A hybrid approach for the prediction and optimization of cutting  forces using grey-based fuzzy logic

Ugur ESME

doi:https://doi.org/10.26701/ems.321194

Makale detayları

A hybrid approach for the prediction and optimization of cutting forces using grey-based fuzzy logic

Yazarlar:

Ugur ESME

Yayıncı:

Ahmet ÇALIK

Ana Başlıklar:

Diğer mühendislik dalları

Dergi:

European Mechanical Science 2017 Vol.1 Issue 2, pp.47-55

Belge Tipi:

Makale

Yayın Tarihi:

6/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000426062

eISSN:

2587-1110

DOI:

https://doi.org/10.26701/ems.321194

Özet:

 


This study focused on the Grey-Based Fuzzy Logic Algorithm for the prediction and optimization of multiple performance characteristics of oblique turning process. Experiments have been constructed according to Taguchi’s L16 orthogonal array design matrix. Cutting speed, rate of feed and depth of cut were selected as input parameters, whereas material removal rate, cutting force and surface roughness were selected as output responses. Using grey relation analysis (GRA), grey relational coefficient (GRC) and grey relation grade (GRG) were obtained. Then, Grey based fuzzy algorithm was applied to obtain grey fuzzy reasoning grade (GFRG). Analysis of variance (ANOVA) carried out to find the significance and contribution of parameters on multiple performance characteristics. Finally, confirmation test was applied at the optimum level of GFRG to validate the results. The results also show the application feasibility of the grey based fuzzy algorithm for continuous improvement in product quality in complex manufacturing processes.

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Makale detayları

A hybrid approach for the prediction and optimization of cutting forces using grey-based fuzzy logic

Yazarlar: Ugur ESME

Yayıncı: Ahmet ÇALIK

Ana Başlıklar: Diğer mühendislik dalları

Dergi: European Mechanical Science 2017 Vol.1 Issue 2, pp.47-55

Belge Tipi: Makale

Yayın Tarihi: 6/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000426062

eISSN: 2587-1110

DOI: https://doi.org/10.26701/ems.321194

Sayı

Yazarlar:

Ugur ESME

Yayıncı:

Ahmet ÇALIK

Ana Başlıklar:

Diğer mühendislik dalları

Dergi:

European Mechanical Science 2017 Vol.1 Issue 2, pp.47-55

Belge Tipi:

Makale

Yayın Tarihi:

6/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000426062

eISSN:

2587-1110

DOI:

https://doi.org/10.26701/ems.321194