Real-time reporting and monitoring system of renewable energy components
Renewable energy giant(Fortune 500) company wanted to develop a real-time monitoring, reporting data analytics solution for their client organizations.
The principle goal of the system is to have data analytics on top of the data from all renewable energy components as well as different plant for measuring gaseous emission in near real-time manner.
Collecting the data from various renewable components like smart grids, wind farms and organization plants.
Transforming the information into a unified format for data analytics and monitoring.
Indexing the transformed information so that it can be useful historical data analytics, accurate decision making and performance improvement.
Provide alerting and notification on device failure or standard rule violation.
There are numerous challenges in implementation of this type of systems, few challenges are,
Collection and aggregation of data from different systems in various formats.
Transforming the data into unified and meaningful information.
Indexing of massive amount of time series data, providing near real-time view for data analytics and monitoring.
We implemented the system in various phases, as there are various renewable devices in the system which we need to understand.
The implementation also included the domain knowledge transfer from different departments to our developers for delivering a reliable system.
Our development team also learnt various gaseous emission terminologies and threshold values as per country/state standards.
The field reporter solution also includes numerous dashboards for data analytics, monitoring, reporting as well as failure reporting and notification.
The system delivered various benefits to client organization which includes efficient monitoring, efficient measurements, gaseous emission control and device failure anticipation/notification.
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