Magnetorheological finishing of aluminium cylindrical roller for enhanced performance of printing operation. (December 2022)

• Record Type: Journal Article
• Authors: Singh, Manpreet; Paswan, Sunil Kumar
• Is Part Of: Proceedings of the Institution of Mechanical Engineers. Volume 236:Number 6(2022)
• Page Start: 2455
• Page End: 2469
• Publication Date: 2022-12
• Subjects: Aluminium roller -- response surface methodology -- batch gradient descent -- algorithm -- functional performance; Mechanical engineering -- Periodicals; Production engineering -- Periodicals; Manufacturing processes -- Periodicals; 621.05
• DOI: 10.1177/09544089221093010
• Languages: English
• ISSNs: 0954-4089

Abstract

Aluminium is the most versatile engineering material for various industries, such as transport, machinery, metallurgy and printing. The aluminium cylindrical roller plays a significant role in the printing machine. In order to evenly distribute the pressure and for accurate tolerances roller needs to be perfect and uniformly finished. Owing to their ductility and lesser hardness, it is difficult to achieve uniform and fine finishing by conventional finishing methods. The rotary magnetorheological (MR) method is established to satisfy this requirement. The MR polishing fluid composition is initially analysed in order to obtain a fine finish. The central composite design was employed to optimize the finishing parameters. The batch gradient descent algorithm is used to validate the RSM optimization of process parameters. Batch gradient descent gives the mathematical model which validates the RSM mathematical model. The scan electron microscopy, reflectivity test and surface roughness profile check were carried out to track the surface texture and the cylindrical aluminium roller's ruggedness. The standard deviation test is performed to measure the uniformity of the finished surface and demonstrate that the uniformity of the finished surface which is increased. Geometric measurements are tested by the way of the surface waviness measurement. The results of earlier process parameters and with addition of reciprocation of work-part is compared and experimentation performed on 120 mm long and 25 mm diameter of the aluminium cylindrical roller with 30 mm length for each trial.