Integration of Mahalanobis-Taguchi system and traditional cost accounting for remanufacturing crankshaft

Abu, Mohd Yazid; Norizan, N S; Rahman, Mohd Soufhwee Abd

doi:10.1088/1757-899x/342/1/012005

Cited by 7 publications

(4 citation statements)

References 17 publications

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“…The average MD for a healthy is 1.0000, whereas an unhealthy one is 79.5876. Parameters 1,3,4,6,7,8,9,11,12,17,18,23,26,27,28,30,31,33,and 34 are all degree of contribution positively, whereas parameters 2, 5, 10, 13, 14, 15, 16, 19, 20, 21, 22, 24, 25, 29, and 32 are degree of contribution negatively. MTS was used to diagnosis 15 unknown samples in blood testing from the MFlex program.…”

Section: Discussionmentioning

confidence: 99%

“…The utilization of a parameter results in an increase in the production of MD when the degree of contribution is positive, while the utilization of a parameter results in a decrease in the output of MD when the degree of contribution is negative. As a result, parameters 1, 3,4,6,7,8,9,11,12,17,18,23,26,27,28,30,31,33, and 34 contribute positively, whereas parameters 2, 5, 10, 13,14,15,16,19,20,21,22,24,25,29, and 32 contribute negatively. According to the findings of this study, in order to achieve a lower MD, it is recommended that the positive degree of contribution be increased while the negative degree of contribution remain unchanged.…”

Section: Figure 2 Scatter Diagram Of Lipid Profile Between Healthy An...mentioning

confidence: 99%

“…[30] used MTS to identify critical and non-critical factors throughout the remanufacturing process while also estimating cost using the ABC technique. Using Taguchi's orthogonal array, [31] analyzed the criticality of parameters on an endof-life crankshaft. Then, using typical cost accounting, estimate the cost taking into consideration the important characteristics.…”

Section: Introductionmentioning

confidence: 99%

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Methadone Flexi Dispensing (MFlex) Intelligence System utilizing the Mahalanobis-Taguchi System

Pinueh,

Abu,

Saad

et al. 2024

JMMST

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Patients who are participating in the methadone flexi dispensing (MFlex) program are obliged to provide their blood samples for various testing, such as lipid profiles. A doctor evaluates three parameters, including cholesterol, HDL cholesterol, and LDL cholesterol to determine whether or not the patient has a lipid issue. Since, the current structure lacks an ideal atmosphere for classification and optimization caused by inaccuracies in measurement methodologies and a lack of explanation for significant aspects that have an effect on the accuracy of diagnostics. The objective is to implement the Mahalanobis-Taguchi system (MTS) in the MFlex program. Utilizing a total of 34 parameters, there are two different types of MTS techniques used for classification and optimization: the RT method and T method. The average Mahalanobis distance (MD) for healthy conditions is 1.0000 whereas for unhealthy is 79.5876. As a result, there is 19 parameters indicate a positive degree of contribution. 15 unknown samples were diagnosed with a variety of positive and negative degree of contribution to achieving a lower MD. Type 5 of 6 alterations was chosen as the best suggested possibility. In conclusion, MTS is able to be applied in medical environment.

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Section: Discussionmentioning

confidence: 99%

Section: Figure 2 Scatter Diagram Of Lipid Profile Between Healthy An...mentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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Methadone Flexi Dispensing (MFlex) Intelligence System utilizing the Mahalanobis-Taguchi System

Pinueh,

Abu,

Saad

et al. 2024

JMMST

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show abstract

“…Abu et al [32] identified the critical and non-critical variables during the remanufacturing process using MTS and simultaneously estimated the cost using the ABC method. Abu et al [33] evaluated the criticality of parameters on the end-of-life crankshaft based on Taguchi's orthogonal array. Then, [13] estimate the cost using traditional cost accounting by considering the critical parameters.…”

Section: Literature Reviewmentioning

confidence: 99%

Application of the Mahalanobis-Taguchi System in Renal Profile of the Methadone Flexi Dispensing Program

Saad

Zaini

Abu

2022

jti

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Patients under the methadone Flexi dispensing (MFlex) program are required to do blood tests like renal profile. To ensure the patient has a kidney failure, a doctor assesses one parameter like creatinine. Unfortunately, the existing system does not have a stable ecosystem towards classification and optimization due to inaccurate measurement methods and lack of justification of significant parameters, which will influence the accuracy of diagnosis. The objective is to apply the Mahalanobis-Taguchi system (MTS) in the MFlex program. The data is collected at Bandar Pekan clinic with 34 parameters. Two types of MTS methods are used, such as RT-Method and T-Method, for classification and optimization. As a result, the RT-Method can classify healthy and unhealthy samples, while the T-Method can evaluate the significant parameters in terms of the degree of contribution. Fifteen unknown samples have been diagnosed with different positive and negative degrees of contribution to achieving lower MD. The best-proposed solution is type 5 of 6 modifications because it shows the highest MD value than others. In conclusion, a pharmacist from Bandar Pekan clinic confirmed that MTS could solve a problem in the classification and optimization of the MFlex program.

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Proposing of Mahalanobis-Taguchi System and Time-Driven Activity-Based Costing on Magnetic Component of Electrical & Electronic Industry

Kamil

Abu

Zamrud

et al. 2019

Lecture Notes in Mechanical Engineering

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Integration of Mahalanobis-Taguchi system and traditional cost accounting for remanufacturing crankshaft

Cited by 7 publications

References 17 publications

Methadone Flexi Dispensing (MFlex) Intelligence System utilizing the Mahalanobis-Taguchi System

Methadone Flexi Dispensing (MFlex) Intelligence System utilizing the Mahalanobis-Taguchi System

Application of the Mahalanobis-Taguchi System in Renal Profile of the Methadone Flexi Dispensing Program

Proposing of Mahalanobis-Taguchi System and Time-Driven Activity-Based Costing on Magnetic Component of Electrical & Electronic Industry

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