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Predictive maintenance, quality control, supply chain, industrial sensors, factory automation
828 datasets
This dataset, authored by Xu, Shulin and hosted by Harvard Dataverse, examines the relationship between supply chain networks and economic resilience. It explores the evolution and underlying mechanisms of this relationship, as indicated by its title and tags. Specific details on data volume, structure, and temporal coverage are not provided in the input.
A dataset on Kaggle focusing on port logistics and environmental factors. The title suggests it contains information related to global port operations and their environmental context. Specific details on size, columns, and creation are not provided in the metadata.
Multiple datasets of PCB images standardized into the COCO JSON format for defect detection tasks. It provides annotated images identifying manufacturing flaws across various printed circuit board designs.
125,000 fragrance records categorized across 7,500 brands and 2,900 individual perfumers. The collection includes detailed olfactory profiles mapped to 2,500 distinct scent notes.
Kaggle hosts a relational database of over 100,000 anonymized e-commerce orders. The dataset includes logistics information. The author, organization, and specific data formats are unknown.
500,000 biometric data points simulate the physical demands on Formula 1 drivers. The data appears to combine physiological stress indicators, vehicle vibration measurements, and jet lag simulation. It was sourced from Kaggle, but the author, organization, and specific collection dates are not provided.
Presenting a Data Management and Sharing Plan (DMS Plan) for a research project on Spindle Assembly Checkpoint Silencing. The plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data. The author is Nicholas Brown, and the plan was last updated in February 2026.
Vocational training interaction and performance data likely collected from Industrial Internet of Things (IIoT) simulation environments. The dataset's author, organization, size, and temporal coverage are unknown. It is hosted on the Kaggle platform.
An extensive dataset for machine learning tasks focused on remaining useful life prognosis, a core application of Prognostic Health Management (PHM). The dataset is hosted on Kaggle and is tagged for topics including regression and time series analysis. Specific details on size, origin, and update frequency are not provided in the available metadata.
8,000 cold chain shipments are represented by IoT sensor telemetry data. The dataset includes labels for silent failures, which are operational issues not immediately apparent. It originates from Kaggle and is tagged for classification tasks suitable for beginners.
Multi-node PIoT sensor measurements are available for smart grid fault and anomaly analysis. The dataset likely contains readings from multiple sensor nodes. Its author, organization, and specific temporal coverage are unknown.
A dataset focused on accelerating machine learning for machining process modeling. The description suggests it contains data related to manufacturing operations. The dataset is hosted on Kaggle, but specific details about its size, origin, and structure are unavailable.
MODIS/Terra satellite data provides average 8-day per-pixel land surface temperature and emissivity globally at a 1-kilometer spatial resolution. The dataset was produced by LPCLOUD from NASA's Terra platform observations. Production of this Version 6 data product was discontinued in November 2022.
Vibration signal data enables detection of faults in rotating machines like motors and bearings. The dataset's size and specific fault types are not detailed. Author, organization, and last update date are unknown.
FUZZY FACTORY dataset contains website sessions, pageviews, orders, and refund data for a retail operation. The dataset is hosted on Kaggle and is intended for exploratory data analysis and time series modeling in retail and marketing contexts. Specific details on volume, author, and recency are not provided.
Supply chain and logistics performance data is provided. The dataset's creator and specific volume are not specified. The last update date is unknown.
A dataset focused on supply chain and logistics operations, published on Kaggle. The title suggests it contains dynamic, time-varying data relevant to logistics management. Specific details on volume, origin, and temporal coverage are unavailable from the provided metadata.
High-dimensional time-series data for cybersecurity and attack detection in industrial sensor environments. The dataset contains labeled attack instances for supervised anomaly detection tasks. It is tagged for applications in industrial sensor monitoring and attack detection.
Flipkart Logistics Data is a dataset hosted on Kaggle, explicitly intended for academic purposes. The dataset likely contains operational information related to the e-commerce platform's supply chain and delivery network. Specific details on columns, size, and provenance are not provided in the available metadata.
Tabular data for logistics and demand efficiency in cross-border e-commerce. The dataset is tagged for large-scale analysis, supply chain operations, and demand forecasting.