STSPIN reference design for smart actuators combines motor control, sensing, and edge AI

STSPIN智能執(zhí)行器參考設(shè)計(jì)結(jié)合了電機(jī)控制、傳感和邊緣AI

The EVLSPIN32G4-ACT edge AI motor drive reference design simplifies the creation of smart actuators. This design is based on the STSPIN32G4, a 3-phase motor driver for advanced motor control systems. It is designed to work with ST's STWIN.box (STEVAL-STWINBX1), a wireless industrial sensor node, to fast-track the development of systems that merge precise motor control with real-time environmental data analysis and IoT connectivity.

EVLSPIN32G4-ACT邊緣AI電機(jī)驅(qū)動(dòng)參考設(shè)計(jì)簡(jiǎn)化了智能執(zhí)行器的創(chuàng)建。該設(shè)計(jì)基于STSPIN32G4，一個(gè)用于先進(jìn)電機(jī)控制系統(tǒng)的三相電機(jī)驅(qū)動(dòng)器。它旨在搭配意法半導(dǎo)體的STWIN.box (STEVAL-STWINBX1，一種無線工業(yè)傳感器節(jié)點(diǎn)）使用，以快速跟蹤系統(tǒng)開發(fā)進(jìn)度，從而實(shí)現(xiàn)精確電機(jī)控制與實(shí)時(shí)環(huán)境數(shù)據(jù)分析、物聯(lián)網(wǎng)連接的結(jié)合。

The EVLSPIN32G4-ACT brings together motor control advancements with data science to enable the creation of high-performance systems. It leverages the STWIN.box's sensors to monitor actuator engines, while its rapid data-logging capabilities facilitate the development of edge AI and machine learning solutions. This allows for comprehensive system monitoring, anomaly detection, and data-driven optimization.

EVLSPIN32G4-ACT電機(jī)控制最新成果與數(shù)據(jù)科學(xué)相結(jié)合，助力打造高性能系統(tǒng)解決方案。該開發(fā)板充分利用STWIN.box的傳感器進(jìn)行執(zhí)行器引擎監(jiān)測(cè)，其快速數(shù)據(jù)記錄功能為邊緣AI和機(jī)器學(xué)習(xí)解決方案的開發(fā)提供便利，從而實(shí)現(xiàn)全面的系統(tǒng)監(jiān)測(cè)、異常檢測(cè)和數(shù)據(jù)驅(qū)動(dòng)優(yōu)化都將成為可能。

At the core of the EVLSPIN32G4-ACT is the STSPIN32G4, which integrates a gate driver, power management, and the STM32G4 microcontroller. The board supports 3-phase motors up to 48V/5A and comes with software for connecting the sensor module, making it easier to start building applications. The STSPIN32G4 motor driver is perfect for a wide range of applications, from automation systems to robots, thanks to its compact size and low power consumption.

EVLSPIN32G4-ACT的核心器件是集成柵極驅(qū)動(dòng)器、電源管理模塊和STM32G4微控制器的STSPIN32G4芯片。該開發(fā)板支持高達(dá)48V/5A的三相電機(jī)驅(qū)動(dòng)，并配有用于連接傳感器模塊的軟件，顯著簡(jiǎn)化應(yīng)用開發(fā)流程。得益于緊湊尺寸和低功耗特性，STSPIN32G4電機(jī)驅(qū)動(dòng)器非常適合從自動(dòng)化系統(tǒng)到機(jī)器人的廣泛應(yīng)用。

The EVLSPIN32G4-ACT supports motors up to 250 W and includes various protection features, ensuring a minimal bill of materials and a small form factor. The design offers flexibility with multiple control methods and sensing configurations to suit diverse applications.

EVLSPIN32G4-ACT支持高達(dá)250 W的電機(jī)，并搭載了多種保護(hù)功能，同時(shí)確保了較低的材料成本和小巧的外形尺寸。該方案提供了多種控制方法和靈活的傳感配置，以適應(yīng)不同的應(yīng)用。

The STWIN.box module is ready for immediate use, featuring an ultra-low power STM32U5 microcontroller, Bluetooth®, Wi-Fi, and NFC transceivers, and a suite of industrial-grade MEMS sensors. The accompanying software includes a data-logging firmware, a Bluetooth® Low Energy application, and a Python SDK, which are ideal for designing edge AI and machine learning solutions.

STWIN.box模塊開箱即用，具有超低功耗STM32U5微控制器、Bluetooth®、Wi-Fi和NFC收發(fā)器，以及一套工業(yè)級(jí)的MEMS傳感器。其附帶的軟件包含數(shù)據(jù)記錄固件、Bluetooth®低功耗應(yīng)用和Python SDK，非常適合設(shè)計(jì)邊緣AI和機(jī)器學(xué)習(xí)解決方案。

Overall, the EVLSPIN32G4-ACT reference design enables the development of intelligent motion control devices, bringing AI to the forefront of industrial automation and smart appliance applications, enhancing smart actuation with fast, efficient data processing and decision-making capabilities.

總體而言，EVLSPIN32G4-ACT參考設(shè)計(jì)能夠開發(fā)智能運(yùn)動(dòng)控制設(shè)備，將AI帶入工業(yè)自動(dòng)化和智能家電應(yīng)用的前沿，并通過快速、高效的數(shù)據(jù)處理和決策能力來增強(qiáng)智能驅(qū)動(dòng)。