Projects per year
Abstract
Recent advancement in the power electronics and communication technolo-gies provide the technical infrastructures for the net-zero energy buildings (nZEB) with its home energy management system (HEMS). HEMS is vital for the effective performance of an nZEB to maximize the grid power in-dependency. An nZEB with its HEMS work in an effective and economical way as long as these steps, includes, modeling, operation, and protection are defined well and work in a proper way. Thereby, the modeling, real-time op-eration and protection approaches need to study in-depth in order to have an effective nZEB. This chapter studies different modeling techniques such as mathematic models and data-driven approaches for nZEB components, in-clude, solar photovoltaic (PV) array, home load demand, energy storage sys-tems (ESS), electric vehicle (EV), and heat pump (HP). The impact of uncer-tainties are analyzed for the performance of the different home component models. The benefits, challenges, impacts, and problems of employing these techniques are presented and some of them are proposed in detail. Online control techniques, such as online scheduling, model predictive control (MPC) and stochastic dynamic programming (SDP) are presented and an MPC is implemented to minimize home grid power dependency. Last but not least, the protection methods are executed to protect the correct performance of the house and increase the security of the system.
Original language | English |
---|---|
Title of host publication | Food-Energy-Water Nexus Resilience and Sustainable Development : Decision-Making Methods, Planning, and Trade-Off Analysis |
Number of pages | 39 |
Publisher | Springer |
Publication date | Mar 2020 |
Edition | 1 |
Pages | 141-179 |
ISBN (Print) | 978-3-030-40051-4 |
ISBN (Electronic) | 978-3-030-40052-1 |
DOIs | |
Publication status | Published - Mar 2020 |
Keywords
- Home energy management system
- Net-zero energy building
- Uncertainties
- Modeling
- Model predictive control
- Protection
Fingerprint
Dive into the research topics of 'Net-Zero Energy Buildings: Modeling, Real-Time Operation and Protection'. Together they form a unique fingerprint.Projects
- 1 Finished
-
Energy management in a "smart home" with integrated solar cells, electric vehicles and heat pumps - Energistyring i et ”smart home” med integrerede solceller, elbiler og varmepumper
Hajizadeh, A. (PI) & N. Soltani, M. (CoI)
05/02/2018 → 01/09/2020
Project: Research
Research output
- 3 Citations
- 1 PhD thesis
-
Energy Management System for Smart Homes: Modeling, Control, Performance and Profit Assessment
Yousefi, M., 2020, Aalborg Universitetsforlag. 61 p.Research output: PhD thesis
Open AccessFile