Published February 22, 2022 | Version v1
Journal article Open

Goal Programming Approach for Energy Management of Smart Building

  • 1. Polytechnic of Porto (ISEP/IPP), GECAD Research Group
  • 2. Polytechnic of Porto

Description

In this paper, a collective residential building is considered in which the following points are taken into consideration: (i) a flexibility value of Contract Power (CP) is considered for each consumer; (ii) it is assumed a single CP for the entire building; (iii) an energy resource manager entity is considered to manage the energy resources in the residential building, such as Electric Vehicles (EVs), Photovoltaic (PV) generation system, and the Battery Energy Storage System (BESS). Taking into consideration the previous assumptions, the major goal of this work is to minimize the electricity consumption costs of the residential building by using a Multi-Objective Mixed-Binary Linear Programming (MOMBLP) formulation. The objective function of the MOMBLP model minimizes the electricity cost consumption of each apartment. Then, a Goal Programming (GP) strategy is applied to find the most appropriate solutions for the proposed MOMBLP model. Finally, the performance of the suggested model is evaluated by comparing the obtained results from a Single-Objective Mixed-Binary Linear Programming (SOMBLP) approach in which the whole building consumption cost is minimized. The results show that using the GP strategy a reduction of 7.5% in the total annual energy consumption is verified in comparison with SOMBLP. Moreover, the GP approach leads to fair benefit among building consumers, by finding a solution with less distance from the desired level.

Notes

This work was supported in part by the Fundo Europeu de Desenvolvimento Regional (FEDER) Funds through Programa Operacional para a Competitividade e Internacionalização (COMPETE) Program, and in part by the National Funds through Fundação para a Ciência e a Tecnologia (FCT) under Project BENEFICE–PTDC/EEI-EEE/29070/2017, Project UIDB/00760/2020, and Grant CEECIND/02814/2017.

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Funding

PTDC/EEI-EEE/29070/2017 – Building Resources Management towards flexible Contracted Power PTDC/EEI-EEE/29070/2017
Fundação para a Ciência e Tecnologia
CEECIND/02814/2017/CP1417/CT0002 – Not available CEECIND/02814/2017/CP1417/CT0002
Fundação para a Ciência e Tecnologia