Fuzzy logic based energy management strategy for commercial buildings integrating photovoltaic and storage systems

被引：56

作者：

Zhang, He ^{[1
,2
]}

Davigny, Arnaud ^{[1
,2
]}

Colas, Frederic ^{[1
,3
]}

Poste, Yvan ^{[4
]}

Robyns, Benoit ^{[1
,2
]}

机构：

[1] Univ Lille Nord France, Lab Elect Engn & Power Elect Lille L2EP, Lille, France

[2] Ecole Hautes Etud Ingn HEI, Lille, France

[3] Ecole Arts & Metiers ParisTech AMPT, Lille, France

[4] Grp Auchan, Croix, France

来源：

ENERGY AND BUILDINGS | 2012年 / 54卷

关键词：

Photovoltaic (PV) systems; Fuzzy logic; Storage system; Energy management; Commercial building; Supermarket; COMFORT MANAGEMENT; SUPERVISION; DESIGN;

D O I：

10.1016/j.enbuild.2012.07.022

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

This paper presents an energy management strategy for a commercial building in supermarket application. Some objectives are established as load shedding, to reduce the electricity bill and the CO2 emissions of commercial building, using photovoltaic (PV) and storage systems. An energy management supervision strategy based on the rules of the electricity bill will be presented. This paper focuses on the supervision strategy with the help of fuzzy logic and a graphical methodology to build it. It is shown, with the help of simulations and some economic and ecological indicators that the energy bill cost and the CO2 emissions can be reduced by using the proposed solution. (C) 2012 Elsevier B.V. All rights reserved.

引用

页码：196 / 206

页数：11

共 31 条

[21]

Sechilariu M., 2009, EUROPEAN J ELECT ENG, V12, P609

[22] Multi-Source Power Generation System in Semi-Isolated and Safety Grid Configuration for Buildings [J].

Sechilariu, Manuela ;

Locment, Fabrice ;

Houssamo, Issam .

MELECON 2010: THE 15TH IEEE MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, 2010, :967-972

[23] Fuzzy control for improving energy management within indoor building environments [J].

Sierra, Enrique ;

Hossian, Alejandro ;

Britos, Paola ;

Rodriguez, Dario ;

Garcia-Martinez, Ramon .

CERMA 2007: ELECTRONICS, ROBOTICS AND AUTOMOTIVE MECHANICS CONFERENCE, PROCEEDINGS, 2007, :412-+

[24]

Sprooten J., 2009, EUROPEAN J ELECT ENG, V12, P553

[25] A demand limiting strategy for maximizing monthly cost savings of commercial buildings [J].

Sun, Yongjun ;

Wang, Shengwei ;

Huang, Gongsheng .

ENERGY AND BUILDINGS, 2010, 42 (11) :2219-2230

[26]

Varinakis V., 2012, APPL ENERGY

[27]

Vas P., 1999, Artificial-intelligence-based electrical machines and drives: Application of fuzzy, neural, fuzzy-neural, and genetic-algorithm-based techniques

[28] Multi-objective optimization for decision-making of energy and comfort management in building automation and control [J].

Yang, Rui ;

Wang, Lingfeng .

SUSTAINABLE CITIES AND SOCIETY, 2012, 2 (01) :1-7

[29]

Zhang H., 2012, SMART INNOVATION SYS, V12

[30] Comparison of different DC voltage supervision strategies in a local Power Distribution System of More Electric Aircraft [J].

Zhang, He ;

Saudemont, Christophe ;

Robyns, Benoit ;

Meuret, Regis .

MATHEMATICS AND COMPUTERS IN SIMULATION, 2010, 81 (02) :263-276

← 1 2 3 4 →