A data analytics dashboard connecting IoT-enabled machines on factory floors to monitor performance and downtime. It provides predictive maintenance alerts to avoid costly breakdowns.
Key Features:
The system aggregates machine telemetry data and visualizes KPIs like energy consumption and production rate.
Predictive models detect anomalies and recommend maintenance intervals.
Admins view plant-level summaries in real time.
Technology Used:
• AngularJS
• NodeJS
• AWS IoT Analytics
• TimescaleDB
Conclusion:
Factories experienced significant improvement in operational uptime and a noticeable reduction in unplanned maintenance through real-time monitoring. The intuitive dashboard provided complete visibility into equipment performance and efficiency trends. Decision-makers could proactively address issues before they escalated, ensuring continuous productivity. By turning data into actionable intelligence, the system positioned data as the driving force behind industrial growth and optimization.
Modern manufacturing units face numerous challenges in managing production efficiency, equipment downtime, and data overload. Traditional systems often lack real-time insights, making predictive maintenance difficult and hindering quick decision-making. Companies struggle with integrating multiple data sources, visualizing key performance metrics, and identifying inefficiencies that directly impact productivity and cost-efficiency.
Infyniaa AI designed an intelligent Smart Factory Dashboard to address these challenges. Leveraging advanced AI algorithms, IoT integration, and real-time analytics, the dashboard provides a unified view of factory operations. Predictive maintenance modules analyze machine data to prevent breakdowns, while AI-driven insights optimize production schedules and resource allocation. Dynamic visualizations, interactive charts, and alerts allow factory managers to monitor KPIs instantly and make informed decisions.
The implementation of the Smart Factory Dashboard resulted in 25% increase in operational efficiency, 30% reduction in unplanned downtime, and significant cost savings in energy and resource utilization. Managers can now access performance metrics, receive AI-driven alerts, and optimize production workflows seamlessly. The solution has transformed traditional manufacturing units into data-driven smart factories, capable of proactive decision-making and continuous improvement.
Partnering with Infyniaa AI for the Smart Factory Dashboard has revolutionized our production management. The real-time insights and predictive analytics have enabled us to reduce downtime significantly and improve overall efficiency. The team’s expertise in AI and IoT integration made the entire process seamless. Our factory has become smarter, faster, and more efficient thanks to Infyniaa AI.