114,117],"responsive,":[113],"usable":[115],"successful":[118],"detecting":[120],"anomalies":[121],"compared":[122],"traditional":[124],"SCADA-based":[125],"systems.":[126],"Compared":[127],"performance":[128],"analysis":[129],"indicates":[130],"that":[131],"there":[132],"47%":[135],"decrease":[136],"latency,":[138],"16%":[139],"improvement":[140,149],"accuracy":[143],"38%":[148],"score":[152],"usability.":[154],"architecture":[156],"encourages":[157],"scalability,":[158],"processing,":[160],"operator-oriented":[162],"feedback":[163],"loops,":[164],"why":[167],"it":[168],"feasible":[170],"predictive":[172],"Industry":[176],"4.0":[177],"environment.":[178],"study":[180],"makes":[181],"available":[182],"repeatable":[184],"framework":[185],"modal":[188],"real-time":[190],"monitoring":[191],"conditions":[193],"smart":[195],"manufacturing.":[196],"Additional":[197],"enhancements":[198],"can":[199],"include":[200],"adaptive":[201],"model":[202],"learning,":[204],"cross-platform":[205],"NLP-based":[208],"operator":[209],"suggestions":[210],"future.":[213]},"counts_by_year":[],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2026-06-06T00:00:00"}