A multi-objective optimization for energy management in a renewable micro-grid system: A data mining approach

2014 ◽  
Vol 6 (2) ◽  
pp. 023127 ◽  
Author(s):  
Mehdi Parvizimosaed ◽  
Farid Farmani ◽  
Ashkan Rahimi-Kian ◽  
Hassan Monsef
Keyword(s):  
Data Mining ◽  
Energy Management ◽  
Grid System ◽  
Multi Objective Optimization ◽  
Multi Objective ◽  
System A ◽  
Data Mining Approach ◽  
Micro Grid

Distributed Renewable Energy Access to Micro-Grid System Random Multi-Objective Economic Dispatch

2014 ◽  
Vol 651-653 ◽  
pp. 1037-1045
Author(s):  
Ming Xu ◽  
Wen Bin Xiang
Keyword(s):  
Renewable Energy ◽  
Economic Dispatch ◽  
Grid System ◽  
Energy Access ◽  
Multi Objective ◽  
System A ◽  
Simulink Simulation ◽  
Dispatch System ◽  
Micro Grid ◽  
Generation Technology

With the development of distributed generation technology rapidly, a large number of wind, solar and other renewable energy access to access system . Since renewable energy is intermittent and stochastic, which posed economic dispatch system a serious challenge. Consider the system operating costs and sewage expenses, the paper constructs multi-objective micro-grid system economic dispatch model composed by the wind turbine, diesel engine, battery and load. And through MATLAB / Simulink simulation, model is established to verify the correctness and effectiveness.

A Comprehensive Review on Energy Management in Micro‐Grid System

2021 ◽  
pp. 1-24
Author(s):  
Sanjay Kumar ◽  
R. K. Saket ◽  
P. Sanjeevikumar ◽  
Jens Bo Holm‐Nielsen
Keyword(s):  
Energy Management ◽  
Grid System ◽  
Comprehensive Review ◽  
Micro Grid

scholarly journals Multi-Objective Energy Management of a Micro-Grid Considering Stochastic Nature of Load and Renewable Energy Resources

Electronics ◽  
2021 ◽  
Vol 10 (4) ◽  
pp. 403
Author(s):  
Deyaa Ahmed ◽  
Mohamed Ebeed ◽  
Abdelfatah Ali ◽  
Ali S. Alghamdi ◽  
Salah Kamel
Keyword(s):  
Renewable Energy ◽  
Objective Function ◽  
Energy Management ◽  
Energy Resources ◽  
Management Problem ◽  
Renewable Energy Resources ◽  
Multi Objective ◽  
Stochastic Nature ◽  
Whale Optimization ◽  
Micro Grid

Optimal inclusion of a photovoltaic system and wind energy resources in electrical grids is a strenuous task due to the continuous variation of their output powers and stochastic nature. Thus, it is mandatory to consider the variations of the Renewable energy resources (RERs) for efficient energy management in the electric system. The aim of the paper is to solve the energy management of a micro-grid (MG) connected to the main power system considering the variations of load demand, photovoltaic (PV), and wind turbine (WT) under deterministic and probabilistic conditions. The energy management problem is solved using an efficient algorithm, namely equilibrium optimizer (EO), for a multi-objective function which includes cost minimization, voltage profile improvement, and voltage stability improvement. The simulation results reveal that the optimal installation of a grid-connected PV unit and WT can considerably reduce the total cost and enhance system performance. In addition to that, EO is superior to both whale optimization algorithm (WOA) and sine cosine algorithm (SCA) in terms of the reported objective function.

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