Predictive Maintenance
Statistical and behavioral understanding of equipment to fortell maintenance.
See Also: Maintenance
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Product
RISC-based DIN-rail Embedded System
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The RISC-based DIN-rail fanless embedded system series is designed to simplify device-to-cloud connections, which can be used to develop powerful and low power IIoT applications such as machine monitoring and predictive maintenance. They enable machines to connect to the internet and communicate with one another easily. The vertical din-rail makes this series product easy to be installed in a small cabinet and offers various fast-transfer input/output ports
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Product
PXIe-2738 , 256-Crosspoint, 8x32, 2-Wire PXI Matrix Switch Module
782835-38
Matrix Switch Module
256-Crosspoint, 8x32, 2-Wire PXI Matrix Switch Module—The PXIe‑2738 is a high‐density 8x32 PXI matrix switch module designed for routing signals within automated test systems and using electromechanical relays to perform immediate switch operations. It also offers features to monitor the health of deployed systems and plan for predictive maintenance, including onboard relay count tracking, a temperature sensor, and functional and resistive relay self-tests available through the NI Switch Health Center.
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Product
Verification And Diagnostic Tools
Y1131A
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Provides module-specific tests to troubleshoot relay failures and predict maintenance requirements.
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Product
Predictive Vibration Monitor Solutions
VMU
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Vibration Monitor Units (VMUs) from Astronics employ proven vibration analysis to predict the failure of fans and other rotating equipment on passenger and cargo aircraft. Accurate prediction allows maintenance to intervene before a failure can occur, eliminating the resulting smoke or smoke smell event that can result in costly flight delays, diversions, emergency landings, or cancellations.
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Product
Wind Turbine Condition Monitoring
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It has also become increasingly apparent in recent years that the wind turbine industry has recognised the importance of condition-based monitoring, especially for offshore wind turbines, where access is often limited.To increase reliability and minimise down time, many wind turbine manufacturers, owners and operators are turning to condition-based monitoring systems, aimed at predicting wind turbine maintenance issues, so that operators can quickly and effectively carry out predictive maintenance, repairs and replacements of components when needed, without the need for costly routine maintenance checks and visits. As a result, a condition monitoring system increases operational time, improves site performance and reduces maintenance costs for wind turbines, especially offshore ones.
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Product
Gas Calibrators and Zero Air Generators
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Teledyne Advanced Pollution Instrumentation
All T Series instruments offer two front-panel USB ports, an advanced touch screen full color display, customizable user interface with predictive maintenance alerts, one-touch real-time graphing, and multiple language support. Teledyne API offers an extensive line of high quality gas calibrators and zero air generators to meet even the most demanding applications.
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Product
SENTRYsolutions
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Maximize the full potential of your maintenance strategy with SENTRYsolutions, our elite team of predictive maintenance problem-solvers. We work alongside you as an extension of your team to achieve peak performance.
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Product
Leaky Insulator Detector
LIDOR
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The Leaky Insulator Detector (LIDOR) is two-piece hand held non-destructive inspection system which utilizes AC/DC Current sensor and Ultrasonic technology for predictive maintenance. The Leaky Insulator Detector (LIDOR) has a Flexible clamp sensor and Ultrasound Receiver.
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Product
Particulate Instruments
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Teledyne Advanced Pollution Instrumentation
Teledyne API offers a combination of particulate matter measurements to meet a variety of data quality objectives for regulatory ambient air quality monitoring. All T Series instruments offer two front-panel USB ports, an advanced touch screen full color display, customizable user interface with predictive maintenance alerts, one-touch real-time graphing, and multiple language support.
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Product
PXIe-2737, 256-Crosspoint, 4x64, 2-Wire PXI Matrix Switch Module
782835-37
Matrix Switch Module
256-Crosspoint, 4x64, 2-Wire PXI Matrix Switch Module—The PXIe‑2737 is a high‐density 4x64 PXI matrix switch module designed for routing signals within automated test systems and using electromechanical relays to perform immediate switch operations. It also offers features to monitor the health of deployed systems and plan for predictive maintenance, including onboard relay count tracking, a temperature sensor, and functional and resistive relay self-tests available through the NI Switch Health Center.
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Product
NI-9247, 50 kS/s/ch, 50 Arms, 147 Apk, 24-Bit, 3-Channel C Series Current Input Module
783589-01
Current Input Module
50 kS/s/ch, 50 Arms, 147 Apk, 24-Bit, 3-Channel C Series Current Input Module - The NI‑9247 is designed to support direct ring lug connectivity to the three-phase high-current measurements of 1 A and 5 A current transformers (CTs). It is optimized for power, energy, and industrial applications. The safety features, certifications, input ranges, overvoltage ranges, and connectivity are well suited for applications such as power quality monitoring and metering, utility pole-mounted smart switches, utility pole-mounted smart grid reclosers, substation merging units, industrial machine measurements, health monitoring, predictive maintenance and prognostics, and phasor measurement units (PMUs).
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Product
Nitrogen Compounds Analyzers
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TML produces a wide range of analyzers for the measurement of Nitrogen compounds, including those that measure 'True NO2'. All T Series analyzers offer two front-panel USB ports, an advanced touch screen full color display, customizable user interface with predictive maintenance alerts, one-touch real-time graphing, and multiple language support. All of our analyzers are designed meet the rigorous demands of ambient air quality, stack, or industrial process gas monitoring.
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Product
Leaky Insulator Detector (LID) Camera
CORONA CAMERA
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The Leaky Insulator Detector (LID) is two-piece hand held non-destructive inspection system which utilizes AC/DC Current sensor and Ultrasonic technology for predictive maintenance. The Leaky Insulator Detector (LID) has a Flexible clamp sensor and Ultrasound Receiver.
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Product
Nitrogen Compound Instruments
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Teledyne Advanced Pollution Instrumentation
Teledyne API produces a wide range of instruments for the measurement of Nitrogen compounds, including those that measure 'True NO2'. All T Series instruments offer two front-panel USB ports, an advanced touch screen full color display, customizable user interface with predictive maintenance alerts, one-touch real-time graphing, and multiple language support. All of our instruments are designed meet the rigorous demands of ambient air quality, stack, or industrial process gas monitoring
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Product
Wireless Current Quality Analyzer and Motor Analyzer - 3SIQ
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Signals & Systems India Private Limited
3SIQ enables current quality analysis using wireless technology and thus allows operators to work from a safe distance. This Industry 4.0 and ISO 50001 Condition-based monitoring solution seamlessly combines the flexibility of using any Smart Phone or Tablet to provide powerful analytics and insights towards predictive maintenance, making the maintenance engineers’ life not just safer, but smarter as well.
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Product
PXIe-2739 , 256-Crosspoint, 16x16, 2-Wire PXI Matrix Switch Module
782835-39
Matrix Switch Module
256-Crosspoint, 2-Wire PXI Matrix Switch Module—The PXIe‑2739 is a high‐density 16x16 PXI matrix switch module designed for routing signals within automated test systems and using electromechanical relays to perform immediate switch operations. It also offers features to monitor the health of deployed systems and plan for predictive maintenance, including onboard relay count tracking, a temperature sensor, and functional and resistive relay self-tests available through the NI Switch Health Center.
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Product
Photovoltaic
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For solar panel installations, problems such as insulation resistance degradation or issues with ground/earth continuity can pose a risk to safety as well as efficient operation. Continuous and predictive maintenance is essential to ensure regulatory compliance as well as the prevention of electrical hazards and fire risks, and enables operators to ensure the optimal performance of PV installations.
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Product
Sulfur Compounds Analyzers
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TML's Sulfur compound analyzers utilize familiar UV Fluorescence technology to produce reliable and accurate gas measurements. All T Series analyzers offer two front-panel USB ports, an advanced touch screen full color display, customizable user interface with predictive maintenance alerts, one-touch real-time graphing, and multiple language support. All of our analyzers are designed meet the rigorous demands of ambient air quality, stack, or industrial process gas monitoring.
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Product
CorSense™ Environmental IoT Sensors
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Our line of CorSense™ wireless sensors are capable of monitoring air quality, humidity, barometric pressure, temperature, current, vibration, and more.Built with a rugged case and able to withstand harsh industrial environments, these sensors are all tested to ISO standards. When paired with CorGateway, sensors gather and transmit data securely to a Corvalent CorEdge computer anywhere from 2 to 28 miles away.Extremely energy efficient, CorSense IoT sensors can also run on batteries for up to 2 years.9 different sensor options:-Smart Vibration & Temperature Sensor -CO2, Temperature, Humidity & Particulate Matter Sensor -CO2, Temperature & Humidity Sensor -Temperature, Humidity, Pressure & Air Quality Environmental Sensor -Precision Pressure Bidirectional Differential Sensor -Pressure Bidirectional Differential Sensor -AC Current Monitor -Vibration & Temperature Sensor -Predictive Maintenance Module Sensor
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Product
Vibration Analysis and Balancing Tools
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PRÜFTECHNIK Condition Monitoring GmbH
Predictive maintenance tools for vibration analysis can help prevent machine failure and avoid costly production downtime. Our vibration analysis tools are used for condition monitoring on rotating equipment to help detect early component wear and damage. Vibration analysis and balancing are integral parts of any condition-based and predictive maintenance program.
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Product
Digital Twin
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Engineering simulation software has traditionally been used for new product design, but with the advent of advanced embedded sensors, engineers can now use this data to create digital twins. Digital twins can be used in real-time systems analysis to schedule predictive maintenance and implement performance optimizations. With the Hybrid Analytics capability of Ansys, engineers can reach an unparalleled level of accuracy using predictive analytics by combining machine learning (ML)-based analytics with a physics-based approach.
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Product
Vibration Diagnostics System
VDS
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The Vibration Diagnostic System (VDS) is a vibration data management system designed specifically for the machinery Predictive Maintenance (PdM) community. It harnesses the graphic display capabilities of Crystal Instruments EDM Software for the work of machinery vibration analysts.
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Product
Carbon Compound Instruments
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Teledyne Advanced Pollution Instrumentation
Teledyne API's Carbon compound analyzers utilize Gas Filter Correlation combined with reliable NDIR (non-dispersed infrared) technology to produce very stable and accurate gas measurements. All T Series instruments offer two front-panel USB ports, an advanced touch screen full color display, customizable user interface with predictive maintenance alerts, one-touch real-time graphing, and multiple language support. All of our instruments are designed meet the rigorous demands of ambient air quality, stack, or industrial process gas monitoring.
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Product
Sulfur Compound Instruments
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Teledyne Advanced Pollution Instrumentation
Teledyne API's Sulfur compound analyzers utilize familiar UV Fluorescence technology to produce reliable and accurate gas measurements. All T Series instruments offer two front-panel USB ports, an advanced touch screen full color display, customizable user interface with predictive maintenance alerts, one-touch real-time graphing, and multiple language support. All of our instruments are designed meet the rigorous demands of ambient air quality, stack, or industrial process gas monitoring.
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Product
Digital Fiber Sensor
FX-550L
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Panasonic Industrial Devices Sales Company of America
Panasonic IO-Link technology makes it possible to continuously collect and process data and to control the sensor. This allows users to implement predictive maintenance and to monitor operation in machines and assembly lines. Processing the multitude of data requires users to invest in know-how and time. Panasonic has developed a self-diagnosis function for each sensor type. This function sends sensor data via IO-Link to a higher-level fieldbus, thus informing about the state of the sensor directly. This way, the amount of production data and the work needed to analyze the data is reduced.
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Product
Handheld Insulation Resistance Testers
U1450A/60A Series
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The U1450A and U1460A series insulation resistance testers are ideal for predictive and preventive maintenance measurement tasks in electrical and industrial applications. With their vast measurement capabilities, efficient automated report generation and high durability, you can accomplish more in a day’s work with the Keysight U1450A and U1460A series insulation resistance testers.
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Product
CMOS Type Micro Laser Distance Sensor
HG-C1000L
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Panasonic Industrial Devices Sales Company of America
The IO-Link technology makes it possible to continuously collect and process data and to control the HG-C1000L. This allows users to implement predictive maintenance and to monitor the operation in machines and assembly lines. Processing the multitude of data requires users to invest know-how and time. To reduce the workload for the customers, Panasonic has developed a self-diagnosis function specifically for this sensor. This function sends sensor data via IO-Link to a higher-level fieldbus, thus informing about the state of the sensor directly. This way, the amount of production data and the work needed to analyze the data is reduced.
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Product
Compact Structure-Borne Sound Probe
T20
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The structure-borne ultrasonic probe T20 is used for condition monitoring of machines, systems and processes, given that they generate detectable structure-borne sound in the ultrasonic range. Changes in the sound signals indicate a change in the condition and/or process of the plant. The detection of these changes forms the basis for condition monitoring in predictive maintenance.
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Product
Oxygen Compound Instruments
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Teledyne Advanced Pollution Instrumentation
Teledyne API’s range of instruments for Oxygen compounds utilize advanced technology to produce some of the most accurate measurements available.All T Series instruments offer two front-panel USB ports, an advanced touch screen full color display, customizable user interface with predictive maintenance alerts, one-touch real-time graphing, and multiple language support. All of our instruments are designed meet the rigorous demands of ambient air quality, stack, or industrial process gas monitoring.
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Product
Pressure Accelerated Aging Test Chamber (HAST)
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Guangdong Test EQ Equipment co., Ltd.
- Hyper-Accelerated Aging: Combines high temperature, 100% RH, and pressure to simulate decades of environmental degradation in days.- Precision Control: Triple-redundant PT100 sensors and PID algorithms for<1% pressure fluctuation.- Safety Systems: Auto-pressure release valves, hydrogen gas detection (for battery/polymer tests), and emergency cooling.- Corrosion-Resistant Build: SUS316L stainless steel interior, PTFE-coated seals, and ceramic-coated heaters.- Smart Connectivity: IoT-enabled remote monitoring, predictive maintenance alerts, and compliance with FDA 21 CFR Part 11 data integrity.





























