Record Details

Optimization of the Stirring Parameters of AZ91Mg-based Stir Casted Hybrid Composites using Taguchi and ANN

Online Publishing @ NISCAIR

View Archive Info
 
 
Field Value
 
Authentication Code dc
 
Title Statement Optimization of the Stirring Parameters of AZ91Mg-based Stir Casted Hybrid Composites using Taguchi and ANN
 
Added Entry - Uncontrolled Name Singh, Kamal Kant; Mechanical Engineering Department, Gautam Buddha University, Greater Noida 201 312, Utter Pradesh, India
Mangal, Dharamvir ; Mechanical Engineering Department, Gautam Buddha University, Greater Noida 201 312, Utter Pradesh, India
 
Uncontrolled Index Term Artificial neural network, Mg-Hybrid composites, Stirrer optimize, VSSC technique, Taguchi approach
 
Summary, etc. <p class="Abstract">In the current research, the fabricated Mg hybrid composites amalgamate with the vacuum-based squeezed stir casting process having TiC and Al<sub>2</sub>O<sub>3</sub> reinforcement’s in which AZ91Mg-alloy is the base material. The study includes the processing parameters of the vacuum-based squeezed stir casting method (such as stirring time, stirrer depth, and stirring speed) that have been varied and then investigates their influential effect by using the L<sub>16</sub> orthogonal Taguchi approach. By considering these parameters, the tribo-mechanical properties are also optimized like porosity, ultimate strength, and rate of wear loss of Mg-hybrid composites. The result reveals a significant association between processing parameters and optimized tribo-mechanical properties. The results signify that the processing parameters are best optimized at processing parameters of 500 rpm of stirring speed, 5 min of stirring time, and 50 mm of stirrer depth and the optimized tribo-mechanical properties are 0.4% porosity, 245 MPa of ultimate strength, and 0.0011 mm<sup>3</sup> per min is the loss of wear rate. However, the ANOVA results contribute that the stirrer depth has the most significant processing parameter compared to other optimized parameters. This research also includes an artificially designed networking model which validates the designated set of empirical data. Thus due to their suitability for abrasion wear AZ91-hybrid composite gives a new divergence towards the designing parts of minuscule airplanes used in surveillance applications such as ailerons and wing flaps.</p>
 
Publication, Distribution, Etc. Journal of Scientific & Industrial Research
2023-04-06 06:49:56
 
Electronic Location and Access application/pdf
http://op.niscair.res.in/index.php/JSIR/article/view/59672
 
Data Source Entry Journal of Scientific & Industrial Research; ##issue.vol## 82, ##issue.no## 04 (2023)
 
Language Note en
 
Nonspecific Relationship Entry http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595070
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595071
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595072
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595073
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595074
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595075
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595076
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595077
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595078
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595079
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595080
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595081
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595082
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595083
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595084
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595085
http://op.niscair.res.in/index.php/JSIR/article/download/59672/465595086