A multi-period optimization model for power sector with CO2 emission considerations

被引:8
|
作者
Hakeem, Luqman [1 ]
Khan, Muhammad Anas [1 ]
Muhammad, Rizwan [2 ]
Elkamel, Ali [3 ]
Muhammad, Zaman [1 ]
机构
[1] Pakistan Inst Engn & Appl Sci PIEAS, Dept Chem Engn, Islamabad, Pakistan
[2] Univ Bahrain, Coll Engn, Dept Chem Engn, Isa Town, Bahrain
[3] Univ Waterloo, Dept Chem Engn, Waterloo, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
carbon capture and sequestrations; energy optimization; energy planning; fuel balancing; multi-period optimization; LINEAR-PROGRAMMING MODEL; ENERGY; CAPTURE;
D O I
10.1002/er.7337
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
A multi-period mixed-integer linear programming model was developed to minimize the cumulative cost associated with electricity generation and reduce the carbon dioxide emissions. Fuel balancing and carbon capture and sequestration were investigated for carbon dioxide mitigation. The developed model was implemented on the power sector of Pakistan for a period of 11 years starting from 2020. All the existing and new planned power plants were included, and capacity expansion was only considered where required. Low, normal, and high gross domestic product growth rate-based electricity demands were considered, keeping summer and winter demands separately. Fuel balancing can mitigate 38.5% average carbon dioxide emissions for both summer and winter, whereas carbon capture and sequestration can mitigate 26.2% and 2.2% average carbon dioxide emissions for summer and winter, respectively. Carbon capture and sequestration can mitigate 23.4% average carbon dioxide emissions (for normal gross domestic product summer) compared to 16.5% mitigation in fuel balancing (for normal gross domestic product summer and winter). Carbon dioxide emissions mitigation was negligible in carbon dioxide case (ie, 1.1%) for normal gross domestic product winter. For high gross domestic product case, fuel balancing could not mitigate carbon dioxide emissions, and carbon capture and sequestration was the only option for carbon dioxide mitigation, which resulted in 23.4% and 6.3% mitigation for summer and winter, respectively.
引用
收藏
页码:2655 / 2673
页数:19
相关论文
共 50 条
  • [1] A multi-period optimization model for energy planning with CO2 emission considerations
    Sirikitputtisak, Tule
    Mirzaesmaeeli, Hamidreza
    Douglas, Peter L.
    Croiset, Eric
    Elkamel, Ali
    Gupta, Murlidhar
    [J]. GREENHOUSE GAS CONTROL TECHNOLOGIES 9, 2009, 1 (01): : 4339 - 4346
  • [2] A multi-period optimization model for energy planning with CO2 emission consideration
    Mirzaesmaeeli, H.
    Elkamel, A.
    Douglas, P. L.
    Croiset, E.
    Gupta, M.
    [J]. JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2010, 91 (05) : 1063 - 1070
  • [3] Multi-period optimization model for the UAE power sector
    Betancourt-Torcat, Alberto
    Almansoori, Ali
    [J]. CLEAN, EFFICIENT AND AFFORDABLE ENERGY FOR A SUSTAINABLE FUTURE, 2015, 75 : 2791 - 2797
  • [4] A Multi-Period Multi-Region Optimization Model of China's Power Sector Considering Synergetic CO2 and Air Pollutants Control
    Ye, Minhua
    Cai, Wenjia
    Wang, Can
    [J]. 2013 INTERNATIONAL SYMPOSIUM ON ENVIRONMENTAL SCIENCE AND TECHNOLOGY (2013 ISEST), 2013, 18 : 397 - 403
  • [5] Optimization model for energy planning with CO2 emission considerations
    Hashim, H
    Douglas, P
    Elkamel, A
    Croiset, E
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2005, 44 (04) : 879 - 890
  • [6] CO2 emissions trading planning in combined heat and power production via multi-period stochastic optimization
    Rong, Aiying
    Lahdelma, Risto
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 176 (03) : 1874 - 1895
  • [7] Multi-period VaR-constrained portfolio optimization with applications to the electric power sector
    Kleindorfer, PR
    Li, L
    [J]. ENERGY JOURNAL, 2005, 26 (01): : 1 - 26
  • [8] MULTI-PERIOD PORTFOLIO OPTIMIZATION OF POWER GENERATION ASSETS
    Glensk, Barbara
    Madlener, Reinhard
    [J]. OPERATIONS RESEARCH AND DECISIONS, 2013, 23 (04) : 21 - 38
  • [9] A Multi-period Optimization Model for the Design of an Off-Grid Micro Hydro Power Plant with Profitability and Degradation Considerations
    Hernandez, Juan Carlo
    Penas, Carlos Jan
    Tiu, Adrianne Ressa
    Sy, Charlle
    [J]. PROCESS INTEGRATION AND OPTIMIZATION FOR SUSTAINABILITY, 2021, 5 (02) : 193 - 205
  • [10] Global Optimization of Multi-period Optimal Power Flow
    Gopalakrishnan, Ajit
    Raghunathan, Arvind U.
    Nikovski, Daniel
    Biegler, Lorenz T.
    [J]. 2013 AMERICAN CONTROL CONFERENCE (ACC), 2013, : 1157 - 1164