by Thom Badings

PrimaVera Project

No more train delays, power outages, or failure of production machines? The PrimaVera project, funded by the Dutch National Research Agenda (NWA), represents a major step towards this goal. With predictive maintenance, or just-in-time maintenance (maintenance just before a system breaks down), the reliability of infrastructure and production resources can be increased and the costs of maintenance can be reduced.

Existing predictive maintenance techniques only work for small-scale systems and are difficult to scale up. Choices made in one place in the chain have an important influence on other processes in the chain. The choice of a certain type of sensors and measurements influences the type of predictions that can be made, and therefore also the quality of the predictions. That is why cross-level optimization methods are being developed within PrimaVera.

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2021

Thom S. Badings; Arnd Hartmanns; Nils Jansen; Marnix Suilen: Balancing Wind and Batteries: Towards Predictive Verification of Smart Grids. In: 13th NASA Formal Methods Symposium, 2021. (Type: Proceedings Article | Links | BibTeX)
Thiago D. Simão; Nils Jansen; Matthijs T. J. Spaan: AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training. In: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), pp. 1226-1235, IFAAMAS, 2021. (Type: Proceedings Article | Links | BibTeX)
Murat Cubuktepe; Nils Jansen; Sebastian Junges; Ahmadreza Marandi; Marnix Suilen; Ufuk Topcu: Robust Finite-State Controllers for Uncertain POMDPs. In: 35th AAAI Conference on Artificial Intelligence, 2021. (Type: Proceedings Article | BibTeX)

2020

Bram Ton; Rob Basten; John Bolte; Jan Braaksma; Alessandro Di Bucchianico; Philippe Calseyde; Frank Grooteman; Tom Heskes; Nils Jansen; Wouter Teeuw; Tiedo Tinga; Mariëlle Stoelinga: PrimaVera: Synergising Predictive Maintenance. In: Applied Sciences, vol. 10, no. 23, 2020, ISSN: 2076-3417. (Type: Journal Article | Abstract | Links | BibTeX)
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