An optimal multi-degree open-circuit faults diagnostic algorithm for photovoltaic system.
Jianhua QinLi WangShanshui YangLing MaoPublished in: ICPHM (2017)
Keyphrases
- dynamic programming
- optimal solution
- learning algorithm
- worst case
- improved algorithm
- expectation maximization
- recognition algorithm
- preprocessing
- computational complexity
- cost function
- times faster
- significant improvement
- np hard
- computationally efficient
- detection algorithm
- segmentation algorithm
- neural network
- particle swarm optimization
- locally optimal
- high accuracy
- reinforcement learning
- upper bound
- probabilistic model
- computational cost
- convergence rate
- matching algorithm
- tree structure
- weighting coefficients
- optimal path
- exhaustive search
- globally optimal
- fault diagnosis
- ant colony optimization
- clustering method
- shortest path
- linear programming
- experimental evaluation
- k means
- search space
- objective function
- decision trees
- clustering algorithm