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SL-PREDMNT-E2C

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A Condition monitoring cloud gateway solution, using smart sensor nodes and edge processing

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Solution Description

This solution combines specific ST motion and environmental sensors and the performance STM32F4 MCU and STM32MP157 MPU in a Condition Monitoring and Predictive Maintenance framework that connects multiple sensor nodes to a central data lake such as a Cloud service.

Critical vibration data from the three axes ISM330DLC IMU is processed locally on the STM32F4 microcontroller to generate frequency and time domain data, while the LPS22HB and HTS221 sensors provide temperature, pressure and humidity data. The data from up to four sensor nodes are routed through a concentrator to an Edge gateway node based on the STM32MP157 where all the data is consolidated for subsequent processing on server-based or cloud-based systems.

In order to expose the potential of a cloud-based solution, we provide a Predictive Maintenance Dashboard application from which Edge gateway nodes running the AWS IoT Greengrass service and AWS IoT core can be provisioned, so that condition monitoring sensor data can be plotted and triggers can be configured as part of your end-to-end Predictive Maintenance solution.

Key Product Benefits

ISM330DLC -inertial measurement unit

This iNEMO inertial measurement unit is well suited to vibration monitoring in industrial environments. It is a highly robust package that offers comparable accuracy with piezoelectric sensors and high speed signal transmission along dedicated paths, as well as ultra-low power consumption.

STM32F4 - MCU with DSP capability

The STM32F4 series microcontroller is chosen for its digital signal processing capabilities and clock speeds in order to manage the very high data rates streaming in from the vibration and environmental sensors.

LPS22HB and HTS221 - environmental sensors

The LPSSHB digital pressure and HTS221 relative humidity and temperature sensors complete the data requirements for a comprehensive condition monitoring scenario.

STM32MP157 - MPU as gateway node

The dual core STM32MP157 microprocessor provides a full computing environment hosting the applications to manage data routed from multiple monitoring nodes. Here, the data can be stored, processed and queued while the same microprocessor manages connectivity handshakes and transmission schedules with centralized condition monitoring and predictive maintenance systems.

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すべての機能
Vibration monitoring data in the form of vibration speed (RMS), peak acceleration, and FFTs performed by STM32 MCU core on data acquired from ST industrial accelerometer.

Temperature, humidity and pressure data from ST environmental sensors.

Condition monitoring software support demonstrating Edge node processing in communication with a Cloud application via a secure gateway.

End-to-end communication framework allowing Condition Monitoring platform to develop into a Predictive Maintenance solution.

Further processing potential on Edge node with AWS IoT Greengrass and Lambda functions.

Cloud Dashboard to register and provision the devices, configure a gateway for Edge processing, assign a gateway to a group of devices, analyze real time and historical data, and set thresholds to trigger alerts for specific conditions.
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$367.0

Estimated cost

The architecture we propose is based on an STEVAL-IDP004V1 master board and up to four STEVAL-BFA001V1B smart sensor nodes, which export the following condition monitoring data over a serial protocol:

environmental pressure, humidity, and temperature data
time and frequency domain vibration data from the embedded accelerometer, processed by STM32F4 microcontroller

The Edge node collects environmental data and FFT data from accelerometers processed by the STEVAL-BFA001V1B kit, which is then sent via MQTT over Ethernet or Wi-Fi to the DSH-PREDMNT dashboard based on the AWS infrastructure.

The data is collected and further processed in an Edge gateway consisting of an STM32MP157C-DK2 kit running X-LINUX- PREDMNT software, which includes the AWS IoT Greengrass service.

The DSH-PREDMNT dashboard completes the journey with a web-based tool to manage device provisioning, configuration, data injection and analysis, and simple thresholds for anomaly detection from a centralized Cloud service.

The AWS IoT Greengrass Edge Computing service allows local computation of Lambda functions on Edge gateway nodes with the same logic available on the Cloud to ensure continuity even when connection to the Cloud is unavailable; shadow devices on the Cloud are automatically synchronized with the Edge nodes as soon as connection is re-established.

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製品型番	概要	Marketing Status	ダウンロード
DSH-PREDMNT	Cloud based web application for condition monitoring and predictive maintenance	Active	Go to site
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You will not have the right or authority to, and shall not, assume or create any obligation of any nature whatsoever on behalf of ST and its Affiliates or bind ST and its Affiliates in any respect whatsoever. You and ST are independent parties and nothing in this PLLA shall be construed as making You an employee, agent or legal representative of ST. This PLLA contains the entire and sole agreement between You and ST on the subject matter of this PLLA, and supersedes all representations, undertakings and agreements previously made between You and ST and/or its Affiliates and shall prevail over the terms and conditions set forth in any document from You with respect to the subject matter of this PLLA. Any amendment to this PLLA shall be agreed in writing and duly signed by You and ST or signed solely by You on the format proposed by ST and shall make reference to this PLLA. 11. APPLICABLE LAW This PLLA is governed by the laws of Switzerland, without regard to its conflict of law rules. All disputes or questions arising out of or in connection with this PLLA shall be finally settled by the competent courts of Geneva, Switzerland. Notwithstanding the aforesaid, nothing in this PLLA shall prevent ST from seeking any interim or final injunctive or equitable relief by a court of competent jurisdiction. Save as PDF 拒否同意
STM32 MPU OpenSTLinux Expansion Pack for Predictive Maintenance application	STM32 MPU OpenSTLinux Expansion Pack for Predictive Maintenance applications	Active	Go to site

All Evaluation Features

STEVAL-BFA001V1B
Optimized form factor: 50mm x 9mm x 9mm
Designed to meet IEC61000-4-2/4 and EN60947 requirements for industrial applications
Main supply voltage: 18 V - 32 V
IO-Link PHY using the L6362A Device transceiver for data communication with host unit
M12 industrial connector
SWD connector for debugging and programming capability
Reset button
Expansion connector with GPIO, ADC, I2C bus
Designed to meet IEC industrial standard requirements
WEEE compliant
RoHS compliant
STEVAL-IPD004V2
Master IO-Link stack embedded with read out protection
Limitation of time of use (10000 minutes)
Fully compatible with all IO-Link devices
Main supply voltage 32 V maximum
4 L6360 IO-Link master transceiver ICs
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
STM32MP157DK-2
4-Gbit DDR3L, 16 bits, 533 MHz
1-Gbps Ethernet (RGMII) compliant with IEEE-802.3ab
USB OTG HS
Audio codec
4 user LEDs
2 user and reset push-buttons, 1 wake-up button
V / 3 A USB Type-CTM power supply input (not provided)
Board connectors: Ethernet RJ454 × USB Host Type-AUSB Type-CTM DRPMIPI DSISMHDMI®Stereo headset jack including analog microphone input microSDTM cardGPIO expansion connector (Raspberry Pi® shields capability)ARDUINO® Uno V3 expansion connectors
On-board ST-LINK/V2-1 debugger/programmer with USB re-enumeration capability: Virtual COM port and debug port
4" TFT 480×800 pixels with LED backlight, MIPI DSISM interface, and capacitive touch panel
Wi-Fi® 802.11b/g/n
Bluetooth® Low Energy 4.1
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MEMS and Sensors

製品型番	概要
HTS221	Capacitive digital sensor for relative humidity and temperature
ISM330DLC	iNEMO inertial measurement unit (IMU): 3D accelerometer and 3D gyroscope with digital output for industrial applications
LPS22HB	MEMS nano pressure sensor: 260-1260 hPa absolute digital output barometer

製品型番

HTS221

Capacitive digital sensor for relative humidity and temperature

ISM330DLC

iNEMO inertial measurement unit (IMU): 3D accelerometer and 3D gyroscope with digital output for industrial applications

LPS22HB

MEMS nano pressure sensor: 260-1260 hPa absolute digital output barometer

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技術文書

製品スペック

	概要	バージョン	サイズ	アクション
	DB4084 Edge processing enabling Condition Monitoring and Predictive Maintenance: quick start for end to end architecture based on wired Smart Sensor Nodes and Gateway	2.0	1.28 MB	PDF

DB4084

Edge processing enabling Condition Monitoring and Predictive Maintenance: quick start for end to end architecture based on wired Smart Sensor Nodes and Gateway

PDF

アプリケーションノート

	概要	バージョン	サイズ	アクション
	AN5472 How to work with LPWAN cellular connectivity on STEVAL-STWINKT1 for cloud condition-based monitoring applications	1.1	2.59 MB	PDF

AN5472

How to work with LPWAN cellular connectivity on STEVAL-STWINKT1 for cloud condition-based monitoring applications

PDF

ユーザマニュアル

	概要	バージョン	サイズ	アクション
	UM2639 How to use the STM32 MPU OpenSTLinux Expansion Pack for Predictive Maintenance	2.0	1.17 MB	PDF

UM2639

How to use the STM32 MPU OpenSTLinux Expansion Pack for Predictive Maintenance

PDF

Presentations & Training Material

プレゼンテーション

	概要	バージョン	サイズ	アクション
	DSH-PREDMNT GETTING STARTED	1.0	5.01 MB	PDF

DSH-PREDMNT GETTING STARTED

PDF

開発環境

Cloud

画像	製品型番	製造者	概要
	AWS IoT Core	AWS	AWS IoT Core is a managed cloud service that lets connected devices easily and securely interact with cloud applications and other devices

製品型番

AWS IoT Core

AWS IoT Core is a managed cloud service that lets connected devices easily and securely interact with cloud applications and other devices

ソフトウェア製品

評価ツール･ソフトウェア

画像	製品型番	製造者	概要
	DSH-PREDMNT	ST	Cloud based web application for condition monitoring and predictive maintenance

製品型番

DSH-PREDMNT

Cloud based web application for condition monitoring and predictive maintenance

MCU & MPU組込みソフトウェア

画像	製品型番	製造者	概要
	X-LINUX-PREDMNT	ST	STM32 MPU OpenSTLinux Expansion Pack for Predictive Maintenance applications

製品型番

X-LINUX-PREDMNT

STM32 MPU OpenSTLinux Expansion Pack for Predictive Maintenance applications

評価ツール

Product Evaluation Tools

画像	製品型番	製造者	概要
	STM32MP157C-DK2	ST	Discovery kit with STM32MP157C MPU

製品型番

STM32MP157C-DK2

Discovery kit with STM32MP157C MPU

ソリューション用評価ボード

画像	製品型番	製造者	概要
	STEVAL-BFA001V1B	ST	Predictive maintenance kit with sensors and IO-Link capability
	STEVAL-IDP004V2	ST	IO-Link master multi-port evaluation board based on L6360

製品型番

STEVAL-BFA001V1B

Predictive maintenance kit with sensors and IO-Link capability

STEVAL-IDP004V2

IO-Link master multi-port evaluation board based on L6360

検索履歴

ブックマーク

SL-PREDMNT-E2C

A Condition monitoring cloud gateway solution, using smart sensor nodes and edge processing

Solution Description

Key Product Benefits

ISM330DLC -inertial measurement unit

STM32F4 - MCU with DSP capability

LPS22HB and HTS221 - environmental sensors

STM32MP157 - MPU as gateway node

すべての機能

Estimated cost

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All Evaluation Features

MEMS and Sensors

技術文書

Presentations & Training Material

開発環境

ソフトウェア製品

評価ツール