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  • Minute level IoT Sensor Data Popularno

    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...
  • Device Registration API Guide Popularno

    By SMDH

    This is intended for use by device installers and SMEs to register their IoT devices onto the MDEP platform for streaming data.
  • Industrial Energy Consumption Dataset Popularno

    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...
  • SMDH SSO Organisation Admin Guide Popularno

    By SMDH

    This Guide will show how an SMDH org-admin can Add, Remove or Modify users in their SMDH SSO Organisation
  • How digital twins can enhance climate resilience Popularno

    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 Insights - User Guides Popularno

    By Energy Systems Catapult

    Guidance documentation for users of the Energy Insights products.
  • Energy Data Template Popularno

    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.
  • Tracking your Carbon Emissions from Gas and Electricity Popularno

    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...
  • Infinitive Building Panels Popularno

    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....
  • Manufacturing Operations Dataset Popularno

    By Ulster University

    Manufacturing Operations Dataset Documentation Overview This package contains anonymised manufacturing operations datasets extracted from an MES (Manufacturing Execution...
  • SMDH Data API User Guide Popularno

    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...
  • Infinitive Furniture Demo Popularno

    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...
  • SMDH Energy Playbook: Pilot Group Popularno

    By Smart Manufacturing Data Hub

    An introductory guide to collecting and understanding energy data
  • Order and Nesting Data from Infinitive Platform - SmarterYield Popularno

    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 Energy Analytics Popularno

    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,...
  • Ways to share data with SMDH Popularno

    By SMDH

    How to share data with SMDH ?
  • Data Analytics Playbook: Solution Package Popularno

    By Smart Manufacturing Data Hub

    Playbook for Manufacturers - Why and How to Use Data Analytics
  • Predictive Maintenance Popularno

    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
  • Energy Analytics Playbook Popularno

    By Energy Systems Catapult

    This document provides ideas about what SMEs could achieve from analysing their energy data.
  • How to upload and share data with the SMDH Data Science Team Popularno

    By Energy Systems Catapult

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