It is important to understand the features of an integrated renewable energy power system, especially for deregulated systems. The greatest obstacle to assimilating renewable energy generators with the existing electrical system is their unpredictability. Because wind energy is inconsistent, incorporating it into an established power system necessitates more planning. The effects of wind farm (WF) incorporation with fuel cells and a unified power flow controller (UPFC) on electric losses, voltage profile, generating price, and the economics of the system in a deregulated power market are examined in this paper. An impact analysis of integrating wind farms into controlled and uncontrolled situations is conducted. At two randomly selected locations in India, the real-time statistics of the actual wind speed (AWS) and forecasted wind speed (FWS) were merged for this study. The surplus charge rate and deficit charge rate are intended to evaluate the imbalance cost which is arising from the difference between anticipated and true wind speeds to determine the economics of the system. Customers are always trying to find electricity that is reliable, inexpensive, and efficient due to the reconfiguration of the power system. As a consequence, the security limitations of the system may be surpassed or might function beyond the safety limit, which is undesirable. In the last section, heuristic algorithms, such as sequential quadratic programming (SQP), artificial bee colony algorithms (ABC), and moth-flame optimization algorithms (MFO), are employed to analyze economic risk. In the real-time energy market, it also covers how the fuel cells and UPFC are utilized to rectify the WF integration's deviation. Economic risk evaluation approaches include value-at-risk (VaR) and conditional value-at-risk (CVaR). A modified IEEE 30-bus test system is used throughout the whole project.
机构:
Taif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi ArabiaTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Albogamy, Fahad R.
;
Khan, Sajjad Ali
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机构:
Univ Engn & Technol, US Pakistan Ctr Adv Studies Energy, Peshawar 25000, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Khan, Sajjad Ali
;
Hafeez, Ghulam
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h-index: 0
机构:
Univ Engn & Technol, Dept Elect Engn, Mardan 23200, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Hafeez, Ghulam
;
Murawwat, Sadia
论文数: 0引用数: 0
h-index: 0
机构:
Women Univ, Lahore Coll, Dept Elect Engn, Lahore 51000, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Murawwat, Sadia
;
Khan, Sheraz
论文数: 0引用数: 0
h-index: 0
机构:
Univ Engn & Technol, Dept Elect Engn, Mardan 23200, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Khan, Sheraz
;
Haider, Syed Irtaza
论文数: 0引用数: 0
h-index: 0
机构:
King Saud Univ, Coll Comp & Informat Sci, Riyadh 11543, Saudi ArabiaTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Haider, Syed Irtaza
;
Basit, Abdul
论文数: 0引用数: 0
h-index: 0
机构:
Univ Engn & Technol, US Pakistan Ctr Adv Studies Energy, Peshawar 25000, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Basit, Abdul
;
Thoben, Klaus-Dieter
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bremen, Fac Prod Engn, D-28359 Bremen, Germany
BIBA Bremer Inst Prod & Logist GmbH, D-28359 Bremen, GermanyTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
机构:
State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Anhui Power Exchange Ctr Co, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Cui, Jinrui
;
Li, Yating
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Li, Yating
;
He, Chuan
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h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Anhui Power Exchange Ctr Co, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
He, Chuan
;
Zhang, Zhi
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机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Zhang, Zhi
;
Wang, Haichao
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机构:
State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Anhui Power Exchange Ctr Co, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Wang, Haichao
;
Tang, Jiajun
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机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Tang, Jiajun
;
Li, Yongbo
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机构:
State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Anhui Power Exchange Ctr Co, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Li, Yongbo
;
Cai, Hualin
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State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Cai, Hualin
;
Lin, Zhenzhi
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机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R China
Shandong Univ, Coll Elect Engn, Dept Elect Engn, Jinan, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Lin, Zhenzhi
;
Yang, Li
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h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
机构:
Taif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi ArabiaTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Albogamy, Fahad R.
;
Khan, Sajjad Ali
论文数: 0引用数: 0
h-index: 0
机构:
Univ Engn & Technol, US Pakistan Ctr Adv Studies Energy, Peshawar 25000, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Khan, Sajjad Ali
;
Hafeez, Ghulam
论文数: 0引用数: 0
h-index: 0
机构:
Univ Engn & Technol, Dept Elect Engn, Mardan 23200, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Hafeez, Ghulam
;
Murawwat, Sadia
论文数: 0引用数: 0
h-index: 0
机构:
Women Univ, Lahore Coll, Dept Elect Engn, Lahore 51000, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Murawwat, Sadia
;
Khan, Sheraz
论文数: 0引用数: 0
h-index: 0
机构:
Univ Engn & Technol, Dept Elect Engn, Mardan 23200, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Khan, Sheraz
;
Haider, Syed Irtaza
论文数: 0引用数: 0
h-index: 0
机构:
King Saud Univ, Coll Comp & Informat Sci, Riyadh 11543, Saudi ArabiaTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Haider, Syed Irtaza
;
Basit, Abdul
论文数: 0引用数: 0
h-index: 0
机构:
Univ Engn & Technol, US Pakistan Ctr Adv Studies Energy, Peshawar 25000, PakistanTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
Basit, Abdul
;
Thoben, Klaus-Dieter
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bremen, Fac Prod Engn, D-28359 Bremen, Germany
BIBA Bremer Inst Prod & Logist GmbH, D-28359 Bremen, GermanyTaif Univ, Turabah Univ Coll, Comp Sci Program, POB 11099, At Taif 21944, Saudi Arabia
机构:
State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Anhui Power Exchange Ctr Co, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Cui, Jinrui
;
Li, Yating
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Li, Yating
;
He, Chuan
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Anhui Power Exchange Ctr Co, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
He, Chuan
;
Zhang, Zhi
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Zhang, Zhi
;
Wang, Haichao
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Anhui Power Exchange Ctr Co, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Wang, Haichao
;
Tang, Jiajun
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Tang, Jiajun
;
Li, Yongbo
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Anhui Power Exchange Ctr Co, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Li, Yongbo
;
Cai, Hualin
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h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Hefei, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Cai, Hualin
;
Lin, Zhenzhi
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h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R China
Shandong Univ, Coll Elect Engn, Dept Elect Engn, Jinan, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China
Lin, Zhenzhi
;
Yang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Dept Elect Engn, Hangzhou, Peoples R ChinaState Grid Anhui Elect Power Co Ltd, Hefei, Peoples R China