3 papers
cs.LG2026
Autonomous End-to-End SOH Prediction Services for Battery Systems via Temporal-Contrastive Representation Learning
Junting Wen, Dan Li, Qihao Quan +8
Accurate state of health (SOH) estimation is a critical diagnostic service for lithium-ion battery management. However, reliance on labor-intensive manual feature engineering and o…
math.OC2019
Convergence of stochastic nonlinear systems and implications for Stochastic Model Predictive Control
Diego Muñoz-Carpintero, Mark Cannon
The stability of stochastic Model Predictive Control (MPC) subject to additive disturbances is often demonstrated in the literature by constructing Lyapunov-like inequalities that…
math.OC2019
On the convergence of stochastic MPC to terminal modes of operation
Diego Munoz-Carpintero, Mark Cannon
The stability of stochastic Model Predictive Control (MPC) subject to additive disturbances is often demonstrated in the literature by constructing Lyapunov-like inequalities that…