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Predictive maintenance, quality control, supply chain, industrial sensors, factory automation
1,033 datasets
Continuous meteorological measurements from the Neumayer observatory at station Ny-Ålesund. Data is acquired from a 10-meter mast and co-located Baseline Surface Radiation Network instruments, with a raw measurement interval of approximately 6 seconds. The dataset is quality controlled daily on-site and prior to publication according to BSRN standards by Marion Maturilli of the Alfred Wegener Institute.
DataSheet1_Hierarchical self-assembly of a reflectin-derived peptide contains data on the molecular self-assembly of the protopeptide sequence YMDMSGYQ, a basic unit of reflectin proteins. The dataset includes experimental and theoretical characterizations of supramolecular hydrogels and films triggered by environmental cues, contributed by Ana Margarida Gonçalves Carvalho Dias and last updated in June 2026. It supports an atomistic aggregation model mediated by tyrosine residues and reports on the optical activity of peptide-derived films.
A 38-year-old female Ewing sarcoma survivor developed a rare olfactory groove meningioma just 10 months after cranial radiotherapy. The case report includes detailed clinical presentation, multimodal treatment history, imaging findings, and histopathological confirmation. This single-case document was authored by figshare admin karger and published under a CC-BY-4.0 license on June 1, 2026.
2,000 synthetic instances with 215 explanatory characteristics simulate sensor data for an ABB IRB 1100 industrial robot. The dataset was created by Mohamed Lamine Soudani via a sophisticated simulation model and published on figshare in May 2026. It is designed for detecting and classifying failures, including overheating, misalignment, and gear wear across three severity levels.
China's electric vehicle policy landscape is documented in 7,300 annotated policy documents issued between 2000 and 2023 across national, provincial, and municipal levels. The dataset was created by Peng Gao using rule-based filtering, keyword dictionaries, manual checks, and LLM-assisted coding, with validated high accuracy. It provides metadata and annotations covering policy goals, instruments, EV-specificity, and supply-chain stages.
Contracts valued over $10,000 within the P&SCO Projects, Supply Chain Branch of Queensland Health for the third quarter (January-March) of the 2025-26 financial year. The dataset is a disclosure report published by Queensland Health under a CC-BY-4.0 license. It was last updated on 2026-07-03.
A register of contracts valued over $10,000 within the P&SCO Projects, Supply Chain Branch of Queensland Health. The data covers the first quarter of the 2025-26 financial year, from July to September 2025. It was published by Queensland Health under a CC-BY-4.0 license and last updated on July 3, 2026.
A quarterly register of contracts valued over $10,000 within the Projects and Supply Chain Branch of Queensland Health. The data covers the period from July to September 2025 and was published by Queensland Health under a CC-BY-4.0 license. It provides a disclosure of contractor engagements for that quarter.
A register of contracts valued over $10,000 within the P&SCO Projects, Supply Chain Branch. The data was published by Queensland Health and last updated on July 3, 2026. It covers the fourth quarter of the 2025-26 fiscal year, from April to June 2026.
Queensland Health's Supply Chain Branch maintains a register of contracts valued at over $10,000. The data covers the second quarter of the 2025-26 fiscal year, from October to December 2025. It was last updated on July 3, 2026, by the department's Business Services team.
P&SCO Projects, SCB Contract Disclosure Report 2025-26 Q3 Jan-March26 is a register of contracts valued over $10,000 within the Supply Chain Branch of Queensland Health. The dataset is published by Queensland Health under a CC-BY-4.0 license and was last updated on July 3, 2026.
Queensland Health publishes a register of contracts valued over $10,000 within its Projects and Supply Chain Branch. The data covers the second quarter of the 2025-26 financial year, from October to December 2025. It was last updated on July 3, 2026, and is available under a CC-BY-4.0 license.
21 questions form a validated psychometric instrument for assessing gym service quality across three dimensions: Environment, Management, and Marketing. The instrument was developed through a four-stage study involving question identification, clarity evaluation, reliability analysis, and confirmatory factor analysis. Vinicius Almeida Calesco authored this research, which identified 51 initial criteria before refining them to the final scale.
Two qualitative case studies from the apparel industry in the state of Minas Gerais, Brazil, examine the operationalization of Quick Response (QR) and inventory management strategies. The research was conducted by André Filipe Moraes Golobovante using a direct documentation and case study method. Results compare one company successfully operating under a fast fashion strategy against another that was unsuccessful due to a lack of QR application and inefficient inventory management.
FITS files from a 500x500x500 parsec simulation grid provide post-processed data for skeletonizing and analyzing interstellar clouds. The data includes precomputed pipeline outputs like thresholded density and skeleton structures, along with physical variables such as hydrogen density, carbon monoxide density, and gas temperature. Elijah Mullens of Cornell University created these files to accompany tutorial notebooks for the Cloud Factory analysis pipeline.
An experimental dataset covering combinations of load, speed, and failure severity for spur gearboxes. The data, shared by Antonio Pérez-Torres on figshare, is characterized using condition indicators from vibration signals in time and frequency domains. It was last updated on 2026-05-18 and is licensed under CC-BY-4.0.
An experimental dataset covering combinations of load, speed, and failure severity for spur gearboxes. The data, published by Antonio Pérez-Torres on figshare, is used to validate a dynamic principal component analysis methodology for early failure detection. It contains vibration signals characterized using condition indicators in the time and frequency domains.
A register of contracts valued over $10,000 awarded by the P&SCO Projects, Supply Chain Branch. The data was published by Queensland Health and covers the fourth quarter of the 2025-26 financial year, from April to June 2026. It was last updated on July 1, 2026.
Monthly associated water volumes are reported by coal seam gas and conventional development tenure holders to the Office of Groundwater Impact Assessment (OGIA) every six months. The data, which includes historical records synthesized from submissions to the Department of Resources, undergoes quality control and assurance checks by OGIA before publication. This export is updated every six months and uses the GDA94 datum.
Ontario's mobile phone industry is modeled using a distributionally robust bi-level closed-loop supply chain network. The model achieves a profit of CAD 92.55 million and a 97.16% on-time delivery rate under a 5% capacity fluctuation scenario. It was created by Qianxue Zhang and published on figshare in May 2026.