Dairy processing;
Rennet coagulation;
Cheese manufacturing;
Integro-partial differential equations;
Population balance equation;
Finite volume scheme;
POPULATION BALANCE-EQUATIONS;
AGGREGATION;
CONVERGENCE;
SCHEME;
D O I:
10.1016/j.chaos.2024.114692
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
The coagulation of casein micelles caused by enzymes is a critical step in the dairy industry for cheese manufacture. During enzymatic coagulation of milk, three processes occur: enzymic proteolysis, coagulation, and gelation. This study presents the first numerical approach based on a finite volume scheme for describing the enzyme-induced coagulation of casein micelles. The finite volume scheme is mainly concerned with ensuring mass conservation and developed on the assumption that the particles are concentrated on the mean of each cell of the discretization. The key advantages of the new technique are its simple mathematical formulation and its robustness that allow it to be implemented on any type of grid and tailored to different coagulation kernels. The accuracy of the new approach is compared with newly derived analytical results for several gelling and non-gelling coagulation kernels. The comparison demonstrates that the new approach closely matches the exact results. In order to analyse the convergence behaviour of different order moments, various refined non-uniform grids have been taken into consideration.
机构:
Chiang Mai Univ, Fac Sci, Dept Math, Chiang Mai 50200, Thailand
Ctr Excellence Math, Bangkok, ThailandChiang Mai Univ, Fac Sci, Dept Math, Chiang Mai 50200, Thailand
Kerdboon, J.
Yimnet, S.
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机构:
Chiang Mai Univ, Fac Sci, Dept Math, Chiang Mai 50200, Thailand
Ctr Excellence Math, Bangkok, ThailandChiang Mai Univ, Fac Sci, Dept Math, Chiang Mai 50200, Thailand
Yimnet, S.
Wongsaijai, B.
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机构:
Chiang Mai Univ, Fac Sci, Dept Math, Chiang Mai 50200, Thailand
Ctr Excellence Math, Bangkok, Thailand
Chiang Mai Univ, Adv Res Ctr Computat Simulat, Chiang Mai 50200, ThailandChiang Mai Univ, Fac Sci, Dept Math, Chiang Mai 50200, Thailand
Wongsaijai, B.
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机构:
Mouktonglang, T.
Poochinapan, K.
论文数: 0引用数: 0
h-index: 0
机构:
Chiang Mai Univ, Fac Sci, Dept Math, Chiang Mai 50200, Thailand
Ctr Excellence Math, Bangkok, Thailand
Chiang Mai Univ, Adv Res Ctr Computat Simulat, Chiang Mai 50200, ThailandChiang Mai Univ, Fac Sci, Dept Math, Chiang Mai 50200, Thailand
机构:
Nanjing Normal Univ, Sch Math Sci, Jiangsu Key Lab NSLSCS, Nanjing 210023, Jiangsu, Peoples R China
Nanjing Agr Univ, Coll Engn, Nanjing 210031, Jiangsu, Peoples R ChinaNanjing Normal Univ, Sch Math Sci, Jiangsu Key Lab NSLSCS, Nanjing 210023, Jiangsu, Peoples R China
Wang, Quanxiang
Zhang, Zhiyue
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机构:
Nanjing Normal Univ, Sch Math Sci, Jiangsu Key Lab NSLSCS, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Normal Univ, Sch Math Sci, Jiangsu Key Lab NSLSCS, Nanjing 210023, Jiangsu, Peoples R China
Zhang, Zhiyue
Zhang, Xinhua
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机构:
Nanjing Agr Univ, Coll Engn, Nanjing 210031, Jiangsu, Peoples R ChinaNanjing Normal Univ, Sch Math Sci, Jiangsu Key Lab NSLSCS, Nanjing 210023, Jiangsu, Peoples R China
Zhang, Xinhua
Zhu, Quanyong
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机构:
Nanjing Normal Univ, Sch Math Sci, Jiangsu Key Lab NSLSCS, Nanjing 210023, Jiangsu, Peoples R China
Lishui Univ, Sch Sci, Lishui 323000, Peoples R ChinaNanjing Normal Univ, Sch Math Sci, Jiangsu Key Lab NSLSCS, Nanjing 210023, Jiangsu, Peoples R China
机构:
Univ Iowa, IIHR Hydrosci & Engn, Iowa City, IA 52242 USAUniv Iowa, IIHR Hydrosci & Engn, Iowa City, IA 52242 USA
Ellingwood, Nathan D.
Yin, Youbing
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机构:
Univ Iowa, Dept Mech & Ind Engn, Iowa City, IA 52242 USAUniv Iowa, IIHR Hydrosci & Engn, Iowa City, IA 52242 USA
Yin, Youbing
Smith, Matthew
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机构:
Natl Cheng Kung Univ, Tainan 701, TaiwanUniv Iowa, IIHR Hydrosci & Engn, Iowa City, IA 52242 USA
Smith, Matthew
Lin, Ching-Long
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h-index: 0
机构:
Univ Iowa, IIHR Hydrosci & Engn, Iowa City, IA 52242 USA
Univ Iowa, Dept Mech & Ind Engn, Iowa City, IA 52242 USA
Univ Iowa, Dept Appl Math & Computat Sci, Iowa City, IA 52242 USAUniv Iowa, IIHR Hydrosci & Engn, Iowa City, IA 52242 USA