3/24/2023 0 Comments Six sigma success story![]() ![]() The most popular process mining platforms. Process Mining, by analysing the data, makes it possible to systematically identify the real functioning of the process, highlighting for each individual instance the main flow, any deviations from a predefined standard flow, any recycling and the execution times for each individual activity.Īdditional information, such as the resource (e.g., person or device) performing the activity, or the cost incurred to execute a single instance of the activity, can be used to enrich the event log and thus extend the Mining & Analysis capability. An event refers to an activity (a defined step in a process) that took place at a particular time and is related to a particular instance (process instance). An information system monitors real-world business processes and records events that are stored in event logs. The starting point is therefore the event log. ![]() In practice, it operates between computational intelligence and data mining on the one hand, and process modelling and analysis on the other, as an enabling technology for process-oriented quality management methods and frameworks. Process mining is a discipline that offers a range of techniques for gaining insights based on recorded events and for conducting further analyses to support process improvements. In particular, the logs provide data on the operational steps performed. Process mining, thanks to the evolution and availability of AI-based process discovery capabilities, is an ideal candidate for systematically supporting Six Sigma-based process improvement initiatives, as it incorporates a range of techniques that enable an organisation to gain insight into its processes.Ĭomputer systems and devices record and store large amounts of data. However, the current challenges companies face, such as increasing process and supply chain complexity and high volumes of unstructured data, make adopting traditional Six Sigma tools problematic. Six Sigma uses a number of quality principles and techniques to minimise the number of defects in a process and, consequently, the causes of variability in processes. ![]() The positive benefits of quality management have convinced many companies to implement quality management systems. One of the quality management frameworks that has seen a significant increase in use in recent decades is Six Sigma. ![]()
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |