[HTML][HTML] Hierarchical MPC for building energy management: Incorporating data-driven error compensation and mitigating information asymmetry
The increasing adoption of renewable energy sources (RESs) in public power grids has led
to a demand for more intelligent energy management systems (EMSs) in large-scale …
to a demand for more intelligent energy management systems (EMSs) in large-scale …
Regression-based model error compensation for a hierarchical MPC building energy management system
One of the major challenges in the development of energy management systems (EMSs) for
complex buildings is accurate modeling. To address this, we propose an EMS, which …
complex buildings is accurate modeling. To address this, we propose an EMS, which …
Evaluating the Impact of Data Availability on Machine Learning-augmented MPC for a Building Energy Management System
A major challenge in the development of Model Predictive Control (MPC)-based energy
management systems (EMSs) for buildings is the availability of an accurate model. One …
management systems (EMSs) for buildings is the availability of an accurate model. One …
Implicit Incorporation of Heuristics in MPC-Based Control of a Hydrogen Plant
The replacement of fossil fuels in combination with an increasing share of renewable energy
sources leads to an increased focus on decentralized microgrids. One option is the local …
sources leads to an increased focus on decentralized microgrids. One option is the local …