A dynamical systems approach to energy disaggregation.
Roy DongLillian J. RatliffHenrik OhlssonS. Shankar SastryPublished in: CDC (2013)
Keyphrases
- dynamical systems
- energy saving
- differential equations
- energy consumption
- dynamic systems
- qualitative simulation
- state space
- linear systems
- phase space
- nonlinear dynamical systems
- control theory
- partially observable
- dynamical behavior
- wireless sensor networks
- energy minimization
- energy efficiency
- power consumption
- qualitative reasoning
- partially observable markov decision processes
- machine learning
- search algorithm
- reinforcement learning
- predictive state representations
- image sequences