We present a three‐stage training framework combining Behaviour Cloning warm‐starting with auxiliary‐regularised Deep Reinforcement Learning PPO fine‐tuning for 2D drone waypoint navigation under stochastic wind. Persistent imitation regularisation prevents catastrophic forgetting, achieving robust generalisation to unseen targets and out‐of ...
Ahmet Bilgehan Serçe, Necati Aksoy
wiley +1 more source
DC Microgrids—Part I: A Review of Control Strategies and Stabilization Techniques
T. Dragičević +3 more
semanticscholar +1 more source
This reflects the different optimisation objectives: The MPC formulation in Equation (22) minimises electricity cost together with a weighted thermal‐slack penalty. Its solution is therefore optimal with respect to this combined objective, rather than electricity cost alone.
Nawazish Ali, Rachael Shaw, Karl Mason
wiley +1 more source
ABSTRACT This article argues that powerful Western militaries are central architects of the necropolitics underpinning contemporary green and digital transitions. As climate change is increasingly framed as a security threat, NATO, the United States and the European Union pursue climate‐resilient defence infrastructures whose material foundations ...
Ralph Tafon
wiley +1 more source
Research on the decision-making of high-tech manufacturing enterprises for energy conservation and emission reduction driven by industrial green microgrids under the green credit regulatory system. [PDF]
Qin H +5 more
europepmc +1 more source
Correction: Resilient distributed model predictive control for cooperative microgrids under communication loss with demand response integration. [PDF]
PLOS One Staff.
europepmc +1 more source
A stochastic model for dynamic reconfiguration of multi-microgrid networks under demand and supply uncertainties. [PDF]
Yahia Z, Gheith M.
europepmc +1 more source
Author Correction: Optimal planning and sizing of microgrid cluster for performance enhancement
Abenezer Bekele +6 more
doaj +1 more source
Toward adaptive control power sharing and bus voltage regulation for DC microgrids. [PDF]
Mosbah MA, Abokhalil A, Sayed K.
europepmc +1 more source
Research on microgrid cluster optimization method based on sparrow search algorithm. [PDF]
Su H, Mu P, Xu S, Wang L, Yu L, Zhang B.
europepmc +1 more source

