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Minute level IoT Sensor Data
By Ulster University
This dataset contains anonymized minute-level IoT sensor data collected from industrial devices across three companies over a three-month period: (1) November 2024, (2) December... -
Industrial Energy Consumption Dataset
By Ulster University
This dataset contains hourly Energy consumption measurements for multiple industrial meters across different machines/processes from a single manufacturer. It is intended for... -
How digital twins can enhance climate resilience
By STFC - Hartree Centre
As we look to the future of climate change, infrastructure planning improvements are essential to minimise disruption to vital public services during periods of extreme weather.... -
Device Registration API Guide
By SMDH
This is intended for use by device installers and SMEs to register their IoT devices onto the MDEP platform for streaming data. -
Energy Insights - User Guides
By Energy Systems Catapult
Guidance documentation for users of the Energy Insights products. -
Infinitive Building Panels
By CAE Tech Limited
This dataset originates from the SMDH SmarterYield project and contains example data generated from panelised building design CAD files processed using the Infinitive platform.... -
Energy Data Template
By Energy Systems Catapult
Use this template to share energy data from your business with us. Using this data we can produce energy data insights specific to your business. -
Manufacturing Operations Dataset
By Ulster University
Manufacturing Operations Dataset Documentation Overview This package contains anonymised manufacturing operations datasets extracted from an MES (Manufacturing Execution... -
Order and Nesting Data from Infinitive Platform - SmarterYield
By CAE Tech Limited
This dataset originates from the SMDH SmarterYield project and contains example data generated from fitted furniture CAD files processed using the Infinitive platform when a... -
Manufacturing Assets Production Dataset
By Ulster University
** Overview This dataset contains shift-level production and operational measurements for multiple assets across a company. It is intended for use in: • Production analytics •... -
SMDH SSO Organisation Admin Guide
By SMDH
This Guide will show how an SMDH org-admin can Add, Remove or Modify users in their SMDH SSO Organisation -
Predictive Maintenance
By The Data Lab
This synthetic dataset is modeled after an existing milling machine and consists of 10 000 data points from a stored as rows with 14 features in columns -
Manufacturing Energy Analytics
By Smart Manufacturing Data Hub
SMDH analytics solution that provides comprehensive energy analysis for manufacturing workplaces, enabling them to gain insights into their energy usage, identify any wastage,... -
SMDH Energy Playbook: Pilot Group
By Smart Manufacturing Data Hub
An introductory guide to collecting and understanding energy data -
Data Analytics Playbook: Solution Package
By Smart Manufacturing Data Hub
Playbook for Manufacturers - Why and How to Use Data Analytics -
Accelerating materials discovery
By STFC - Hartree Centre
Computational materials discovery involves searching vast material spaces for potential candidates that have the optimal combination of suitable properties for target... -
Pre-requisites for uploading data to SMDH
By SMDH
This PDF will show you all the actions you need to take before you can upload data to MDEP -
SMDH Data API User Guide
By SMDH
The SMDH data API user guide is intended for organisations and individuals who want to upload their batch data into SMDH data lake using an API instead of the UI e.g. for... -
DareUK's federated TRE architecture
By DavesLittleSME
Federated Architecture Blueprint for the UK, from DARE-UK
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