Resiliency-Aware Power Management of Microgrids using Agent-based Dynamic Programming and Q-learning.
Farshina Nazrul ShimimMohammad AlaliM. Hashem NehrirJohn W. SheppardMaryam BahramipanahZagros ShahooeiPublished in: ISGT Asia (2021)
Keyphrases
- power management
- dynamic programming
- power consumption
- state space
- reinforcement learning
- multi agent
- optimal policy
- energy consumption
- energy saving
- data center
- energy efficiency
- cooperative
- multi agent systems
- linear programming
- function approximation
- markov decision processes
- battery life
- learning algorithm
- optimal control
- wireless sensor networks
- single agent
- stochastic approximation
- dynamic power management
- energy efficient
- model free
- reinforcement learning algorithms
- policy iteration
- learning rate
- expert systems
- action selection
- learning capabilities
- database systems
- data sets