This content is not included in
your SAE MOBILUS subscription, or you are not logged in.
Optimization of Machining Process Parameters for Minimizing the Waste Stream Response through Multi-Objective Optimization
Technical Paper
2019-28-0062
ISSN: 0148-7191, e-ISSN: 2688-3627
This content contains downloadable datasets
Annotation ability available
Sector:
Language:
English
Abstract
During the delivering of an item, any material created moreover to a definitive item will be named as waste. The waste produced in light of machining could be a notable conservation worry for creators. The shape and condition of waste streams created, and their transportation components divergence with the strategy utilized and also shift among the technique. The effect in view of each waste stream differs as well. This examination reports a machining strategy includes the procedure of material to give a completed or a semi-completed item. This is frequently done by misapplication tools, totaling, machines and distinctive data sources that are appropriate to the strategy. The procedures thought of for the point of this work includes machining of material manipulation devices to give parts and items. The yield of the technique incorporates the item and increase the waste streams. The waste streams will be in the form of Chips, Energy usage, and Worn cutting tools and Operating time. TOPSIS and ANOVA was acclimated gauge the chief essential Cutting speed, Feed rate, Depth of Cut and Tool Nose Radius conditions that influencing the Minimum Response. The most support effect of the info factors on the normal reactions is researched. The normal esteems and estimated esteems are genuinely close. The given model may be acclimated pick the measure of machining process parameters.
Authors
- Sundar Singh Sivam Sundarlingam Paramasivam - SRM Institute of Science and Technology
- Ganesh Babu Loganathan - Tishk International University
- Krishnaswamy Saravanan - SRM Institute of Science and Technology
- Durai Kumaran - SRM Institute of Science and Technology
- Raj Rajendran - SRM Institute of Science and Technology
- Harish Sriram - SRM Institute of Science and Technology
Topic
Citation
Sivam Sundarlingam Paramasivam, S., Loganathan, G., Saravanan, K., Kumaran, D. et al., "Optimization of Machining Process Parameters for Minimizing the Waste Stream Response through Multi-Objective Optimization," SAE Technical Paper 2019-28-0062, 2019, https://doi.org/10.4271/2019-28-0062.Data Sets - Support Documents
Title | Description | Download |
---|---|---|
Unnamed Dataset 1 | ||
Unnamed Dataset 2 | ||
Unnamed Dataset 3 | ||
Unnamed Dataset 4 | ||
Unnamed Dataset 5 | ||
Unnamed Dataset 6 | ||
Unnamed Dataset 7 | ||
Unnamed Dataset 8 | ||
Unnamed Dataset 9 | ||
Unnamed Dataset 10 | ||
Unnamed Dataset 11 | ||
Unnamed Dataset 12 | ||
Unnamed Dataset 13 | ||
Unnamed Dataset 14 | ||
Unnamed Dataset 15 |
Also In
References
- Chan , J.W.K. and Tong , T.K.L. Multi-Criteria Material Selections and End-of-Life Product Strategy: Grey Relational Analysis Approach Materials & Design 28 5 1539 1546 2007 10.1016/j.matdes.2006.02.016
- Tzeng , Y.F. and Chen , F.C. Multiobjective Process Optimisation for Turning of Tool Steels International Journal of Machining and Machinability of Materials 1 1 76 93 2006 10.1504/IJMMM.2006.010659
- Sahoo , A.K. , Baral , A.N. , Rout , A.K. , and Routra , B.C. Multi-Objective Optimization and Predictive Modelling of Surface Roughness and Material Removal Rate in Turning Using Grey Relational and Regression Analysis Procedia Engineering 38 1606 1627 2012 10.1016/j.proeng.2012.06.197
- Tzeng , C.J. , Lin , Y.H. , Yang , Y.K. , and Jeng , M.C. Optimization of Turning Operations with Multiple Performance Characteristics Using the Taguchi Method and Grey Relational Analysis Journal of Materials Processing Technology 209 6 2753 2759 2009 10.1016/j.jmatprotec.2008.06.046
- Sundar Singh Sivam , S.P. , Loganathan , G.B. , Saravanan , K. et al. Experimental Study and Ignition Fire Risk Mapping on Friction Stir Welding Parameters of Dissimilar Alloys for the Benefits of Environment Materials Today: Proceedings 10.1016/j.matpr.2019.06.652
- Chang , C.K. and Lu , H.S. Design Optimization of Cutting Parameters for Side Milling Operations with Multiple Performance Characteristics International Journal of Advanced Manufacturing Technology 32 1-2 18 26 2007 10.1007/s00170-005-0313-5
- Datta , S. , Bandyopadhyay , A. , and Pal , P.K. Grey-Based Taguchi Method for Optimization of Bead Geometry in Submerged Arc Bead-on-Plate Welding International Journal of Advanced Manufacturing Technology 39 11-12 1136 1143 2008 10.1007/s00170-007-1283-6
- Chakradhar , D. and VenuGopal , A. Multi-Objective Optimization of Electrochemical Machining of EN31 Steel by Grey Relational Analysis International Journal of Modeling and Optimization 1 2 113 117 2011 10.7763/IJMO.2011.V1.20
- Hrelja , M. , Klancnik , S. , Irgolic , T. , Paulic , M. et al. Particle Swarm Optimization Approach for Modelling a Turning Process Advances in Production Engineering & Management 9 1 21 30 2014 10.14743/apem2014.1.173
- Nalbant , M. , Gökkaya , H. , and Sur , G. Application of Taguchi Method in the Optimization of Cutting Parameters for Surface Roughness in Turning Materials & Design 28 1379 1385 2007
- Nian , C.Y. , Yang , W.H. , and Tarng , Y.S. Optimization of Turning Operations with Multiple Performance Characteristics Journal of Materials Processing Technology 95 90 96 1999
- Chang , C.K. and Lu , H.S. Design Optimization of Cutting Parameters for Side Milling Operations with Multiple Performance Characteristics International Journal of Advanced Manufacturing Technology 32 1-2 18 26 2007 10.1007/s00170-005-0313-5
- Chakradhar , D. and VenuGopal , A. Multi-Objective Optimization of Electrochemical Machining of EN31 Steel by Grey Relational Analysis International Journal of Modeling and Optimization 1 2 113 117 2011 10.7763/IJMO.2011.V1.20
- Gupta , M. and Kumar , S. Multi-Objective Optimization of Cutting Parameters in Turning Using Grey Relational Analysis International Journal of Industrial Engineering Computations 4 547 558 2013
- Fung , C.P. Manufacturing Process Optimization for Wear Property of Fiber-Reinforced Polybutylene Terephthalate Composites with Grey Relational Analysis Wear 254 298 306 2003
- Gopalsamy , B.M. , Mondal , B. , and Ghosh , S. Optimisation of Machining Parameters for Hard Machining: Grey Relational Theory Approach and ANOVA International Journal of Advanced Manufacturing Technology 45 1068 1086 2009
- Dewangan , S. and Biswas , C.K. Optimization of Machining Parameters Using Grey Relation Analysis for EDM with Impulse Flushing International Journal for Mechatronics and Manufacturing Systems 6 144 158 2013
- Sivam , S.P.S.S. Multi Response Optimization of Setting Input Variables for Getting Better Product Quality in Machining of Magnesium AM60 by Grey Relation Analysis and ANOVA Periodica Polytechnica Mechanical Engineering S.l. 2017 10.3311/PPme.11034
- Sivam , S.P.S.S. , Gopal , M. , Venkatasamy , S. , and Singh , S. An Experimental Investigation and Optimisation of Ecological Machining Parameters on Aluminium 6063 in Its Annealed and Unannealed Form Journal of Chemical and Pharmaceutical Sciences 46 53 2015
- Sivam , S.P.S.S. , Gopal M. , Venkatasamy S. , Singh , S. Application of Forming Limit Diagram and Yield Surface Diagram to Study Anisotropic Mechanical Properties of Annealed and Unannealed SPRC 440E Steels Journal of Chemical and Pharmaceutical Sciences 15 22 2015 0974-2115
- Sivam , S.P.S.S. , Abburi , L.K. , Sathiya , M.K. and Rajendra , K. Investigation Exploration Outcome of Heat Treatment on Corrosion Resistance of AA 5083 in Marine Application Journal of Science and Technology 14 453 460 0972-768X
- Sivam , S.P.S.S. , Saravanan , K. , Pradeep , N. , Rajendra Kumar , S. , and Karuppiah , S. Comparison of Manufacturing Data Analysis for 5 & 3-Axis Vertical Machining Center for the Time and Tool Benefits of Industries International Journal of Engineering & Technology 7 4.5 196 201 2018 http://dx.doi.org/10.14419/ijet.v7i4.5.20044
- Sivam , S.P.S.S. , Saravanan , K. , Pradeep , N. , Rajendra Kumar , S. et al. Development of Vibrator Feeding Mechanism Using Two Sets of Rollers for the Separation of Ball Grading for Industry Benefits International Journal of Engineering & Technology 7 4.5 202 206 2018 10.14419/ijet.v7i4.5.20045
- Sivam , S.P.S.S. , Umasekar , V.G. , Mishra , A. , Mishra , S. , and Mondal , A. Orbital Cold Forming Technology - Combining High Quality Forming with Cost Effectiveness - A Review Indian Journal of Science and Technology 9 38 October 2016 10.17485/ijst/2016/v9i38/91426
- Sivam , S.P.S.S. , Bhat , M.D.J. , Natarajan , S. , and Chauhan , N. Analysis of Residual Stresses, Thermal Stresses, Cutting Forces and Other Output Responses of Face Milling Operation on ze41 Magnesium Alloy International Journal of Modern Manufacturing Technologies X 1 92 100 2018 2067-3604
- Sivam , S.P.S.S. , Saravanan , K. , Pradeep , N. , Moorthy , K. , and Rajendrakumar , S. The Grey Relational Analysis and Anova to Determine the Optimum Process Parameters for Friction Stir Welding of Ti and mg Alloys Periodica Polytechnica Mechanical Engineering 10.3311/PPme.12117
- Sivam , S.P.S.S. , UmaSekar , V.G. , Saravanan , K. , RajendraKumar , S. et al. Frequently Used Anisotropic Yield Criteria for Sheet Metal Applications: A Review Indian Journal of Science and Technology 9 47 December 2016b 10.17485/ijst/2015/v8i1/92107
- Sivam , S.P.S.S. , Loganathan , G.B. , Umasekar , V.G. , Suresh Kumar , P.S. , and Raja , S. Study on Micro Structural Characteristics and Mechanical Behaviour of AISI1050 Steel under Various Heat Treatments Int. J. Vehicle Structures & Systems 11 1 15 20 2019 10.4273/ijvss.11.1.04
- Sivam , S.P.S.S. , Loganathan , G.B. , Saravanan , K. , Umasekar , V.G. , and Rameez , T.P.M. Optimization of Passenger Car Door Impact Beam Using Quasi Static CAE Analysis Int. J. Vehicle Structures & Systems 11 1 21 26 2019 10.4273/ijvss.11.1.05
- Sivam , S.P.S.S. , Saravanan , K. , Loganathan , G.B. , Kumaran , D. , and Rajendrakumar , S. Root Cause Analysis for Failure of Door Lock Case Assembly during Caulking Process Int. J. Vehicle Structures & Systems 11 1 11 14 2019 10.4273/ijvss.11.1.03
- Sivam , S.P.S.S. , Loganathan , G.B. , Saravanan , K. , Umasekar , V.G. , and Rajendrakumar , S. Numerical Evaluation and Influence of Product Quality and its Defects Measures on the Drawing of Stainless Steel Cross Member for Automobiles Int. J. Vehicle Structures & Systems 11 1 107 112 2019 10.4273/ijvss.11.1.19
- Sivam , S.P.S.S. , Umasekar , V.G. , Loganathan , G.B. , Kumaran , D. , and Rajendrakumar , S. Multi Response Optimization of Setting Process Variables in Face Milling of ZE41 Magnesium Alloy Using Ranking Algorithms and ANOVA Int. J. Vehicle Structures & Systems 11 1 47 56 2019 10.4273/ijvss.11.1.10