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Weigh and Dispense (Tulip ) Operator action data
By CPI
This dataset represents the data collected from an electronic batch record (eBR) system at the medicine manufacturing innovation cnetre (MMIC). Collected through Tulip system. -
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.... -
Additive noise sequence
By Ulster University
Simple additive noise sequence drawn from Gaussian distribution. Can be used to add noise to sensor readings. -
Infinitive Furniture Demo
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... -
Tracking your Carbon Emissions from Gas and Electricity
By Energy Systems Catapult
Have you already implemented energy efficiency measures and are keen to understand what impact these have had on your carbon emissions, energy consumption and energy cost? Find... -
Manufacturing SME Emissions Estimation Tool
By Energy Systems Catapult
This easy-to-use Excel tool is designed to aid the calculation of scope 1 and 2 emissions for small and medium size enterprises (SMEs). Please note that it does not calculate... -
Energy Insights - User Guides
By Energy Systems Catapult
Guidance documentation for users of the Energy Insights products. -
Data Analytics Playbook: Solution Package
By Smart Manufacturing Data Hub
Playbook for Manufacturers - Why and How to Use Data Analytics -
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... -
SMDH Energy Playbook: Pilot Group
By Smart Manufacturing Data Hub
An introductory guide to collecting and understanding energy data -
DareUK's federated TRE architecture
By DavesLittleSME
Federated Architecture Blueprint for the UK, from DARE-UK -
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,... -
Introducing the Energy Benchmarking Solution
By Energy Systems Catapult
The Smart Manufacturing Data Hub project is all about unlocking the value of shared data: energy benchmarking is a perfect example illustrating this. Many SMEs who have... -
Google data on 'machine learning' searches
By D2N2 Local Enterprise Partnership
Google data on 'machine learning' searched in a manufacturing context in the past 5 years