IntelliView - Sensorless XAI for Grid Fault Prediction System
Sensorless XAI for Grid Fault Prediction is a solution developed to enhance the reliability and efficiency of power grids by predicting and preventing faults. The system employs explainable artificial intelligence (XAI) to monitor substations and bays, highlighting critical areas to mitigate risks associated with faults and power outages. By analyzing historical data and forecasting based on detected anomalies, it provides early warnings, allowing preventive measures to be taken. This proactive approach not only enhances grid stability but also reduces operational costs and unplanned downtime. The intuitive dashboard presents vital insights, such as energy savings and revenue growth, and offers an interactive grid layout to facilitate monitoring. The system supports the integration of renewable energy sources and optimizes operational efficiency, ensuring self-financing through long-term cost savings.
The dashboard gives you an overview of all your substations and bays. By automatic ranking of the most critical locations, highlights the most critical areas, allowing you to mitigate the risk of a fault or entire power outage.
The interface is designed to be intuitive, ensuring easy navigation and leveraging explainable artificial intelligence for seamless management. Showing energy savings, revenue gains, recent faults & disturbances.
The dashboard gives you an overview of all substations and bays. It highlights the most critical areas, allowing you to mitigate the risk of a fault or entire power outage.
- Explaining the type of predicted fault
- Surveilling the probability of a fault happening in various periods of time
- Providing the root cause of the issue, where and when.
Increased up time and reliability
Minimizing downtime is our strength. IntelliView ensures your company's systems remain operational and efficient.
Higher revenues, lower costs
Optimizing and increasing reliability of your operations. Driving growth and revenues for your business by a number of factors.
Self-financing investment
The cost savings from the XAI fault prediction and ability for proactive maintenance, will
supersede the costs long term.
Tailored Data Security Solutions
We customize IT security solutions for the data that meet your company's specific security needs.
Value driving factors
- Extended asset and component lifespan
- Increased grid stability
- Reduced O&M costs
- Reduced number of outages
- Reduced outage time
- Eased implementation of renewable energy sources
Analyze with XAI
Accessing fine-tuned AI-powered analytics and forecasts tailored for and trained specifically on your power grids. View historical data and trends intuitively.
Understand What, When & Why
The Explainable AI presents the underlying features in the data that provide the forecast. Showing you all stations and highlighting the most critical, to allow prevention of a fault.
Prevent Fault
Take proactive actions to minimize the severity or prevent the future faults all together. Knowing when, where & what, allows your company to actively asses critical components or areas.
Maximize efficiency, anticipate issues, and boost savings with this all-inclusive functionality and track:
- Energy savings, technical losses in kWh and their percentage fluctuations
- Growth in revenue from saved kWh and its percentage change.
- Recent faults and its percentage change
- Predicted faults for the upcoming week
Interactive layout of the grid with measurement points:
- Effortlessly maneuver the map
- Click on stations to reveal specific details and a clear representation of each grid site.
- Overview upcoming events by observing the colors of the substations: Red (high risk of fault) to Green (low risk).
Highlights most critical locations for effortless monitoring, listing insights of recent faults, including:
- Cause and Severity
- Location details
- Time