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Computer Vision AI
Pixel-Level Vibration Analysis
ViDeoMAgic is an advanced computer vision AI solution designed for rapid, non-contact structural health and condition monitoring. By analyzing standard digital video footage of vibrating structures, it extracts high-resolution dynamic information at the pixel level. This includes displacement time histories, natural frequencies, damping ratios, and mode shapes—critical parameters for assessing structural integrity.
Understanding ViDeoMAgic
How ViDeoMAgic Works
VIDEO CAPTURE
A continuous video stream of an area is processed of the object(s) being monitored.
DATA PROCESSING
ViDeoMAgic uses phase-based optical flow methods to process all pixel motions in the video continously.
ANALYSIS
Extracts displacement time histories, natural frequencies, damping ratios, and mode shapes at pixel-level resolution.
MACHINE LEARNING
Applies unsupervised machine-learning techniques to automatically decompose high-dimensional data into dynamic properties.
Use Cases
Applications for ViDeoMAgic are as follows:
Renewable Energy Systems
ViDeoMAgic can monitor renewable systems such as wind and hydroelectric turbines using digital video. Mounting traditional sensors on large turbines is difficult and time-consuming. Instead, ViDeoMAgic takes accurate, contact-free measurements that are practical and affordable. This makes it ideal for inspecting massive renewable infrastructure without requiring physical installation or extensive maintenance.
Civil Infrastructure
ViDeoMAgic quickly measures and identifies damage in buildings, bridges, and dams under dynamic loads like earthquakes or hurricanes. The system also tracks structural wear and potential damage from traffic and wind. Using only digital video, it enables contact-free monitoring. This makes infrastructure assessments more efficient, affordable, and safer, especially for large-scale structures that are hard to inspect manually.
Metals and Mining
ViDeoMAgic tracks the health of mining structures like tailings dams, tunnels, and shafts. It spots early signs of weakness to prevent failure and protect the environment. After controlled blasts, it checks nearby infrastructure for potential damage and assesses structural integrity. It also monitors silos and tanks to ensure safe storage of mined materials, avoiding costly incidents or leaks that could harm workers or the environment.
Oil and Gas
ViDeoMAgic provides high-resolution video-based monitoring for pipelines, platforms, tanks, and refineries. It detects signs of wear, leaks, or faults in real time. This reduces the risk of failure and helps avoid costly shutdowns or environmental hazards. The non-contact system offers safer inspections in hazardous areas while ensuring reliable, continuous, and efficient oil and gas operations, preventing unexpected equipment failures.
Aerospace
ViDeoMAgic analyzes how aircraft structures respond to vibrations and detects minor flaws. It’s faster and cheaper than ultrasonic or x-ray tests. By using ambient vibrations, it offers low-cost, contactless condition monitoring. This technology supports aircraft certification by validating computer models and enhancing safety through early fault identification. It helps engineers make quicker decisions regarding potential repairs.
Auto Industry
ViDeoMAgic improves automotive testing by turning video pixels into data points, offering more precision than strain gages or accelerometers. Engineers can enhance simulations and optimize vehicle designs. It reduces costs by expanding the number of measurements taken, helping identify weak points earlier and making the entire design process more efficient. This leads to improved vehicle safety and better performance.
Manufacturing Applications
ViDeoMAgic monitors parts during manufacturing without contact. It finds defects during production instead of after assembly. This reduces the need for costly post-manufacture inspections. It’s ideal for quality control in additive manufacturing. With real-time video data, defects and flaws can be detected quickly, improving product quality and reducing delays. By catching issues early in the production cycle.
Telecommunications
ViDeoMAgic supports monitoring of telecom towers, antennas, and cables. It detects abnormal vibrations, wear, and misalignment using video. This reduces the need for risky or remote inspections. The system enables predictive maintenance and protects equipment from damage. It ensures the reliability of telecom services by preventing failures before they occur. This reduces operational downtime and helps maintain uninterrupted services.
Remote Sensing Imagery
ViDeoMAgic works with satellite imagery, analyzing planetary responses to gravity and seismic forces. It can inspect disaster-struck urban areas via aerial video. It also examines microscopic biological cells, helping in early disease detection. Its wide range—from satellites to cells—makes it valuable in both scientific and infrastructure applications. This versatility opens up new possibilities in remote sensing.
ViDeoMAgic Monitoring in Motion
Condition Monitoring in Action
Sensatek’s Vision AI-based condition monitoring technology is designed to address a wide range of critical industrial applications where early detection of mechanical anomalies is absolutely essential. From rotating equipment in power plants to pumps, motors, and turbines in complex manufacturing environments, our intelligent system provides accurate, real-time insights without the need for complex wiring or operational downtime.
Case Studies
Case Studies
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