78 citations · 333 across the 57 of their papers we have counts for
3 papers · 1 filter
Koopman Operator Applications in Signalized Traffic Systems
Esther Ling, Liyuan Zheng, Lillian J. Ratliff +1
This paper proposes Koopman operator theory and the related algorithm dynamical mode decomposition (DMD) for analysis and control of signalized traffic flow networks. DMD provides…
Incentive Design and Utility Learning via Energy Disaggregation
Lillian J. Ratliff, Roy Dong, Henrik Ohlsson +1
The utility company has many motivations for modifying energy consumption patterns of consumers such as revenue decoupling and demand response programs. We model the utility compan…
A Dynamical Systems Approach to Energy Disaggregation
Roy Dong, Lillian Ratliff, Henrik Ohlsson +1
Energy disaggregation, also known as non-intrusive load monitoring (NILM), is the task of separating aggregate energy data for a whole building into the energy data for individual…