ST STM32Cube User manual

Quick Start Guide
STM32Cube function pack for STEVAL-PROTEUS1
evaluation kit for predictive maintenance application
based on artificial intelligence (AI)
(FP-AI-PDMWBSOC)
Version 2.0 (15, Jan 2023)

Agenda
1Hardware and Software overview
3Documents & Related Resources
4STM32 Open Development Environment: Overview
2
2Setup & Demo Examples

1- Hardware and Software overview

STEVAL –PROTEUS1
Hardware Overview
Industrial sensor evaluation kit for condition monitoring based on 2.4 GHz STM32WB5MMG module
The STEVAL-PROTEUS1 is an evaluation tool designed for temperature and vibration monitoring, based on a 2.4 GHz multiprotocol wireless SoC to address
machine or facility condition monitoring for industrial applications. All components are mounted exclusively on the top side of the PCB to ensure an easy mounting on
other equipment.
Key Features
•Kit content: the STEVAL-PROTEUS main board, LiPo battery 3.7 V, 480 mAh, plastic case and screws
•STEVAL-PROTEUS: STM32WB5MMG - ultra-low-power module, dual core 32-bit Arm Cortex-M4 MCU 64 MHz, Cortex-M0+
32 MHz for real-time radio layer, with 1 Mbyte of flash memory, 256kbyte SRAM, and 2.4GHz RF supporting Bluetooth® Low
Energy 5, 802.15.4, Zigbee 3.0, and Thread
•IIS3DWB - ultra-wide bandwidth up to 6 kHz, low noise, 3-axis digital accelerometer
•ISM330DHCX - iNEMO inertial module with machine learning core and finite state machine with digital output
•IIS2DLPC - high-performance ultra-low-power 3-axis digital accelerometer
•STTS22H - low-voltage, ultra-low-power, 0.5°C accuracy I²C/SMBus 3.0 temperature sensor
•Memory & Secure: 2Gb QSPI NOR flash memory for data storage, STSAFE-A110 - secure element
•Power: STBC02 -Li-Ion linear battery charger with LDO, ST1PS02 - step-down converter with digital voltage selection
•HMI: 3 push-buttons (Reset, User, Power-on with battery), 4 LEDs (three user LEDs, one STBC02 LED status)
•Flexible power supply options - LiPo battery, USB power, and primary battery
•Connectors: SWD connector for debugging and programming capability, 34-pin expansion connector compliant with STMOD+
Latest info available at:
https://www.st.com/en/evaluation-tools/steval-proteus1.html
Contains:
FCC ID: YCP-STM32WB5M001
IC: 8976A-STM32WB5M01
J3

FP-AI-PDMWBSOC
FW Architecture
5
Key Features
❑Complete firmware to acquire motion sensor data, process them for Anomaly Detection or
N-Class classification, in order to send the results to the STBLESensor mobile app and/or a
PC terminal console.
❑Embedded software, middleware and drivers
•FreeRTOS
•eLooM to enable modularity and code re-usability at application level
•STM32 WPAN
•NanoEdgeAI (NEAI) Anomaly Detection and N-Classification compiled libraries
❑Compatible with NanoEdge™AI Studio to enable AI-based solution
❑BLE application compatible with STBLESensor (Android and iOS), for the following tasks:
•Control and monitor the NEAI libraries execution
•Change the application libraries properties using a new dedicated setting page
•Bridging data to Microsoft Azure IoT Central Cloud
•Firmware upgrade via FUOTA.
❑NanoEdgeAI Anomaly Detection model storage (on embedded flash memory)
❑Utilities folder including:
•Bootloader to allow the BLE FUOTA
•HS_Datalog with FUOTA capability in binary format
•Batch files to launch python scripts to run DATALOG application and to convert
datasets
•BLE stack (Binary) for STM32WB coprocessor.

FP-AI-PDMWBSOC
Ecosystem
6
Complete turnkey solution from Datalog to Anomaly Detection and Classification status on Mobile App and up to Cloud
STEVAL-PROTEUS1 supported
in NanoEdgeAIStudio [v3.2.1]
Azure
IoT Central
CLO
UD

2- Setup & Demo Examples

Setup & Demo Examples
Software prerequisites
8
•STM32CubeProgrammer Software
•Download and install STM32CubeProgrammer
•FP-AI-PDMWBSOC
•Copy the .zip file content into a folder on your PC. The package will contain source code example
(Keil, IAR, STM32CubeIDE) based on STEVAL-PROTEUS
•ST BLE Sensor Application for Android (from v4.17.4) / iOS (from v4.17.3) to download
from Play Store / App Store
STEVAL-PROTEUS1 kit is not preprogrammed with FP-AI-PDMWBSOC
To update the firmware, please follow the instructions available in slide 14-17

9
Recommended
•1 STEVAL-PROTEUS1 evaluation kit
•1 Laptop/PC with Windows 7, 8 or 10
•1 USB micro-B cable to supply the sensor-board by PC
•1 smartphone with ST BLE Sensor App (Android or IOS)
Optional (just for debugging and programming)
•1 STLINK-V3MINI / V3MINIE
•1 USB micro-B cable to connect the STLINK-V3MINI / V3MINIE
USB micro-B
Cable
Setup & Demo Examples
Hardware prerequisites
STEVAL-PROTEUS
STLINK-V3MINI
STLINK-V3MINIE
ST BLE Sensor App

2.1- Setup Overview