Current projects
Project Acronym: | IMPROVE |
Project Full Title: | Innovative Modeling Approaches for Production Systems to Raise Validatable Efficiency |
Project Duration | 36 months (01.09.2015 - 31.08.2018) |
Requested EU-Contribution |
4,148,554.00 € |
The rise of the system complexity, the rapid changing of consumers demand require the European industry to produce
more customized products with a better use of resources.The main objective of IMPROVE is to create a virtual
Factory of the Future, which provides services for user support, especially on optimization and monitoring. By
monitoring anomalous behaviour will be detected before it leads to a breakdown. Thereby, anomalous behaviour
is detected automatically by comparing sensor observation with an automatically generated model, learned out of
observations. Learned models will be complemented with expert knowledge because models cannot learn completely.
This will ensure and establish a cheap and accurate model creation instead of manual modelling. Optimization will
be performed and results will be verified through simulations. Therefore, the operator has a broad decision basis as
well as a suggestion of a DSS (Decision Support System), which will improve the manufacturing system. Operator
interaction will be done by a new developed HMI (Human Machine Interface) providing the huge amount of data in
a reliable manner. To reach this aim, every step of the research process is covered by a minimum of two experienced
consortium partners, who conclude the results of the project using four demonstrators. The basis for IMPROVE are
industrial use-cases, which are transferable to various industrial sectors. Main challenges are reducing ramp-up phases,
optimizing production plants to increase the cost-efficiency, reducing time to production with condition monitoring
techniques and optimise supply chains including holistic data. Consequently, the resource consumption, especially the
energy consumption in manufacturing activities, can be reduced. The optimized plants and supply chains enhance the
productivity of the manufacturing during different phases of production. Furthermore, the industrial competitiveness
and sustainability in EU will be strengthened.