使用一阶加时延模型进行过程识别的教学经验

IF 2 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Applications in Engineering Education Pub Date : 2024-09-03 DOI:10.1002/cae.22794
Nourdine Aliane
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引用次数: 0

摘要

本文介绍了过程识别的教学框架,将理论概念与实际实验练习相结合,尤其侧重于一阶加时延模型的识别。我们的方法强调引导学生完成系统识别过程中的各个阶段,即掌握数据采集和预处理、识别和验证阶段以及方法比较等技术。实验任务分为三个不同的阶段:使用模拟数据的初步预实验任务、使用实验设备的实践操作以及撰写作业报告和口头报告。对学生学习成果的评估采用详细的评分标准。焦点小组访谈的反馈表明,大多数学生对均衡的内容表示赞赏,并强调了理论概念与实际应用之间的紧密联系。
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Teaching experience for process identification using first‐order‐plus‐time‐delay models
This paper introduces an instructional framework for process identification, combining theoretical concepts with practical laboratory exercises, focusing particularly on the identification of first‐order‐plus‐time‐delay models. Our methodology emphasizes guiding students through the various stages involved in the system identification process, namely mastering techniques, such as data acquisition and preprocessing, identification and validation stages, and method comparison. The laboratory assignment is structured into three distinct stages: an initial prelab task working with simulated data, the hands‐on work with laboratory equipment, and the assignment report writing and oral presentation. The assessment of students' learning outcomes is conducted using a detailed rubric. Feedback from a focus group interview indicates that the majority of students appreciated the well‐balanced content, highlighting a strong link between theoretical concepts and practical application.
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来源期刊
Computer Applications in Engineering Education
Computer Applications in Engineering Education 工程技术-工程:综合
CiteScore
7.20
自引率
10.30%
发文量
100
审稿时长
6-12 weeks
期刊介绍: Computer Applications in Engineering Education provides a forum for publishing peer-reviewed timely information on the innovative uses of computers, Internet, and software tools in engineering education. Besides new courses and software tools, the CAE journal covers areas that support the integration of technology-based modules in the engineering curriculum and promotes discussion of the assessment and dissemination issues associated with these new implementation methods.
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