Anticipate Failures, Reduce Downtime, and Maximize Equipment Life with Data-Driven Intelligence
At SB Automation Engineering SRL, we harness the power of AI analytics and industrial data to enable truly proactive and efficient maintenance strategies. Our predictive maintenance solutions are designed to monitor real-time performance indicators across your automation infrastructure—identifying early signs of degradation, forecasting equipment failures, and recommending optimal maintenance windows before breakdowns occur.
By combining machine learning models, smart sensor networks, PLC integration, and SCADA data streams, we help clients transition from reactive maintenance to predictive workflows, boosting asset reliability and operational uptime.
We combine deep knowledge of industrial automation, control logic, SCADA design, sensor technology, and AI integration to build predictive maintenance systems that are both technically sophisticated and operationally practical. Our end-to-end support covers everything from data acquisition setup to algorithm training and dashboard deployment.
What Our Predictive Maintenance Systems Offer
- Real-Time Condition Monitoring – Collect and analyze continuous data from motors, drives, pumps, bearings, valves, and other critical assets via vibration, temperature, current, and noise sensors
- AI-Based Anomaly Detection – Advanced algorithms detect patterns and subtle deviations in equipment behavior that indicate potential faults—often long before human operators would notice.
- Historical Trend Analysis – Leverage historical SCADA logs and PLC cycle data to train machine learning models for accurate failure prediction and root cause classification.
- Maintenance Forecasting & Recommendations – Generate intelligent maintenance schedules, spare part suggestions, and service alerts based on predictive diagnostics.
- Edge Computing & Cloud Analytics – Deploy on-site edge devices or integrate with cloud platforms for distributed data processing and centralized visualization.
- Downtime Prevention Dashboards – Use custom dashboards integrated into your existing HMI or SCADA system to provide visual insights, thresholds, and alerts in real time.
- Integration with CMMS & ERP Systems – Connect predictive triggers with your Computerized Maintenance Management Systems and enterprise platforms for seamless work order creation and cost tracking.
Predictive Maintenance in Action Across Industries
Move From Reactive to Proactive with Intelligent Maintenance
Optimize performance, reduce downtime, and increase system resilience with AI-powered predictive maintenance from SB Automation.
Contact us now or request a free consultation to get started