کنفرانس مهندسی برق ایران

صفحه اصلی / سی امین کنفرانس بین المللی مهندسی برق

Type-2 fuzzy expert system for management of smart home with combining renewable resources

نویسندگان :

Ali Beheshtikhoo¹ Mahdi Pourgholi² Iman Khazaee³

1- Shahid Beheshti University 2- Shahid Beheshti University 3- Shahid Beheshti University

کلمات کلیدی :

smart home،type-2 fuzzy controller،energy management system،fuel cell،alternative energy sources،storage system،electric vehicle.

چکیده :

This paper presents a type-2 fuzzy expert system (T2-FES) for load-side management, Alternative energy sources management, and electrical energy storage for a smart home. The presented T2-FES makes decisions automatically in a smart home energy management system (EMS), which includes renewable energy sources (RES), batteries, controllable loads (CL), uncontrollable loads (UL), fuel cells, and electric vehicle (EV). The T2-FES reduces energy consumption during peak hours and uses RES to minimize consumption energy from the grid. In the proposed EMS, two type-2 fuzzy logic controllers (T2-FLC) are used, inputting data to the EMS, including the generation of RES, electricity costs, state of charge (SOC) of an EV, fuel cell power, CL, and UL power. The input data in this study has been measured over a year and used in the correct configuration of the control system. This study illustrates outputs to opt for energy generation, CL and used energy in a smart home. Finally, the T2-FES has been tested on one smart home and evaluated with one-day real data in Tehran, Iran.