Equivalent Stress Prediction of Automobile Structural Member Using FEA-Ann Technique
Journal Title: International Journal of Mechanical and Production Engineering Research and Development (IJMPERD ) - Year 2019, Vol 9, Issue 2
Abstract
The backbone Chassis works for supporting the body and assorted pieces of the automobile. It should be adequately inflexible to persevere through the shock, twist, vibration and extra stresses. At that point, an imperative thought in case configuration is the quality (Equivalent Stress) for adequate twisting solidness. Essential objective of the examination is to develop an ANN model for indistinguishable stress forecast. Combined of two side individuals with a progression of cross individuals makes the body outline. Quantity of cross individuals, cross-segment, their areas, cross individuals and sizes of the side transform into the structure factors. From Creo 3. 0, it makes the chassis frame model and dismembered utilizing Ansys. As the quantity of parameters and levels are more, the likely models are excessively. At that point, performance of FEA apply on those models. Preparation of demonstrated ANN is to use the FEA’s results. Having seen the calculation of standard back-engendering, it is the best choice for preparing the model for the ANN demonstrating. Use of multi-layer discernment organizes is for non-direct mapping between the info and yield parameters. FEA-ANN cross breed model can spare material utilized, creation time and cost.
Authors and Affiliations
Senthiil p. v, Aakash Sirusshti . V. S, Sathish T
A Data Driven Approach of Modelling and Parameter Estimation of Boiler Drum Subsystem Dynamics
A nonlinear dynamic model of the boiler drum level system is estimated from plant data. The identified models describe the dynamic behaviour of the subsystem under a given operating condition. Both linear and nonlinear m...
Effect of Electroless Nickel (EN) Coating on Mechanical Properties of Al-6061
Al-6061 and Nickel, individually serve for various requirements of their multitude mechanical characteristics and ideal chemical properties. In present scenario, Al-6061 has captured the attention of both academia and in...
DETECTION OF SHIP VIBRATIONS AND ABSORPTION TECHNIQUES
Ship Vibration is a major problem which occurs frequently in the on-board vessel. Excessive ship vibration may result in fatigue failure of local structural members, malfunctioning of machineries and equipments. Ship vib...
Classification of Roller Bearing Faults using Iterative Classifier
Bearings play an important role in power transmission systems and to ensure healthy functioning to get the best output. Therefore, a frequent and reliable inspection scheme needs to be employed to intervene before any cr...
Multi-Objective Design for a New Type of Frame Saw Machine
A new type of frame saw machine with four-bar parallelogram linkage mechanism has been recently studied around the world. In this paper, an advanced model including 8 control parameters, 9 functional constraints and 9 ob...