{"id":"https://openalex.org/W7213628760","doi":"https://doi.org/10.5281/zenodo.22840357","title":"A PROCESS-AWARE DATA PREPROCESSING AND TIME-DELAY IDENTIFICATION FRAMEWORK FOR CEMENT CLINKER ENERGY MONITORING","display_name":"A PROCESS-AWARE DATA PREPROCESSING AND TIME-DELAY IDENTIFICATION FRAMEWORK FOR CEMENT CLINKER ENERGY MONITORING","publication_year":2026,"publication_date":"2026-09-01","ids":{"openalex":"https://openalex.org/W7213628760","doi":"https://doi.org/10.5281/zenodo.22840357"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.22840357","doi":"https://doi.org/10.5281/zenodo.22840357","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22840357","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.22840357","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092388228","display_name":"Abror Turakulov","orcid":"https://orcid.org/0009-0001-5592-8290","observed_orcids":["https://orcid.org/0009-0001-5592-8290"]},"institutions":[{"id":"https://openalex.org/I4396570483","display_name":"Karshi State Technical University","ror":"https://ror.org/04xs15c78","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4396570483"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Abror, Turakulov","raw_affiliation_strings":["Senior Lecturer, Department of Industrial Information Technologies and Tourism, Karshi State Technical University, Shahrisabz, Uzbekistan"],"raw_orcid":"https://orcid.org/0009-0001-5592-8290","affiliations":[{"raw_affiliation_string":"Senior Lecturer, Department of Industrial Information Technologies and Tourism, Karshi State Technical University, Shahrisabz, Uzbekistan","institution_ids":["https://openalex.org/I4396570483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066289981","display_name":"Yakubov Maksadkhon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I21256249","display_name":"Tashkent University of Information Technology","ror":"https://ror.org/05987a729","country_code":"UZ","type":"education","lineage":["https://openalex.org/I21256249"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Maksadkhon, Yakubov","raw_affiliation_strings":["Professor, Department of Convergence of Digital Technologies, Tashkent University of Information"],"raw_orcid":"https://orcid.org/0009-0008-4483-4046","affiliations":[{"raw_affiliation_string":"Professor, Department of Convergence of Digital Technologies, Tashkent University of Information","institution_ids":["https://openalex.org/I21256249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025201700","display_name":"Zafar Turakulov","orcid":"https://orcid.org/0000-0002-8664-5306","observed_orcids":["https://orcid.org/0000-0002-8664-5306"]},"institutions":[{"id":"https://openalex.org/I4210136103","display_name":"Tashkent Chemical-Technological Institute","ror":"https://ror.org/045qcpw44","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4210136103"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Zafar, Turakulov","raw_affiliation_strings":["Associate Professor, PhD, Department of Automation and Digital Control, Tashkent Institute of Chemical * Corresponding author: webdastur@gmail.com"],"raw_orcid":"https://orcid.org/0000-0002-8664-5306","affiliations":[{"raw_affiliation_string":"Associate Professor, PhD, Department of Automation and Digital Control, Tashkent Institute of Chemical * Corresponding author: webdastur@gmail.com","institution_ids":["https://openalex.org/I4210136103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59448218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9945999979972839,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.0019000000320374966,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/cement-clinker-production","display_name":"cement clinker production","score":0.8539999723434448},{"id":"https://openalex.org/keywords/energy-monitoring","display_name":"energy consumption monitoring","score":0.8379999995231628},{"id":"https://openalex.org/keywords/calcination","display_name":"calcination","score":0.8029999732971191},{"id":"https://openalex.org/keywords/time-delay-estimation","display_name":"time delay estimation","score":0.7749999761581421},{"id":"https://openalex.org/keywords/data-preprocessing","display_name":"data preprocessing","score":0.902999997138977},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.6970000267028809},{"id":"https://openalex.org/keywords/hampel-filter","display_name":"Hampel filter","score":0.8270000219345093},{"id":"https://openalex.org/keywords/cross-correlation-function","display_name":"cross correlation function","score":0.7639999985694885},{"id":"https://openalex.org/keywords/mutual-information","display_name":"mutual information","score":0.9929999709129333},{"id":"https://openalex.org/keywords/energy-modeling","display_name":"energy modeling","score":0.3140000104904175}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5680000185966492},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5401999950408936},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5267000198364258},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.515500009059906},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5123999714851379},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5073999762535095},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4674000144004822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4081999957561493},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36559998989105225},{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.3321000039577484},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32179999351501465},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31839999556541443},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.31690001487731934},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3133000135421753},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.30250000953674316},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C175706884","wikidata":"https://www.wikidata.org/wiki/Q1130194","display_name":"Moving average","level":2,"score":0.29829999804496765},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.2971000075340271},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.2797999978065491},{"id":"https://openalex.org/C105192709","wikidata":"https://www.wikidata.org/wiki/Q189333","display_name":"Clinker (cement)","level":4,"score":0.2736999988555908},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C75778745","wikidata":"https://www.wikidata.org/wiki/Q342626","display_name":"Lag","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C202799725","wikidata":"https://www.wikidata.org/wiki/Q272035","display_name":"Accuracy and precision","level":2,"score":0.2572000026702881}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.22840357","doi":"https://doi.org/10.5281/zenodo.22840357","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22840357","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.22840358","doi":"https://doi.org/10.5281/zenodo.22840358","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22840358","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.5281/zenodo.22840357","doi":"https://doi.org/10.5281/zenodo.22840357","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22840357","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391306995","https://openalex.org/W4283801132","https://openalex.org/W7167062196","https://openalex.org/W6906633632","https://openalex.org/W7161124085","https://openalex.org/W4366377757","https://openalex.org/W4388279989","https://openalex.org/W2377134734","https://openalex.org/W2075540692","https://openalex.org/W4408556574"],"abstract_inverted_index":{"Reliable":[0],"energy":[1],"monitoring":[2],"in":[3,142],"cement":[4],"clinker":[5],"production":[6,13],"requires":[7],"distributed-control":[8],"signals,":[9,77],"laboratory":[10],"measurements,":[11],"and":[12,19,28,46,62,85,103,116,136,162,184],"records":[14],"to":[15,190],"be":[16],"physically":[17,66,170,185],"valid":[18],"temporally":[20],"aligned.":[21],"This":[22],"study":[23],"develops":[24],"a":[25,33,38,96,112,117,143,154],"process-aware":[26],"preprocessing":[27],"time-delay":[29],"identification":[30],"framework":[31,43],"for":[32,91],"20-variable":[34],"calcination":[35],"dataset":[36],"with":[37,74],"one-minute":[39],"sampling":[40],"interval.":[41],"The":[42,108,174],"integrates":[44],"unit":[45],"range":[47],"checks,":[48],"three-sigma":[49],"screening,":[50],"Hampel":[51,109],"verification,":[52],"duration-dependent":[53],"gap":[54],"treatment,":[55],"operating-regime":[56],"segmentation,":[57],"training-only":[58],"standardization,":[59],"first-difference":[60],"cross-correlation,":[61],"mutual-information":[63,151],"confirmation":[64],"within":[65,138],"admissible":[67,171],"lag":[68,172],"intervals.":[69],"A":[70],"controlled":[71],"9,000-point":[72],"benchmark":[73],"five":[75],"representative":[76],"0.8%":[78],"injected":[79],"spikes":[80],"of":[81,98,101,106,114,119,147,157,168,179],"5\u20139":[82],"standard":[83],"deviations,":[84],"2\u20135":[86],"min":[87,159],"gaps":[88],"was":[89],"used":[90],"verification.":[92],"Three-sigma":[93],"screening":[94],"achieved":[95,111],"precision":[97,118],"1.000,":[99],"recall":[100,113],"0.997,":[102],"F1":[104],"score":[105],"0.999.":[107],"detector":[110],"1.000":[115],"0.676,":[120],"additionally":[121],"identifying":[122],"171":[123],"legitimate":[124],"local":[125],"changes.":[126],"For":[127],"four":[128],"imposed":[129],"delays,":[130],"constrained":[131],"cross-correlation":[132],"recovered":[133],"three":[134],"exactly":[135],"one":[137],"1":[139],"min,":[140],"resulting":[141],"mean":[144,155],"absolute":[145],"error":[146,156],"0.25":[148],"min.":[149],"Unconstrained":[150],"maxima":[152],"yielded":[153],"25.5":[158],"under":[160],"weak":[161],"noisy":[163],"relationships,":[164],"highlighting":[165],"the":[166,177],"value":[167],"applying":[169],"constraints.":[173],"results":[175],"support":[176],"use":[178],"role-specific":[180],"anomaly":[181],"detection":[182],"methods":[183],"bounded":[186],"delay":[187],"estimation":[188],"prior":[189],"energy-model":[191],"identification.":[192]},"counts_by_year":[],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2026-09-20T00:00:00"}
