Lean & Process Mining
- 1. Using Process Mining Capabilitiesin Lean Six Sigma ProjectsGeorge Varvaressosgvarvaressos@ozemail.com.auBusiness Process Mining 息 2009
- 2. Process Performance IssuesProcesses dont deliver on time
- 4. Processes are complexBusiness Process Mining 息 2009
- 5. Processes not well understoodNo adequate documentation
- 6. No structure to process components
- 7. Knowledge held by individualsBusiness Process Mining 息 2009
- 8. Lean Six Sigma Project?Before you start look at Process Mining capabilitiesNeed Process Discovery
- 10. Need Semantic DataBusiness Process Mining 息 2009
- 11. Process DiscoveryBased on Event LogsBusiness Process Mining 息 2009
- 12. Process DiscoveryThe actual processBusiness Process Mining 息 2009
- 13. Process DiscoveryThe planned processBusiness Process Mining 息 2009
- 14. Statistical DataThe process is in controlBusiness Process Mining 息 2009
- 15. Semantic DataHow theorganisation views its human resourcesBusiness Process Mining 息 2009
- 16. Semantic DataHow users actually work together on activitiesBusiness Process Mining 息 2009
- 17. Semantic DataAnalyse performance by individual & teamBusiness Process Mining 息 2009
- 18. Statistical DataAnalyse performance by individual & teamBusiness Process Mining 息 2009
- 19. Semantic DataKnowledge held by IT but not known by the processBusiness Process Mining 息 2009
- 20. Semantic DataAbstractionsallow clarity& simplicityBusiness Process Mining 息 2009
- 21. StatisticalDataAnalyse performance by task abstractionBusiness Process Mining 息 2009
- 22. Look for Sources of WastePerformance Analysis reveals bottlenecks and wait times (individual & global)Compare actual completeversus planned process and look for duplicate pathsLook at process flow andlocation of work & resourcesLook at process flow and social network analysisWaiting
- 23. Overproduction
- 24. Transportation
- 25. Double ProcessingBusiness Process Mining 息 2009
- 26. Look for Sources of WasteReview Role Hierarchy to determine if resources are conveniently located to each otherUse Linear Temporal Logic (LTL) to determine the amount of reworkUse arrival rates and cycle times to minimise work-in-progressUse social network analysis to determine domain expertsMotion
- 27. Rework
- 28. Inventory
- 29. IntellectBusiness Process Mining 息 2009