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Journals / Makina Tasarım ve İmalat Dergisi / 2024 / Sayı: UTIS 2024 Özel Sayı

Investigation of Carbon Emission During Hard Turning of AISI 4140 Steel with FEM and Regression Methods

AISI 4140 Çelik Alaşımın Sert Tornalanmasındaki Karbon Emisyon Miktarının Sonlu Elemanlar ve Regresyon Yöntemleri ile Analizi

Kutay Aydın(AMASYA ÜNİVERSİTESİ)0000-0003-3614-4877
Ulvi Şeker(GAZİ ÜNİVERSİTESİ)0000-0001-6455-6858
Pages
1–12
Publication Date
2025-10-03
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

In addition, about 51% of the total carbon emission amount was found to be waste chips and about 41% was found to be carbon emission components from the workpiece.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:In this study, carbon emission rates during hard turning of AISI 4140 steel alloy, which is widely preferred in the industry due to its high mechanical properties, were investigated.
📊
Key Findings & Data:As a result, the lowest carbon emission amount was obtained at 100 m/min cutting speed, 0.3 mm/rev feed rate and 1.5 mm cutting depth.
💡
Conclusion & Impact:In addition, about 51% of the total carbon emission amount was found to be waste chips and about 41% was found to be carbon emission components from the workpiece.
🔬Design:Modeling & Simulation
📍Scope:Comprehensive Sample
⚙️Variables:Talaşlı imalat · Sert tornalama · AISI 4140

Abstract

In this study, carbon emission rates during hard turning of AISI 4140 steel alloy, which is widely preferred in the industry due to its high mechanical properties, were investigated. In this context, firstly, Finite Element Method (FEM) simulations were performed with different cutting speed, feed and cutting depth parameters for turning operations. The total carbon emission values were calculated by using the cutting forces and other carbon emission components obtained from the FEM simulations. Then, the carbon emission model was established by Analysis of Variance (ANOVA) and regression analysis. As a result, the lowest carbon emission amount was obtained at 100 m/min cutting speed, 0.3 mm/rev feed rate and 1.5 mm cutting depth. The most effective cutting parameter on carbon emission was found to be cutting speed with a rate of 37.58%. In addition, about 51% of the total carbon emission amount was found to be waste chips and about 41% was found to be carbon emission components from the workpiece.

Özet

Bu çalışmada, yüksek mekanik özellikleri sebebiyle endüstride yaygın tercih edilen AISI 4140 çelik alaşımın sert tornalanma sürecinde karbon emisyon miktarları araştırılmıştır. Bu kapsamda, ilk olarak farklı kesme hızı, ilerleme ve kesme derinliği parametreleri ile tornalama sonlu elamanlar metodu (FEM) ile simülasyonları yapılmıştır. FEM simülasyonları sonucunda elde edilen kesme güçleri ve diğer karbon emisyon faktörleri kullanılarak toplam karbon emisyon değerleri hesaplanmıştır. Sonrasında, Varyans analizi (ANOVA) ve regresyon analizleri ile karbon emisyon modeli kurulmuştur. Sonuç olarak, en düşük karbon emisyon miktarı 100 m/dk kesme hızı, 0.3 mm/dev ilerleme ve 1.5 mm kesme derinliği parametrelerinde elde edilmiştir. Karbon emisyon üzerindeki en etkili kesme parametresi, %37,58 oranla kesme hızı olduğu anlaşılmıştır. Ek olarak, toplam karbon emisyon miktarının yaklaşık %51’inin atık talaş ve yaklaşık %41’inin iş malzemesi kaynaklı karbon emisyon bileşenlerinin oluşturduğu görülmüştür.

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Cite This Article

Aydın, K., Şeker, U. (2025). Investigation of Carbon Emission During Hard Turning of AISI 4140 Steel with FEM and Regression Methods. Makina Tasarım ve İmalat Dergisi, Sayı: UTIS 2024 Özel Sayı, 1–12. https://doi.org/10.56193/matim.1638750

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