Abstract
In this paper, a state of the art review of model predictive control (MPC) for smart buildings to provide demand side flexibility with the purpose of enhancing a high penetration of renewables into the integrated energy systems is carried, including MPC current development status, pros and cons, implementation feasibility and practice barriers. A two-layer hierarchical MPC-based controller is proposed in a case study for a newly-built multi-family building in Copenhagen. The simulation results show that buildings, as a flexible load to the multi-carrier energy system, whose thermal mass is a heat buffer with a large storage potential, can contribute to the grid ancillary services (load shifting or flexibility), based on the economic incentives that the energy/flexibility market offers to end-users.
| Original language | English |
|---|---|
| Journal | Energy Procedia |
| Volume | 158 |
| Pages (from-to) | 3026-3031 |
| ISSN | 1876-6102 |
| DOIs | |
| Publication status | Published - 2019 |
| Event | 10th International Conference on Applied Energy - Hong Kong Polytechnic University, Hong Kong, Hong Kong Duration: 22 Aug 2018 → 25 Aug 2018 http://www.applied-energy.org/icae2018/ |
Conference
| Conference | 10th International Conference on Applied Energy |
|---|---|
| Location | Hong Kong Polytechnic University |
| Country/Territory | Hong Kong |
| City | Hong Kong |
| Period | 22/08/2018 → 25/08/2018 |
| Internet address |
Keywords
- Demand side flexibility
- Energy management system
- Model predictive control
- Multi-carrier energy systems
- Smart buildings