Stochastic processes;
Brain modeling;
Hydrogen;
Indexes;
Uncertainty;
Renewable energy sources;
Programming;
Risk-based operation;
grid modernization;
power-to-gas (P2G);
uncertainty modeling;
100% renewables integration;
transactive energy;
power and gas incorporated network;
ELECTRICITY;
OPTIMIZATION;
SYSTEMS;
FLOW;
WIND;
D O I:
10.1109/TSG.2022.3218255
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
The ever-growing multi-vector systems along with the penetration of renewable energy sources (RESs) entail significant changes for shifting from centralized, isolated, and passive structures to potentially distributed, hybrid, and autonomous modern multi-vector energy grids (MVEGs). This paper proposes a transactive energy (TE) solution for the techno-environmental-economic operation of multi-carrier multi-microgrids (MCMs) with 100% RESs by co-optimizing power and gas grids. Indeed, TE is advanced for making a fair economic model by developing the free multi-energy sharing area (MESA) for MCMs to allow them to exchange energy with the aim of pursuing their technical, environmental, and economic goals. As 100% RESs bring severe uncertainties in the energy production sector, appropriately modeling such stochastic variations is a necessary step for obtaining realistic results in exploring the overall system. Thereby, the stochastic conditional value at risk (CVaR) technique is developed to model the risk of MCMs presence in energy interactions, in which scenario generation and reduction are performed by applying the seasonal autoregressive integrated moving average and fast forward selection methods. The problem is cast into a tractable mixed-integer linear programming by properly linearizing AC power flow and nonlinear gas equations that allows the system to extract confident results. The coupled structure of the modified IEEE 33-bus and 14-node gas systems is used as the test system for verifying the effectiveness of the proposed model. The results show the applicability of the proposed model in reliably integrating 100% RESs as well as procuring a fair condition for MCMs in the hybrid structure of the energy grid.
机构:
IIT, ECE Dept, Chicago, IL 60616 USAIIT, ECE Dept, Chicago, IL 60616 USA
Affolabi, Larissa
Shahidehpour, Mohammad
论文数: 0引用数: 0
h-index: 0
机构:
IIT, ECE Dept, Chicago, IL 60616 USA
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi ArabiaIIT, ECE Dept, Chicago, IL 60616 USA
Shahidehpour, Mohammad
Gan, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Sch Elect & Elect Engn, Wuhan 430074, Peoples R ChinaIIT, ECE Dept, Chicago, IL 60616 USA
Gan, Wei
Yan, Mingyu
论文数: 0引用数: 0
h-index: 0
机构:
IIT, ECE Dept, Chicago, IL 60616 USAIIT, ECE Dept, Chicago, IL 60616 USA
Yan, Mingyu
Chen, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Energy Syst Div, Lemont, IL 60439 USAIIT, ECE Dept, Chicago, IL 60616 USA
Chen, Bo
Pandey, Shikhar
论文数: 0引用数: 0
h-index: 0
机构:
Commonwealth Edison Co Oakbrook Terrace, Oak Brook Terrace, IL 60181 USAIIT, ECE Dept, Chicago, IL 60616 USA
Pandey, Shikhar
Vukojevic, Aleksandar
论文数: 0引用数: 0
h-index: 0
机构:
Commonwealth Edison Co Oakbrook Terrace, Oak Brook Terrace, IL 60181 USAIIT, ECE Dept, Chicago, IL 60616 USA
Vukojevic, Aleksandar
Paaso, Esa Aleksi
论文数: 0引用数: 0
h-index: 0
机构:
Commonwealth Edison Co Oakbrook Terrace, Oak Brook Terrace, IL 60181 USAIIT, ECE Dept, Chicago, IL 60616 USA
Paaso, Esa Aleksi
Alabdulwahab, Ahmed
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi Arabia
King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi ArabiaIIT, ECE Dept, Chicago, IL 60616 USA
Alabdulwahab, Ahmed
Abusorrah, Abdullah
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi Arabia
King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi ArabiaIIT, ECE Dept, Chicago, IL 60616 USA
机构:
IIT, ECE Dept, Chicago, IL 60616 USAIIT, ECE Dept, Chicago, IL 60616 USA
Affolabi, Larissa
Shahidehpour, Mohammad
论文数: 0引用数: 0
h-index: 0
机构:
IIT, ECE Dept, Chicago, IL 60616 USA
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi ArabiaIIT, ECE Dept, Chicago, IL 60616 USA
Shahidehpour, Mohammad
Gan, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Sch Elect & Elect Engn, Wuhan 430074, Peoples R ChinaIIT, ECE Dept, Chicago, IL 60616 USA
Gan, Wei
Yan, Mingyu
论文数: 0引用数: 0
h-index: 0
机构:
IIT, ECE Dept, Chicago, IL 60616 USAIIT, ECE Dept, Chicago, IL 60616 USA
Yan, Mingyu
Chen, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Energy Syst Div, Lemont, IL 60439 USAIIT, ECE Dept, Chicago, IL 60616 USA
Chen, Bo
Pandey, Shikhar
论文数: 0引用数: 0
h-index: 0
机构:
Commonwealth Edison Co Oakbrook Terrace, Oak Brook Terrace, IL 60181 USAIIT, ECE Dept, Chicago, IL 60616 USA
Pandey, Shikhar
Vukojevic, Aleksandar
论文数: 0引用数: 0
h-index: 0
机构:
Commonwealth Edison Co Oakbrook Terrace, Oak Brook Terrace, IL 60181 USAIIT, ECE Dept, Chicago, IL 60616 USA
Vukojevic, Aleksandar
Paaso, Esa Aleksi
论文数: 0引用数: 0
h-index: 0
机构:
Commonwealth Edison Co Oakbrook Terrace, Oak Brook Terrace, IL 60181 USAIIT, ECE Dept, Chicago, IL 60616 USA
Paaso, Esa Aleksi
Alabdulwahab, Ahmed
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi Arabia
King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi ArabiaIIT, ECE Dept, Chicago, IL 60616 USA
Alabdulwahab, Ahmed
Abusorrah, Abdullah
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi Arabia
King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi ArabiaIIT, ECE Dept, Chicago, IL 60616 USA