Title of article :
Economic-Environmental Optimization of an Energy Hub with DRPs and Power-to-Gas Technology under Uncertainties with Introducing a Novel Optimization Algorithm
Author/Authors :
Akbarpour ، Mehdi Department of Electrical Engineering - Islamic Azad University, Sirjan Branch , Abdollahi ، Amir Electrical Engineering Department - Shahid Bahonar University of Kerman , abdali ، mehran Department of Electrical Engineering - Islamic Azad University, Sirjan Branch , vosoogh ، mahdi Department of Electrical Engineering - Islamic Azad University, Sirjan Branch
From page :
224
To page :
238
Abstract :
In this paper, a new framework for stochastic optimal economic-environmental energy management of an energy hub (EH) is proposed. The uncertain {Flexible loads, energy market prices, wind power generation and power to gas (P2G) technology} are also considered in the proposed structure. Here, an innovative objective function including both operating and emissions costs is suggested and a self-adaptive hybrid algorithm of hybrid bald eagle search and mutant grey wolf optimization (hBES-MGWO) is proposed for solving such optimization problem. The simulation results indicate that flexible loads and their participation in demand response programs (DRPs) can considerably reduce the operating costs of EH. More participation of flexible loads in DRPs will cause to the lower operation cost. In this paper, an economic model of responsive loads is employed based on elasticity of demand and customer benefit function. It is shown that considering the emission cost in objective function leads to an increasement in EH’ operation costs. It is also demonstrated that the proposed hBES-MGWO has higher accuracy in comparison with the other optimization algorithms.
Keywords :
Energy hub , Flexible Load , hBES , MOGWO Algorithm , Economic model of DRPs , Load Flexibility Index
Journal title :
Journal of Energy Management and Technology
Journal title :
Journal of Energy Management and Technology
Record number :
2778950
Link To Document :
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