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Prediction of machining performance using RSM and ANN models in hard turning of martensitic stainless steel AISI 420

Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2019
The purpose of this experimental work is to study the impact of the machining parameters (Vc, ap, and f) on the surface roughness criteria (Ra, Rz, and Rt) as well as on the cutting force components (Fx, Fy, and Fz), during dry turning of martensitic ...
Abderrahmen Zerti   +4 more
semanticscholar   +1 more source

Statistical evaluation and performance analysis of electrical discharge machining (EDM) characteristics of hard Ti-6Al-2Sn-4Zr-2Mo alloy

Materials Research Express, 2019
Nowadays, electrical discharge machining process is successfully employed to machining hard titanium alloys compared to other non-conventional machining processes.
A. Perumal   +4 more
semanticscholar   +1 more source

Intelligent Modelling of Hard Materials Machining

2020
In the Mid of 1950s, artificial intelligence was emerged to solve practical problems in engineering domain by using tools, developed based on human intelligence. Genetic algorithm ‘GA’, artificial neural network ‘ANN’, and fuzzy logic are some AI-based soft computing tools used to predict and assist in the control of manufacturing processes.
Manjunath Patel G. C.   +3 more
openaire   +1 more source

A review on Laser Machining of hard to cut materials

Materials Today: Proceedings, 2019
Several industries developed their requirement for difficult to machine materials due to their special properties, however, machining of difficult to cut material poses immense challenge due to higher cutting force and sever tool wear involved.
Aigul Nagimova, Asma Perveen
semanticscholar   +1 more source

Taguchi S/N based optimization of machining parameters for surface roughness, tool wear and material removal rate in hard turning under MQL cutting condition

Measurement, 2018
Minimum quantity lubrication (MQL) is adorned with improved machining performance and environmental sustainability. In this context, this paper presents the study of roughness parameters (Ra, Rq, Rz), tool wear parameters (VB, VS) and material removal ...
Mozammel Mia   +6 more
semanticscholar   +1 more source

Hard Facts about Soft Machines:

2020
Part 1 Seating And Health: A Continuous Passive Motion Backrest For Low backpain, Steven M. Reinecke et al back problems caused by traditional work chairs and how to reduce the problem, A.C. Mandal effect of belt support chair in preventing Lumbago and maintaining posture, Dr Morooka.
openaire   +1 more source

Damage formation and suppression in rotary ultrasonic machining of hard and brittle materials: A critical review

, 2018
Rotary ultrasonic machining (RUM) combines diamond grinding with small-amplitude tool vibration, to improve machining processes of hard and brittle materials. It has been successfully applied to the machining of a number of brittle materials from optical
Jianjian Wang   +4 more
semanticscholar   +1 more source

Requirements on Tools and Machines When Machining Hard Materials

1986
The automotive and machine tool industry increase their efforts to improve the production process in the range of machining hardened workpieces and to introduce more economic production techniques. Thus, one important aime is to reduce costs and time by replacing the grinding process by machining with defined cutting edge (turning, milling).
H. K. TÖnshoff, W. Bussmann, C. Stanske
openaire   +1 more source

Studies on Machining of Hard Materials

2020
Over the years, machining industries are continuously striving to manufacture the parts at reduced cost and improved quality. This can be achieved by selecting appropriate set of tool–work materials and effective modelling and optimization of the process.
Manjunath Patel G. C.   +3 more
openaire   +1 more source

Hard Shell Capsule Filling Machines

2017
This chapter describes the various types of capsule filling machines, their operations, processes and capabilities, and various types of capsule filling support equipment currently in use. Capsule filling machines employ a variety of mechanisms to handle the various dosage ingredients.
openaire   +1 more source

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