Production Planning Digitalization Using Open-Source Big Data Technologies
This paper focuses on issues of processing production plans data using Open-Source Big Data technologies, including issues of data collection, preparation, storing, transforming and analysing and technology benchmarking. The digital framework for production plan files processing is described, prototyped and tested using different parameters of data volume and memory for production planning. Functional and component architecture of the framework consists of digital services starting from loading data from hundreds of production plan files, through processing and transforming these files into json objects and inserting SQL into in-memory database, to analysing them using KPI-based methods. Proposed system allows near real-time production planning which gives opportunity for decision makers to monitor production plans in real time and take appropriate actions. Proposed digital production planning framework is tested using production plans data from real automotive industry company.