A MILP algorithm for the optimal sizing of an off-grid hybrid renewable energy system in South Tyrol

被引:34
|
作者
Alberizzi, Jacopo C. [1 ]
Rossi, Mose [1 ]
Renzi, Massimiliano [1 ]
机构
[1] Free Univ Bozen Bolzano, Fac Sci & Technol, Piazza Univ 5, I-39100 Bozen Bolzano, Italy
关键词
Hybrid off-grid energy system; Mixed integer linear programming; Matlab (c); Optimization algorithm; Renewable energy; OPTIMIZATION; GENERATION;
D O I
10.1016/j.egyr.2019.08.012
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The exploitation of renewable energy sources through sustainable energy technologies are taking the field to decrease the pollutions' emissions into the Earth's environment. To offset the limitations of such resources, hybrid energy systems are becoming fundamental in grid-connected applications as well as in off-grid ones. However, the unsteady behavior of renewable sources, such as Sun and Wind, complicates the prediction of the energy production's trend. The main factors and components involved in the design of hybrid energy systems are: (i) type of generators, (ii) their optimal number, (iii) storage systems and (iv) optimal management strategies. All of them have to be considered simultaneously to develop the optimal solution aimed at either reducing the dependence from fossil fuels or granting the supply of energy. In this paper, a methodology based on the Mixed Integer Linear Programming (MILP) is presented and adopted to meet the electric demand of a mountain lodge located in a remote area in South-Tyrol (Italy). The methodology has been developed implementing an algorithm through the Matlab (c) software. The algorithm is capable of evaluating the optimal size of a hybrid off-grid Solar-Wind system with battery storage in order to replace an Internal Combustion Engine (ICE) fueled by diesel. (C) 2019 Published by Elsevier Ltd.
引用
收藏
页码:21 / 26
页数:6
相关论文
共 50 条
  • [41] Analysis of Energy Management and Battery Sizing in an Off-Grid Hybrid Solar Thermoelectric Generation System
    Malik, Muhammad Suleman
    Azmatullah, Umer
    Khan, Muhammad Omer
    Abu Bakr, Muhammad
    Ahmad, Mubasher
    ENERGY TECHNOLOGY, 2022, 10 (03)
  • [42] A novel framework for optimal sizing of hybrid grid-independent renewable energy system
    Elahi, Azar
    Baygi, Seyed Mahdi Hadad
    Farzaneh, Javad
    Rahimi, Farzaneh
    Karsaz, Ali
    26TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE 2018), 2018, : 1292 - 1297
  • [43] Comparative Performance Study of Genetic Algorithm and Particle Swarm Optimization Applied on Off-grid Renewable Hybrid Energy System
    Tudu, Bhimsen
    Majumder, Sibsankar
    Mandal, Kamal K.
    Chakraborty, Niladri
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, PT I, 2011, 7076 : 151 - 158
  • [44] Optimization of Hybrid Energy System for Off-grid Application
    Upadhyay, Subho
    Sharma, M. P.
    2013 INTERNATIONAL CONFERENCE ON ENERGY EFFICIENT TECHNOLOGIES FOR SUSTAINABILITY (ICEETS), 2013,
  • [45] Optimal design of an off-grid electrical system in remote areas with different renewable energy scenarios
    Smaoui, Mariem
    Rekik, Mouna
    Krichen, Lotfi
    ENERGY, 2025, 318
  • [46] Off-grid hybrid renewable energy system for rural healthcare centers: A case study in Nigeria
    Babatunde, Olubayo Moses
    Adedoja, Oluwaseye Samson
    Babatunde, Damilola Elizabeth
    Denwigwe, Iheanacho Henry
    ENERGY SCIENCE & ENGINEERING, 2019, 7 (03): : 676 - 693
  • [47] Simulation-Based Optimization of Hybrid Renewable Energy System for Off-grid Rural Electrification
    Oladeji, Akinola Sunday
    Akorede, Mudathir Funsho
    Aliyu, Salihu
    Mohammed, Abdulrasaq Apalando
    Salami, Adebayo Wahab
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY DEVELOPMENT-IJRED, 2021, 10 (04): : 667 - 686
  • [48] Modeling and Optimal Sizing of Hybrid Renewable Energy System
    Belfkira, Rachid
    Nichita, Cristian
    Reghem, Pascal
    Barakat, Georges
    2008 13TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE, VOLS 1-5, 2008, : 1834 - 1839
  • [49] Optimal hybrid pumped hydro-battery storage scheme for off-grid renewable energy systems
    Guezgouz, Mohammed
    Jurasz, Jakub
    Bekkouche, Bennaissa
    Ma, Tao
    Javed, Muhammad Shahzad
    Kies, Alexander
    ENERGY CONVERSION AND MANAGEMENT, 2019, 199
  • [50] Modelling an off-grid hybrid renewable energy system to deliver electricity to a remote Indian island
    Roy, Dibyendu
    ENERGY CONVERSION AND MANAGEMENT, 2023, 281