Analysis of the Tool Condition Monitoring System Using Fuzzy Logic and Signal Processing - Circuits and Systems

CS > Vol.7 No.9, July 2016

Circuits and Systems

Volume 7, Issue 9 (July 2016)

ISSN Print: 2153-1285 ISSN Online: 2153-1293

Google-based Impact Factor: 0.48 Citations

Analysis of the Tool Condition Monitoring System Using Fuzzy Logic and Signal Processing ()

HTML XML

Download as PDF (Size: 8696KB) PP. 2689-2701

DOI: 10.4236/cs.2016.79232 1,539 Downloads 2,519 Views Citations

Author(s)

Chidambaram Ramesh Kannan^1*, Palani Padmanabhan²

Affiliation(s)

¹Department of Mechanical Engineering, Anna University Regional Campus, Madurai, India.
²V V College of Engineering, Tisayanvilai, India.

ABSTRACT

In the present investigation, an attempt was made to facilitate tool condition monitoring system on cryogenic treated using fuzzy logic and signal processing. Cryogenic treatment is carried out at -196°C for 48 hours followed on tempering at 200°C for 2 hours. The AISI4340 steel is machined with cryogenically treated inserts. Speed, feed and depth of cut are selected as input parameters. The results of the proposed method are encouraged in minimizing tool vibration, flank and crater wear. Good correlation is shown between the neural fuzzy and experimental data. As a result, it is found that cryogenically treated inserts have superior tool wear and vibration resistance, and confirmed by conducting further confirmation tests.

KEYWORDS

Vibration, Cryogenic Temperature, Tool Wear, Fuzzy Logic

Share and Cite:

Kannan, C. and Padmanabhan, P. (2016) Analysis of the Tool Condition Monitoring System Using Fuzzy Logic and Signal Processing. Circuits and Systems, 7, 2689-2701. doi: 10.4236/cs.2016.79232.

Cited by

[1]	Fuzzy Logic Model Analysis on Wear Behaviour of Al-Mg-Sic Composite Produced By Modified Stir Casting Method
	International Conference …, 2023

[2]	Fuzzy Logic Investigations on Wear Analysis of P/M-Produced Aluminum Composite Through Non-lubricated Mode
	Recent Advances in …, 2023

[3]	FUZZY LOGIC APPLICATION ON DRY SLIDING WEAR BEHAVIOR OF MATRIX ALUMINUM COMPOSITE PRODUCED BY POWDER METALLURGY METHOD
	Composites …, 2022

[4]	Influence of tool geometry on tool wear in turning of EN24 steel by using GRA and RSM
	AIP Conference …, 2022

[5]	An accurate cutting tool wear prediction method under different cutting conditions based on continual learning
	2021

[6]	The influence of rare earth cerium addition on mechanical and corrosion properties cast Mg-6Al-1Zn magnesium alloy
	2020

[7]	Investigation of cryogenic soaking period on flank wear in turning using Response Surface Methodology
	2020

[8]	Investigación y análisis de sistemas de recomendaciones basados en ontologías sobre el asma en artículos científicos y un comparativo de sistemas existentes en …
	2019

[9]	Sustainable Optimization of Manufacturing Process Effectiveness in Furniture Production
	Sustainability, 2017

	+1 323-425-8868
	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journals Menu

Home

About SCIRP

Service

Policies