
Business Challenge
The client, a mining technology leader serving customers in Israel and Australia, aimed to modernize traditional mining processes by improving equipment maintenance through AI-driven predictive solutions. The challenge was to develop a comprehensive system to monitor the condition of mining equipment, including conveyors, drilling rigs, and furnaces. They sought an advanced solution leveraging AI and machine learning to process sensor data and predict potential failures.
Solution
Our partner developed a sophisticated predictive maintenance platform, building both backend and frontend components from the ground up. The system integrates real-time monitoring, alert configurations, and large-scale data analysis capabilities. To enhance functionality and reliability, essential services such as Google Firebase (for authentication), Twilio (for notifications), and Google BigQuery (for data analysis) were incorporated.
Key Features:
- Twilio Integration: Enables real-time notifications and alerts to streamline maintenance processes.
- AI-Driven Predictive Maintenance: Utilizes machine learning models to detect and predict equipment failures before they occur.
- Real-Time Equipment Monitoring: Provides continuous surveillance of mining equipment to ensure optimal operation.
- Advanced Data Analysis: Google BigQuery powers large-scale data processing, enabling actionable insights.
- Scalable Backend Architecture: Supports growing data loads and seamless expansion.
Results
The implementation of the predictive maintenance platform has significantly improved the efficiency of mining operations by:
- Reducing unplanned downtime through proactive maintenance.
- Enhancing operational safety with real-time alerts and monitoring.
- Lowering maintenance costs by preventing unexpected failures.
- Providing insightful data-driven decisions for long-term operational improvements.
By leveraging AI and cloud-based technologies, the client has successfully transformed mining equipment maintenance, positioning itself as an innovator in the industry.
The client is fully satisfied with our partner’s services. They continue partnership, actively implementing new features upon request.
Technologies
Python, PostgreSQL, TypeScript, React, GСP, Google, BigQuery, Google Workflows, Firebase, etc.
Team
TM, 5 Engineers