Maintenance policies for energy systems subject to complex failure processes and power purchasing agreement

Abstract Power purchase agreement (PPA) has emerged as a new support contracting approach and received much attention in recent years. In this paper, a novel maintenance model under PPA is developed for a complex energy generation system, whose objective is to maximize the expected net revenue of energy suppliers. The energy system undergoes two competing and dependent failure processes, namely, soft failure process and hard failure process. The former reduces the production rate of the system, whereas the latter immediately causes the stoppage of the system. The dependence is characterized by the random increment of soft/hard hazard rate due to the occurrence of hard/soft failures. The system is minimally repaired upon a hard failure or the detection of a soft failure. Additionally, a preventive replacement is immediate when the system operational age attains the pre-determined age. The target of this article is to maximize the expected net revenue of energy suppliers via the optimization of the inspection interval and number. A case study on wind turbine system (WTS) is provided to validate the effectiveness of the adopted profit-centric approach.

[1]  Christophe Bérenguer,et al.  An opportunistic condition-based maintenance policy for offshore wind turbine blades subjected to degradation and environmental shocks , 2015, Reliab. Eng. Syst. Saf..

[2]  Min Xie,et al.  Cost analysis for multi-component system with failure interaction under renewing free-replacement warranty , 2015, Eur. J. Oper. Res..

[3]  Qianmei Feng,et al.  Reliability modeling for dependent competing failure processes with changing degradation rate , 2014 .

[4]  Min-Tsai Lai,et al.  Optimal periodic replacement policy for a two-unit system with failure rate interaction , 2006 .

[5]  Min Xie,et al.  Stochastic modelling and analysis of degradation for highly reliable products , 2015 .

[6]  Li Yang,et al.  A delay time model for a mission-based system subject to periodic and random inspection and postponed replacement , 2016, Reliab. Eng. Syst. Saf..

[7]  Hamid Reza Golmakani,et al.  Periodic inspection optimization model for a two-component repairable system with failure interaction , 2012, Comput. Ind. Eng..

[8]  Inmaculada Torres Castro A model of imperfect preventive maintenance with dependent failure modes , 2009, Eur. J. Oper. Res..

[9]  Xiaoxin Guo,et al.  Reliability and maintenance policies for a two-stage shock model with self-healing mechanism , 2018, Reliab. Eng. Syst. Saf..

[10]  Rui Peng,et al.  A preventive maintenance policy based on dependent two-stage deterioration and external shocks , 2017, Reliab. Eng. Syst. Saf..

[11]  Dragan Banjevic,et al.  Optimum inspection interval for a system under periodic and opportunistic inspections , 2012 .

[12]  Christophe Bérenguer,et al.  On the inspection policy of a two-component parallel system with failure interaction , 2005, Reliab. Eng. Syst. Saf..

[13]  D. N. P. Murthy,et al.  Study of two‐component system with failure interaction , 1985 .

[14]  P. Sandborn,et al.  A Levelized Cost of Energy (LCOE) model for wind farms that include Power Purchase Agreements (PPAs) , 2018, Renewable Energy.

[15]  David W. Coit,et al.  Condition-based maintenance under performance-based contracting , 2017, Comput. Ind. Eng..

[16]  Gregory Levitin,et al.  State probability of a series-parallel repairable system with two-types of failure states , 2006, Int. J. Syst. Sci..

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

[18]  Huairui Guo,et al.  Managing wind turbine reliability and maintenance via performance-based contract , 2012, PES 2012.

[19]  Lirong Cui,et al.  Optimal allocation of units in sequential probability series systems , 2018, Reliab. Eng. Syst. Saf..

[20]  Richard E. Barlow,et al.  Stochastic Ageing and Dependence for Reliability , 2006 .

[21]  Lirong Cui,et al.  Availability and maintenance modeling for systems subject to dependent hard and soft failures , 2018 .

[22]  Austin J. Lemoine,et al.  Technical Note - A Note on Shot-Noise and Reliability Modeling , 1986, Oper. Res..

[23]  Xiaoxin Guo,et al.  Analyzing the research subjects and hot topics of power system reliability through the Web of Science from 1991 to 2015 , 2018 .

[24]  Yu Zhao,et al.  Hybrid preventive maintenance of competing failures under random environment , 2018, Reliab. Eng. Syst. Saf..

[25]  Min Xie,et al.  A game-theoretical approach for optimizing maintenance, spares and service capacity in performance contracting , 2015 .

[26]  Maxim Finkelstein,et al.  On preventive maintenance of systems with lifetimes dependent on a random shock process , 2017, Reliab. Eng. Syst. Saf..

[27]  Xin Lei,et al.  Maintenance scheduling based on remaining useful life predictions for wind farms managed using power purchase agreements , 2018 .

[28]  Lirong Cui,et al.  Availability and maintenance modelling for systems subject to multiple failure modes , 2017, Comput. Ind. Eng..

[29]  Lirong Cui,et al.  Optimal maintenance policy considering maintenance errors for systems operating under performance-based contracts , 2017, Comput. Ind. Eng..

[30]  Li Yang,et al.  A condition-based maintenance model for a three-state system subject to degradation and environmental shocks , 2017, Comput. Ind. Eng..

[31]  Shey-Huei Sheu,et al.  Optimal age and block replacement policies for a multi-component system with failure interaction , 2000, Int. J. Syst. Sci..

[32]  J. Mi,et al.  On a Stochastic Survival Model for a System Under Randomly Variable Environment , 2011 .

[33]  Qiang Zhou,et al.  Remaining useful life prediction of individual units subject to hard failure , 2014 .

[34]  Lei Jiang,et al.  Reliability and Maintenance Modeling for Dependent Competing Failure Processes With Shifting Failure Thresholds , 2012, IEEE Transactions on Reliability.

[35]  Chen Zhang,et al.  Opportunistic maintenance for wind turbines considering imperfect, reliability-based maintenance , 2017 .

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

[37]  Karim Atashgar,et al.  Condition Based Maintenance Optimization for Multi-State Wind Power Generation Systems under Periodic Inspection , 2015 .

[38]  Yongzhong Wu,et al.  Optimal maintenance policy for a system with preventive repair and two types of failures , 2016, Comput. Ind. Eng..