0% Complete
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 Beheshtikhoo
1
Mahdi Pourgholi
2
Iman Khazaee
3
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.
لیست مقالات
لیست مقالات بایگانی شده
Scattering by an array of PEC cylinders in ferrite media using spectral technique
Zahra Bahrami - Asghar Keshtkar - Ayaz Ghorbani
Investigation of Cross-coupling Effects on Grid-connected Inverters with LCL Filter Based on RGA Analysis
Ali Rezaei - Mohsen Hamzeh - Nima Mahdian Dehkordi
Optimal Placement of Unified Power Flow Controller in Power System Considering Transient Stability and Voltage Stability Criteria
Esmail Zahmatkeshan - Mohsen Bandekhoda
Design, Prototyping and Performance Analysis of a Barometric-Based Soft Force Sensor
Mohammad Reza SheykhAzimi - Mohammad Reza Nayeri - Mehdi Tale Masouleh - Ahmad Kalhor
یک روش تشخیص و تصحیح خطا برای بلوک های داده
سعیده صادقی - محسن راجی
تخمین بهینه پارامترهای مدل یک ماژول فتوولتائیک توسط الگوریتم بهینه سازی Mayfly
پریسا اکبری - نجمه اقبال
Design of a 2MW Medium Voltage Conventional Hybrid DC Circuit Breaker for Railway Application
Seyed Hamid Khalkhali - Mohsen Taghizadeh Kejani - Ali Asghar Razi Kazemi
Design and Parametric Study of Circular Polarized Electrically Small Archimedean Spiral PIFA Antenna for Biomedical Implants in ISM Band
Sina Saeedi - Arezoo Abdi - Farhad Ghorbani - Hadi Aliakbarian - Ramezan Ali Sadeghzadeh
Peer-to-peer Energy Sharing Considering Prosumers' Preferences and Load Uncertainties
Mohammad Bagher Moradi - Mohammad Hasan Nazari - Seyed Hossein Hosseinian - Hamed Nafisi
Multi-objective Optimization of Peer-to-Peer Transactions in Arizona State University’s Microgrid by NSGA II
Pourya Shirinshahrakfard - Amir Abolfazl Suratgar - Mohammad Bagher Menhaj - Gevork B. Gharehpetian
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.0.4