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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 -
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. -
Additive noise sequence
By Ulster University
Simple additive noise sequence drawn from Gaussian distribution. Can be used to add noise to sensor readings. -
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 -
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. -
Energy Insights - User Guides
By Energy Systems Catapult
Guidance documentation for users of the Energy Insights products. -
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,... -
Phantom Load dashboard walk through
By Energy Systems Catapult
Guided video tour of the Phantom Load dashboard available for manufacturing SMEs with half-hourly energy data. -
Testbed Lexicon
By Ulster University
Description of terminology commonly used within Virtual Manufacturing Testbeds. -
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... -
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 -
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.... -
Energy Analytics Webinar
By Energy Systems Catapult
These slides were presented at the Energy Analytics Webinar held by Energy Systems Catapult on February 7, 2023. They provide an overview of what SMEs might gain from analysing... -
SMDH Energy Playbook: Pilot Group
By Smart Manufacturing Data Hub
An introductory guide to collecting and understanding energy data -
Emission estimating MVP
By Smart Manufacturing Data Hub
A tool which is designed to aid the calculation of scope 1 and 2 emissions for small and SMEs. This tool does not calculate scope 3 emissions. -
Phantom Load dashboard: example insights
By Energy Systems Catapult
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