Unlocking Insights from High-Frequency Data: Managing Vibration Sensor Data for Anomaly Detection
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2 speakers
Unlocking Insights from High-Frequency Data: Managing Vibration Sensor Data for Anomaly Detection
Hosted by TDengineAbout
In this educational webinar, discover how to effectively manage and analyze high-frequency data from industrial vibration sensors to improve operational efficiency and minimize downtime. Learn about the challenges of handling large-scale time-series data and explore strategies to enable real-time anomaly detection.
This session will provide actionable insights on:
- Best practices for managing high-frequency data streams
- Techniques for integrating vibration sensor data into your analytics pipeline
- Using anomaly detection to proactively identify potential issues
The webinar will conclude with a live demonstration showcasing how a high-performance time-series database can streamline data management and support predictive maintenance workflows. Whether you're a data engineer, operations manager, or industrial technologist, this webinar is designed to enhance your understanding of high-frequency data solutions in industrial environments.
Reserve your spot today and gain practical knowledge to elevate your industrial data strategies!
Speakers
Jim Fan
VP of Product, TDengine
Jim Fan is the VP of Product at TDengine. With a Master's Degree in Engineering from the University of Michigan and over 12 years of experience in manufacturing and Industrial IoT spaces, he brings expertise in digital transformation, smart manufacturing, autonomous driving, and renewable energy to drive TDengine's solution strategy. Prior to joining TDengine, he worked as the Director of Product Marketing for PTC's IoT Division and Hexagon's Smart Manufacturing Division. He is currently based in California, USA.
Chaitanya Diwadkar
Director of Solutions Engineering, TDengine
Chait Diwadkar is Director of Solution Engineering at TDengine. Prior to joining TDengine he was in the biotechnology industry in technical marketing, professional services, and product management roles and supported customers in pharma, medical devices and diagnostics on analytical chemistry, and genetic platforms.