Comparison of Experimental Results Obtained by Designed Dynamometer to Fuzzy Model for Predicting Cutting Forces in Turning

Basit Öğe Kaydı
dc.contributor.authorYaldız, Süleyman
dc.contributor.authorÜnsaçar, Faruk
dc.contributor.authorSağlam, Hacı
dc.date.accessioned2020-03-26T17:03:13Z
dc.date.available2020-03-26T17:03:13Z
dc.date.issued2006
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractThis paper presents a comparison of experimental results and consistent fuzzy rule-based model for estimating the cutting forces in turning. A dynamometer that can measure static and dynamic cutting forces by using strain gauge and piezo-electric accelerometer, respectively, was used for measuring the forces. AISI 1040 steel was used as the workpiece material. Feed force, thrust force and main cutting force were measured for three combinations of cutting speeds, feedrates and depth of cuts. The rake angle and approach angle of the cutting tool were kept constant throughout the experiments. The fuzzy model consists of 27 rules. In this research, a Mamdani max-min inference for inference mechanism and the centre of gravity (Centroid) defuzzifier formula method for defuzzification were used as these operators assure a linear interpolation of the output between the rules. It has a wide range of applications over many types of steels and turning conditions. It is also simple to implement, from a rule-chart mode to an intelligent on-line adaptive control mode. Experimental results were compared with the predicted fuzzy model. The difference between experimental and predicted results was obtained as around 99.6%.en_US
dc.identifier.citationYaldız, S., Ünsaçar, F., Sağlam, H., (2006). Comparison of Experimental Results Obtained by Designed Dynamometer to Fuzzy Model for Predicting Cutting Forces in Turning. Materials & Design, (27), 1139-1147. Doi: 10.1016/j.matdes.2005.03.010
dc.identifier.doi10.1016/j.matdes.2005.03.010en_US
dc.identifier.endpage1147en_US
dc.identifier.issn0261-3069en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage1139en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.matdes.2005.03.010
dc.identifier.urihttps://hdl.handle.net/20.500.12395/20390
dc.identifier.volume27en_US
dc.identifier.wosWOS:000239911000040en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorYaldız, Süleyman
dc.institutionauthorÜnsaçar, Faruk
dc.institutionauthorSağlam, Hacı
dc.language.isoenen_US
dc.publisherElsevier Sci Ltden_US
dc.relation.ispartofMaterials & Designen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectC-dynamometer testingen_US
dc.subjectC-cutting force predictionen_US
dc.subjectH-fuzzy modellingen_US
dc.titleComparison of Experimental Results Obtained by Designed Dynamometer to Fuzzy Model for Predicting Cutting Forces in Turningen_US
dc.typeArticleen_US

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
Küçük Resim
İsim:
20390.pdf
Boyut:
559.85 KB
Biçim:
Adobe Portable Document Format
Açıklama:
Makale Dosyası
İndir

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Makine Mühendisliği/Makale Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu