Prioritization of thermal energy techniques by employing picture fuzzy soft power average and geometric aggregation operators
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Mahmood, Tahir
[1
]
Ahmmad, Jabbar
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Int Islamic Univ, Dept Math & Stat, Islamabad, PakistanInt Islamic Univ, Dept Math & Stat, Islamabad, Pakistan
Ahmmad, Jabbar
[1
]
Gwak, Jeonghwan
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Korea Natl Univ Transportat, Dept Software, Chungju 27469, South Korea
Korea Natl Univ Transportat, Dept Biomed Engn, Chungju 27469, South Korea
Korea Natl Univ Transportat, Dept AI Robot Engn, Chungju 27469, South Korea
Korea Natl Univ Transportat, Dept IT & Energy Convergence BK21 FOUR, Chungju 27469, South KoreaInt Islamic Univ, Dept Math & Stat, Islamabad, Pakistan
Gwak, Jeonghwan
[2
,3
,4
,5
]
Jan, Naeem
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Korea Natl Univ Transportat, Dept Software, Chungju 27469, South KoreaInt Islamic Univ, Dept Math & Stat, Islamabad, Pakistan
Jan, Naeem
[2
]
机构:
[1] Int Islamic Univ, Dept Math & Stat, Islamabad, Pakistan
[2] Korea Natl Univ Transportat, Dept Software, Chungju 27469, South Korea
[3] Korea Natl Univ Transportat, Dept Biomed Engn, Chungju 27469, South Korea
[4] Korea Natl Univ Transportat, Dept AI Robot Engn, Chungju 27469, South Korea
[5] Korea Natl Univ Transportat, Dept IT & Energy Convergence BK21 FOUR, Chungju 27469, South Korea
Energy storage is a way of storing energy to reduce imbalances between demand and energy production. The ability to store electricity and use it later is one of the keys to reaching large quantities of renewable energy on the grid. There are several methods to store energy such as mechanical, electrical, chemical, electrochemical, and thermal energy. Regarding their operation, storage, and cost, the choice of these energy storage techniques appears to be interesting. This issue becomes very serious when there involves uncertainty. To consider this kind of uncertain information, a picture fuzzy soft set is found to be a more appropriate parameterization tool to deal with imprecise data. Based on the advanced structure of picture fuzzy soft set, here in this article, firstly, we have developed the notions of basic operational laws for picture fuzzy soft numbers. Then based on these developed operational laws, we have established the notions of picture fuzzy soft power average (PFS(ft)PA) , weighted picture fuzzy soft power average (WPFS(ft)PA) and ordered weighted picture fuzzy soft power average (OWPFS(ft)PA) aggregation operators. Moreover, we have introduced the notions for picture fuzzy soft power geometric (PFS(ft)PG), weighted picture fuzzy soft power geometric (WPFS(ft)PG) and ordered weighted picture fuzzy soft power geometric (OWPFS(ft)PG) aggregation operators. Furthermore, we have established the application of picture fuzzy soft power aggregation operators for the selection of thermal energy storage techniques. For this, we have developed a decision-making approach along with an explanatory example to show the effective use of the developed theory. Furthermore, a comparative analysis of the introduced work shows the advancement of developed notions.
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Int Islam Univ Islamabad, Fac Basic & Appl Sci, Dept Math & Stat, Islamabad 44000, PakistanPrince Songkla Univ, Div Computat Sci, Algebra & Applicat Res Unit, Fac Sci, Hat Yai 90110, Thailand
Hussain, Azmat
Ali, Muhammad Irfan
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Islamabad Model Coll Boys, Dept Math, Islamabad 44220, PakistanPrince Songkla Univ, Div Computat Sci, Algebra & Applicat Res Unit, Fac Sci, Hat Yai 90110, Thailand
Ali, Muhammad Irfan
Mahmood, Tahir
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Int Islam Univ Islamabad, Fac Basic & Appl Sci, Dept Math & Stat, Islamabad 44000, PakistanPrince Songkla Univ, Div Computat Sci, Algebra & Applicat Res Unit, Fac Sci, Hat Yai 90110, Thailand
机构:
Xian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China
Xian Univ Posts & Telecommun, Shaanxi Key Lab Network Data Anal & Intelligent P, Xian, Peoples R ChinaXian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China
Feng, Feng
Xu, Zeshui
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Sichuan Univ, Business Sch, Chengdu, Peoples R ChinaXian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China
Xu, Zeshui
Fujita, Hamido
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Ho Chi Minh City Univ Technol HUTECH, Fac Informat Technol, Ho Chi Minh City, Vietnam
Iwate Prefectural Univ, Fac Software & Informat Sci, Takizawa, Iwate, JapanXian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China
Fujita, Hamido
Liang, Meiqi
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Xian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R ChinaXian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China
机构:
Int Islam Univ Islamabad, Fac Basic & Appl Sci, Dept Math & Stat, Islamabad 44000, PakistanPrince Songkla Univ, Div Computat Sci, Algebra & Applicat Res Unit, Fac Sci, Hat Yai 90110, Thailand
Hussain, Azmat
Ali, Muhammad Irfan
论文数: 0引用数: 0
h-index: 0
机构:
Islamabad Model Coll Boys, Dept Math, Islamabad 44220, PakistanPrince Songkla Univ, Div Computat Sci, Algebra & Applicat Res Unit, Fac Sci, Hat Yai 90110, Thailand
Ali, Muhammad Irfan
Mahmood, Tahir
论文数: 0引用数: 0
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Int Islam Univ Islamabad, Fac Basic & Appl Sci, Dept Math & Stat, Islamabad 44000, PakistanPrince Songkla Univ, Div Computat Sci, Algebra & Applicat Res Unit, Fac Sci, Hat Yai 90110, Thailand
机构:
Xian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China
Xian Univ Posts & Telecommun, Shaanxi Key Lab Network Data Anal & Intelligent P, Xian, Peoples R ChinaXian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China
Feng, Feng
Xu, Zeshui
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Sichuan Univ, Business Sch, Chengdu, Peoples R ChinaXian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China
Xu, Zeshui
Fujita, Hamido
论文数: 0引用数: 0
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机构:
Ho Chi Minh City Univ Technol HUTECH, Fac Informat Technol, Ho Chi Minh City, Vietnam
Iwate Prefectural Univ, Fac Software & Informat Sci, Takizawa, Iwate, JapanXian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China
Fujita, Hamido
Liang, Meiqi
论文数: 0引用数: 0
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机构:
Xian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R ChinaXian Univ Posts & Telecommun, Sch Sci, Dept Appl Math, Xian 710121, Peoples R China