
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.
Latest publications
- R. B. Ragnar Eggertsson and G. van Houtum, “Maintenance optimization for capital goods when information is incomplete and environment-dependent,” Iise transactions, pp. 1-16, 2023. doi:10.1080/24725854.2023.2257245
[BibTeX] [Download PDF]@article{doi:10.1080/24725854.2023.2257245, author = {Ragnar Eggertsson, Rob Basten and Geert-Jan van Houtum}, title = {Maintenance optimization for capital goods when information is incomplete and environment-dependent}, journal = {IISE Transactions}, volume = {0}, number = {0}, pages = {1-16}, year = {2023}, publisher = {Taylor & Francis}, doi = {10.1080/24725854.2023.2257245}, URL = {https://doi.org/10.1080/24725854.2023.2257245}, eprint = {https://doi.org/10.1080/24725854.2023.2257245} }
- R. Soltani, M. Volk, L. Diamonte, M. L. -, and M. Stoelinga, “Optimal spare management via statistical model checking: A case study in research reactors,” in FMICS, 2023, p. 205–223.
[BibTeX]@inproceedings{DBLP:conf/fmics/SoltaniVDLS23, author = {Reza Soltani and Matthias Volk and Leonardo Diamonte and Milan Lopuha{\"{a}}{-}Zwakenberg and Mari{\"{e}}lle Stoelinga}, title = {Optimal Spare Management via Statistical Model Checking: {A} Case Study in Research Reactors}, booktitle = {{FMICS}}, series = {Lecture Notes in Computer Science}, volume = {14290}, pages = {205--223}, publisher = {Springer}, year = {2023} }
- N. R. Marinho, R. Loendersloot, T. Tinga, F. Grooteman, and J. W. Wiegman, “A comparison of optical sensing systems with piezo-electric sensors for impact identification of composite plates,” in 14th international workshop on structural health monitoring, iwshm 2023, 2023, p. 1127–1133.
[BibTeX]@inproceedings{marinho2023comparison, title={A Comparison of Optical Sensing Systems with Piezo-Electric Sensors for Impact Identification of Composite Plates}, author={Marinho, Nat{\'a}lia Ribeiro and Loendersloot, Richard and Tinga, Tiedo and Grooteman, Frank and Wiegman, Jan Willem}, booktitle={14th International Workshop on Structural Health Monitoring, IWSHM 2023}, pages={1127--1133}, year={2023}, organization={DEStech Publications, Inc} }
- Z. Kang, A. Marandi, R. J. I. Basten, and T. De Kok, “Robust spare parts inventory management,” Management science (submitted), vol. 15, 2023.
[BibTeX] [Download PDF]@article{Kang2023RobustManagement, title = "Robust Spare Parts Inventory Management", author = {Kang, Zhao and Marandi, Ahmadreza and Basten, Rob J.I. and De Kok, Ton}, year = "2023", month = aug, day = "27", url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4553430}, volume = "15", journal = "Management Science (submitted)" }
- M. Volk, M. I. Irshad, J. Katoen, F. Sher, M. Stoelinga, and A. Zafar, “Safest: the static and dynamic fault tree analysis tool,” in Esrel, 2023, p. 193–200. doi:10.3850/978-981-18-8071-1_P407-cd
[BibTeX] [Download PDF]@inproceedings{ESREL_SAFEST, author = {Matthias Volk and Muzammil Ibne Irshad and Joost-Pieter Katoen and Falak Sher and Mari{\"{e}}lle Stoelinga and Ahmad Zafar}, title = {SAFEST: the static and dynamic fault tree analysis tool}, booktitle = {ESREL}, pages = {193--200}, publisher = {Research Publishing}, year = {2023}, doi = {10.3850/978-981-18-8071-1_P407-cd}, url = {https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Frpsonline.com.sg%2Fproceedings%2Fesrel2023%2Fpdf%2FP407.pdf&data=05%7C01%7Cthom.badings%40ru.nl%7Ca990329295674cee5f5d08dbaf7827ca%7C084578d9400d4a5aa7c7e76ca47af400%7C1%7C0%7C638296704861847798%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=k10g3PYGpeP4WuH6RDn7YMsiqhlk5B1FHiDTxEFBNn4%3D&reserved=0}, }