AI Agent for Predictive Maintenance in Industrial Equipment
- Posted 1 year ago
- Remote
Job description
We are looking for an AI Developer to create a predictive maintenance agent that monitors and predicts equipment failure for our industrial machinery. The agent should:
Deliverables:
Skills Required:
- Analyze real-time data from sensors installed on machinery (e.g., temperature, vibration, pressure).
- Use machine learning models to predict potential failures or maintenance needs before they occur.
- Provide alerts and maintenance recommendations based on predicted outcomes.
- Integrate with our existing maintenance management system to schedule preventive maintenance automatically.
- Continuously improve predictions by learning from new sensor data over time.
Deliverables:
- AI-powered predictive maintenance agent integrated with machinery sensors.
- Real-time monitoring and predictive analysis for equipment health.
- Automated maintenance scheduling system based on predictive insights.
- Alerts and reporting dashboard for maintenance teams and decision-makers.
- Documentation on system setup, operation, and ongoing training for continuous improvement.
Skills Required:
- Expertise in machine learning, particularly in predictive analytics and time-series data.
- Experience with industrial IoT systems and sensor data integration.
- Proficiency in Python, TensorFlow, or similar frameworks for machine learning.
- Knowledge of predictive maintenance best practices and methodologies.
Skills required
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