Banner Engineering Integrates IO-Link and Machine Learning into Vibration Sensing
Banner Engineering is upgrading itsindustrial sensingportfolio with the latest iteration of the QM30VT3, a three-axis vibration and temperature sensor that now features IO-Link connectivity. By combining high-fidelity hardware with onboard machine learning algorithms, this solution aims to bridge the gap between complex diagnostic data and actionable machine health insights, reducing the reliance on external predictive analytics software for factory floor operations.
The QM30VT3 is engineered to tackle the inherent noise challenges often found in multi-axis MEMS sensors, particularly regarding the third axis. By delivering consistent, ultra-low noise performance across X, Y, and Z axes, the sensor ensures that early fault signatures—such as imbalance, misalignment, or bearing wear—are not masked by background interference. This precision is supported by a broad frequency range of 6 Hz to 5.3 kHz, allowing the device to monitor a diverse spectrum of equipment, from high-speed rotating fans to slower, heavy-duty industrial conveyors.
A standout feature of this release is the integration of VIBE-IQ, the company's proprietary edge-computing firmware. This onboard machine learning capability allows the sensor to establish operational baselines and dynamically set warning thresholds without the need for manual configuration or third-party vibration expertise. By processing data locally within the sensor, the QM30VT3 minimizes the bandwidth overhead often associated with continuous monitoring, streamlining deployment for both new greenfield sites and legacy retrofit projects where retrofitting a comprehensivevibration monitoringnetwork is otherwise cost-prohibitive.
The versatility of the QM30VT3 is further reflected in its connectivity options. With IO-Link, the sensor simplifies PLC programming by outputting data in standardized imperial or metric formats, which can be configured through user-defined profiles to reduce control logic complexity. For environments where cabling is restricted, Banner also provides wireless, battery-powered configurations that offer over two years of operational life. Whether utilizing MultiHop radio technology for centralized gateway communication or direct-wired integration, the system provides a modular approach to modernizing condition monitoring strategies across the plant floor.
Written by: Elias Thorne, a Systems Engineer with over 14 years of experience specializing in industrial hardware integration, IIoT architecture, and the implementation of automated reliability-centered maintenance programs.