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An ANN Approach in Prediction of Microhardness in a Furnace Cooled Sintered P/M 6061 Aluminium Compacts Solay Anand S 1, a and Mohan B 2, b 1Research Scholar, ARM College of Engineering and Technology, Anna University, Chennai, India. 2Associate Professor, Department of Production Technology, MIT Campus, Anna University, Chennai, India asolayarm@yahoo.com, bmohan@mitindia.edu Keywords: Powder Metallurgy, Particle size, cooling rate, Porosity, Artificial Neural Network, Back propagation algorithm.
Journal of Automobile Engg., Vol.27, 2002, pp52 [3] Schaffer GB Material Forum 24, 2000, pp109 – 125
Journal of Materials Science Engineering A, vol.346, 2003, pp266-272
[6] Chawala N Babic D Williams JJ Polasik SJ Marcucci M Narasimhan KS, Advances in Powder Metallurgy and Particulate Materials.
Material Science Engineering A, vol.308, 2001,pp180-188

Fabrication of SiC devices requires also engineering and recovery of defects.
Most common utilized methods of defects engineering in SiC are ionic implantation and doping steps.
Harima, Raman scattering characterization on SiC, Microelectronic Engineering. 83 (2006) 126‑129
Tomobe, Raman characterization of damaged layers of 4H-SiC induced by scratching, AIP Advances. 6 (2016) 015207
Chante, High electrical activation of aluminium and nitrogen implanted in 6H-SiC at Room Temperature by RF annealing, Materials Science Forum. 353–356 (2001) 571.

Wear protection of deep drawing tools by systematic optimization of highly stressed surfaces Fritz Klocke1,a, Daniel Heinen1,b, Fabian Schongen2,c, Kristian Arntz1,d, Yuan Liu1.e, Vladimir Bäcker2,f, Björn Feldhaus2,g 1Fraunhofer Institute for Production Technology IPT, Steinbachstr. 17, 52074 Aachen 2Laboratory for Machine Tools and Production Engineering (WZL) of RWTH Aachen University, Steinbachstr. 19, 52074 Aachen afritz.klocke@ipt.fraunhofer.de, bdaniel.heinen@ipt.fraunhofer.de, cf.schongen@wzl.rwth-aachen.de, dkristian.arntz@ipt.fraunhofer.de, eyuan.liu @ipt.fraunhofer.de, fv.baecker@wzl.rwth-aachen.de, gb.feldhaus@wzl.rwth-aachen.de Keywords: Laser surface treatment, wear protection, tooling Abstract.
Surv. 3, 2003, p. 268–308 [5] Altan, T.; Vazquez, V.: Numerical Process Simulation for Tool and Process Design in Bulk Metal Forming, CIRP Annals – Manufacturing Technology 2, 1996, p. 599–615 [6] Roll, K.: Simulation of Sheet Metal Forming – Necessary developments in the future, In: LS-Dyna Anwenderforum, 2008, p. 59–68 [7] Roy, R.; Hinduja, S.; Teti, R.: Recent advances in engineering design optimisation: Challenges and future trends, CIRP Annals - Manufacturing Technology 2, 2008, p. 697–715 [8] Liang, J.J.; Qin, A.K.; Suganthan, P.N.; Baskar, S.: Comprehensive learning particle swarm optimizer for global optimization of multimodal functions, Evolutionary Computation, IEEE Transactions, 2006, p. 281–295 [9] Hortig D.; Schmoeckel, D.: Analysis of local loads on the draw die profile with regard to wear using the FEM and experimental investigations, Journal. of Materials Processing Technology. 1, 2001, p. 153–158 [10] Clausen, P.M.; Pedersen, C.D.W.: Non-Parametric Large Scale Structural
Optimization for Industrial Applications, III European Conference on Computational Mechanics, Solids, Structures and Coupled Problems in Engineering, C.A.
Treiber: "Der Laser in der Fertigungstechnik", Hoppenstedt Technik, Darmstadt 1990 [13] König, W.; Roznoki, L.; Schmitz-Justen, Cl; Treppe, F: Oberflächenveredeln mit Laserstrahlung, Laser and Optoelektronik 20, Nr. 2 (1988) [14] Klocke, F.; Scheller, D.: Process monitoring in laser surface treatment operations with reflection and temperature measurement, Production Engineering, München volume 4 (1997) issue 1, Berlin: Wissenschaftliche Gesellschaft für Produktionstechnik (WGP) [15] Vilar, R.: Laser Alloying and Laser Cladding, Deparamento de Engenharia de Materiais, Instituto Superior Tecnico; Materials Science Forum (Volume 301), Lasers in Materials Science, p. 229-252 [16] Partes K.: Analytical model of the catchment efficiency in high speed laser cladding. (2009) Surf.
International Journal for Numerical Methods in Engineering 2, 1977, p. 355–375 [18] Klocke, F.; Bäcker, V.; Feldhaus, B.; Zeppenfeld, C.; Rjasanow, S.; Grzhibovskis, R.: Coupled FE/BE-Analysis of the Deep Rolling Process, Advanced Technology of Plasticity, 2008, p. 666–671 [19] Bäcker, V.; Klocke, F.; Wegner, H.; Timmer, A.; Grzhibovskis, R.; Rjasanow, S.: Analysis of the deep rolling process on turbine blades using the FEM/BEM-coupling, IOP Conference Series: Materials Science and Engineering, 2010, p. 121-134 [20] Bäcker, V.; Klocke, F.; Timmer, A.; Mattfeld, P.; Schongen, F.; Grzhibovskis, R.; Rjasanow, S.: Time Efficient Numerical Tool Optimization for Wear Reduction in Deep Drawing.

Adhesion additive influence on polyamide nano polymer composite properties, Defect and Diffusion Forum 368 (2016) 142-145
Prediction and Verification of Compatibility of MMT Nanofiller in PA6 Matrix, Key Engineering Materials 635 (2015) 194-197
Baird, Preparation of polymer-clay nanocomposites and their properties, Advances in Polymer Technology 25 (2006) 270-285
Baron, Gate location and its impact to flowing characteristics of plastic moldings, Key Engineering Materials 669 (2016) 36-43
Selected Properties of Composites with Polypropylene after Ageing, Key Engineering Materials 635 (2015) 212-215

Introduction The production of composite extrusion profiles with continuous reinforcing elements, which are embedded in an aluminum matrix, is an innovative process for manufacturing structural components in automotive and aerospace engineering.
The non-metallic wire for the experimental investigations was provided by the IWK1 (Institute of Materials Science and Engineering 1, University of Karlsruhe).
Shaker Publishing, Aachen 2007 [3] Klaus, A.; Schomäcker, M.; Kleiner, M.: First Advances in the Manufacture of Composite Extrusions for Lightweight Constructions.
Material Science Forum Vols. 537-538 (2007), pp. 191-197 [10] Moser, B.; Rossoll, A.; Weber, L.; Beffort, O.; Mortensen, A.: Damage evolution of Nextel 610 alumina fibre reinforced aluminium.

Metallic composite materials are currently one of the most dynamically developing and most intensely researched groups of engineering materials as confirmed, especially, by the outcomes of research into composite materials with a matrix of aluminium alloys reinforced with ceramic particles [4], intermetallic phases [5], and - in the recent years - also with carbon nanotubes [6].
As milling advances, the particles are fragmented and re-joined (Fig. 2c), and this finally contributes to the random orientation of the welded particles’ boundaries.
Dr Błażej Tomiczek, PhD Eng is a holder of scholarship from project POKL.04.01.01-00-003/09-00 entitled „Opening and development of engineering and PhD studies in the field of nanotechnology and materials science” (INFONANO), co-founded by the European Union from financial resources of European Social Fund and headed by Prof.
Forum 591-593 (2008) 188-192 [4] E.M.

Mechanical Properties and Microstructure Evolution of an AA5083 via Introducing 0.33%Sc and Cryorolling BAH Thierno Amadou1,a, WAQAS Farid1,b, Hailiang YU1,2,c * College of Mechanical and Electrical Engineering, Central South University, Changsha 410083, China Light Alloys Research Institute, Central South University, Changsha 410083, China atbah708@hotmail.com, bwaqas.farid111@gmail.com, cyuhailiang@csu.edu.cn Keywords: AA5083; Cryorolling; Mechanical properties; Microstructure Abstract: The influence of Sc on the mechanical properties and microstructure evolution an AA5083 was studied.
X-ray diffraction (XRD) was conducted using D8 ADVANCE Davinci using Cu Kα radiation (1.5406 Å) at room temperature.
Forum, vol. 765, pp. 716–720, 2013,doi: 10.4028/www.scientific.net/MSF.765.716
Materials Science and Engineering: A 798 (2020): 140328.

They have attracted a lot of attention in materials science and engineering because of their unique properties and potential applications [1-5].
HEAs have potential applications in various fields, such as aerospace, automotive, energy, biomedical, and environmental engineering [1-5].
Innovations, advances, and applications, CRC Press, Boca Raton, 2020
Forum. 838–839 (2016) 302–307

Sekara*, P.Vasanthakumarb Department of Mechanical Engineering, National Institute of Technology Calicut, NIT Campus Calicut - 673601, Kerala, India *Corresponding author: asekar@nitc.ac.in, bvasanthakumarp76@gmail.com.
Forum, vol. 979 MSF, pp. 124–128, 2020
Kanthababu, “Advances in Additive Manufacturing and Joining,” in Editors Proceedings of AIMTDR, 2018
Zettler, J.F. dos Santos,V.Sivan, Stress corrosion cracking susceptibility of friction stir welded AA7075–AA6056 dissimilar joint, Materials Science and Engineering vol.392, pp.292-300, 2005

Results indicate that the step depth has the predominant impact on the reduction of wall thickness. 1 Introduction In recent years, incremental sheet metal forming (ISF) has gained wide attention from researchers, engineers, and various industries in light of its applicability in multiple industrial sectors, including automotive, industrial aviation, and medical implants.
In International Congress of Automotive and Transport Engineering, pages 341–353.
In Materials Science Forum, volume 729, pages 85–90.
Advances in Science and Technology.
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engi- neering Manufacture, 219(4):359–364, 2005.