A Fuzzy Multi-ObjectiveOptimization Model for Production and Consumption Management in Energy Micro Smart Grids

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Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:

Electricity is one of the most important carriers of energy used in buildings. By introducing energy smart grids (SG) and energy micro smart grids (MSGs) alongside smart buildings, a good platform has been provided to optimize electricity production and consumption. In this paper, an MSG consists of renewable resources, diesel generators, and cell batteries in bidirectional connection with an SG is modeled, which is connected to a smart building, including lighting, temperature, and air conditioning loads on the consumer side Fuzzy controllers have been used to implement intelligent building management systems and MSG to manage power generation and sales with SG. The decision variables are fuzzy controller rules optimized by an NSGAII multi-objective optimization algorithm with five different objective functions. The results show that the fuzzy controllers work better than the methods directly using the power allocated to the building loads as the decision variable.

Language:
Persian
Published:
Journal of Energy Engineering & Management, Volume:11 Issue: 1, 2021
Pages:
48 to 61
https://www.magiran.com/p2296604  
سامانه نویسندگان
  • Shakouri Ganjavi، Hamed
    Author (2)
    Shakouri Ganjavi, Hamed
    Associate Professor School of Industrial and Systems Engineering, University of Tehran, تهران, Iran
  • Kazemi، Alieh
    Corresponding Author (3)
    Kazemi, Alieh
    Associate Professor Industrial Management, University of Tehran, تهران, Iran
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