2 papers
eess.SY2023
Low-Frequency Load Identification using CNN-BiLSTM Attention Mechanism
Amanie Azzam, Saba Sanami, Amir G. Aghdam
Non-intrusive Load Monitoring (NILM) is an established technique for effective and cost-efficient electricity consumption management. The method is used to estimate appliance-level…
eess.SY2023
Risk-Constrained Control of Mean-Field Linear Quadratic Systems
Masoud Roudneshin, Saba Sanami, Amir G. Aghdam
The risk-neutral LQR controller is optimal for stochastic linear dynamical systems. However, the classical optimal controller performs inefficiently in the presence of low-probabil…