FRACTAL-BASED ANALYSIS OF THE RELATION BETWEEN TOOL WEAR AND MACHINE VIBRATION IN MILLING OPERATION

被引：19

作者：

Qadri, Muhammad Owais ^{[1
]}

Namazi, Hamidreza ^{[1
]}

机构：

[1] Monash Univ, Sch Engn, Subang Jaya, Selangor, Malaysia

来源：

FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY | 2020年 / 28卷 / 06期

关键词：

Tool Wear; Machine Vibration Signal; Complex; Machining Parameters; Fractal; SIGNALS;

D O I：

10.1142/S0218348X20501017

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

Tool wear is one of the unwanted phenomena in machining operations where tool has direct contact with the workpiece. Tool wear is an important issue in milling operation that is caused due to different parameters such as machine vibration. Tool wear shows complex structure, and machine vibration is a chaotic signal that also is complex. In this research, we analyze the correlation between tool wear and machine vibration using fractal theory. We run the experiments in which machining parameters, namely depth of cut, feed rate and spindle speed change, and accordingly analyze the variations of fractal dimension of tool wear versus the fractal dimension of machine vibration signal. Based on the obtained results, variations of complexity of tool wear are reversely correlated with the variations of complexity of vibration signal. Fractal analysis could potentially be applied to other machining operations in order to investigate the relation between tool wear and machine vibration.

引用

页数：7

共 30 条

[1] Comparative Investigation on Tool Wear during End Milling of AISI H13 Steel with Different Tool Path Strategies [J].

Adesta, Erry Yulian T. ;

Riza, Muhammad ;

Avicena .

INTERNATIONAL CONFERENCE AND EXHIBITION IN ADVANCED MATERIALS AND MICROSCOPY 2017 (ICEAMM 2017), 2018, 343

[2] Complexity-Based Analysis of the Relation Between Fractal Visual Stimuli and Fractal Eye Movements [J].

Alipour, Hedieh ;

Towhidkhah, Farzad ;

Jafari, Sajad ;

Menon, Avinash ;

Namazi, Hamidreza .

FLUCTUATION AND NOISE LETTERS, 2019, 18 (03)

[3] Tool Wear Analysis During Duplex Stainless Steel Trochoidal Milling [J].

Amaro, Paulo ;

Ferreira, Pedro ;

Simoes, Fernando .

PROCEEDINGS OF 21ST INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING (ESAFORM 2018), 2018, 1960

[4] Real-Time Estimation for Cutting Tool Wear Based on Modal Analysis of Monitored Signals [J].

Chi, Yongjiao ;

Dai, Wei ;

Lu, Zhiyuan ;

Wang, Meiqing ;

Zhao, Yu .

APPLIED SCIENCES-BASEL, 2018, 8 (05)

[5] Tool wear analysis in milling of medium carbon steel with coated cemented carbide inserts using different machining lubrication/cooling systems [J].

Da Silva, R. B. ;

Vieira, J. M. ;

Cardoso, R. N. ;

Carvalho, H. C. ;

Costa, E. S. ;

Machado, A. R. ;

De Avila, R. F. .

WEAR, 2011, 271 (9-10) :2459-2465

[6] Effect of Machining Parameters and Cutting Edge Geometry on Surface Integrity when Drilling and Hole Making in Inconel 718 [J].

Farid, Ali Akhavan ;

Sharif, Safian ;

Namazi, Hamidreza .

SAE INTERNATIONAL JOURNAL OF MATERIALS AND MANUFACTURING, 2009, 2 (01) :564-569

[7] Frequency and Time-Frequency Analysis of Cutting Force and Vibration Signals for Tool Condition Monitoring [J].

Jauregui, Juan C. ;

Resendiz, Juvenal R. ;

Thenozhi, Suresh ;

Szalay, Tibor ;

Jacso, Adam ;

Takacs, Marton .

IEEE ACCESS, 2018, 6 :6400-6410

[8] COMPLEXITY-BASED ANALYSIS OF THE RELATION BETWEEN TOOL WEAR AND MACHINE VIBRATION IN TURNING OPERATION [J].

Kiew, Chai Lip ;

Brahmananda, Akshayen ;

Islam, Kh Tauhid ;

Lee, Hao Nam ;

Venier, Samuel Anthony ;

Saraar, Ashir ;

Namazi, Hamidreza .

FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2020, 28 (01)

[9]

Kiew CL, 2019, FRACTALS, V27, DOI [10.1142/S0218348X19500944, 10.1142/S0218348X2050019X]

[10] Tool Wear Condition Prediction Using Vibration Signals in High Speed Machining (HSM) of Titanium (Ti-6Al-4V) Alloy [J].

Krishnakumar, P. ;

Rameshkumar, K. ;

Ramachandran, K. I. .

BIG DATA, CLOUD AND COMPUTING CHALLENGES, 2015, 50 :270-275

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