What’s Next?
- An email and phone call from one of our representatives.
- A time & cost estimation.
- A follow up conversation for your feedback and questions.
A popular and well-known manufacturing division in a large conglomerate, builds and maintains large heating and cooling system for buildings, throughout the United States and many foreign countries. the customer was interested in a Power BI energy dashboard.
Customer needed a proactive method to determine when peak power consumption occurs on its HVAC systems based upon many factors including fault prediction. Customer wanted to determine peak power consumption in advance so that scale back can occur to reduce building operating costs. It also wanted to predict faults to allow for optimal scheduling of maintenance personal for off-peak corrective actions. Customer reached out to VNB advance analytics team to give a predictive Power BI energy dashboard solution that is scalable, flexible and secure.
VNB advance analytics team proposed an analytics solution on Azure platform leveraging Azure Event Hub, Azure Data Factory, Azure Data Lake, Azure Machine Learning and Power BI. Using sensor and location data provided by the Customer VNB data scientist team created and trained models leveraging Azure Machine learning Studio. Following are the important activities performed during the project: Followed Data Science Process Lifecycle (TDSP) for this implementation Gathered unstructured data using Azure Event Hubs and structured Data Azure Data Factory. Created an Azure Data Lake Store within the subscription for unstructured and structured data. Created an Azure Machine Learning Server within the subscription to train, perform all experiments. Created R scripts to be run within the models. Wrangled and normalized the input sensor data within the experiment, adding weather data specific to the site locations and other types of inputs to optimize the solution Leveraged PowerBI data visualizations to output the results of the predictive models
VNB assisted a womans healthcare provider build data warehouse for Meditech EMR data and creates visualizations using PowerBI to improve patient care
VIEW DETAILSVNB developed a Power BI solution for a Security & Surveillance company to ease the monitoring of security events such as Alarms, Patrols etc. and helped them to smoothen the report sharing process with their customers (200+).
VIEW DETAILS