Virtual Engineering

Integrated Process Planning and Scheduling for Service-based Production with Deep Reinforcement Learning

Current industrial production scheduling approaches assume that process planning is performed before scheduling and that process plans are fully or at least partially available before scheduling starts. However, this is not the case in service-based production [5]. Service-based production provides…

Utilizing the Asset Administration Shell to Make the Process Industry Changeable

The process industry is characterized by closed systems that cannot be inferred easily from the outside, enormous process durations, and long ramp-up and ramp-down times. As a result, changes to process plants are even more costly than in discrete manufacturing….

Integrating Digital Twins with MATLAB/Simulink by using BaSyx

Integrating Digital Twins with an existing modeling and simulation workflow is a complex task. With our custom MATLAB/Simulink library, our experts from Fraunhofer IESE make it possible to take advantage of the capabilities of BaSyx within any MATLAB/Simulink model, improving…

Measuring the Performance Efficiency of Eclipse BaSyx

Industrie 4.0 (I4.0) is about end-to-end digitalization between IT (information technology) and OT (operation technology), i.e., the shopfloor. For example, the production of small lot sizes requires the ability to efficiently change production. Modern approaches, such as service-oriented manufacturing and…

Device-Integration mit BaSyx

Device-Integration mit Verwaltungsschalen und Eclipse BaSyx einfach machen

Digitale Zwillinge sind eine Schlüsseltechnologie zur Zielerreichung von Industrie 4.0. Sie dienen als vereinheitlichte virtuelle Repräsentation von Assets wie Geräten, Produkten oder Sensoren und deren Eigenschaften. Die Nutzung von Konzepten wie der Verwaltungsschale (kurz: VWS) ermöglicht die Schaffung einer standardisierten…

Virtual Continuous Testing – New Horizons for Modern Software-based Systems Development

Over the course of time, the indispensability of information and communications technology as an integral part of modern software-based systems has also given rise to the demand for more sophisticated development approaches. Among those, the established V-Model and its novel…