Mirai Electronics are a leader of smart energy monitoring and management services in Singapore. Mirai Electronics are a systems integrator responsible for the design, installation and management of large commercial solar photovoltaic (PV) stations, supporting Singapore’s ambitious renewable energy target to deploy 2GWp of solar energy by 2030. Mirai Electronics works with government departments, schools and large businesses to deliver innovative solar solutions, and provides ongoing monitoring, maintenance and optimisation of the network.
VROC was approached by Mirai Electronics who required an integrated data historian to gather, aggregate and process data from its growing solar network in Singapore. It was essential that on installation of the solar systems, their existing team could easily configure and connect equipment to the data historian for processing and real-time monitoring.
Mirai Electronics required a data historian that could provide standardized dashboards for them and their customers, along with regular reporting, alerts and alarms. Mirai Electronics was also looking for a system that could guarantee high availability, to reliably support the critical energy network. Lastly it was essential that the data historian was scalable, to support future growth of the solar network in Singapore.
DataHUB+ was selected as Mirai Electronics data historian, streamlining data across thousands of solar stations into the platform. DataHUB+ was installed onto Mirai’s own cloud infrastructure with high availability microservices components. This configuration complies with Singapore's data protection rules. Once set up, Mirai’s team were able to quickly and easily establish communications with DataHUB+ when installing solar systems throughout the country, to store data securely.
Mirai Electronics utilize DataHUB+ for real-time remote monitoring of approximately 5000 solar stations throughout the country. The platform is scalable to the growing number of sites, and custom dashboards provide critical insights for status, power generation and other standardized metrics required by Mirai and their customers. With the platform, Mirai Electronics are able to provide logins for their customers, where they can also monitor their solar performance on easy to understand dashboards.
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The efficient deployment, continuous retraining of models with live data and monitoring of model accuracy falls under the categorisation called MLOps. As businesses have hundreds and even.
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