Updated: Oct 13
Great news! We've enhanced our neural networks to better predict event relevance, introduced new API endpoints for PDF storage and metric predictions, started refining our notification system to case-based alerts, and are expanding our team to continue elevating your turbine monitoring experience.
Event Notifications Revamped: Introduction of Case-Based Alerts
We have kick-started the Case Notification Project. In a strategic shift to improve your experience, we are modifying our event notification system to now focus on case-based alerts. Previously, individual events would each trigger a separate notification, which could lead to an overwhelming influx of alarms. By consolidating multiple events into cases, you will receive fewer but more meaningful notifications. Events grouped into cases will provide a broader context, making it easier to understand the significance and take appropriate action.
Neural Network improvements: relevance predictions
We now train our ml-relevance neural networks (NN) using an event's length as a feature for predicting the event relevance. Longer events tend to be more relevant and we now take this into account. This has improved the accuracy of the relevance predictions output by the NNs. The predicted relevance allows you to prioritise the events you see so that maintenance schedules and overall turbine efficiency can be optimised.
API: PDF-Storage Endpoints
We've introduced new API endpoints for PDF storage and management. These endpoints facilitate the secure upload and storage of PDF files directly into our database architecture. Simultaneously, we're developing methods to systematically extract textual information from these stored PDFs so that you can spend your time analysing data, not looking for it.
API: Predictions Endpoint
Events are the backbone of Turbit's monitoring system. An event is generated whenever there is a significant mismatch between the actual and simulated values of key metrics. Our API now includes a predictions endpoint which allows access to these actual and simulated values .
We are hiring more talent
As your expectations of our product grow, so does our commitment to meet and exceed them. In a focused effort to continue delivering value, we're currently expanding our team. Our goal is to ensure that as your needs evolve, so do we.
This is it for now. We are confident these updates will bring significant benefits to your turbine monitoring experience. We're here to support you and are eager to hear your feedback.
Here’s to safer and more efficient turbine operations!