Surrogate molecules are commonly employed to represent complex mixtures to predict properties and develop chemical kinetic models. The objective of a surrogate formulation is to emulate the chemical and physical properties of a complex matrix by using either a single molecule or multiple molecules. The proposed surrogate molecule's chemical kinetic model can be used to simulate the behavior of oil in various scenarios, such as pyrolysis and oxidation. However, creating surrogates for heavy oils demands a meticulous characterization involving numerous chemical analytical techniques, which are not only resource-intensive but also time-consuming, with their interpretation posing challenges. This study introduces a novel approach to formulate surrogate molecules for heavy oils, specifically relying on high-resolution mass spectrometry. This method facilitates the creation of one or more surrogate molecules for residual oils in a semiautomatic manner. The foundation of this methodology lies in the derivation of structure descriptors from FT-ICR MS data. The presented approach is explained in detail and successfully applied to identify both single surrogate molecules and multicomponent surrogate molecules within two residual oils obtained from Saudi Arabia. The results show that the surrogates obtained can effectively approximate the elemental composition and align well with estimated functional groups using nuclear magnetic resonance. Additionally, these surrogate molecules can predict physical properties, such as heating values, for both oils through quantitative structural property calculations. This study is expected to streamline the process of estimating surrogate molecules for heavy oils without the need for multiple analytical techniques. Consequently, this will reduce the time, cost, and subjectivity associated with conventional approaches.
机构:
Chinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R ChinaChinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R China
Jiang, Bin
Zhan, Zhao-Wen
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Chinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R ChinaChinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R China
Zhan, Zhao-Wen
Shi, Quan
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China Univ Petr, State Key Lab Heavy Oil Proc, Beijing 102249, Peoples R ChinaChinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R China
Shi, Quan
Liao, Yuhong
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Chinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R ChinaChinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R China
Liao, Yuhong
Zou, Yan-Rong
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Chinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R ChinaChinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R China
Zou, Yan-Rong
Tian, Yankuan
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Chinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R ChinaChinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R China
Tian, Yankuan
Peng, Ping'an
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Chinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R ChinaChinese Acad Sci, State Key Lab Organ Geochem, Guangzhou Inst Geochem, Guangzhou 510640, Guangdong, Peoples R China
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Univ Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
INCT Forense, Porto Alegre, RS, BrazilUniv Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
de Almeida, Camila M.
Pinto, Fernanda E.
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Univ Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
INCT Forense, Porto Alegre, RS, BrazilUniv Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
Pinto, Fernanda E.
dos Santos, Nayara A.
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Univ Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
INCT Forense, Porto Alegre, RS, BrazilUniv Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
dos Santos, Nayara A.
de Souza, Lindamara M.
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Univ Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
INCT Forense, Porto Alegre, RS, BrazilUniv Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
de Souza, Lindamara M.
Merlo, Bianca B.
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Superintendencia Policia Tecn Cient Estado Espiri, BR-29045402 Vitoria, ES, BrazilUniv Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
Merlo, Bianca B.
Thompson, Christopher J.
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Bruker Daltonics Inc, 40 Manning Rd, Billerica, MA 01821 USAUniv Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
Thompson, Christopher J.
Romao, Wanderson
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Univ Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
INCT Forense, Porto Alegre, RS, Brazil
IFES, Av Ministro Salgado Mho, BR-29106010 Vila Velha, ES, BrazilUniv Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
机构:
China Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R ChinaChina Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R China
Liu Yingrong
Zhang Qundan
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China Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R ChinaChina Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R China
Zhang Qundan
Wang Wei
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China Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R ChinaChina Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R China
Wang Wei
Liu Zelong
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China Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R ChinaChina Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R China
Liu Zelong
Zhu Xinyi
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China Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R ChinaChina Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R China
Zhu Xinyi
Tian Songbai
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China Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R ChinaChina Petr & Chem Corp, Res Inst Petr Proc, Beijing 100083, Peoples R China
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Univ Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Roche, Pleasanton, CA 94588 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Graf-Grachet, Nathalia
Freire-Zapata, Viviana
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Univ Arizona, Dept Environm, Sci, Tucson, AZ 85721 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Freire-Zapata, Viviana
Fudyma, Jane
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Univ Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Univ Calif Davis, Dept Plant Pathol, Davis, CA 95616 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Fudyma, Jane
Hildebrand, Gina
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Univ Arizona, Dept Environm, Sci, Tucson, AZ 85721 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Hildebrand, Gina
AminiTabrizi, Roya
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Univ Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Univ Chicago Biol Sci Div, Metabol Platform, Chicago, IL 60637 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
AminiTabrizi, Roya
Howard-Varona, Cristina
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Ohio State Univ, Dept Microbiol, Columbus, OH 43210 USA
Ohio State Univ, Ctr Microbiome Sci, Columbus, OH 43210 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Howard-Varona, Cristina
Corilo, Yuri E.
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Pacific Northwest Natl Lab, Environm Mol Sci Lab, Richland, WA 99354 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Corilo, Yuri E.
Hess, Nancy
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Univ Calif Davis, Dept Plant Pathol, Davis, CA 95616 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Hess, Nancy
Duhaime, Melissa B.
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Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Duhaime, Melissa B.
Sullivan, Matthew B.
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Ohio State Univ, Dept Microbiol, Columbus, OH 43210 USA
Ohio State Univ, Ctr Microbiome Sci, Columbus, OH 43210 USA
Ohio State Univ, Dept Civil Environm & Geodet Engn, Columbus, OH 43210 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Sullivan, Matthew B.
Tfaily, Malak M.
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Univ Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
Pacific Northwest Natl Lab, Environm Mol Sci Lab, Richland, WA 99354 USAUniv Arizona, Dept Environm, Sci, Tucson, AZ 85721 USA
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King Fahd Univ Petr & Minerals, Dept Chem Engn, Dhahran 31261, Saudi ArabiaKing Fahd Univ Petr & Minerals, Dept Chem Engn, Dhahran 31261, Saudi Arabia
Jameel, Abdul Gani Abdul
Alquaity, Awad B. S.
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King Fahd Univ Petr & Minerals, Dept Mech Engn, Dhahran 31261, Saudi ArabiaKing Fahd Univ Petr & Minerals, Dept Chem Engn, Dhahran 31261, Saudi Arabia
Alquaity, Awad B. S.
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Campuzano, Felipe
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Emwas, Abdul-Hamid
Saxena, Saumitra
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机构:
King Abdullah Univ Sci & Technol, Clean Combust Res Ctr, Thuwal 23955, Saudi ArabiaKing Fahd Univ Petr & Minerals, Dept Chem Engn, Dhahran 31261, Saudi Arabia
Saxena, Saumitra
Sarathy, S. Mani
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King Abdullah Univ Sci & Technol, Clean Combust Res Ctr, Thuwal 23955, Saudi ArabiaKing Fahd Univ Petr & Minerals, Dept Chem Engn, Dhahran 31261, Saudi Arabia
Sarathy, S. Mani
Roberts, William L.
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King Abdullah Univ Sci & Technol, Clean Combust Res Ctr, Thuwal 23955, Saudi ArabiaKing Fahd Univ Petr & Minerals, Dept Chem Engn, Dhahran 31261, Saudi Arabia