Skip to content

IRS-MR/IRS-MR-2019-01-19-IS1PT-GRP-HEX-LOH_Disposition_Decision-Making_Process_System

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

16 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

SECTION 1 : PROJECT TITLE

Lot Disposition Recommendation System


SECTION 2 : EXECUTIVE SUMMARY / PAPER ABSTRACT

In the semiconductor manufacturing, the reliability and integrity of the integrated circuits (ICs) are especially critical to the automotive and aerospace industries whereby any premature failure will lead to catastrophic consequences. The test process is the last quality gate before the ICs are shipped to the customers, and thus it is most important process in the whole manufacturing chain to ensure that there are no defect being shipped out.

Many companies place high emphasis on quality management and achieving ‘zero defect’. In quality management, the 6-sigma process control is widely used to improve quality and eliminate defects. When the lot (batch of ICs) does not meet the quality and customer requirements, the process control will flag and stop the lot from proceeding on to the packing process and the lot will be on hold (LOH). The LOH will then be sent for further investigation to assess its risk and understand the cause of the deviation which may arise due to product or process-related problems.


SECTION 3 : CREDITS / PROJECT CONTRIBUTION

Official Full Name Student ID (MTech Applicable) Work Items (Who Did What) Email (Optional)
CH'NG WEI LUEN A0195251E Prepare and extract data for system development, interview respective domains & design the rule requirement for each sub-goals. Provided executable scripts and decision table to perform rule workflow; responsible for knowledge modelling (specification &refinement), drafted business process flow e0384882@u.nus.edu
LIM LI WEI A0087855L Feasibility Study with JBPM and Software Testing, Recommending and Exploring Solutions for Development, Helped with Drafting System Features and Conclusion in Report, Logo/Background design and integration. e0319479@u.nus.edu
PAMELA LIN YAN LING A0196413A Provided problem domain with real industrial application and provided real data; responsible for knowledge modelling (identification & specification) – designing activity flow chart, data attribute, inference diagram, rule table for each sub-goals e0388053@u.nus.edu
PREM S/O PIRAPALA CHANDRAN A0195324A Integrated different sections of report from group members to create flow in group report. Wrote executive summary and aspects of conclusion. Proof read report. Designed front end skin banner for the interface design. e0384955@u.nus.edu
YE CHANGHE A0150138N Core developer of Jbpm and Java,model implement, workfolw implement and combination, Decision table enhancement, runable script combination and testing, end-to end testing and test case part in report, Git Repo management. e0015120@u.nus.edu
ZHANG HAIHAN A0150701X Developer of Jbpm and Java ,model optimization, rule optimization and implement,end-to-end testing and test case,user guide, git file management and helped solution part in report. e0015787@u.nus.edu

SECTION 4 : VIDEO OF SYSTEM MODELLING & USE CASE DEMO

Lot Disposition Recommendation System

SECTION 5 : USER GUIDE

<Github File Link> : https://github.com/teamHexMtech/IRS-MR-2019-01-19-ISY5001-GRP-HEX-LOH_Disposition_Decision-Making_Process_System/blob/master/UserGuide/User%20Guide%20with%20Sample%20Case.pdf

[ 1 ] To run the system using iss-vm

download pre-built virtual machine from http://bit.ly/iss-vm

start iss-vm

open terminal in iss-vm

$ git clone https://github.com/teamHexMtech/IRS-MR-2019-01-19-ISY5001-GRP-HEX-LOH_Disposition_Decision-Making_Process_System.git

run KIE server

Go to URL using web browser http://localhost:8080/console-jbpm


SECTION 6 : PROJECT REPORT / PAPER

<Github File Link> : https://github.com/teamHexMtech/IRS-MR-2019-01-19-ISY5001-GRP-HEX-LOH_Disposition_Decision-Making_Process_System/blob/master/ProjectReport/Lot%20Disposition%20Recommendation%20Report.pdf


SECTION 7 : MISCELLANEOUS

HDB_BTO_SURVEY.xlsx

  • commonality_test.R (Required by project)
  • lotList.csv (Required by project)
  • rawData.csv (Required by project)
  • Skin.zip

About

LOH_Disposition_Decision-Making_Process_System

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • R 100.0%