System maintenance scheduling: Review and prospect

Over the recent decades, maintenance policies have involved from Corrective Maintenance (CM) to Preventive Maintenance (PM) and then to Condition Based Maintenance (CBM). In this context, this paper first presents a brief review on the development of maintenance policies with emphasis on CBM. In CBM, we classify the literature into three classes: CBM1, CBM2, and CBM3. And then we summarize the maintenance scheduling problem in power system under different time scales. Finally, we point out the possible future work in power system.

[1]  Du Chenggang,et al.  Prediction of electrical equipment failure rate for condition-based maintenance decision-making , 2010 .

[2]  Hoon Sohn,et al.  Statistical Damage Classification Under Changing Environmental and Operational Conditions , 2002 .

[3]  W. Li,et al.  A reliability based approach to transmission maintenance planning and its application in BC Hydro system , 2001, 2001 Power Engineering Society Summer Meeting. Conference Proceedings (Cat. No.01CH37262).

[4]  M. Berg.  Optimal replacement policies for two-unit machines with increasing running costs 1 , 1976 .

[5]  Antoine Grall,et al.  A condition-based maintenance policy for stochastically deteriorating systems , 2002, Reliab. Eng. Syst. Saf..

[6]  Wenyuan Li,et al.  A reliability-based approach to transmission maintenance planning and its application in BC hydro system , 2004 .

[7]  T. Nakagawa.  Optimal policy of continuous and discrete replacement with minimal repair at failure , 1984 .

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

[9]  Peter Bruns.  Optimal maintenance strategies for systems with partial repair options and without assuming bounded costs , 2002, Eur. J. Oper. Res..

[10]  Rommert Dekker,et al.  A review of multi-component maintenance models with economic dependence , 1997, Math. Methods Oper. Res..

[11]  Ulf Westberg,et al.  Maintenance scheduling under age replacement policy using proportional hazards model and TTT-plotting , 1997 .

[12]  H.-G. Kranz,et al.  On line PD measurements and diagnosis on power transformers , 2005, IEEE Transactions on Dielectrics and Electrical Insulation.

[13]  Jay Lee,et al.  A prognostic algorithm for machine performance assessment and its application , 2004 .

[14]  M. Berg.  Optimal replacement policies for two-unit machines with running costs: II , 1977 .

[15]  Hongzhou Wang,et al.  A survey of maintenance policies of deteriorating systems , 2002, Eur. J. Oper. Res..

[16]  Xiong Xiao-fu.  Risk Analysis Method for Transmission Line Maintenance Considering Meteorological Factors , 2010 .

[17]  Yu Shaofeng.  Risk Assessment Based Maintenance Technology for Electric Transmission Equipment , 2009 .

[18]  Helmut Schneider,et al.  A condition based maintenance model for a two-unit series system , 1999, Eur. J. Oper. Res..

[19]  H. Mine,et al.  AN OPTIMAL INSPECTION AND REPLACEMENT POLICY FOR A DETERIORATING SYSTEM , 1986 .

[20]  Khac Tuan Huynh,et al.  A periodic inspection and replacement policy for systems subject to competing failure modes due to degradation and traumatic events , 2011, Reliab. Eng. Syst. Saf..

[21]  Luca Podofillini,et al.  Condition-based maintenance optimization by means of genetic algorithms and Monte Carlo simulation , 2002, Reliab. Eng. Syst. Saf..

[22]  Y. H. Chun,et al.  Optimal number of periodic preventive maintenance operations under warranty , 1992 .

[23]  Jun Ma,et al.  Detection of localised defects in rolling element bearings via composite hypothesis test , 1995 .

[24]  Cher Ming Tan,et al.  A framework to practical predictive maintenance modeling for multi-state systems , 2008, Reliab. Eng. Syst. Saf..

[25]  Enrico Zio,et al.  A Monte Carlo methodological approach to plant availability modeling with maintenance, aging and obsolescence , 2000, Reliab. Eng. Syst. Saf..

[26]  Hoang Pham,et al.  Some maintenance models and availability withimperfect maintenance in production systems , 1999, Ann. Oper. Res..

[27]  Yu Bin.  Research on Temperature Monitoring of Isolators in HV Switchgear , 2006 .

[28]  Steven Y. Liang,et al.  Adaptive Prognostics for Rolling Element Bearing Condition , 1999 .

[29]  C.S. Chang,et al.  Multiobjective Evolutionary Optimization of Maintenance Schedules and Extents for Composite Power Systems , 2009, IEEE Transactions on Power Systems.

[30]  Zhigang Tian,et al.  Condition based maintenance optimization for multi-component systems using proportional hazards model , 2011, Reliab. Eng. Syst. Saf..

[31]  Min Yong.  Modeling on Maintenance Scheduling of Transmission Lines , 2006 .

[32]  Gregory Levitin,et al.  Optimization of imperfect preventive maintenance for multi-state systems , 2000, Reliab. Eng. Syst. Saf..

[33]  Naftali A. Langberg,et al.  Repair replacement policies , 1993, Journal of Applied Probability.

[34]  Shey-Huei Sheu.  A Generalized Block Replacement Policy with Minimal Repair and General Random Repair Costs for a Multi-unit System , 1991 .

[35]  Menachem Berg.  General trigger‐off replacement procedures for two‐unit systems , 1978 .

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

[37]  Liming,et al.  Basic Concept and Theoretical Study of Condition-based Maintenance for Power Transmission System , 2011 .

[38]  Huang Xianchao.  Mathematical Model of Coordinational Generation and Transmission Maintenance Scheduling in Electricity Market , 2007 .

[39]  Mingchih Chen,et al.  Optimal replacement policies with minimal repair and age-dependent costs , 1997 .

[40]  Fatih Camci,et al.  System Maintenance Scheduling With Prognostics Information Using Genetic Algorithm , 2009, IEEE Transactions on Reliability.

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

[42]  Robert B. Randall,et al.  An inspection model with minimal and major maintenance for a system with deterioration and Poisson failures , 2000, IEEE Trans. Reliab..

[43]  Frank Proschan,et al.  Periodic Replacement with Increasing Minimal Repair Costs at Failure , 1982, Oper. Res..

[44]  Hong-Zhong Huang,et al.  Optimal Replacement Policy for Multi-State System Under Imperfect Maintenance , 2010, IEEE Transactions on Reliability.

[45]  Antoine Grall,et al.  Sequential condition-based maintenance scheduling for a deteriorating system , 2003, Eur. J. Oper. Res..

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

[47]  Mun-Kyeom Kim,et al.  A Reliability-Centered Approach to an Optimal Maintenance Strategy in Transmission Systems Using a Genetic Algorithm , 2011, IEEE Transactions on Power Delivery.

[48]  Luo Bing.  A Mechanical Calculation Model for On-line Icing-monitoring System of Overhead Transmission Lines , 2010 .

[49]  Antoine Grall,et al.  A condition-based maintenance policy with non-periodic inspections for a two-unit series system , 2005, Reliab. Eng. Syst. Saf..

[50]  Qiu Jia-ju.  Optimization of Transmission Line Maintenance Scheduling Based on Chance-constrained Bi-level Programming , 2009 .

[51]  J.D. McCalley,et al.  Risk-based resource optimization for transmission system maintenance , 2006, IEEE Transactions on Power Systems.

[52]  Jun Ni,et al.  Maintenance scheduling in manufacturing systems based on predicted machine degradation , 2008, J. Intell. Manuf..

[53]  Cher Ming Tan,et al.  Reply to comments on "A framework to practical predictive maintenance modeling for multi-state systems" , 2009, Reliab. Eng. Syst. Saf..

[54]  F. Yang,et al.  Multiobjective Evolutionary Optimization of Substation Maintenance Using Decision-Varying Markov Model , 2008, IEEE Transactions on Power Systems.

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