SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance 2024-34-2 https://doi.org/10.5878/jvb5-d390 Swedish National Data Service Svensk nationell datatjänst Landing page SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance 2024-34-2 https://doi.org/10.5878/jvb5-d390 10.1038/s41597-025-04802-6 Lindgren, Tony Lindgren, Tony Steinert, Olof Steinert, Olof Andersson Reyna, Oskar Andersson Reyna, Oskar Kharazian, Zahra Kharazian, Zahra Magnússon, Sindri Magnússon, Sindri Swedish National Data Service Svensk nationell datatjänst Landing page survival analysis överlevnadsanalys classifications klassifikationer data processing databehandling regression analysis regressionsanalys time series tidsserier This data is a real-world, multivariate time series dataset collected from an anonymized engine component (called Component X) of a fleet of trucks from SCANIA, Sweden. This dataset includes diverse variables capturing detailed operational data, repair records, and specifications of trucks while maintaining confidentiality by anonymization. It is well-suited for a range of machine learning applications, such as classification, regression, survival analysis, and anomaly detection, particularly when applied to predictive maintenance scenarios. The large population size and variety of features in the format of histograms and numerical counters, along with the inclusion of temporal information, make this real-world dataset unique in the field. The objective of releasing this dataset is to give a broad range of researchers the possibility of working with real-world data from a well-known international company and introduce a standard benchmark to the predictive maintenance field, fostering reproducible research. Datasetet innehåller data från en multivariat tidsserie-studie av en avidentifierad motorkomponent (Component X) i olika lastbilar från Scania AB. Se den engelskspråkiga katalogposten för utförlig information. Numeric Physical measurements and testsPhysical measurements and tests Fysiska mätningar och testerFysiska mätningar och tester Access to data through SND. Data are freely accessible. Åtkomst till data via SND. Data är fritt tillgängliga. openAccess Kharazian, Zahra, Tony Lindgren, Sindri Magnússon, Olof Steinert, and Oskar Andersson Reyna. "Scania component x dataset: A real-world multivariate time series dataset for predictive maintenance." Scientific Data 12, no. 1 (2025): 493. Kharazian, Zahra, Tony Lindgren, Sindri Magnússon, Olof Steinert, and Oskar Andersson Reyna. "Scania component x dataset: A real-world multivariate time series dataset for predictive maintenance." Scientific Data 12, no. 1 (2025): 493. 10.1038/s41597-025-04802-6 2025