MC Markov Chain. 112 MCS Minimal Cut Set. xviii, 14, 34, 37, 41, 43, 44, 47–52, 56–58, 63–69, 71, 72, 76, 83, 84, 87–90, 179 MDP Markov Decision Process. 2, 14–16, 19, 21, 140– 142, 145, 147, 158, 188, 191, 192 ML Machine Learning. 9, 12–15, 18, 19, 77, 94, 95, 99, 112, 141, 143, 154 MO Maintenance Optimisation. 12–14 MOEA Multi-Objective Evolutionary Algorithm. vii, xi, 6, 7, 21, 23, 34, 43, 44, 47, 57, 177–179, 184, 187, 189 MPO Maintenance Policy Optimisation. 13, 19, 139, 142, 144, 154, 183 MSD Multi-State Deterioration. viii, xii, xiii, xx–xxii, 2, 10, 11, 17, 19, 20, 23, 93, 139, 154, 155, 157, 179, 187, 188, 197, 199–201, 217, 218 MSDM Multi-State Deterioration Model. xx, 23, 140, 153, 155, 157, 158, 160, 161, 163, 164, 179, 180, 182–185, 219 MSM Multi-State Modelling. 95, 125 NN Neural Network. 16 PC Principal Component. 81, 82 PCA Principal Component Analysis. 77, 80, 81, 86 PDF Probability Density Function. 97 PdM Predictive Maintenance. 2 PHM Prognostics and Health Management. vii, xi, 1–4, 8, 9, 16, 153, 171, 177, 179, 184, 185 PoF Physics of Failure. 5 PPO Proximal Policy Optimisation. 140, 147–149, 155, 156, 164, 171, 188 RL Reinforcement Learning. viii, xiii, 14, 15, 19, 140, 141, 144–146, 153, 154, 156, 158, 164, 172, 183, 185, 191 RUL Remaining Useful Life. 8 SF Survival Function. 97
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