Predictive analytics and optimization for improved electric power network reliability and operation

[1]  R. Dekker,et al.  Opportunity-based age replacement: exponentially distributed times between opportunities , 1992 .

[2]  H.H. Zurn,et al.  Generator maintenance scheduling via successive approximations dynamic programming , 1975, IEEE Transactions on Power Apparatus and Systems.

[3]  R. Billinton,et al.  Composite system maintenance coordination in a deregulated environment , 2005, IEEE Transactions on Power Systems.

[4]  G.C. Stone,et al.  Condition-based maintenance for the electrical windings of large motors and generators , 1997, Conference Record of 1997 Annual Pulp and Paper Industry Technical Conference.

[5]  Jørn Vatn,et al.  Role of grouping in the development of an overall maintenance optimization framework for offshore wind turbines , 2012 .

[6]  Greg C. Stone,et al.  Continuous on-line partial discharge monitoring of generator stator windings , 1999 .

[7]  C. Richard Cassady,et al.  Selective maintenance for support equipment involving multiple maintenance actions , 2001, Eur. J. Oper. Res..

[8]  J.F. Dopazo,et al.  Optimal generator maintenance scheduling using integer programming , 1975, IEEE Transactions on Power Apparatus and Systems.

[9]  Clyde V. Maughan,et al.  Vibration detection instrumentation for turbine-generator stator endwindings , 2009, 2009 IEEE Electrical Insulation Conference.

[10]  M. Morozowski,et al.  Transmission constrained maintenance scheduling of generating units: a stochastic programming approach , 1995 .

[11]  Peter Tavner,et al.  Monitoring generators and large motors , 1986 .

[12]  A. Elwany,et al.  Real-Time Estimation of Mean Remaining Life Using Sensor-Based Degradation Models , 2009 .

[13]  Peter Tavner,et al.  Review of condition monitoring of rotating electrical machines , 2008 .

[14]  Idriss El-Thalji,et al.  On the operation and maintenance practices of wind power asset , 2012 .

[15]  A. A. El-Keib,et al.  Maintenance scheduling of generation and transmission systems using fuzzy evolutionary programming , 2003 .

[16]  Toshio Nakagawa A Modified Block Replacement with Two Variables , 1982, IEEE Transactions on Reliability.

[17]  Xifan Wang,et al.  A Competitive Mechanism of Unit Maintenance Scheduling in a Deregulated Environment , 2010, IEEE Transactions on Power Systems.

[18]  S. M. Shahidehpour,et al.  A probabilistic approach to generation maintenance scheduler with network constraints , 1999 .

[19]  Salih O. Duffuaa,et al.  A Tabu search algorithm for maintenance scheduling of generating units , 2000 .

[20]  Peter Tavner,et al.  Reliability of wind turbine subassemblies , 2009 .

[21]  Yi-Guang Li,et al.  Gas turbine performance prognostic for condition-based maintenance , 2009 .

[22]  K. Fischer,et al.  A Model for the Optimization of the Maintenance Support Organization for Offshore Wind Farms , 2013, IEEE Transactions on Sustainable Energy.

[23]  K. Kimura,et al.  New noise rejection techniques on pulse-by-pulse basis for on-line partial discharge measurement of turbine generators , 1996 .

[24]  George J. Anders,et al.  Probabilistic evaluation of the effect of maintenance on reliability. An application [to power systems] , 1998 .

[25]  J. Kapler,et al.  Stator winding monitoring , 1998 .

[26]  Nagi Gebraeel,et al.  Sensory-Updated Residual Life Distributions for Components With Exponential Degradation Patterns , 2006, IEEE Transactions on Automation Science and Engineering.

[27]  Mitsuo Gen,et al.  A method for maintenance scheduling using GA combined with SA , 1994 .

[28]  M. Shahidehpour,et al.  Coordination of Midterm Outage Scheduling With Short-Term Security-Constrained Unit Commitment , 2009, IEEE Transactions on Power Systems.

[29]  Andrew T. Brint,et al.  A structured approach to Asset Management within the electricity industry , 1999 .

[30]  Andres Ramos,et al.  Goal programming approach to maintenance scheduling of generating units in large scale power systems , 1999 .

[31]  Y. Han,et al.  Condition Monitoring Techniques for Electrical Equipment: A Literature Survey , 2002, IEEE Power Engineering Review.

[32]  Peter Tavner,et al.  Survey of commercially available condition monitoring systems for wind turbines. , 2014 .

[33]  Xitong Zheng,et al.  Hazard-rate tolerance method for an opportunistic-replacement policy , 1992 .

[34]  C. Hudon,et al.  Partial discharge signal interpretation for generator diagnostics , 2005, IEEE Transactions on Dielectrics and Electrical Insulation.

[35]  T. A. Harris,et al.  Rolling Bearing Analysis , 1967 .

[36]  C. Singh,et al.  Reliability Modeling and Simulation in Power Systems With Aging Characteristics , 2010, IEEE Transactions on Power Systems.

[37]  Rong Li,et al.  Residual-life distributions from component degradation signals: A Bayesian approach , 2005 .

[38]  A.J. Conejo,et al.  Generation maintenance scheduling in restructured power systems , 2005, IEEE Transactions on Power Systems.

[39]  Enrico Zio,et al.  A data-driven fuzzy approach for predicting the remaining useful life in dynamic failure scenarios of a nuclear system , 2010, Reliab. Eng. Syst. Saf..

[40]  Daoud Ait Kadi,et al.  Optimal block replacement policies with multiple choice at failure , 1988 .

[41]  Yu Ding,et al.  Supplement to : Optimal Maintenance Strategies for Wind Turbine Systems Under Stochastic Weather Conditions , 2010 .

[42]  K. Doksum,et al.  Models for variable-stress accelerated life testing experiments based on Wiener processes and the inverse Gaussian distribution , 1992 .

[43]  Maureen Hand,et al.  Installation, Operation, and Maintenance Strategies to Reduce the Cost of Offshore Wind Energy , 2013 .

[44]  Alaa Elwany,et al.  Sensor-driven prognostic models for equipment replacement and spare parts inventory , 2008 .

[45]  Ewan Macarthur,et al.  Accelerated Testing: Statistical Models, Test Plans, and Data Analysis , 1990 .

[46]  Tongdan Jin,et al.  Condition based maintenance optimization for wind power generation systems under continuous monitoring , 2011 .

[47]  John M. Wilson,et al.  Introduction to Stochastic Programming , 1998, J. Oper. Res. Soc..

[48]  E. M. Lalitha,et al.  Fractal image compression for classification of PD sources , 1998 .

[49]  Gilbert Laporte,et al.  The integer L-shaped method for stochastic integer programs with complete recourse , 1993, Oper. Res. Lett..

[50]  M.Th. Schilling,et al.  Generation maintenance scheduling considering transmission constraints , 2000 .

[51]  Junichi Toyoda,et al.  Optimal generating unit maintenance scheduling for multi-area system with network constraints , 1991 .

[52]  Rong-Ceng Leou A flexible unit maintenance scheduling considering uncertainties , 2001, PICA 2001. Innovative Computing for Power - Electric Energy Meets the Market. 22nd IEEE Power Engineering Society. International Conference on Power Industry Computer Applications (Cat. No.01CH37195).

[53]  A. C. Sugarman Condition Monitoring of Electrical Equipment in Nuclear Power Plants , 1986, IEEE Power Engineering Review.

[54]  Derek Atkins,et al.  Joint optimization of maintenance and inventory policies for a simple system , 1996 .

[55]  R.E. Brown,et al.  The economics of aging infrastructure , 2006, IEEE Power and Energy Magazine.

[56]  K. Bhattacharya,et al.  Security Coordinated Maintenance Scheduling in Deregulation Based on Genco Contribution to Unserved Energy , 2008, IEEE Transactions on Power Systems.

[57]  G. J. Glasser The Age Replacement Problem , 1967 .

[58]  Edmund K. Burke,et al.  Hybrid evolutionary techniques for the maintenance scheduling problem , 2000 .

[59]  Mohammed Kishk,et al.  Modelling System Failures to Optimise Wind Turbine Maintenance , 2007 .

[60]  J. Endrenyi,et al.  The Present Status of Maintenance Strategies and the Impact of Maintenance on Reliability , 2001, IEEE Power Engineering Review.

[61]  R. Petrovic,et al.  Optimal preventive maintenance scheduling of thermal generating units in power systems: a survey of problem formulations and solution methods , 1988 .

[62]  H. Daniels The statistical theory of the strength of bundles of threads. I , 1945, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[63]  Daming Lin,et al.  A review on machinery diagnostics and prognostics implementing condition-based maintenance , 2006 .

[64]  Osami Matsushita,et al.  An Equivalent Reduced Modelling Method and its Application to Shaft—Blade Coupled Torsional Vibration Analysis of a Turbine—Generator Set , 1991 .

[65]  Zuyi Li,et al.  Security-Constrained Optimal Coordination of Generation and Transmission Maintenance Outage Scheduling , 2007, IEEE Transactions on Power Systems.

[66]  Rommert Dekker,et al.  Opportunity-based block replacement , 1991 .

[67]  Yu Ding,et al.  Season-Dependent Condition-Based Maintenance for a Wind Turbine Using a Partially Observed Markov Decision Process , 2010, IEEE Transactions on Power Systems.

[68]  David McMillan,et al.  Quantification of Condition Monitoring Benefit for Offshore Wind Turbines , 2007 .

[69]  Xitong Zheng,et al.  A maintenance policy for repairable systems based on opportunistic failure-rate tolerance , 1991 .

[70]  S. M. Shahidehpour,et al.  Integrated generation and transmission maintenance scheduling with network constraints , 1997, Proceedings of the 20th International Conference on Power Industry Computer Applications.

[71]  W. Gilks Markov Chain Monte Carlo , 2005 .

[72]  Peter Tavner,et al.  Reliability analysis for wind turbines , 2007 .

[73]  Zhigang Tian,et al.  Opportunistic maintenance for wind farms considering multi-level imperfect maintenance thresholds , 2012 .

[74]  Mohammad Shahidehpour,et al.  Security-Constrained Generation and Transmission Outage Scheduling With Uncertainties , 2010, IEEE Transactions on Power Systems.

[75]  M. Shahidehpour,et al.  GENCO's Risk-Based Maintenance Outage Scheduling , 2008, IEEE Transactions on Power Systems.

[76]  Huan Xu,et al.  Adaptive Maintenance Policies for Aging Devices Using a Markov Decision Process , 2013, IEEE Transactions on Power Systems.

[77]  Lina Bertling,et al.  An optimization framework for opportunistic maintenance of offshore wind power system , 2009, 2009 IEEE Bucharest PowerTech.

[78]  Peter Tavner,et al.  Condition Monitoring of Rotating Electrical Machines , 2008 .

[79]  Geoff Klempner,et al.  Operation and maintenance of large turbo generators , 2004 .

[80]  Nagi Gebraeel,et al.  Stochastic methodology for prognostics under continuously varying environmental profiles , 2013, Stat. Anal. Data Min..

[81]  M. Shahidehpour,et al.  GENCO's Risk-Constrained Hydrothermal Scheduling , 2008, IEEE Transactions on Power Systems.

[82]  Sung-Hoon Ahn,et al.  Condition monitoring and fault detection of wind turbines and related algorithms: A review , 2009 .

[83]  Hannele Holttinen,et al.  Analysing failure statistics of wind turbines in Finland , 2010 .

[84]  J. Nilsson,et al.  Maintenance management of wind power systems using Condition Monitoring Systems , 2007, 2007 IEEE Power Engineering Society General Meeting.

[85]  Yingning Qiu,et al.  Wind turbine condition monitoring: technical and commercial challenges , 2014 .

[86]  M. Fotuhi-Firuzabad,et al.  Optimized Midterm Preventive Maintenance Outage Scheduling of Thermal Generating Units , 2012, IEEE Transactions on Power Systems.

[87]  Nagi Gebraeel,et al.  Computing and updating the first-passage time distribution for randomly evolving degradation signals , 2012 .

[88]  S. Sen Algorithms for Stochastic Mixed-Integer Programming Models , 2005 .

[89]  E. Gulski,et al.  Experiences with digital analysis of discharges in high voltage components , 1999 .

[90]  Salvador Perez Canto,et al.  Application of Benders' decomposition to power plant preventive maintenance scheduling , 2008, Eur. J. Oper. Res..

[91]  Z. Daneshi-Far,et al.  Review of failures and condition monitoring in wind turbine generators , 2010, The XIX International Conference on Electrical Machines - ICEM 2010.

[92]  Filippo Emanuele Ciarapica,et al.  Managing the condition-based maintenance of a combined-cycle power plant : An approach using soft computing techniques , 2006 .

[93]  S. Vemuri,et al.  Unit maintenance scheduling with fuel constraints , 1991, [Proceedings] Conference Papers 1991 Power Industry Computer Application Conference.

[94]  K. Morton Asset management in the electricity supply industry , 1999 .

[95]  Richard M. Feldman,et al.  A survey of preventive maintenance models for stochastically deteriorating single-unit systems , 1989 .

[96]  Mohammad Shahidehpour,et al.  Maintenance Scheduling in Restructured Power Systems , 2000 .

[97]  R. E. Barlow,et al.  Mathematical theory of reliability: A historical perspective , 1984, IEEE Transactions on Reliability.