In this article, we carve out artificial intelligence (AI) maintenance from the robustness perspective. Our proposal for AI facilitates assessment, status tracking, risk scanning, model hardening, and regulation throughout lifecycle, which is an essential milestone toward building sustainable trustworthy ecosystems.

The climate is a non-equilibrium system undergoing the continuous action of forcing and dissipation. Under effect spatially inhomogeneous absorption solar energy, all components dynamically respond until an approximate steady state (or attractor) reached. However, multiple states can co-exist for given with same boundary conditions. Here, we apply Thermodynamic Diagnostic Tool (TheDiaTo) to inv...

In this work, a robust nonlinear control technique of a doubly fed induction generator (DFIG) intended for wind energy systems has been proposed. The principal idea in this article is to decouple the active and reactive power of the DFIG with high robustness using the backstepping strategy. The principle of this control method is based on the Lyapunov function, in order to guarantee the global ...