AI驱动的电工电子实验教学改革与创新实践

AI-Driven Reform and Innovative Practice in Electrical and Electronic Experiment Teaching

  • 摘要: 电工电子实验教学是工科教育的核心实践环节,是学生理解电学原理、掌握工程方法、培养创新意识的重要载体。随着人工智能(AI)、大数据与教育信息化的快速发展,教育范式正经历由“经验驱动”向“智能驱动”的深刻转变。AI技术在智能识别、过程分析、虚拟仿真等领域的突破,为电工电子实验教学改革提供了技术支撑和创新契机。电工电子国家级实验教学示范中心(哈尔滨工业大学)秉持“以学生为中心,学生学习和发展成效驱动”的教育理念,以人工智能为驱动引擎,建设智能化实验资源、泛在化实验平台、全方位AI智能体和系列课程知识图谱,构建了自主性、个性化、泛在化的实验教学新生态。实践表明,改革有效提升学生的学习兴趣、实践能力、创新意识与数字素养,为工科实践教学的数字化与智能化改革提供了可推广的路径。

     

    Abstract: Electrical and Electronics Experimental Teaching serves as a core practical component in engineering education, functioning as a crucial vehicle for students to comprehend electrical principles, master engineering methodologies, and cultivate innovative thinking. With the rapid advancement of artificial intelligence (AI), big data, and educational informatization, the educational paradigm is undergoing a profound shift from “experience-driven” to “intelligence-driven” approaches. Breakthroughs in AI technologies, such as intelligent recognition, process analysis, and virtual simulation—have provided technical support and innovative opportunities for the reform of electrical and electronic experimental teaching. The National Demonstration Center for Experimental Electrical and Electronic Education (Harbin Institute of Technology), adhering to the educational philosophy of “student-centered, driven by student learning and developmental outcomes” has leveraged artificial intelligence as a driving force. Through the development of intelligent experimental resources, ubiquitous experimental platforms, comprehensive AI agents, and structured curriculum knowledge graphs, the center has established a new ecosystem for experimental teaching characterized by autonomy, personalization, and ubiquity. Practice has demonstrated that the reform effectively enhances students’ learning interest, practical skills, innovative awareness, and digital literacy, offering a replicable pathway for the digital and intelligent transformation of engineering practical education.

     

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