Learning-based load control to support resilient networked microgrid operations - Radhakrishnan, Nikitha; Schneider, Kevin P; Tuffner, Francis K; Du, Wei; Bhattarai, Bishnu P (IET Smart Grid, 2020)
Keywords: Adaptive algorithms; adaptive gradient descent-based algorithm; Algorithms; bulk transmission systems; changing grid dynamic characteristics; Consumers; Controllers; critical end-use; device-level algorithm; Distributed generation; distributed power generation; domestic appliances; Dynamic characteristics; Dynamic stability; effective option; end-use customers; end-use devices; ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; Frequency deviation; frequency set-points; GFA controllers; Grid Friendly Appliance; IEEE 123‐node test system; improved dynamic stability; individual GFA controller frequency setpoints; inverter-connected assets; invertors; isolated microgrids; larger frequency deviations; load control; load regulation; microgrid operators; operational characteristics; operational experience; Participation; power generation control; power grids; Research Article; Resilience; resilient networked microgrid operations; Switching; switching operations; switching transients; Systems stability; TM controllers; transient events; Washers & dryers; Water heaters; end-use customers; TM controllers; microgrid operators; power generation control; distributed power generation; switching operations; domestic appliances; operational experience; changing grid dynamic characteristics; switching transients; invertors; device-level algorithm; transient events; individual GFA controller frequency setpoints; power grids; inverter-connected assets; load regulation; improved dynamic stability; effective option; adaptive gradient descent-based algorithm; bulk transmission systems; load control; resilient networked microgrid operations; critical end-use; operational characteristics; larger frequency deviations; end-use devices; isolated microgrids; IEEE 123-node test system; Grid Friendly Appliance; frequency set-points; GFA controllers