CN107121974B - 用于优化推荐的检修间隔的系统及方法 - Google Patents

用于优化推荐的检修间隔的系统及方法 Download PDF

Info

Publication number
CN107121974B
CN107121974B CN201710103981.6A CN201710103981A CN107121974B CN 107121974 B CN107121974 B CN 107121974B CN 201710103981 A CN201710103981 A CN 201710103981A CN 107121974 B CN107121974 B CN 107121974B
Authority
CN
China
Prior art keywords
determining
maintenance interval
operational
recommended maintenance
units
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
CN201710103981.6A
Other languages
English (en)
Chinese (zh)
Other versions
CN107121974A (zh
Inventor
P.B.小肯普
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
General Electric Company PLC
Original Assignee
General Electric 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 General Electric Co filed Critical General Electric Co
Publication of CN107121974A publication Critical patent/CN107121974A/zh
Application granted granted Critical
Publication of CN107121974B publication Critical patent/CN107121974B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/40—Testing power supplies
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06315—Needs-based resource requirements planning or analysis
    • 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
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0637—Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management
    • G06Q10/109—Time management, e.g. calendars, reminders, meetings or time accounting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/20—Administration of product repair or maintenance
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00—Systems supporting electrical power generation, transmission or distribution
    • Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Theoretical Computer Science (AREA)
  • Operations Research (AREA)
  • General Business, Economics & Management (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • Marketing (AREA)
  • Development Economics (AREA)
  • Data Mining & Analysis (AREA)
  • Game Theory and Decision Science (AREA)
  • Educational Administration (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Physics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Algebra (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Supply And Distribution Of Alternating Current (AREA)
CN201710103981.6A 2016-02-24 2017-02-24 用于优化推荐的检修间隔的系统及方法 Active CN107121974B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/052536 2016-02-24
US15/052,536 US20170242081A1 (en) 2016-02-24 2016-02-24 System and method for optimization of recommended service intervals

Publications (2)

Publication Number Publication Date
CN107121974A CN107121974A (zh) 2017-09-01
CN107121974B true CN107121974B (zh) 2021-09-24

Family

ID=58192106

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710103981.6A Active CN107121974B (zh) 2016-02-24 2017-02-24 用于优化推荐的检修间隔的系统及方法

Country Status (5)

Country Link
US (1) US20170242081A1 (https=)
EP (1) EP3211571A1 (https=)
JP (1) JP7053152B2 (https=)
KR (1) KR102799093B1 (https=)
CN (1) CN107121974B (https=)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150066431A1 (en) * 2013-08-27 2015-03-05 General Electric Company Use of partial component failure data for integrated failure mode separation and failure prediction
US10060358B2 (en) * 2016-04-19 2018-08-28 General Electric Company Compressor bleed valve health assessment systems and methods
JP6932580B2 (ja) 2017-08-04 2021-09-08 ソニーセミコンダクタソリューションズ株式会社 固体撮像素子
CN113287126A (zh) * 2019-01-15 2021-08-20 三菱电机株式会社 保养计划生成装置、保养计划生成方法以及保养计划生成程序
US11010222B2 (en) * 2019-08-29 2021-05-18 Sap Se Failure mode specific analytics using parametric models
US12218510B2 (en) * 2020-09-02 2025-02-04 Ge Infrastructure Technology Llc Load-sharing with interconnected power generation
US12198081B2 (en) * 2022-09-29 2025-01-14 Florida Power & Light Company Work order generation for power generation system

Family Cites Families (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4598668A (en) * 1985-01-09 1986-07-08 Energy Systems And Service Corp. Apparatus for efficiently controlling the operation of parallel boiler units
US5216612A (en) * 1990-07-16 1993-06-01 R. J. Reynolds Tobacco Company Intelligent computer integrated maintenance system and method
JP4056032B2 (ja) * 1999-10-27 2008-03-05 株式会社東芝 プラント機器管理装置
US7440906B1 (en) * 2001-09-04 2008-10-21 Accenture Global Services Gmbh Identification, categorization, and integration of unplanned maintenance, repair and overhaul work on mechanical equipment
US6834256B2 (en) * 2002-08-30 2004-12-21 General Electric Company Method and system for determining motor reliability
US20040193938A1 (en) * 2003-03-28 2004-09-30 Shah Rasiklal Punjalal Complex system serviceability method and apparatus
EP1528843A1 (de) * 2003-10-28 2005-05-04 Patent-Treuhand-Gesellschaft für elektrische Glühlampen mbH Verfahren zur Instandhaltung einer technischen Vorrichtung
US20090037206A1 (en) * 2007-07-31 2009-02-05 Brian Dara Byrne Method of forecasting maintenance of a machine
US20090254403A1 (en) * 2008-04-07 2009-10-08 Sinex Aviation Technologies Line maintenance manager
CN101408954A (zh) * 2008-05-12 2009-04-15 上海发电设备成套设计研究院 一种锅炉部件概率风险评价方法
WO2011080548A1 (en) * 2009-12-31 2011-07-07 Abb Research Ltd Method and control system for scheduling load of a power plant
US8712739B2 (en) * 2010-11-19 2014-04-29 General Electric Company System and method for hybrid risk modeling of turbomachinery
JP5718457B2 (ja) * 2011-05-13 2015-05-13 株式会社日立製作所 保守部品寿命予測システムおよび保守部品寿命予測方法
US20130041783A1 (en) * 2011-08-11 2013-02-14 General Electric Company System and method for dynamic spare part management
DE102011087423A1 (de) * 2011-11-30 2013-06-06 Lufthansa Technik Ag Wartungszyklus für ein Luftfahrzeug
US9563198B2 (en) * 2012-03-08 2017-02-07 General Electric Company Method and system to model risk of unplanned outages of power generation machine
CN103400209B (zh) * 2013-04-18 2016-05-18 国家电网公司 配电网检修实施方案优化方法
CN103559555B (zh) * 2013-10-29 2017-09-22 中航沈飞民用飞机有限责任公司 一种用于民用客机制造商优化其产品计划维修间隔的方法
US20150184549A1 (en) * 2013-12-31 2015-07-02 General Electric Company Methods and systems for enhancing control of power plant generating units
CN103745107B (zh) * 2014-01-10 2017-01-11 北京电子工程总体研究所 基于故障模式的装备基层级维修保障仿真系统构建方法
CN104318126A (zh) * 2014-11-18 2015-01-28 国家电网公司 一种继电保护最佳检修周期的计算方法
CN104636826A (zh) * 2015-01-27 2015-05-20 中国石油化工股份有限公司 一种炼油化工设备可靠性及维护策略的优化方法

Also Published As

Publication number Publication date
KR20170099790A (ko) 2017-09-01
JP2017151980A (ja) 2017-08-31
KR102799093B1 (ko) 2025-04-21
CN107121974A (zh) 2017-09-01
US20170242081A1 (en) 2017-08-24
JP7053152B2 (ja) 2022-04-12
EP3211571A1 (en) 2017-08-30

Similar Documents

Publication Publication Date Title
CN107121974B (zh) 用于优化推荐的检修间隔的系统及方法
CN107862463B (zh) 用于调度电厂的负载的方法和控制系统
Okoh et al. Predictive maintenance modelling for through-life engineering services
Abiri-Jahromi et al. An efficient mixed-integer linear formulation for long-term overhead lines maintenance scheduling in power distribution systems
JP4943653B2 (ja) 多事象同時発生時の競合する原因事象の確率及び／又はシステムアベイラビリティを決定するプロセス
Chen et al. A distributed framework for solving and benchmarking security constrained unit commitment with warm start
Hu et al. Risk based opportunistic maintenance model for complex mechanical systems
Haddad et al. An options approach for decision support of systems with prognostic capabilities
JP5591456B2 (ja) 経験に基づく確率論的な寿命診断プロセスを構築する方法及びシステム
Haddad et al. Using maintenance options to maximize the benefits of prognostics for wind farms
JP2017151980A5 (https=)
JP2021012504A (ja) 故障確率評価システムおよびその方法
US20130041783A1 (en) System and method for dynamic spare part management
WO2022038920A1 (ja) 需給計画作成方法および需給計画作成装置
Halme et al. Fault tree analysis for maintenance needs
Sheikhalishahi et al. Maintenance scheduling optimization in a multiple production line considering human error
Ding et al. Optimal spinning reserve allocation strategy under uncertainties and contingencies
CN117371662A (zh) 一种虚拟电厂调节能力的评估系统及其方法
CN117952564A (zh) 一种基于进度预测的排程模拟优化方法及系统
CN116384876A (zh) 基于维纳过程的备件动态库存-生产控制方法、系统及介质
Andrews et al. Predicting incident reports for it help desk
Fuzi et al. Development of Optimized Maintenance Scheduling Model for Coal-Fired Power Plant Boiler
Wakiru et al. Influence of maintenance and operations strategies on the availability of critical power plant equipment: A simulation approach.
Ami et al. Optimizing The Number Of Mechanic Crews And Heavy Equipment Replacement Rule Options To Reduce Heavy Equipment Unplanned Downtime, Enhance Heavy Equipment On Running, And Maximize Profit At PT. XYZ’s Construction Project
Morgenroth et al. Economie risk assessment for hydro plants using computer software

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
TR01 Transfer of patent right

Effective date of registration: 20240102

Address after: Swiss Baden

Patentee after: GENERAL ELECTRIC CO. LTD.

Address before: New York State, USA

Patentee before: General Electric Co.

TR01 Transfer of patent right