An Integrated Predictive Maintenance and Operations Scheduling Framework for Power Systems Under Failure Uncertainty
Published Online:26 Feb 2024https://doi.org/10.1287/ijoc.2022.0154
References
- (2009) Risk based maintenance optimization of overhead distribution networks utilizing priority based dynamic programming. Proc. IEEE Power Energy Soc. General Meeting (IEEE, Piscataway, NJ), 1–11.Google Scholar
- (2009) An efficient mixed-integer linear formulation for long-term overhead lines maintenance scheduling in power distribution systems. IEEE Trans. Power Delivery 24(4):2043–2053.Crossref, Google Scholar
- (2020) Data-driven maintenance and operations scheduling in power systems under decision-dependent uncertainty. IISE Trans. 52(6):589–602.Crossref, Google Scholar
- (2018) Stochastic optimization of maintenance and operations schedules under unexpected failures. IEEE Trans. Power Systems 33(6):6755–6765.Crossref, Google Scholar
- (2014) Chance-constrained optimal power flow: Risk-aware network control under uncertainty. SIAM Rev. 56(3):461–495.Crossref, Google Scholar
- (2008) Application of benders’ decomposition to power plant preventive maintenance scheduling. Eur. J. Oper. Res. 184(2):759–777.Crossref, Google Scholar
- (2005) Generation maintenance scheduling in restructured power systems. IEEE Trans. Power Systems 20(2):984–992.Crossref, Google Scholar
- EIA (2020) Weekly electricity consumption from the U.S. Energy Information Administration. Accessed January 1, 2021. www.eia.gov/electricity/data/browser/.Google Scholar
- (2008) Optimal transmission switching. IEEE Trans. Power Systems 23(3):1346–1355.Crossref, Google Scholar
- FRCC (2008) Florida Reliability Coordinating Council Inc system disturbance and underfrequency load shedding event. Report, FRCC Operating Committee, Tampa, FL.Google Scholar
- (2016) Maintenance scheduling in the electricity industry: A literature review. Eur. J. Oper. Res. 251(3):695–706.Crossref, Google Scholar
- (2007) Security-constrained optimal coordination of generation and transmission maintenance outage scheduling. IEEE Trans. Power Systems 22(3):1302–1313.Crossref, Google Scholar
- (2009) Coordination of midterm outage scheduling with short-term security-constrained unit commitment. IEEE Trans. Power Systems 24(4):1818–1830.Crossref, Google Scholar
- (2005) Residual-life distributions from component degradation signals: A Bayesian approach. IIE Trans. 37(6):543–557.Crossref, Google Scholar
- (2009) Coordinated preventive maintenance scheduling of genco and transco in restructured power systems. Internat. J. Electrical Power Energy Systems 31(10):626–638.Crossref, Google Scholar
- (2019) Data-driven decision making in power systems with probabilistic guarantees: Theory and applications of chance-constrained optimization. Annual Rev. Control 47:341–363.Crossref, Google Scholar
- (2013) On computing the distribution function for the Poisson binomial distribution. Comput. Statist. Data Anal. 59:41–51.Crossref, Google Scholar
- IEA (2017) Digitalisation and Energy (International Energy Agency, Paris).Google Scholar
- (1993) The integer l-shaped method for stochastic integer programs with complete recourse. Oper. Res. Lett. 13(3):133–142.Crossref, Google Scholar
- (2012) Short-term transmission maintenance scheduling based on the Benders decomposition. Proc. Asia-Pacific Power and Energy Engrg. Conf. (IEEE, Piscataway, NJ), 1–5.Google Scholar
- (1999) Monte Carlo bounding techniques for determining solution quality in stochastic programs. Oper. Res. Lett. 24(1–2):47–56.Crossref, Google Scholar
- (1998) Integrated generation and transmission maintenance scheduling with network constraints. IEEE Trans. Power Systems 13(3):1063–1068.Crossref, Google Scholar
- (2000) Short-term transmission line maintenance scheduling in a deregulated system. IEEE Trans. Power Systems 15(3):1117–1124.Crossref, Google Scholar
- (2010) Economic analysis of the N-1 reliable unit commitment and transmission switching problem using duality concepts. Energy Systems 1(2):165–195.Crossref, Google Scholar
- (2004) A solution to the stochastic unit commitment problem using chance constrained programming. IEEE Trans. Power Systems 19(3):1589–1598.Crossref, Google Scholar
- (2012) Yearly maintenance scheduling of transmission lines within a market environment. IEEE Trans. Power Systems 27(1):407–415.Crossref, Google Scholar
- (2013) Multiarea stochastic unit commitment for high wind penetration in a transmission constrained network. Oper. Res. 61(3):578–592.Link, Google Scholar
- (2015) Applying high performance computing to transmission-constrained stochastic unit commitment for renewable energy integration. IEEE Trans. Power Systems 30(3):1109–1120.Crossref, Google Scholar
- PyPI (2020) Poisson binomial package. Accessed January 1, 2021, https://pypi.org/project/poisson-binomial/.Google Scholar
- (2002) Market Operations in Electric Power Systems: Forecasting, Scheduling, and Risk Management (Institute of Electrical and Electronics Engineers, Wiley-Interscience, New York).Crossref, Google Scholar
- (1987) Security analysis and optimization. Proc. IEEE 75(12):1623–1644.Crossref, Google Scholar
- (2016b) An approach for integrated generation and transmission maintenance scheduling considering N-1 contingencies. IEEE Trans. Power Systems 31(3):2225–2233.Crossref, Google Scholar
- (2016a) Stochastic co-optimization of midterm and short-term maintenance outage scheduling considering covariates in power systems. IEEE Trans. Power Systems 31(6):4795–4805.Crossref, Google Scholar
- (2019) Probabilistic partial set covering with an oracle for chance constraints. SIAM J. Optim. 29(1):690–718.Crossref, Google Scholar
- (2010) Security-constrained generation and transmission outage scheduling with uncertainties. IEEE Trans. Power Systems 25(3):1674–1685.Crossref, Google Scholar
- (2008) Genco’s risk-based maintenance outage scheduling. IEEE Trans. Power Systems 23(1):127–136.Crossref, Google Scholar
- (2013) A stochastic optimization formulation of unit commitment with reliability constraints. IEEE Trans. Smart Grid 4(4):2200–2208.Crossref, Google Scholar
- (2016a) Sensor-driven condition-based generator maintenance scheduling—Part I: Maintenance problem. IEEE Trans. Power Systems 31(6):4253–4262.Crossref, Google Scholar
- (2016b) Sensor-driven condition-based generator maintenance scheduling—Part II: Incorporating operations. IEEE Trans. Power Systems 31(6):4263–4271.Crossref, Google Scholar
- (2011) Matpower: Steady-state operations, planning, and analysis tools for power systems research and education. IEEE Trans. Power Systems 26(1):12–19.Crossref, Google Scholar

