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墨西哥IEEE团队打造RoboMeshA:便携机器人AI教学平台进课堂

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在墨西哥瓜达拉哈拉,不少高中拥有热衷 STEM 教育的教师和有天分的学生,却苦于缺乏机器人实验室等先进设施,动手实践机会长期受限。来自瓜达拉哈拉耶稣会大学(ITESO)的一支团队正试图改变这一现状:依托 EPICS in IEEE 计划,15 名多学科背景的工程学生、教师顾问和 IEEE 瓜达拉哈拉分会志愿者共同开发了 RoboMeshA——一个便携式、一体化的机器人与 AI 教学平台,可将前沿技术体验直接带入普通教室。该计划由 IEEE 教育活动部管理,并获得 IEEE 机器人与自动化学会资助。

移动实验室:浏览器直连,免安装即用

RoboMeshA 的核心设计理念是"去基础设施化"。学校无需专门建造机房或安装复杂软件,平台本身即构成一个自包含的移动学习网络。学生只需通过浏览器直连平台,即可手动操控机器人,或利用其内置控制模式观察机器人移动、检测并规避障碍物。"RoboMeshA 把机器人和 AI 带给那些无法获得专业设施或预装软件的学生,"团队成员、IEEE 学生会员、ITESO 机电工程专业的 Fernando Vidal Luna 表示。

从技术构成看,该项目将机械设计、嵌入式系统、控制工程、计算机视觉和 AI 整合于单一机器人系统之中。教师顾问 Jorge A. Lizarraga 形容其"实质上是一座移动学习实验室"。团队成员 José S. González 补充道,年轻学生对技术、编程和机器人兴趣浓厚,却少有机会接触融合机械、电子、软件与控制的综合系统,RoboMeshA 让他们以直观可见的方式理解这些学科如何协同工作。

【关键数据】

- 团队规模: 15 人(学生、教师顾问与 IEEE 志愿者组成)

- 已建成平台数量: 2 台

- 多机协同能力: 最多 4 台机器人同时运行

- 合作验证学校: 2 所(CETI Colomos 与 Prepa ITESO)

- 学术成果: 2025 年 5 月发表论文及项目海报

RoboMeshA 教学平台演示

设计挑战:结构、防护与易用性的平衡

开发过程并非一帆风顺。Luna 透露,最大的挑战之一在于结构设计——不仅要让底盘容纳全部组件并保证足够的稳定性、刚度和重量分布,还要在保护电子器件的同时便于维护、测试和改装。González 则指出,让不同经验水平的学生都能上手使用同样困难。为此团队与 CETI Colomos 和 Prepa ITESO 两所高中合作,在真实课堂环境中验证平台:"我们希望学生第一次接触机器人时只需通电、连网、开始交互,而不是先经历软件安装、繁琐配置和排障,"González 说。

目前团队已建成两台原型,并正在开发模块化耦合框架以扩展系统在科研和课堂演示中的能力。得益于结构化的系统设计方法,各软件组件相互独立、内部依赖最小化,最多可支持四台 RoboMeshA 机器人协同运行。

社会影响:从课堂走向更大范围的推广蓝图

参与项目的许多学生来自 ITESO 应用专业项目计划,在项目管理、系统集成和以用户为中心的设计方面获得了实战训练。团队还于今年 5 月在耶稣会大学系统工程大会上发表了研究论文和项目海报。"看着设计从数字模型变成实体系统,这段经历弥足珍贵,"González 回忆道,"与不同背景的学生合作,教会我们倾听最终用户的真实需求。"

项目负责人、IEEE 会员 Luis Fernando Luque-Vega 对项目寄予更高期望:他希望 RoboMeshA 能成为工程教育的模板,被墨西哥乃至全球的学校、大学和 IEEE 学生分会采纳,作为技术创新与社区服务相结合的示范。当学生意识到自己开发的技术能够启发他人、改善生活时,工程的意义也随之放大。对于资源受限地区的 STEM 教育而言,这种低成本、可复制的移动实验室模式,或许正是一条务实可行的突围路径。


出处:Mexican EPICS in IEEE Team Builds Portable Educational Platform

英文原文
In Guadalajara, Mexico, many high schools have motivated teachers and talented students with an interest in science, technology, engineering, and mathematics, but they lack access to advanced tools such as robotics laboratories. The resources shortfall limits the students’ opportunities for hands-on learning on cutting-edge applications. A team from ITESO, Universidad Jesuita de Guadalajara , is working to change that. Through the EPICS in IEEE initiative, a multidisciplinary group of 15 engineering students, faculty advisors, and IEEE Guadalajara Section volunteers developed RoboMeshA. The portable, self-contained educational platform brings robotics and AI experiences into classrooms. EPICS is administered by IEEE Educational Activities and funded by the IEEE Robotics and Automation Society . A mobile laboratory Rather than requiring a school to build a dedicated computer lab or install complex software, RoboMeshA operates as an all-in-one mobile learning network. “RoboMeshA brings robotics and AI to students who don’t have access to specialized facilities or preinstalled software,” says team member Fernando Vidal Luna, an IEEE student member and a mechatronics engineering major at ITESO. Students connect directly to the platform from a user-friendly web browser. They can interact with the robot manually or use its control modes to watch it move and detect and avoid obstacles. “The project combines mechanical design, embedded systems, control engineering, computer vision, and AI into a single robotic system that functions as a mobile learning laboratory,” says faculty advisor Jorge A. Lizarraga . The team says young students are interested in technology, programming, and robotics but don’t have an opportunity to work with systems that combine mechanics, electronics, software, and control. “RoboMeshA allows students to see how all these disciplines work together in a tangible and understandable way,” says team member José S. González, who also is studying mechatronics engineering. The team has built two units and is developing a modular coupling framework to expand the system’s capabilities for research and classroom demonstrations. The structured system design approach connects independent software components while minimizing internal dependencies, enabling four RobotMeshA robots to operate together. Overcoming design challenges The team faced significant hurdles while designing the project. “One key challenge involved the robot’s structural design,” Luna says. “It wasn’t only about making a chassis where all the components fit and the design had sufficient stability, rigidity, and weight distribution. It was also about ensuring that the electronics were protected while still being accessible for maintenance, testing, and modifications.” “It was also challenging to design a platform that could be used by students with different levels of experience,” González adds. “When students realize the technology they develop can inspire others and improve lives, engineering becomes far more meaningful.” —Luis Fernando Luque-Vega The team partnered with the CETI Colomos and Prepa ITESO high schools to validate the platform in classroom settings. “We wanted the first interactions with the robot to be simple and intuitive,” González says, “such that students could simply power the robot, connect to its network, and begin interacting with it, rather than having to deal with software installation, extensive configuration, or troubleshooting.” Engineering with social impact Many of the students who participated were from ITESO’s applied professional projects program. The experience offered them practical training in project management, system integration, and user-centered design. The team also presented a research paper and a project poster in May at the Engineering Congress of the Jesuit University System . “Seeing a design move from a digital model to a physical system was invaluable,” González says. “Working with students from different backgrounds taught us to listen to end users and design for their actual needs.” Project lead Luis Fernando Luque-Vega , an IEEE member, says he’d like the venture to serve as a blueprint for engineering education. “I hope RoboMeshA is adopted by schools, universities, and IEEE student branches across Mexico and internationally as a model for integrating technical innovation with community engagement,” Luque-Vega says. By pairing engineering talent with community service, initiatives such as EPICS in IEEE demonstrate how targeted support can turn academic concepts into real-world solutions. “When students realize the technology they develop can inspire others and improve lives, engineering becomes far more meaningful,” Luque-Vega says. For more information on service-learning opportunities, visit the EPICS website .
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