Performance, cost, and risk
What are the performance, cost, and risk impacts of implementing this product?
- Performance: The product is able to combine readily-available failure models with the specific scenario of an analyzed component, leading to better prediction capabilities than generic models and less development than models made from scratch.
- Cost: The product involves certain data collection capabilities which, if not available, need to be invested in.
- Risk: No evident risks are presented.
Implementation requirements
What capabilities would a business/organization/institution need to have to implement this product?
- Processes: The product provides guidance in setting data requirements for several PdM approaches, accelerating the implementation process of PdM.
- Resources: Experienced maintenance or reliability engineers to apply tool, time-series data from multiple sources.
- Competences: Ability to distinguish PdM approaches (and select best fitting) and translate these into data criteria (using the tool).
- Technologies: Technical infrastructure (sensors, networks, etc) to collect the required data for the model.
Related works
- Silveira et al. (2021). Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps.
Contact information
For further inquiries regarding this product, feel free to get in touch with:
- Richard Loendersloot, University of Twente. r [dot] loendersloot [at] utwente [dot] nl
- Tiedo Tinga, University of Twente. t [dot] tinga [at] utwente [dot] nl
