Cloud-based model predictive building thermostatic controls of commercial buildings: Algorithm and implementation.
Emrah BiyikJames D. BrooksHullas SehgalJigar ShahSahika GencPublished in: ACC (2015)
Keyphrases
- probabilistic model
- objective function
- cost function
- recognition algorithm
- algorithm employs
- final result
- dynamic programming
- mathematical model
- detection algorithm
- optimization model
- computational complexity
- computational model
- theoretical analysis
- filtering algorithm
- estimation algorithm
- prior information
- tree structure
- algorithm has been developed
- preprocessing
- input data
- optimal solution
- computational cost
- experimental evaluation
- np hard
- convergence rate
- significant improvement
- selection algorithm
- k means
- linear model
- linear programming
- reconstruction method
- model free
- hardware implementation
- bayesian framework
- parallel implementation
- search space
- prediction model
- simulated annealing
- graphical models
- multiple models
- reinforcement learning
- bayesian networks