Net-Zero Energy Buildings: Modeling, Real-Time Operation and Protection

Nasrin Kianpoor, Navid Bayati, Mojtaba Yousefi, Amin Hajizadeh, Mohsen N. Soltani

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

3 Citations (Scopus)

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 languageEnglish
Title of host publicationFood-Energy-Water Nexus Resilience and Sustainable Development : Decision-Making Methods, Planning, and Trade-Off Analysis
Number of pages39
PublisherSpringer
Publication dateMar 2020
Edition1
Pages141-179
ISBN (Print)978-3-030-40051-4
ISBN (Electronic)978-3-030-40052-1
DOIs
Publication statusPublished - Mar 2020

Keywords

  • Home energy management system
  • Net-zero energy building
  • Uncertainties
  • Modeling
  • Model predictive control
  • Protection

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