concept

model predictive control

Also known as: MPC, model predictive control strategies

Facts (9)

Sources

A comprehensive overview on demand side energy management ... link.springer.com Springer Mar 13, 2023 9 facts

claimMerabet et al. (2016) recommend using a nonlinear Model Predictive Control (MPC) approach for energy management.

measurementBruni et al. (2015) proposed a model predictive control (MPC) strategy for residential microgrids that uses weather forecasts to reduce energy requirements and improve renewable energy utilization, resulting in a 14.5% average reduction in primary fossil energy usage while maintaining home comfort levels.

claimMerabet et al. (2016) recommend using a nonlinear Model Predictive Control (MPC) approach for energy management.

claimA model predictive control (MPC) strategy based on weather forecasts reduces energy requirements and improves renewable energy utilization in residential microgrids by solving a constrained optimal control problem over a specific time horizon.

referenceBruni G, Cordiner S, Mulone V, Rocco V, and Spagnolo F studied energy management in domestic micro-grids using model predictive control strategies, published in Energy Conversion and Management in 2015.

claimIn the context of energy management optimization, MPC stands for Model predictive control.

claimArcos-Aviles et al. (2017) report that a Grid Connected based Model Predictive Control (MPC) Energy Management System (EMS) is used to reduce energy expenses.

measurementThe model predictive control (MPC) approach proposed by Bruni et al. (2015) reduced primary fossil energy usage by an average of 14.5% while increasing home comfort levels compared to conventional rule-based control logic.

claimGrid Connected based Model Predictive Control (MPC) Energy Management Systems (EMS) are used to reduce energy expenses.