{"id":"https://openalex.org/W4312973263","doi":"https://doi.org/10.1109/tie.2022.3222658","title":"Development of Robust On-Demand Droplet Generation System Using 3-D Image Reconstruction as Feedback","display_name":"Development of Robust On-Demand Droplet Generation System Using 3-D Image Reconstruction as Feedback","publication_year":2022,"publication_date":"2022-11-21","ids":{"openalex":"https://openalex.org/W4312973263","doi":"https://doi.org/10.1109/tie.2022.3222658"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2022.3222658","doi":"https://doi.org/10.1109/tie.2022.3222658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2022.3222658","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5029202396","display_name":"Xiudong Duan","orcid":"https://orcid.org/0000-0002-1469-3202","observed_orcids":["https://orcid.org/0000-0002-1469-3202"]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiudong Duan","raw_affiliation_strings":["School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1469-3202","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039613883","display_name":"Zhou Zheng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Zheng","raw_affiliation_strings":["School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103065290","display_name":"Yingdong Luo","orcid":"https://orcid.org/0000-0003-1781-9015","observed_orcids":["https://orcid.org/0000-0003-1781-9015"]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingdong Luo","raw_affiliation_strings":["School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tianshu Dong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianshu Dong","raw_affiliation_strings":["School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073142923","display_name":"Yuanyuan Huang","orcid":"https://orcid.org/0000-0002-4766-6972","observed_orcids":["https://orcid.org/0000-0002-4766-6972"]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Huang","raw_affiliation_strings":["School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4766-6972","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101589174","display_name":"Yani Li","orcid":"https://orcid.org/0000-0003-2726-0681","observed_orcids":["https://orcid.org/0000-0003-2726-0681"]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yani Li","raw_affiliation_strings":["School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018306500","display_name":"Xin Tu","orcid":"https://orcid.org/0000-0001-5090-0304","observed_orcids":["https://orcid.org/0000-0001-5090-0304"]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Tu","raw_affiliation_strings":["School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5090-0304","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020661480","display_name":"Chaolong Song","orcid":"https://orcid.org/0000-0002-2748-6448","observed_orcids":["https://orcid.org/0000-0002-2748-6448"]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaolong Song","raw_affiliation_strings":["School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-2748-6448","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":0.5209,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.48814391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"70","issue":"10","first_page":"10700","last_page":"10709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12452","display_name":"Electrowetting and Microfluidic Technologies","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11382","display_name":"Fluid Dynamics and Heat Transfer","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/droplet-volume-measurement","display_name":"droplet volume measurement","score":0.8669999837875366},{"id":"https://openalex.org/keywords/quantitative-phase-imaging","display_name":"quantitative phase imaging","score":0.9129999876022339},{"id":"https://openalex.org/keywords/3d-image-reconstruction","display_name":"3D image reconstruction","score":0.9480000138282776},{"id":"https://openalex.org/keywords/feedback-control","display_name":"feedback control","score":0.7459999918937683},{"id":"https://openalex.org/keywords/microfluidics","display_name":"microfluidics","score":0.8169999718666077},{"id":"https://openalex.org/keywords/droplet-microfluidics","display_name":"droplet microfluidics","score":0.6439999938011169}],"concepts":[{"id":"https://openalex.org/C8673954","wikidata":"https://www.wikidata.org/wiki/Q138845","display_name":"Microfluidics","level":2,"score":0.7978333234786987},{"id":"https://openalex.org/C2983523559","wikidata":"https://www.wikidata.org/wiki/Q410657","display_name":"On demand","level":2,"score":0.6357046961784363},{"id":"https://openalex.org/C195065555","wikidata":"https://www.wikidata.org/wiki/Q214881","display_name":"Curvature","level":2,"score":0.5682939291000366},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5488295555114746},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5131481289863586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42679959535598755},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4243546724319458},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4121791422367096},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.35480979084968567},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3490990400314331},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.3017125725746155},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23643705248832703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1083134114742279},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2022.3222658","doi":"https://doi.org/10.1109/tie.2022.3222658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2022.3222658","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1452069774","display_name":null,"funder_award_id":"61804138","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1186294757","https://openalex.org/W1965001972","https://openalex.org/W1967411109","https://openalex.org/W1979859011","https://openalex.org/W1985899832","https://openalex.org/W2005844927","https://openalex.org/W2027362270","https://openalex.org/W2040574895","https://openalex.org/W2068047791","https://openalex.org/W2087927509","https://openalex.org/W2103796385","https://openalex.org/W2105626021","https://openalex.org/W2121123596","https://openalex.org/W2121550193","https://openalex.org/W2139917231","https://openalex.org/W2142423992","https://openalex.org/W2171863450","https://openalex.org/W2253102388","https://openalex.org/W2301002291","https://openalex.org/W2401213926","https://openalex.org/W2548144690","https://openalex.org/W2608905882","https://openalex.org/W2751675990","https://openalex.org/W2794680184","https://openalex.org/W2805970882","https://openalex.org/W2900078538","https://openalex.org/W2912012941","https://openalex.org/W3008995826","https://openalex.org/W3015602036","https://openalex.org/W3037892143","https://openalex.org/W3047887841","https://openalex.org/W3106577415","https://openalex.org/W3125904294","https://openalex.org/W3141990370","https://openalex.org/W4200359978","https://openalex.org/W4248033625"],"related_works":["https://openalex.org/W4318310340","https://openalex.org/W4224262773","https://openalex.org/W4413458033","https://openalex.org/W2088086901","https://openalex.org/W4412653986","https://openalex.org/W2524115130","https://openalex.org/W4386824903","https://openalex.org/W4296006252","https://openalex.org/W3124044186","https://openalex.org/W2369213732"],"abstract_inverted_index":{"Droplet-based":[0],"microfluidics":[1],"is":[2,33],"an":[3,65],"emerging":[4],"interdisciplinary":[5],"field":[6],"with":[7,13,23,129,151],"broad":[8],"applications.":[9],"On-demand":[10],"droplet":[11,39,57,72,87,119,132,148],"generation":[12,133],"precise":[14,116],"size":[15],"allows":[16],"performing":[17],"sensitive":[18],"detection":[19,109],"and":[20,26,62,144,154],"quantitative":[21,102],"analysis":[22],"high":[24],"throughput":[25],"separate":[27],"units,":[28],"while":[29],"the":[30,35,38,51,56,71,83,90,98,107],"essential":[31],"precondition":[32],"characterizing":[34],"volume":[36,120],"of":[37,55,86,100,110,118,146],"accurately.":[40],"Generally,":[41],"fluorescence":[42],"or":[43,53,159],"bright-field":[44],"imaging":[45,104],"can":[46,122,140],"be":[47],"adopted":[48],"to":[49,68,78,113,156],"provide":[50,114],"length":[52],"width":[54],"from":[58],"two-dimensional":[59],"(2-D)":[60],"images,":[61],"then":[63],"derive":[64],"idealized":[66],"model":[67],"approximately":[69],"estimate":[70],"volume,":[73],"which":[74,162],"would":[75],"always":[76],"lead":[77],"steady-state":[79],"errors":[80],"by":[81],"ignoring":[82],"irregular":[84],"curvature":[85],"surface":[88],"in":[89,168],"depth":[91],"direction.":[92],"In":[93],"this":[94],"article,":[95],"we":[96],"propose":[97],"usage":[99],"real-time":[101],"phase":[103],"technique":[105],"for":[106],"3-D":[108],"flowing":[111],"droplets":[112],"a":[115,130,165],"measurement":[117],"that":[121,136],"serve":[123],"as":[124],"feedback":[125],"signal.":[126],"Comparative":[127],"experiments":[128],"passive":[131],"system":[134],"confirm":[135],"our":[137],"proposed":[138],"method":[139],"offer":[141],"higher":[142],"accuracy":[143],"monodispersity":[145],"on-demand":[147],"generation,":[149],"together":[150],"enhanced":[152],"stability":[153],"anti-interference":[155],"resist":[157],"internal":[158],"external":[160],"perturbations,":[161],"could":[163],"promise":[164],"predictable":[166],"outcome":[167],"many":[169],"microfluidics-based":[170],"systems.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-01-05T00:00:00"}
