Abstract: Fault-tolerant control (FTC) improves the reliability of three-level T-type converters under open-circuit faults in power devices. However, existing FTC methods rely on comprehensive and ...

Abstract: This paper presents a novel approach to practical nonlinear model predictive control (PNMPC) using Kolmogorov–Arnold networks (KANs) as prediction models. KANs are based on the ...

Machine learning is an essential component of artificial intelligence. Whether it’s powering recommendation engines, fraud detection systems, self-driving cars, generative AI, or any of the countless ...