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research-article
October 2023
Fleet Profile: Using visual analytics to prospect logistic solutions in industrial vehicles fleet
Computers in Industry (CIIN), Volume 151, Issue Chttps://doi.org/10.1016/j.compind.2023.103971
Abstract
Fleet planning and management activities are essential to establish the quantity and type of vehicles needed to pursue production plans and reduce costs. In steel companies, logistic analysts are responsible for these fleet activities. However, ...
Highlights

Visual analytics approach to support solutions for industrial vehicle fleets.
Methodology based on contemporary visual analytics and design science research.
Measurement model to assess the current fleet’s availability.
...
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research-article
September 2022
A context-aware unsupervised predictive maintenance solution for fleet management
- Apostolos Giannoulidis,
- Anastasios Gounaris
Journal of Intelligent Information Systems (JIIS), Volume 60, Issue 2Pages 521–547https://doi.org/10.1007/s10844-022-00744-2
Abstract
We deal with the problem of predictive maintenance (PdM) in a vehicle fleet management setting following an unsupervised streaming anomaly detection approach. We investigate a variety of unsupervised methods for anomaly detection, such as ...
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