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 ...
Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
Abstract: This paper proposes an online nonlinear quadratic tracking (NQT) control scheme accompanied by an active harmonic suppressor (AHS) of wind turbine permanent magnet synchronous generator ...