SG11202102671VA - Method and apparatus for monitoring operating data of boiler based on bayesian network - Google Patents

Method and apparatus for monitoring operating data of boiler based on bayesian network

Info

Publication number
SG11202102671VA
SG11202102671VA SG11202102671VA SG11202102671VA SG11202102671VA SG 11202102671V A SG11202102671V A SG 11202102671VA SG 11202102671V A SG11202102671V A SG 11202102671VA SG 11202102671V A SG11202102671V A SG 11202102671VA SG 11202102671V A SG11202102671V A SG 11202102671VA
Authority
SG
Singapore
Prior art keywords
operating data
bayesian network
monitoring operating
boiler based
boiler
Prior art date
Application number
SG11202102671VA
Other languages
English (en)
Inventor
Jie Yang
Original Assignee
Ennew Digital Technology Co Ltd
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 Ennew Digital Technology Co Ltd filed Critical Ennew Digital Technology Co Ltd
Publication of SG11202102671VA publication Critical patent/SG11202102671VA/en

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M99/00—Subject matter not provided for in other groups of this subclass
    • G01M99/005—Testing of complete machines, e.g. washing-machines or mobile phones
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F22—STEAM GENERATION
    • F22B—METHODS OF STEAM GENERATION; STEAM BOILERS
    • F22B35/00—Control systems for steam boilers
    • F22B35/18—Applications of computers to steam boiler control
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • Algebra (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Computational Linguistics (AREA)
  • Combustion & Propulsion (AREA)
  • Thermal Sciences (AREA)
  • Mechanical Engineering (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Automation & Control Theory (AREA)
  • Computer Hardware Design (AREA)
  • Geometry (AREA)
  • Chemical & Material Sciences (AREA)
  • Testing And Monitoring For Control Systems (AREA)
SG11202102671VA 2018-10-22 2019-09-25 Method and apparatus for monitoring operating data of boiler based on bayesian network SG11202102671VA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811227347.4A CN109523027B (zh) 2018-10-22 2018-10-22 一种基于贝叶斯网络的锅炉运行数据监测方法和装置
PCT/CN2019/107944 WO2020082972A1 (zh) 2018-10-22 2019-09-25 一种基于贝叶斯网络的锅炉运行数据监测方法和装置

Publications (1)

Publication Number Publication Date
SG11202102671VA true SG11202102671VA (en) 2021-04-29

Family

ID=65772785

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202102671VA SG11202102671VA (en) 2018-10-22 2019-09-25 Method and apparatus for monitoring operating data of boiler based on bayesian network

Country Status (6)

Country Link
US (1) US20210262900A1 (zh)
EP (1) EP3822868A4 (zh)
JP (1) JP7344960B2 (zh)
CN (1) CN109523027B (zh)
SG (1) SG11202102671VA (zh)
WO (1) WO2020082972A1 (zh)

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Publication number Priority date Publication date Assignee Title
CN109523027B (zh) * 2018-10-22 2021-01-05 新智数字科技有限公司 一种基于贝叶斯网络的锅炉运行数据监测方法和装置
CN111061149B (zh) * 2019-07-01 2022-08-02 浙江恒逸石化有限公司 基于深度学习预测控制优化的循环流化床节煤降耗的方法
CN111122199A (zh) * 2019-12-31 2020-05-08 新奥数能科技有限公司 一种锅炉故障诊断方法及装置
CN113444851A (zh) * 2021-06-28 2021-09-28 中冶赛迪重庆信息技术有限公司 一种高炉冷却壁水温差检测系统、方法、介质及电子终端
CN116383612B (zh) * 2023-06-07 2023-09-01 浙江天铂云科光电股份有限公司 基于温度数据的电力设备部件框的检测补全方法

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US4027145A (en) * 1973-08-15 1977-05-31 John P. McDonald Advanced control system for power generation
CN101436057A (zh) * 2008-12-18 2009-05-20 浙江大学 数控机床热误差贝叶斯网络补偿方法
CN102063625B (zh) * 2010-12-10 2012-12-26 浙江大学 一种用于多视角下多目标追踪的改进型粒子滤波方法
AU2011265563B2 (en) * 2010-12-24 2016-09-22 Commonwealth Scientific And Industrial Research Organisation System and method for detecting and/or diagnosing faults in multi-variable systems
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CN104238516B (zh) * 2014-09-15 2017-10-13 厦门大学 一种锅炉系统设备状态监测方法
CN104865956B (zh) * 2015-03-27 2017-07-07 重庆大学 一种基于贝叶斯网络的复杂系统中传感器故障诊断方法
US20180136995A1 (en) * 2015-05-13 2018-05-17 Sikorsky Aircraft Corporation Integrated model for failure diagnosis and prognosis
WO2016188587A1 (en) * 2015-05-28 2016-12-01 Hewlett-Packard Development Company, L P Linking datasets
CN105117772B (zh) * 2015-09-02 2017-10-27 电子科技大学 一种多状态系统可靠性模型的参数估计方法
CN105548764B (zh) * 2015-12-29 2018-11-06 山东鲁能软件技术有限公司 一种电力设备故障诊断方法
CN105718717A (zh) * 2016-01-12 2016-06-29 叶翔 利用贝叶斯网络算法建立锅炉燃烧过程模型的方法和装置
CN105913124B (zh) * 2016-04-08 2018-08-24 北京航空航天大学 基于贝叶斯网络及基层数据的系统健康状态预测方法
CN107194026B (zh) * 2017-04-17 2021-03-23 中国大唐集团科学技术研究院有限公司火力发电技术研究所 基于贝叶斯网络的吸收塔脱硫过程建模方法
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CN109523027B (zh) * 2018-10-22 2021-01-05 新智数字科技有限公司 一种基于贝叶斯网络的锅炉运行数据监测方法和装置

Also Published As

Publication number Publication date
JP7344960B2 (ja) 2023-09-14
EP3822868A4 (en) 2021-08-18
EP3822868A1 (en) 2021-05-19
CN109523027B (zh) 2021-01-05
WO2020082972A1 (zh) 2020-04-30
CN109523027A (zh) 2019-03-26
JP2022502737A (ja) 2022-01-11
US20210262900A1 (en) 2021-08-26

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