{"id":"https://openalex.org/W4411688024","doi":"https://doi.org/10.1109/access.2025.3582855","title":"CAE Neural Network and Reverse-Time Localization Imaging Method for Picking of Downhole Fracturing Microseismic Signal","display_name":"CAE Neural Network and Reverse-Time Localization Imaging Method for Picking of Downhole Fracturing Microseismic Signal","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411688024","doi":"https://doi.org/10.1109/access.2025.3582855"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3582855","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3582855","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3582855","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100392067","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-7215-7627"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Shanxi Geophysical and Geochemical Prospecting Institute, Yuncheng, China"],"affiliations":[{"raw_affiliation_string":"Shanxi Geophysical and Geochemical Prospecting Institute, Yuncheng, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048438493","display_name":"Lin Ting-ting","orcid":"https://orcid.org/0009-0004-1269-7359"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Lin","raw_affiliation_strings":["College of Mining Engineering, Taiyuan University of Technology, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, Taiyuan University of Technology, Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101006719","display_name":"Chaoqun Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoqun Shi","raw_affiliation_strings":["College of Mining Engineering, Taiyuan University of Technology, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, Taiyuan University of Technology, Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100392067"],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20596451,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"152566","last_page":"152581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9337000250816345,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9211999773979187,"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/microseism","display_name":"Microseism","score":0.9134063720703125},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5930449962615967},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5828523635864258},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4943389892578125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4562971591949463},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4257199466228485},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.33396613597869873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17072173953056335},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.06602835655212402},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.06436538696289062}],"concepts":[{"id":"https://openalex.org/C7266685","wikidata":"https://www.wikidata.org/wiki/Q1303250","display_name":"Microseism","level":2,"score":0.9134063720703125},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5930449962615967},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5828523635864258},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4943389892578125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4562971591949463},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4257199466228485},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.33396613597869873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17072173953056335},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.06602835655212402},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.06436538696289062},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3582855","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3582855","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8208ced300d640b985d30f7032bc8db2","is_oa":true,"landing_page_url":"https://doaj.org/article/8208ced300d640b985d30f7032bc8db2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 152566-152581 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3582855","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3582855","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1825561247","https://openalex.org/W1987393552","https://openalex.org/W1989272690","https://openalex.org/W2077191318","https://openalex.org/W2116258620","https://openalex.org/W2126311075","https://openalex.org/W2137972163","https://openalex.org/W2142635246","https://openalex.org/W2170476175","https://openalex.org/W2262130705","https://openalex.org/W2280554568","https://openalex.org/W2528961483","https://openalex.org/W2533471832","https://openalex.org/W2554444069","https://openalex.org/W2758816065","https://openalex.org/W2888525203","https://openalex.org/W2899807231","https://openalex.org/W3048385479","https://openalex.org/W3090377106","https://openalex.org/W4390687928","https://openalex.org/W4391814622"],"related_works":["https://openalex.org/W4211018995","https://openalex.org/W2126967451","https://openalex.org/W2031302457","https://openalex.org/W2144325169","https://openalex.org/W2065755596","https://openalex.org/W4394774899","https://openalex.org/W2365313582","https://openalex.org/W2026548759","https://openalex.org/W3150551298","https://openalex.org/W2358889275"],"abstract_inverted_index":{"Effective":[0],"surface-based":[1],"monitoring":[2,22],"of":[3,44,52,94,134],"microseismic":[4,45,81,89,95,123],"signals":[5,124],"generated":[6],"by":[7],"hydraulic":[8],"fracturing":[9],"in":[10,143],"drilling":[11],"holds":[12],"significant":[13],"importance":[14],"for":[15,80],"increasing":[16],"oil":[17],"and":[18,49,69,110,121,138,141],"gas":[19],"production.":[20],"Microseismic":[21],"methods":[23],"based":[24,98],"on":[25,85,99],"travel":[26,47],"time":[27],"analysis":[28],"are":[29],"widely":[30],"used,":[31],"but":[32],"real-world":[33],"observational":[34],"data":[35],"often":[36],"contain":[37],"substantial":[38],"noise,":[39],"which":[40],"limits":[41],"accurate":[42],"picking":[43],"signal":[46],"times":[48],"precise":[50],"localization":[51,96,102,133],"seismic":[53,136],"sources.":[54],"To":[55],"address":[56],"this,":[57],"this":[58,116],"paper":[59],"integrates":[60],"the":[61,86,100],"Continuous":[62],"Wavelet":[63],"Transform":[64],"(CWT),":[65],"Convolutional":[66],"Autoencoder":[67],"(CAE),":[68],"K-means":[70],"clustering":[71],"algorithm":[72],"to":[73],"establish":[74],"a":[75,91],"CAE":[76],"neural":[77],"network":[78],"model":[79],"waveform":[82],"picking.":[83],"Building":[84],"obtained":[87],"high-precision":[88],"signals,":[90],"preliminary":[92],"test":[93],"imaging":[97],"reverse-time":[101],"principle":[103],"was":[104],"conducted.":[105],"Results":[106],"from":[107],"simulation":[108],"experiments":[109],"initial":[111],"practical":[112],"applications":[113],"demonstrate":[114],"that":[115],"method":[117],"can":[118],"distinguish":[119],"high-":[120],"low-frequency":[122],"under":[125],"low":[126],"signal-to-noise":[127],"ratio":[128],"(SNR)":[129],"conditions,":[130],"enables":[131],"simultaneous":[132],"multiple":[135],"sources,":[137],"exhibits":[139],"adaptability":[140],"robustness":[142],"strong-noise":[144],"environments.":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}