予知保全とは？
予知保全（PdM）では、広範なセンサから収集されたデータに基づいて、潜在的な障害を発生前に見つけられる統計モデルを構築します。この手法に利用できるさまざまなツールは、しばしばクラウド上に存在しています。ツールには、例えば設備の正常性の傾向を追跡する統計分析や機械学習などがあります。
状態監視とは？
状態監視（CM）とは、潜在的な障害を見つけるために、振動や温度といったさまざまなパラメータを監視することです。この手法を用いて問題を明らかにすることで、予防保全の予定を立て、故障の発生を防げるようになります。
継続的に状態監視を行うという手法は、通常、コンプレッサやポンプ、モータといった機器に対して使われます。データ収集は監視プロセスに欠かせない要素であり、Industry 4.0における生産現場の円滑な運営に役立ちます。
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予防保全について
予防保全とは、基本的には計画され、予定された保全のことをいいます。これは予想される設備の状態、すなわち一般的には状態監視システムと統計的プロセス制御を通して得られる稼働年数やシステム利用状況に基づいて実施されます。しかし、これは不要な保全につながることがあります。機器に保全が必要ない場合もあるためです。予防保全を採用する場合、生産現場は受け身の保全に頼っているということになります。また予防保全では、機器の1つに障害が発生した後の障害診断に頼ることになります。障害診断は例えば、潤滑剤分析やオイル分析を通して実施します。
主な違い
予防保全と予知保全の違いは、予知保全システムでは状態監視センサが設備内のデータ収集を担当し、損耗のパターンを特定することで、障害の予測に向けたより的確なアプローチが実現するという点にあります。この際に、統計的監視を用いることもできますが、このような予測モデルでは、機械学習アルゴリズムが動作するニューラルネットワークを使って、データ内のパターンを特定することもできます。続いて予知保全では、システムの正常性を監視することで、予防保全の予定を立てられるようにします。
予知保全と予防保全 状態監視センサの果たす重要な役割
温度センサなどの状態監視センサは、予測分析に不可欠な要素です。温度の上昇は、障害を検出する上で鍵となる因子です。わずかな上昇でも、将来の信頼性の問題を指し示している可能性があります。これは機器内のプローブによっても検出できますが、離れた場所からでも、赤外線サーモグラフィによって確認できます。このようなサーマル･イメージングでは、マシン･ビジョン解析技法を用いることで、プローブでは捕捉できなかった機器内のホットスポットも示すことができます。
振動モニタも、潜在的な問題を明らかにするために利用できます。振動分析によって、回転機械の高調波周波数に生じた変化が明らかになれば、状態監視ツールは機器の劣化の進行度合いを予測モデルに対してマッピングできます。
予知保全戦略による費用節約
予知保全戦略を使って、上に述べたようなデータをすべて組み合わせれば、管理された方法に基づいて機械を生産ラインから外し、修理することが可能になるため、ライン停止につながる最悪の障害を予防できます。その結果、時間に余裕を持って予備部品を発注し、計画されたダウンタイムへの準備を整えられるようになるため、保全コストを削減し、費用の節約に貢献できます。例えば風力タービンの場合、遠隔状態監視システムによって特定されたコンポーネントは、電力への需要が低いときを選んで取り替えられます。
予知保全ツールはインダストリアルIoT（IIoT）にとって不可欠の要素となりつつあります。リアルタイムの状態監視手法とさまざまなタイプのデータ分析に基づく効果的な予知保全戦略によって、よりコスト効率の高い修繕戦略が実現します。
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STの製品
STは、広帯域幅の機械的周波数検出、信頼性、最高105℃までのセンシングの安定性と正確な動作、および低ノイズと低消費電力を重視し、振動および環境センシングに最適な専用の産業用モーションMEMS製品を開発することにより、クラス最高の小型かつコスト効率に優れたIndustry 4.0対応の有線および無線センサ･ネットワーク･ソリューションを可能にしています。
このセンサ･システムは通常、24V DC電源で給電され、センサの駆動には追加のパワー･マネージメントが必要です。そうしたセンサ･ノードは、デジタル（IO-Linkなど）またはアナログ出力を特徴とします。アナログ･センサは、一般にオペアンプで信号調整され、マイクロコントローラのADC（STM8やSTM32など）に接続されます。
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STEVAL-BFA001V1B (smart industrial sensor) and STEVAL-IDP004V1 (multi-port IO-Link evaluation board) make condition monitoring and predictive maintenance of up to 4 nodes simultaneously.
This use-case features a PC connection via RS485 with the STEVAL-IDP004V1 multi-port IO-Link interface. The PC GUI allows the monitoring of 4 nodes: pressure, humidity, temperature and 3-axis vibration (where you can adjust thresholds and other settings) under inspection with the powerful libraries embedded in the STEVAL-BFA001V1B software package.
Features
- 3-axis MEMS accelerometer:
- time domain : speed RMS and acceleration peak
- frequency domain: up to 3 kHz FFT with programmable size, averaging, overlapping and windowing
- MEMS microphone:
- sound pressure level (SPL)
- up to 20kHz FFT with pre-defined averaging and windowing
- Pressure, relative humidity and temperature monitoring
- Configurable thresholds for key parameters
- Data logging capability through PC GUI
Solution Components
製品型番 概要 ステータス Core Products Price (US$)* Order / DownloadBuy AllSTEVAL-BFA001V1B Key features
- Compact solution for condition monitoring and predictive maintenance based on 3D digital accelerometer, environmental and acoustic MEMS sensors
- Main supply voltage: 18 V - 32 V
- Main components:
- 32-bit ARM® Cortex® -M4 core for signal processing and analysis (STM32F469AI)
- iNEMO 6DoF (ISM330DLC)
- Absolute digital pressure sensor (LPS22HB)
- Relative humidity and temperature sensors (HTS221)
- Digital microphone sensors (MP34DT05-A)
- IO-Link PHY device (L6362A)
- EEPROM (M95M01-DF) for data storage
- Step-down switching regulator and LDO regulator (L6984 and LDK220)
- Complete set of firmware demo examples based on 3D accelerometer library with advanced frequency and time domain signal processing for predictive maintenance, including:
- Programmable FFT size (512, 1024, 2048)
- Programmable FFT averaging
- Programmable overlapping
- Programmable windowing (Flat Top, Hanning, Hamming)
- Speed RMS moving average, acceleration max. peak
- Programmable threshold for warning and alarm conditions in spectral band
- Microphone algorithms for:
- PDM to PCM
- Sound pressure
- Audio FFT
- IO-Link PHY using the L6362A Device transceiver for data communication with host unit
- M12 industrial connector
- SWD connector for debugging and programming capability
- リセットボタン
- Expansion connector with GPIO, ADC, I2C bus
- Designed to meet IEC industrial standard requirements
- WEEE compliant
- RoHS compliant
Predictive maintenance kit with sensors and IO-Link capability アクティブHTS221, ISM330DLC, LP25HB, M95M01-DF, MP34DT05-A, L6362A 117.60 購入 STEVAL-IDP003V1 Key features
- Main supply voltage: 32 V maximum
- STM32L071CZ microcontroller
- IO-Link PHY using the L6362A device for data communication with host unit
- DC-DC converter and linear regulator on board
- Integrated reverse polarity protection on L6362A ICs
- Multi-sensor connection
- 400 kHz I²C communication
- PCB designed to accept real industrial sensors (8 mm x 70 mm, with 0.8 mm thickness)
- Designed to meet IEC industrial standard requirements
- RoHS compliant
IO-Link industrial modular sensor board based on L6362A アクティブL6362A 106.58 購入 STEVAL-IDP004V1 Key features
- Main supply voltage 32 V maximum
- 4 L6360 IO-Link master devices
- RS-485 serial interface
- CAN serial interface
- USB interface
- DC-DC converter
- On-board reverse polarity protection
- Designed to meet IEC requirement for industrial standards
- RoHS and WEEE compliant
IO-Link master multi-port evaluation board based on L6360 アクティブL6360 123.73 購入 STSW-BFA001V1 Key features
- Set of firmware examples to build applications for condition monitoring and predictive maintenance based on 3D digital accelerometer, environmental and acoustic MEMS sensors
- Middleware including algorithms for advanced time and frequency domain signal processing for vibration analysis
- Programmable FFT size (512, 1024 or 2048 points)
- Programmable FFT averaging and overlapping
- Programmable windowing (Flat Top, Hanning, Hamming)
- Speed RMS moving average, acceleration max peak
- Middleware integrating microphone algorithms for:
- PDM to PCM
- Sound pressure
- Audio FFT
- Firmware package developed for STM32F469AI with easy portability across different MCU families
- PC data monitoring through any free terminal emulator
- Sample demonstration firmware to communicate with STEVAL-IDP004V1 IO-Link-master-capable multi-port evaluation board and dedicated PC GUI
Software package for STEVAL-BFA001V1B アクティブ- 製品型番 サプライヤ ダウンロード STSW-BFA001V1 ST STSW-IO-LINK Key features
- Firmware package developed for STM32 microcontroller ARM® Cortex® -M0+ and ARM Cortex-M3
- Compliant with STM32Cube framework
- Portable across other STM32 platforms
- PC interface based on RS-485 communication
- Communication layer for exchanging data between master and sensor nodes
- Sensor configuration and sensor data acquisition
- Fast Fourier Transform (FFT) calculation to evaluate the vibration spectrum
IO-Link demonstration kit firmware アクティブ- 製品型番 サプライヤ ダウンロード STSW-IO-LINK ST STSW-BFA001V1説明 :
Software package for STEVAL-BFA001V1BPrice (US$)*
-製品型番 サプライヤ ダウンロード STSW-BFA001V1 ST STSW-IO-LINK説明 :
IO-Link demonstration kit firmwarePrice (US$)*
-製品型番 サプライヤ ダウンロード STSW-IO-LINK ST - 3-axis MEMS accelerometer:
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FP-IND-PREDMNT1 is an STM32Cube function pack with algorithms for time and frequency domain signal processing and analysis of 3D digital accelerometers. A sensor node for condition monitoring and predictive maintenance applications can be developed with this function pack.
Features
- 3-axis MEMS accelerometer:
- time domain: speed RMS and acceleration peak
- frequency domain: up to 1 kHz FFT with programmable size, averaging, overlapping and windowing
- MEMS microphone:
- sound pressure level (SPL)
- up to 20kHz FFT with pre-defined averaging and windowing
- Pressure, relative humidity and temperature monitoring
- Configurable thresholds for key parameters
- Data logging through BLE App
Solution Components
製品型番 概要 ステータス Core Products Price (US$)* Order / DownloadNUCLEO-F446RE Key features
- Common features
- STM32 microcontroller in LQFP64 package
- 1 user LED shared with Arduino™
- 1 user and 1 reset push-buttons
- 32.768 kHz crystal oscillator
- Board connectors:Arduino™ Uno V3 expansion connectorST morpho extension pin headers for full access to all STM32 I/Os
- Flexible power-supply options: ST-LINK, USB VBUS or external sources
- On-board ST-LINK debugger/programmer with USB re-enumeration capability: mass storage, Virtual COM port and debug port
- Comprehensive free software libraries and examples available with the STM32Cube MCU Package
- Support of a wide choice of Integrated Development Environments (IDEs) including IAR™, Keil® and GCC-based IDEs
- Board-specific features
- External SMPS to generate Vcore logic supply
- 24 MHz HSE
- Board connectors:External SMPS experimentation dedicated connectorMicro-AB or Mini-AB USB connector for the ST-LINKMIPI® debug connector
- Arm® Mbed Enabled™ compliant
STM32 Nucleo-64 development board with STM32F446RE MCU, supports Arduino and ST morpho connectivity アクティブSTM32F446RE 13.72 購入 X-NUCLEO-CCA02M1 Key features
- 2 on-board MP34DT01-M digital MEMS microphones
- 6 slots to plug in digital microphone coupon boards such as STEVAL-MKI129Vx and STEVAL-MKI155Vx
- Synchronized acquisition and streaming of up to 4 microphones
- Free comprehensive development firmware library and audio capture plus USB streaming sample application which is compatible with STM32Cube firmware
- Compatible with STM32 Nucleo boards
- Equipped with ST morpho connector (upwards and downwards)
- Equipped with Arduino UNO R3 connector (upwards) to allow multiple boards
- RoHS compliant
Digital MEMS microphones expansion board based on MP34DT01-M for STM32 Nucleo. NRNDMP34DT01-M 16.0 X-NUCLEO-IKS01A2 Key features
- LSM6DSL MEMS 3D accelerometer (±2/±4/±8/±16 g) and 3D gyroscope (±125/±245/±500/±1000/±2000 dps)
- LSM303AGR MEMS 3D accelerometer (±2/±4/±8/±16 g) and MEMS3D magnetometer (±50 gauss)
- LPS22HB MEMS pressure sensor, 260-1260 hPa absolute digital output barometer
- HTS221: capacitive digital relative humidity and temperature
- DIL24 socket for additional MEMS adapters and other sensors
- Free comprehensive development firmware library and example for all sensors compatible with STM32Cube firmware
- I²C sensor hub features on LSM6DSL available
- Compatible with STM32 Nucleo boards
- Equipped with Arduino UNO R3 connector
- RoHS compliant
Motion MEMS and environmental sensor expansion board for STM32 Nucleo アクティブLSM6DSL; LSM303AGR; LPS22HB; HTS221 18.38 購入 X-NUCLEO-IDB05A1 Key features
- STM32 expansion board based on the SPBTLE-RF module for STM32 Nucleo
- X-NUCLEO-IDB05A1 contains FCC and IC certified module SPBTLE-RF (FCC ID: S9NSPBTLERF and IC: 8976C-SPBTLERF)
- SPBTLE-RF:
- Bluetooth Low Energy FCC and IC certified module based on Bluetooth® SMART 4.1 network processor BlueNRG-MS
- Integrated Balun (BALF-NRG-01D3)
- Chip antenna
- Compatible with STM32 Nucleo boards
- Equipped with Arduino UNO R3 connector
- Scalable solution, capable of cascading multiple boards for larger systems
- Free comprehensive development firmware library and example for BlueNRG-MS, compatible with STM32Cube firmware
- RoHS compliant
Bluetooth Low Energy expansion board based on SPBTLE-RF module for STM32 Nucleo アクティブSPBTLE-RF; BlueNRG-MS; BALF-NRG-01D3 12.87 購入 STEVAL-MKI182V2 Key features
- Complete ISM330DLC pinout for a standard DIL 24 socket
- Fully compatible with STEVAL-MKI109V3 motherboard
- Changing the resistor settings is also compatible with the STEVAL-MKI109V2 motherboard
- RoHS compliant
ISM330DLC adapter board for a standard DIL24 socket アクティブISM330DLC 15.93 購入 FP-IND-PREDMNT1 Key features
- Complete firmware to develop a sensor node for condition monitoring and predictive maintenance applications, featuring digital or analog microphone, environmental and motion sensors, and performing real-time monitoring of parameters and equipment status via:
- user terminal by UART (available for the STEVAL-IDP005V1 evaluation board included in the STEVAL-BFA001V1B kit)
- Wi-Fi connectivity (available for the STEVAL-STWINCSV1 board included in the STEVAL-STWINKT1 kit)
- BLE connectivity (available for the NUCLEO-F446RE development board and the STEVAL-STWINKT1 kit)
- Signal processing (MotionSP) middleware for vibration analysis in time domain (speed RMS and acceleration peak) and frequency domain (FFT with programmable size, averaging, overlapping and windowing)
- PDM to PCM and sound pressure level (SPL) middleware for digital microphones (for NUCLEO-F446RE and STEVAL-BFA001V1B)
- Acoustic FFT Analysis for NUCLEO-F446RE and STEVAL-BFA001V1B
- Ultrasound FFT Analysis for STEVAL-STWINKT1
- Configurable alarm and warning thresholds for key parameters
- Data logging capability through mobile app or PC serial terminal
- Compatible with STBLESensor application for Android/iOS, to perform sensor data reading, audio and motion algorithm feature demo, and firmware update over the air (FOTA) (feature available only when using NUCLEO-F446RE and STEVAL-STWINKT1 with BLE connectivity)
- Compatible with DSH-PREDMNT web-based predictive maintenance dashboard for monitoring sensor data and device status (feature available only when using the STEVAL-STWINKT1 with the STEVAL-STWINWFV1 Wi-Fi adapter)
- Sample implementation available for the STEVAL-BFA001V1B and STEVAL-STWINKT1 kits
- Sample implementation available for X-NUCLEO-CCA02M1, X-NUCLEO-IKS01A3 or X-NUCLEO-IKS01A2, STEVAL-MKI182V2 (DIL24 based on ISM330DLC) and X-NUCLEO-IDB05A1 connected to a NUCLEO-F446RE board
- Easy portability across different MCU families, thanks to STM32Cube
- Free, user-friendly license terms
STM32Cube function pack for multi sensors node with signal processing to enable predictive maintenance アクティブ- 製品型番 サプライヤ ダウンロード FP-IND-PREDMNT1 ST FP-SNS-ALLMEMS2 Key features
- Complete firmware to develop an IoT node with BLE connectivity, digital microphone, environmental and motion sensors
- Middleware libraries for sensor data fusion and accelerometer-based real-time activity recognition, acoustic source localization and beam forming, audio processing and streaming over BLE communication profile, and SD card data logging
- Compatible with STBLESensor application for Android/iOS, to perform sensor data reading, audio and motion algorithm feature demo, and firmware update over the air (FOTA)
- Implementation based on the use of an RTOS, targeting ultra-low power consumption use cases with battery operated devices
- Sample implementation available for STEVAL-BCNKT01V1, STEVAL-MKSBOX1V1 and STEVAL-STLKT01V1 evaluation boards and for X-NUCLEO-CCA02M1, X-NUCLEO-IKS01A2 (or X-NUCLEO-IKS01A3) and X-NUCLEO-IDB05A1 connected to a NUCLEO-F446RE or NUCLEO-L476RG board
- Easy portability across different MCU families, thanks to STM32Cube
- Free, user-friendly license terms
STM32Cube function pack for ultra-low power IoT node with BLE connectivity, digital microphone, environmental and motion sensors アクティブ- 製品型番 サプライヤ ダウンロード FP-SNS-ALLMEMS2 ST X-CUBE-BLE1 Key features
- Complete middleware to build Bluetooth low energy applications using BlueNRG-MS device
- Easy portability across different MCU families, thanks to STM32Cube
- Numerous examples to aid understanding:
- Support for Standard Profiles (Peripheral and Central)
- Support for Apple Notification Center Service (ANCS)
- Package compatible with STM32CubeMX, can be downloaded from and installed directly into STM32CubeMX
- Free, user-friendly license terms
Bluetooth Low Energy software expansion for STM32Cube アクティブ- 製品型番 サプライヤ ダウンロード X-CUBE-BLE1 ST X-NUCLEO-CCA02M1説明 :
Digital MEMS microphones expansion board based on MP34DT01-M for STM32 Nucleo.Price (US$)*
16.0FP-IND-PREDMNT1説明 :
STM32Cube function pack for multi sensors node with signal processing to enable predictive maintenancePrice (US$)*
-製品型番 サプライヤ ダウンロード FP-IND-PREDMNT1 ST FP-SNS-ALLMEMS2説明 :
STM32Cube function pack for ultra-low power IoT node with BLE connectivity, digital microphone, environmental and motion sensorsPrice (US$)*
-製品型番 サプライヤ ダウンロード FP-SNS-ALLMEMS2 ST X-CUBE-BLE1説明 :
Bluetooth Low Energy software expansion for STM32CubePrice (US$)*
-製品型番 サプライヤ ダウンロード X-CUBE-BLE1 ST - 3-axis MEMS accelerometer:
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Implementation of a smart industrial sensor node is easily achievable with the STEVAL-BFA001V1B.
An industrial sensor shape form factor PCB featuring our 10-years longevity sensors for the industrial market and a powerful software package where ready-to-use software examples for FFT are available.
Features
- 3-axis MEMS accelerometer:
- time domain: speed RMS and acceleration peak
- frequency domain: up to 3 kHz FFT with programmable size, averaging, overlapping and windowing
- MEMS microphone:
- sound pressure level (SPL)
- up to 20kHz FFT with pre-defined averaging and windowing
- Pressure, relative humidity and temperature monitoring
- Configurable thresholds for key parameters
- Data logging through UART and PC hyper terminal
Solution Components
製品型番 概要 ステータス Core Products Price (US$)* Order / DownloadSTEVAL-BFA001V1B Key features
- Compact solution for condition monitoring and predictive maintenance based on 3D digital accelerometer, environmental and acoustic MEMS sensors
- Main supply voltage: 18 V - 32 V
- Main components:
- 32-bit ARM® Cortex® -M4 core for signal processing and analysis (STM32F469AI)
- iNEMO 6DoF (ISM330DLC)
- Absolute digital pressure sensor (LPS22HB)
- Relative humidity and temperature sensors (HTS221)
- Digital microphone sensors (MP34DT05-A)
- IO-Link PHY device (L6362A)
- EEPROM (M95M01-DF) for data storage
- Step-down switching regulator and LDO regulator (L6984 and LDK220)
- Complete set of firmware demo examples based on 3D accelerometer library with advanced frequency and time domain signal processing for predictive maintenance, including:
- Programmable FFT size (512, 1024, 2048)
- Programmable FFT averaging
- Programmable overlapping
- Programmable windowing (Flat Top, Hanning, Hamming)
- Speed RMS moving average, acceleration max. peak
- Programmable threshold for warning and alarm conditions in spectral band
- Microphone algorithms for:
- PDM to PCM
- Sound pressure
- Audio FFT
- IO-Link PHY using the L6362A Device transceiver for data communication with host unit
- M12 industrial connector
- SWD connector for debugging and programming capability
- リセットボタン
- Expansion connector with GPIO, ADC, I2C bus
- Designed to meet IEC industrial standard requirements
- WEEE compliant
- RoHS compliant
Predictive maintenance kit with sensors and IO-Link capability アクティブHTS221, ISM330DLC, LP25HB, M95M01-DF, MP34DT05-A, L6362A 117.60 購入 FP-IND-PREDMNT1 Key features
- Complete firmware to develop a sensor node for condition monitoring and predictive maintenance applications, featuring digital or analog microphone, environmental and motion sensors, and performing real-time monitoring of parameters and equipment status via:
- user terminal by UART (available for the STEVAL-IDP005V1 evaluation board included in the STEVAL-BFA001V1B kit)
- Wi-Fi connectivity (available for the STEVAL-STWINCSV1 board included in the STEVAL-STWINKT1 kit)
- BLE connectivity (available for the NUCLEO-F446RE development board and the STEVAL-STWINKT1 kit)
- Signal processing (MotionSP) middleware for vibration analysis in time domain (speed RMS and acceleration peak) and frequency domain (FFT with programmable size, averaging, overlapping and windowing)
- PDM to PCM and sound pressure level (SPL) middleware for digital microphones (for NUCLEO-F446RE and STEVAL-BFA001V1B)
- Acoustic FFT Analysis for NUCLEO-F446RE and STEVAL-BFA001V1B
- Ultrasound FFT Analysis for STEVAL-STWINKT1
- Configurable alarm and warning thresholds for key parameters
- Data logging capability through mobile app or PC serial terminal
- Compatible with STBLESensor application for Android/iOS, to perform sensor data reading, audio and motion algorithm feature demo, and firmware update over the air (FOTA) (feature available only when using NUCLEO-F446RE and STEVAL-STWINKT1 with BLE connectivity)
- Compatible with DSH-PREDMNT web-based predictive maintenance dashboard for monitoring sensor data and device status (feature available only when using the STEVAL-STWINKT1 with the STEVAL-STWINWFV1 Wi-Fi adapter)
- Sample implementation available for the STEVAL-BFA001V1B and STEVAL-STWINKT1 kits
- Sample implementation available for X-NUCLEO-CCA02M1, X-NUCLEO-IKS01A3 or X-NUCLEO-IKS01A2, STEVAL-MKI182V2 (DIL24 based on ISM330DLC) and X-NUCLEO-IDB05A1 connected to a NUCLEO-F446RE board
- Easy portability across different MCU families, thanks to STM32Cube
- Free, user-friendly license terms
STM32Cube function pack for multi sensors node with signal processing to enable predictive maintenance アクティブ- 製品型番 サプライヤ ダウンロード FP-IND-PREDMNT1 ST FP-IND-PREDMNT1説明 :
STM32Cube function pack for multi sensors node with signal processing to enable predictive maintenancePrice (US$)*
-製品型番 サプライヤ ダウンロード FP-IND-PREDMNT1 ST - 3-axis MEMS accelerometer:
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| 製品型番 | 概要 | |
|---|---|---|
| X-NUCLEO-IKS01A2 | Motion MEMS and environmental sensor expansion board for STM32 Nucleo |
Quick view
Key Features
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| STEVAL-BFA001V1B | Predictive maintenance kit with sensors and IO-Link capability |
Quick view
Key Features
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| STEVAL-STWINKT1 | STWIN SensorTile Wireless Industrial Node development kit and reference design for industrial IoT applications |
Quick view
Key Features
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| STEVAL-STWINWFV1 | Wi-Fi expansion for the SensorTile Wireless Industrial Node (STWIN) kit |
Quick view
Key Features
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| STEVAL-IDP004V1 | IO-Link master multi-port evaluation board based on L6360 |
Quick view
Key Features
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Motion MEMS and environmental sensor expansion board for STM32 Nucleo
Predictive maintenance kit with sensors and IO-Link capability
STWIN SensorTile Wireless Industrial Node development kit and reference design for industrial IoT applications
Wi-Fi expansion for the SensorTile Wireless Industrial Node (STWIN) kit
IO-Link master multi-port evaluation board based on L6360
ソフトウェア製品
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写真 Part number 製造元 概要 
DSH-PREDMNT ST Cloud based web application for condition monitoring and predictive maintenance 
STSW-STWINKT01 ST Firmware for STEVAL-STWINKT1 evaluation kit for predictive maintenance, smart industry, IoT and remote monitoring applications 製品型番Cloud based web application for condition monitoring and predictive maintenance
Firmware for STEVAL-STWINKT1 evaluation kit for predictive maintenance, smart industry, IoT and remote monitoring applications
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写真 Part number 製造元 概要 
FP-IND-PREDMNT1 ST STM32Cube function pack for multi sensors node with signal processing to enable predictive maintenance 製品型番STM32Cube function pack for multi sensors node with signal processing to enable predictive maintenance
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