Optimization of grinding parameters in the production of colorant paste

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Optimization of grinding parameters in the production of colorant paste. / Mäntynen, A.; Zakharov, Alexey; Jämsä-Jounela, Sirkka-Liisa; Graeffe, M.

julkaisussa: Powder Technology, Vuosikerta 217, 2012, s. 216-222.

Tutkimustuotos: Lehtiartikkelivertaisarvioitu

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Mäntynen, A. ; Zakharov, Alexey ; Jämsä-Jounela, Sirkka-Liisa ; Graeffe, M. / Optimization of grinding parameters in the production of colorant paste. Julkaisussa: Powder Technology. 2012 ; Vuosikerta 217. Sivut 216-222.

Bibtex - Lataa

@article{0999797223274a709d84176a546725dc,
title = "Optimization of grinding parameters in the production of colorant paste",
abstract = "The tinting strength of a final product together with powerdraw of the mill and grinding time are optimized by adjusting the grinding conditions. The following three-step optimization procedure is described in the paper: in order to determine the most significant grinding variables, the first set of experiments was designed and carried out using the Plackett-Burman method. In the second step, a set of experiments with the selected variables was designed using the Box-Behnken method. The models of tinting strength and grinding power were then identified. In the third step, multicriteria optimization was performed. The paper presents and discusses the optimization results. In particular, the sets of Pareto-optimal solutions are provided for different levels of specific energy. The optimization results of tinting strength and grinding time clearly demonstrate that a low rotor speed combined with a low specific energy can sometimes provide better tinting strength compared with the high rotor speed strategy.",
keywords = "Colorant paste, Experimental design, Pigment grinding, Tinting strength optimization, Colorant paste, Experimental design, Pigment grinding, Tinting strength optimization, Colorant paste, Experimental design, Pigment grinding, Tinting strength optimization",
author = "A. M{\"a}ntynen and Alexey Zakharov and Sirkka-Liisa J{\"a}ms{\"a}-Jounela and M. Graeffe",
year = "2012",
doi = "10.1016/j.powtec.2011.10.029",
language = "English",
volume = "217",
pages = "216--222",
journal = "Powder Technology",
issn = "0032-5910",
publisher = "Elsevier",

}

RIS - Lataa

TY - JOUR

T1 - Optimization of grinding parameters in the production of colorant paste

AU - Mäntynen, A.

AU - Zakharov, Alexey

AU - Jämsä-Jounela, Sirkka-Liisa

AU - Graeffe, M.

PY - 2012

Y1 - 2012

N2 - The tinting strength of a final product together with powerdraw of the mill and grinding time are optimized by adjusting the grinding conditions. The following three-step optimization procedure is described in the paper: in order to determine the most significant grinding variables, the first set of experiments was designed and carried out using the Plackett-Burman method. In the second step, a set of experiments with the selected variables was designed using the Box-Behnken method. The models of tinting strength and grinding power were then identified. In the third step, multicriteria optimization was performed. The paper presents and discusses the optimization results. In particular, the sets of Pareto-optimal solutions are provided for different levels of specific energy. The optimization results of tinting strength and grinding time clearly demonstrate that a low rotor speed combined with a low specific energy can sometimes provide better tinting strength compared with the high rotor speed strategy.

AB - The tinting strength of a final product together with powerdraw of the mill and grinding time are optimized by adjusting the grinding conditions. The following three-step optimization procedure is described in the paper: in order to determine the most significant grinding variables, the first set of experiments was designed and carried out using the Plackett-Burman method. In the second step, a set of experiments with the selected variables was designed using the Box-Behnken method. The models of tinting strength and grinding power were then identified. In the third step, multicriteria optimization was performed. The paper presents and discusses the optimization results. In particular, the sets of Pareto-optimal solutions are provided for different levels of specific energy. The optimization results of tinting strength and grinding time clearly demonstrate that a low rotor speed combined with a low specific energy can sometimes provide better tinting strength compared with the high rotor speed strategy.

KW - Colorant paste

KW - Experimental design

KW - Pigment grinding

KW - Tinting strength optimization

KW - Colorant paste

KW - Experimental design

KW - Pigment grinding

KW - Tinting strength optimization

KW - Colorant paste

KW - Experimental design

KW - Pigment grinding

KW - Tinting strength optimization

U2 - 10.1016/j.powtec.2011.10.029

DO - 10.1016/j.powtec.2011.10.029

M3 - Article

VL - 217

SP - 216

EP - 222

JO - Powder Technology

JF - Powder Technology

SN - 0032-5910

ER -

ID: 907778