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Title
Viessmann builds an energy-efficient world with predictive maintenance on Databricks
…emo Login Contact Us Try Databricks Customer Stories / Viessmann CUSTOMER STORY Building an energy-efficient world Up to 50% Fewer mandatory onsite visits, increasing overall productivity of par…
Description
Viessmann, a family-owned provider of sustainable climate and renewable energy solutions, used the Databricks Data + AI Platform to process over 2.5TB of daily IoT machine data from its connected heating, ventilation, and solar devices, training ML models to detect anomalies like water pressure drops and forecast energy consumption and component lifetime for its remote service offering.
…orld’s leading providers of sustainable climate and renewable energy solutions. A family business, Viessmann is developing smart climate solutions for heating, cooling, ventilation and more for both residential and business customers around the world. In particular, its focus is on creating sustainable solutions that ensure energ…
…s — from ventilation and heating systems to photovoltaics and battery storage — generating over 2.5TB of machine data each day, the company needed an answer to its scalability challenges brought on by legac…
Company
Viessmann
…ars — the importance of data to enable smarter operations cannot be overstated. Viessmann is at the forefront of this shift and is one of the world’s leading providers of sustainable climate and renewable energy solutions. A family business, Viessmann is developing smart climate solutions for heating,…
Industry
Manufacturing
…mpany," added Pausch. "Databricks makes that possible." Share this post Details Industry : Manufacturing Use Case : Data Science Cloud : Azure Product : Delta Lake Ready to get started…
Problem
Viessmann's previous data infrastructure created data silos, was costly to scale and had stability issues that impacted its ability to deliver ML-driven insights to those who needed them most — its customers.
…ve on their energy costs, but also ensure their highest degree of satisfaction. Viessmann's previous data infrastructure created data silos, was costly to scale and had stability issues that impacted its ability to deliver ML-driven insights to those who needed them most — its customers. Additionally, this legacy system hindered the ability of the data science, data…
Solution
With the Databricks Data + AI Platform, Viessmann is able to leverage IoT-enabled devices and monitoring apps to perform predictive maintenance and remote service sessions to help homes operate more efficiently and to reduce the number of onsite visits.
…n by legacy systems that were costly to manage and highly inefficient at scale. With the Databricks Data + AI Platform, Viessmann is able to leverage IoT-enabled devices and monitoring apps to perform predictive maintenance and remote service sessions to help homes operate more efficiently and to reduce the number of onsite visits — helping both Viessmann and its customers decrease their carbon footprint. Dat…
Business value
Through data-driven innovations like remote service powered by Databricks, Viessmann has reduced the number of mandatory onsite visits by up to 50%, which increased overall productivity for its partners and technical teams.
…ion. Through data-driven innovations like remote service powered by Databricks, they have reduced the number of mandatory onsite visits by up to 50%, which increased overall productivity for its partners and technical teams. Instead of making costly and inefficient annual visits, installers can now get…
AI capabilities
Predictive Analytics
…d warn customers when pressure drops. Not only that, but they were also able to train algorithms to forecast energy consumption and the remaining lifetime of its components, enabling the company to give customers practical recommendations at the right…
Technology
Delta Lake, Power BI
…his post Details Industry : Manufacturing Use Case : Data Science Cloud : Azure Product : Delta Lake Ready to get started? Try Databricks for free Learn more about our product Talk…
…sy for the data engineering team to take it over and turn it into reality." And with dashboards via Power BI, Viessmann is able to democratize its data across various teams within the comp…
Deployment model
cloud
…ible." Share this post Details Industry : Manufacturing Use Case : Data Science Cloud : Azure Product : Delta Lake Ready to get started? Try Databricks for free Learn more a…
Deployment options
cloud
…ible." Share this post Details Industry : Manufacturing Use Case : Data Science Cloud : Azure Product : Delta Lake Ready to get started? Try Databricks for free Learn more a…
Headline outcome
…ion. Through data-driven innovations like remote service powered by Databricks, they have reduced the number of mandatory onsite visits by up to 50%, which increased overall productivity for its partners and technical teams. Instead of making costly and inefficient annual visits, installers can now get…
Use case type
Predictive operations
…Platform, Viessmann is able to leverage IoT-enabled devices and monitoring apps to perform predictive maintenance and remote service sessions to help homes operate more efficiently and to reduce the number of onsite visit…
