Optimization-based provincial hybrid renewable and non-renewable energy planning - A case study of Shanxi, China

被引:21
|
作者
Liu, Yuan [1 ]
He, Li [1 ,2 ]
Shen, Jing [1 ]
机构
[1] North China Elect Power Univ, Sch Renewable Energy, Beijing 102206, Peoples R China
[2] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Energy planning; Electric power system; Bi-level optimization; Interval linear programming; System cost; Pollutants emissions; WATER-RESOURCES MANAGEMENT; GREENHOUSE-GAS EMISSIONS; SOLID-WASTE MANAGEMENT; REGRESSION-MODEL; ELECTRICITY; CONSUMPTION; MARCELLUS; HYDROGEN;
D O I
10.1016/j.energy.2017.03.092
中图分类号
O414.1 [热力学];
学科分类号
摘要
Energy planning is crucial to regional sustainable development, it contributes to dealing with electricity demand and supply effectively and tackling air-pollution control in a long-term view. However, the planning is complicated with various factor interrelationships and uncertainties. In this paper, an inexact Bi-level optimization method based on provincial scale hybrid renewable and non-renewable energy planning is developed. This method incorporates Analytic Hierarchy Process based on induced ordered weighted averaging operator and demand side management policies (IOWA-AHP-DSM), interval linear programming (ILP), and bi-level programming method (BLP) into electric power system (EPS) to optimize energy planning and air pollution control. A case study with both environmental and economic objects in Shanxi Province, China, are involved to demonstrate the availability of this method. Seven renewable energy proportion scenarios (0%, 5%, 10%, 15%, 20%, 25% and 30%) are set in this study. Results show that as the proportion increases, the amount of power generation and capacity expansion from natural gas and renewable energy resources increases, while the amount of power from coal and oil, the pollutants emissions and the trading volume of SO2 decreases. According to the satisfaction degrees of these solutions, results show that it meets both goals when the proportion is 20%. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:839 / 856
页数:18
相关论文
共 50 条
  • [21] The prominence of renewable and non-renewable electricity generation on the environmental Kuznets curve: A case study of Ethiopia
    Usama, Al-mulali
    Solarin, Sakiru Adebola
    Salahuddin, Mohammad
    ENERGY, 2020, 211
  • [22] Non-renewable energy efficiency optimization in energy harvesting relay-assisted system
    Zhao, Ming
    Deng, Dan
    Zhou, Wuyang
    Fan, Lisheng
    PHYSICAL COMMUNICATION, 2018, 29 : 183 - 190
  • [23] An optimization-based planning of investment strategies for a renewable energy supply system from biomass utilization
    Cho, Seolhee
    Kim, Jiyong
    KOREAN JOURNAL OF CHEMICAL ENGINEERING, 2016, 33 (10) : 2808 - 2819
  • [24] An optimization-based planning of investment strategies for a renewable energy supply system from biomass utilization
    Seolhee Cho
    Jiyong Kim
    Korean Journal of Chemical Engineering, 2016, 33 : 2808 - 2819
  • [25] Models for Predicting Non-Renewable Energy Competing with Renewable Source for Sustainable Energy Development: Case of Asia and Oceania Region
    Ikram M.
    Global Journal of Flexible Systems Management, 2021, 22 (Suppl 2) : 133 - 160
  • [26] Contribution into Robust Optimization of Renewable Energy Sources: Case Study of a Standalone Hybrid Renewable System in Cameroon
    Mbasso, Wulfran Fendzi
    Naoussi, Serge Raoul Dzonde
    Molu, Reagan Jean Jacques
    Tsobze, Saatong Kenfack
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2023, 13 (03): : 1093 - 1118
  • [27] CO2 emissions, economic growth, renewable and non-renewable energy production and foreign trade in China
    Chen, Yulong
    Wang, Zheng
    Zhong, Zhangqi
    RENEWABLE ENERGY, 2019, 131 : 208 - 216
  • [28] Economic analysis of a hybrid intelligent optimization-based renewable energy system using smart grids
    Suresh, K.
    Jagatheeswari, P.
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (05) : 6651 - 6662
  • [29] Renewable and non-renewable energy use - economic growth nexus: The case of MENA Net Oil Importing Countries
    Kahia, Montassar
    Ben Aissa, Mohamed Safouane
    Lanouar, Charfeddine
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 71 : 127 - 140
  • [30] Renewable, non-renewable energy consumption and income in top ten renewable energy-consuming countries: Advanced Fourier based panel data approaches
    Fareed, Zeeshan
    Pata, Ugur Korkut
    RENEWABLE ENERGY, 2022, 194 : 805 - 821