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SG11202002198TA - Thermography image processing with neural networks to identify corrosion under insulation (cui) - Google Patents

Thermography image processing with neural networks to identify corrosion under insulation (cui)

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Publication number
SG11202002198TA
SG11202002198TASG11202002198TASG11202002198TASG11202002198TASG 11202002198T ASG11202002198T ASG 11202002198TASG 11202002198T ASG11202002198T ASG 11202002198TASG 11202002198T ASG11202002198T ASG 11202002198TASG 11202002198T ASG11202002198T ASG 11202002198TA
Authority
SG
Singapore
Prior art keywords
cui
image processing
neural networks
corrosion under
under insulation
Prior art date
Application number
SG11202002198TA
Inventor
Ayman Amer
Ali Shehri
Brian Parrott
Mohammed Sarraj
Original Assignee
Saudi Arabian Oil Co
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Saudi Arabian Oil CofiledCriticalSaudi Arabian Oil Co
Publication of SG11202002198TApublicationCriticalpatent/SG11202002198TA/en

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SG11202002198TA2017-09-222018-09-20Thermography image processing with neural networks to identify corrosion under insulation (cui)SG11202002198TA (en)

Applications Claiming Priority (2)

Application NumberPriority DateFiling DateTitle
US15/712,490US10551297B2 (en)2017-09-222017-09-22Thermography image processing with neural networks to identify corrosion under insulation (CUI)
PCT/US2018/051865WO2019060490A1 (en)2017-09-222018-09-20Thermography image processing with neural networks to identify corrosion under insulation (cui)

Publications (1)

Publication NumberPublication Date
SG11202002198TAtrue SG11202002198TA (en)2020-04-29

Family

ID=63915349

Family Applications (1)

Application NumberTitlePriority DateFiling Date
SG11202002198TASG11202002198TA (en)2017-09-222018-09-20Thermography image processing with neural networks to identify corrosion under insulation (cui)

Country Status (8)

CountryLink
US (3)US10551297B2 (en)
EP (1)EP3685146B1 (en)
JP (1)JP6961806B2 (en)
KR (1)KR102578769B1 (en)
CN (1)CN111094956B (en)
SA (1)SA520411530B1 (en)
SG (1)SG11202002198TA (en)
WO (1)WO2019060490A1 (en)

Families Citing this family (57)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
WO2018176000A1 (en)2017-03-232018-09-27DeepScale, Inc.Data synthesis for autonomous control systems
US10473603B2 (en)*2017-04-182019-11-12Saudi Arabian Oil CompanyApparatus, system and method for inspecting composite structures using quantitative infra-red thermography
US11157441B2 (en)2017-07-242021-10-26Tesla, Inc.Computational array microprocessor system using non-consecutive data formatting
US11409692B2 (en)2017-07-242022-08-09Tesla, Inc.Vector computational unit
US11893393B2 (en)2017-07-242024-02-06Tesla, Inc.Computational array microprocessor system with hardware arbiter managing memory requests
US10671349B2 (en)2017-07-242020-06-02Tesla, Inc.Accelerated mathematical engine
US10551297B2 (en)2017-09-222020-02-04Saudi Arabian Oil CompanyThermography image processing with neural networks to identify corrosion under insulation (CUI)
CN111373416B (en)*2017-10-272024-01-23谷歌有限责任公司Enhancing neural network security through discrete neural network input
US12307350B2 (en)2018-01-042025-05-20Tesla, Inc.Systems and methods for hardware-based pooling
US11561791B2 (en)2018-02-012023-01-24Tesla, Inc.Vector computational unit receiving data elements in parallel from a last row of a computational array
US20190361466A1 (en)*2018-05-232019-11-28Raptor Maps, Inc.Real-time system and method for asset management using unmanned aerial systems and edge computing
JP7029060B2 (en)*2018-05-242022-03-03日本電信電話株式会社 Corrosion rate estimator and its method
US11215999B2 (en)2018-06-202022-01-04Tesla, Inc.Data pipeline and deep learning system for autonomous driving
US11106208B2 (en)*2018-07-102021-08-31Imam Abdulrahman Bin Faisal UniversityBuilding quality inspection system and inspection robot
US11361457B2 (en)2018-07-202022-06-14Tesla, Inc.Annotation cross-labeling for autonomous control systems
US11636333B2 (en)2018-07-262023-04-25Tesla, Inc.Optimizing neural network structures for embedded systems
US11562231B2 (en)2018-09-032023-01-24Tesla, Inc.Neural networks for embedded devices
IL316003A (en)2018-10-112024-11-01Tesla IncSystems and methods for training machine models with augmented data
US11196678B2 (en)2018-10-252021-12-07Tesla, Inc.QOS manager for system on a chip communications
US11816585B2 (en)2018-12-032023-11-14Tesla, Inc.Machine learning models operating at different frequencies for autonomous vehicles
US11537811B2 (en)2018-12-042022-12-27Tesla, Inc.Enhanced object detection for autonomous vehicles based on field view
US11610117B2 (en)2018-12-272023-03-21Tesla, Inc.System and method for adapting a neural network model on a hardware platform
US11100371B2 (en)*2019-01-022021-08-24Cognata Ltd.System and method for generating large simulation data sets for testing an autonomous driver
US11150664B2 (en)2019-02-012021-10-19Tesla, Inc.Predicting three-dimensional features for autonomous driving
US10997461B2 (en)2019-02-012021-05-04Tesla, Inc.Generating ground truth for machine learning from time series elements
US11567514B2 (en)2019-02-112023-01-31Tesla, Inc.Autonomous and user controlled vehicle summon to a target
US10956755B2 (en)2019-02-192021-03-23Tesla, Inc.Estimating object properties using visual image data
CN110232334A (en)*2019-05-262019-09-13天津大学A kind of steel construction corrosion recognition methods based on convolutional neural networks
US11112349B2 (en)*2019-07-162021-09-07Saudi Arabian Oil CompanyMetal loss determinations based on thermography machine learning approach for insulated structures
CN120500079A (en)2019-08-092025-08-15美光科技公司 Transistor and method of forming transistor
US11314906B2 (en)2019-08-122022-04-26Gulfstream Aerospace CorporationSystem and method for detecting defects in structures subject to repetitive stress
US11386541B2 (en)*2019-08-222022-07-12Saudi Arabian Oil CompanySystem and method for cyber-physical inspection and monitoring of nonmetallic structures
US20210056406A1 (en)*2019-08-222021-02-25Saudi Arabia Oil CompanyLocalized metal loss estimation across piping structure
WO2021050784A1 (en)*2019-09-112021-03-18Flir Systems AbHome inspection systems and methods
CA3160792A1 (en)*2019-12-062021-06-10Joshua PICKARDVirtual thermal camera imaging system
JP7188373B2 (en)*2019-12-112022-12-13トヨタ自動車株式会社 Data analysis system and data analysis method
WO2021133265A1 (en)*2019-12-272021-07-01Ptt Exploration And Production Public Company LimitedA method and system for predicting pipeline corrosion
CN111783564B (en)*2020-06-152024-05-14青岛众瑞智能仪器股份有限公司Method for rapidly detecting wearing safety of respiratory tract protective equipment
CN111929542B (en)*2020-07-032023-05-26北京国网富达科技发展有限责任公司Power equipment diagnosis method and system
KR102302541B1 (en)*2020-07-062021-09-16한국생산기술연구원System and method of defect inspection using transformation of label data based on deep learning
CN111921885A (en)*2020-08-052020-11-13东南数字经济发展研究院江山分院Intelligent detection method and device for wood door plate size
FR3113530B1 (en)*2020-08-192023-01-06Commissariat Energie Atomique Part characterization process by non-destructive testing
FR3113529B1 (en)*2020-08-192023-05-26Commissariat Energie Atomique Part characterization process by non-destructive testing
CN114513625A (en)*2020-11-162022-05-17中国石油化工股份有限公司Safety interlocking method, device and equipment for leakage of storage and tank area
CN112883219B (en)*2021-01-122023-06-13吴发献 A Naming Method for UAV Inspection Photos Based on Spatial Position
CN112819183A (en)*2021-01-292021-05-18广州中科智巡科技有限公司Algorithm and system for intelligently distinguishing heating defects of power transmission and distribution line
US11940083B2 (en)2021-06-152024-03-26Saudi Arabian Oil CompanyDetermining thermal conditions in a pipeline
US12085236B2 (en)2021-06-152024-09-10Saudi Arabian Oil CompanyDetermining thermal conditions in a pipeline
CN113780359A (en)*2021-08-162021-12-10佛山科学技术学院 Recognition method, device and readable storage medium of insulator in infrared image
US12217408B2 (en)*2022-01-112025-02-04Bentley Systems, IncorporatedSemantic deep learning and rule optimization for surface corrosion detection and evaluation
US12259377B2 (en)2022-04-052025-03-25Saudi Arabian Oil CompanyDetecting hydrocarbon fuels in lubrication oils
US12216041B2 (en)2022-05-312025-02-04Saudi Arabian Oil CompanyMethod to detect diesel in fluid samples using partially dissolvable cuvettes
CN116055411B (en)*2023-01-282024-11-12广州广哈通信股份有限公司 UPF data stream classification method, system, device and medium based on machine learning
US12298266B2 (en)2023-03-302025-05-13Saudi Arabian Oil CompanyChanges in resistivity of mesh-patterned polymer thin films coated with conductive traces used to detect hydrocarbon fuels hidden in paraffin-based lubrication oils
US12322078B2 (en)2023-06-012025-06-03Qeatech Inc.Method and system for detection and localization of thermal defects
CN116824294B (en)*2023-06-062025-08-22中南大学 A solder defect detection method and system based on small target recognition
CN118967670B (en)*2024-10-152025-03-11浙江理工大学 A parameter optimization method for electromagnetic induction detection based on multi-task learning model

Family Cites Families (42)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
JP3088571B2 (en)*1992-10-022000-09-18修作 朝比奈 Corrosion site detection method for piping and equipment covered with thermal insulation
US6123451A (en)*1997-03-172000-09-26Her Majesty The Queen In Right Of Canada, As Represented By The Administer For The Department Of Agiculture And Agri-Food (Afcc)Process for determining a tissue composition characteristic of an animal
US7724925B2 (en)*1999-12-022010-05-25Thermal Wave Imaging, Inc.System for generating thermographic images using thermographic signal reconstruction
US6712502B2 (en)2002-04-102004-03-30The United States Of America As Represented By The Administrator Of The National Aeronautics And Space AdministrationSynchronized electronic shutter system and method for thermal nondestructive evaluation
US7689003B2 (en)2006-03-202010-03-30Siemens Energy, Inc.Combined 2D and 3D nondestructive examination
EP2220433B1 (en)2007-11-272013-09-04Alstom Technology LtdMethod and device for burning hydrogen in a premix burner
JP5403575B2 (en)*2008-01-252014-01-29国立大学法人長岡技術科学大学 Environmental load concentration change judgment device
CA2743237C (en)*2008-10-222014-05-27International Electronic Machines Corp.Thermal imaging-based vehicle analysis
US8596861B2 (en)2008-11-062013-12-03Honeywell International IncMethod and system for detecting corrosion under insulation
US20100266790A1 (en)*2009-04-162010-10-21Grzegorz Jan KusinskiStructural Components for Oil, Gas, Exploration, Refining and Petrochemical Applications
US8204294B2 (en)*2009-11-252012-06-19Toyota Motor Engineering & Manufacturing North America, Inc.Systems and methods for detecting defects in coatings utilizing color-based thermal mismatch
US8810264B2 (en)*2010-09-032014-08-19Bp Corporation North America Inc.Methods and devices for sensing corrosion under insulation (CUI)
CN102054199A (en)*2010-12-312011-05-11中国人民解放军63983部队BP (Back Propagation) neural network algorithm based method for analyzing coating aging
CN102692429B (en)*2011-03-242013-10-30中国科学院沈阳自动化研究所Method for automatic identification and detection of defect in composite material
JP5957812B2 (en)*2011-06-212016-07-27住友大阪セメント株式会社 Electrostatic chuck device
JP5806568B2 (en)2011-09-262015-11-10川崎重工業株式会社 Underwater mobile inspection equipment and underwater inspection equipment
CN202419144U (en)*2011-12-302012-09-05淮阴工学院Virtual instrument-based underground steam pipeline leakage detection device
GB201303324D0 (en)*2013-02-252013-04-10Subterandt LtdPassive detection of deformation under coatings
US9857228B2 (en)*2014-03-252018-01-02Rosemount Inc.Process conduit anomaly detection using thermal imaging
US20160098824A1 (en)*2014-10-032016-04-07Tyco Electronics CorporationThree dimensional printing inspection apparatus and method
US9841512B2 (en)*2015-05-142017-12-12Kla-Tencor CorporationSystem and method for reducing radiation-induced false counts in an inspection system
CA2984572C (en)2015-05-152022-05-31Motion Metrics International CorpMethod and apparatus for locating a wear part in an image of an operating implement
US10460251B2 (en)*2015-06-192019-10-29Preferred Networks Inc.Cross-domain time series data conversion apparatus, methods, and systems
US10209175B2 (en)*2015-07-312019-02-19Micross Advanced Interconnect Technology LlcDetection of corrosion using dispersed embedded sensors
CN105205532A (en)*2015-08-262015-12-30芜湖市凯鑫避雷器有限责任公司Neural-network-genetic-algorithm-based optimization method of insulator with grading ring structure
NL1041592B9 (en)*2015-11-232017-10-16Beele Eng BvA multi-layered structure of at least a metal base-layer and a paint-based protective layer or a paste-based protective layer
US9519844B1 (en)*2016-01-222016-12-13The Boeing CompanyInfrared thermographic methods for wrinkle characterization in composite structures
CN205758148U (en)2016-02-022016-12-07嘉兴市舒福德电动床有限公司A kind of electric bed
WO2017151757A1 (en)2016-03-012017-09-08The United States Of America, As Represented By The Secretary, Department Of Health And Human ServicesRecurrent neural feedback model for automated image annotation
KR101688458B1 (en)*2016-04-272016-12-23디아이티 주식회사Image inspection apparatus for manufactured articles using deep neural network training method and image inspection method of manufactured articles thereby
GB2550395B (en)*2016-05-192020-08-12Hs Marston Aerospace LtdMethod and system for thermographic analysis
US20180104742A1 (en)*2016-10-182018-04-19General Electric CompanyMethod and system for thermographic inspection of additive manufactured parts
KR102233906B1 (en)*2016-10-192021-03-30주식회사 코글릭스 Inspection method and device
CN109804119B (en)*2016-12-302021-03-19同济大学 Detection method of crack development degree of asphalt pavement based on infrared thermal image analysis
US10473603B2 (en)*2017-04-182019-11-12Saudi Arabian Oil CompanyApparatus, system and method for inspecting composite structures using quantitative infra-red thermography
US10234848B2 (en)*2017-05-242019-03-19Relativity Space, Inc.Real-time adaptive control of additive manufacturing processes using machine learning
CN107067078A (en)*2017-05-312017-08-18江西制造职业技术学院A kind of metal corrosion test sample and test specimen automatic measure grading equipment and its ranking method
US10564108B2 (en)*2017-07-032020-02-18Saudi Arabian Oil CompanyApparatus and method for nondestructively inspecting fiberglass and nonmetallic pipes
US10550717B2 (en)*2017-07-262020-02-04General Electric CompanyThermal degradation monitoring system and method for monitoring thermal degradation of equipment
US10578565B2 (en)*2017-09-112020-03-03The Boeing CompanyX-ray inspection system for pipes
US10551297B2 (en)2017-09-222020-02-04Saudi Arabian Oil CompanyThermography image processing with neural networks to identify corrosion under insulation (CUI)
US10578175B2 (en)*2017-10-042020-03-03Schaeffler Technologies AG & Co. KGRadial wedge plate clutch

Also Published As

Publication numberPublication date
CN111094956A (en)2020-05-01
US10908068B2 (en)2021-02-02
SA520411530B1 (en)2024-05-27
US10551297B2 (en)2020-02-04
CN111094956B (en)2023-06-02
EP3685146A1 (en)2020-07-29
JP6961806B2 (en)2021-11-05
KR102578769B1 (en)2023-09-15
US20190094124A1 (en)2019-03-28
US20200355601A1 (en)2020-11-12
WO2019060490A1 (en)2019-03-28
EP3685146B1 (en)2023-02-22
US20200116625A1 (en)2020-04-16
US10768094B2 (en)2020-09-08
JP2021502543A (en)2021-01-28
KR20200060372A (en)2020-05-29

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