Rotating Equipment Condition Monitoring Sensor
Miniotec's compact wireless MEMS-based IoT Vibration technology is the only solution to provide fully automated anomaly detection, failure mode classification and remaining useful life determination (RUL) for rotating equipment using sophisticated machine learning and signal processing algorithms.
Our solution comprises three main components:
Wireless Sensor : Intrinsically safe, battery-powered and fully wireless 6-in-1 MEMS based sensor for monitoring: vibration, acoustic emissions, magnetic flux, temperature, humidity and RPM and with built-in cybersecurity and Wi-Fi connectivity.
Cloud Computing : Sensor readings communicate directly over a secure connection to the cloud where the data can be displayed and trended from a PC or mobile device application.
Machine Learning : Powerful machine learning algorithms process the raw data and provide advanced failure detection, diagnosis and remaining useful life calculation.
Traditional condition monitoring approaches require highly skilled technicians to collect data at regular intervals. Through continuous 24/7 monitoring, our sensor's predictive analytics algorithms catch faults as they develop. Engineers and technicians can now spend more time focusing on corrective actions and addressing root causes and less time collecting and analysing data.
Six Sensors in One 24/7 - 365 Monitoring Device
The world's only 6-in-1 sensor providing a comprehensive array of condition monitoring features in one compact wireless package.
Now also with an Energy Harvesting version
Remove issues relating to battery life
Principle of Our Predictive Maintenance Solution
Capture information from your equipment continuously using easily installed wireless sensors that automatically communicate to the Cloud for analysis.
Use Machine Learning and AI algorithms to identify and locate root causes of problems and predict the next disruptive event or the expected remaining life.
Send alerts and insights to maintenance professionals for immediate corrective action.
The real focus is to move the Engineer or technician away from mundane tasks and use their time for more strategic and proactive analysis of the operating data produced by the equipment. Our solution is proven to support better decision making and optimise maintenance activities.
Detects Faults From Equipment Such As:
and other types of rotating equipment.
We Can Detect and Classify a Broad Range of Failure Modes, including:
Rotor Bar faults
Blade / Vane faults
Phase related problems
Numerous Connectivity Options
With the new eSim/LTE and LoRaWAN versions of the sensor, we provide the most flexibility in sensor connectivity of any similar sensor in the market
Lower Condition Monitoring Costs
Our sensors eliminate the need for costly manual data collection and analysis, replacing hand held data collectors with continuous online sensing and analysis
Avoid Costly Failures
Our patented algorithms are tuned to each individual asset configuration to identify faults early in their progression, giving you ample time to plan for corrective maintenance and avoid costly failures
Provide Clear and Logical Analysis
Our asset performance platform presents the data in familiar formats that your condition monitoring specialist can understand and trust. Trends and insights for faults are easily accessible for cross reference and verification of the underlying factors driving fault progression.
Improve Fault Detection
Our sophisticated machine learning algorithms provide highly accurate and early fault detection, failure mode identification and degradation tracking, putting you back in control of asset performance.
Reduce Exposure to HSE Risks
Our technology eliminates the need to send workers to site to take readings on operational rotating equipment. By providing 24/7 online monitoring of your equipment we are enabling remote operations and keeping your workers out of harms way.
Support Your Digitisation Strategy
Our wireless IoT Technology is perfectly aligned with Industry 4.0 aspirations, the Digital Twin and advanced analytics. We can integrate our sensor data with your on-premise data repositories and provide advanced asset performance monitoring for all your rotating equipment.