Two-stage stochastic model for the price-based domestic energy management problem

• Type: Article in International Scientific Journal
• Date: 2019

Authors

Amin Shokri Gazafroudi (Author) Other; Miadreza Shafie-khah (Author) Other; Ehsan Heydarian-Forushani (Author) Other; Amin Hajizadehd (Author) Other; Alireza Heidari (Author) Other; Juan Manuel Corchado (Author) Other; João P. S. Catalão (Author) FEUP

Journal

Title: International Journal of Electrical Power & Energy Systems

Vol. 112

Pages: 404-416

ISSN: 0142-0615

Publisher: Elsevier

Indexing

ISI Web of Knowledge - 30 Citations

Scopus - 33 Citations

INSPEC

Other information

Authenticus ID: P-00Q-JQN

DOI: 10.1016/j.ijepes.2019.05.016

Abstract (EN): Residential buildings have become an active market participant in future power grid transactions due to the development of smart grid technologies, particularly smart meters. Keeping this in mind, this paper proposes a two-stage stochastic model including day-ahead and real-time local energy markets with the aim of domestic equipment scheduling, which reflects the uncertain mobility pattern of Electric Vehicle (EV) as well as the variability of micro wind turbine generation. The contribution of EV and battery in providing additional flexibility through bi-directional energy trading has been investigated considering deterministic and stochastic EV mobility patterns. Moreover, the smart home is modeled as a price-taker agent in the local market. Hence, different price-based Demand Response (DR) programs can affect its decisions. On this basis, a comprehensive analysis on the participation of a smart home in various price-based DR strategies is carried out with the aim of determining the most effective DR program from smart home owner point of view. The obtained results reveal that the participation of the smart home in Time-of-Use (ToU) pricing scheme not only reduces the operation cost, but also leads to smart home profitability.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 13