Statistical optimization of melt-quenching process parameters for multiple properties of ternary barium phosphate glasses

Manoj Kumar Narayanan, H. D. Shashikala, M. Manjaiah

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

In the present work simultaneous optimization of density, refractive index and hardness (multiple performance characteristics) of ternary barium phosphate glasses has been carried out using Taguchi based grey relational analysis. Effect of the parameters such as CaF2 content, melting temperature and melting time on the response parameters of (50 - X)BaO-XCaF2-50P2O5 (X = 0, 10, 20 mol%) glasses prepared according to the experimental layout of Taguchi's standard orthogonal array has been studied. Highest grey relational grade is the performance criteria used in this study to indicate the optimum level of process parameters needed for the best multiple performance characteristics. Analysis of variance (ANOVA) conducted on grey relational grade shows that under 95% confidence level, CaF2 content is the only parameter significantly affecting multiple performance characteristics. Experimental values of response parameters obtained by conducting the confirmatory experiment at optimum level of process parameters are closer to the optimal set of predicted values.

Original languageEnglish
Pages (from-to)127-134
Number of pages8
JournalMaterials Chemistry and Physics
Volume152
DOIs
Publication statusPublished - 01-01-2015

Fingerprint

Barium
barium
Quenching
phosphates
Phosphates
quenching
Glass
optimization
glass
Analysis of variance (ANOVA)
Melting point
Refractive index
Melting
Hardness
grade
melting
analysis of variance
Experiments
layouts
confidence

All Science Journal Classification (ASJC) codes

  • Materials Science(all)
  • Condensed Matter Physics

Cite this

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abstract = "In the present work simultaneous optimization of density, refractive index and hardness (multiple performance characteristics) of ternary barium phosphate glasses has been carried out using Taguchi based grey relational analysis. Effect of the parameters such as CaF2 content, melting temperature and melting time on the response parameters of (50 - X)BaO-XCaF2-50P2O5 (X = 0, 10, 20 mol{\%}) glasses prepared according to the experimental layout of Taguchi's standard orthogonal array has been studied. Highest grey relational grade is the performance criteria used in this study to indicate the optimum level of process parameters needed for the best multiple performance characteristics. Analysis of variance (ANOVA) conducted on grey relational grade shows that under 95{\%} confidence level, CaF2 content is the only parameter significantly affecting multiple performance characteristics. Experimental values of response parameters obtained by conducting the confirmatory experiment at optimum level of process parameters are closer to the optimal set of predicted values.",
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Statistical optimization of melt-quenching process parameters for multiple properties of ternary barium phosphate glasses. / Narayanan, Manoj Kumar; Shashikala, H. D.; Manjaiah, M.

In: Materials Chemistry and Physics, Vol. 152, 01.01.2015, p. 127-134.

Research output: Contribution to journalArticle

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