Accurate parameters extraction of photovoltaic models with multi-strategy gaining-sharing knowledge-based algorithm.
Guojiang XiongZaiyu GuMuhammad AlimanHoussem Rafik El-Hana BouchekaraPonnuthurai Nagaratnam SuganthanPublished in: Inf. Sci. (2024)
Keyphrases
- expectation maximization
- parameter estimation
- high accuracy
- cost function
- probabilistic model
- computationally efficient
- search space
- experimental evaluation
- optimization algorithm
- k means
- learning algorithm
- search strategy
- preprocessing
- improved algorithm
- similarity measure
- parametric models
- bayesian framework
- detection algorithm
- image statistics
- em algorithm
- free parameters
- parameter tuning
- optimal parameters
- computational complexity
- optimal solution
- segmentation algorithm
- maximum likelihood
- steady state
- input data
- linear programming
- simulated annealing
- linear model
- worst case
- computational cost
- significant improvement
- levenberg marquardt
- fine tuning
- accurate models