arXivDaily arXiv每日学术速递 周一至周五更新
arXiv周末暂无论文更新,休息一下吧,周末愉快~~

从数据到结构:黑箱RC电路中经验表征的构建、失效与重构

From data to structure: Construction, breakdown, and reconstruction of an empirical representation in a black-box RC circuit

Kazumasa Kushida

arXiv 2609.08792首次发表:更新:

发表机构

Osaka Kyoiku University(大阪教育大学)

机构由 AI 辅助整理,请以论文原文为准。

AI 中文总结

该活动通过黑箱RC电路实验,引导学生从数据构建经验表征,并经历其失效与重构,强调表征需明确有效域,理论可事后引入以解释物理意义。

AI 中文摘要

在基础物理实验室中,一个核心教学目标是帮助学生从实验数据中构建、评估和修正数学表征,而非直接应用给定公式。我们提出了一项引导式的数据驱动活动,其中RC电路被视为一个通过可观测的输入-输出关系定义的黑箱。提供了实验和图形化操作步骤,而标准RC电路理论最初不予给出。学生首先检查在不同标称R和C值下获得的放电数据。他们使用T=t/RC重新标度时间,并比较不同电路条件下的归一化电压v=V/E,使放电数据更接近一条共同轨迹。通过绘制lnv对T的图形进行线性化,为提出经验表征提供了基础,并允许将RC解释为一个时间尺度,而非先验地赋予该含义。当针对放电提出的表征用充电数据进行检验时,尽管数据仍按T组织,但对数线性关系丧失。用距稳态的距离1-v替换v,线性关系得以恢复,由此产生的线性关系为提出修正的充电表征提供了基础。该活动利用一个熟悉的物理系统,使表征的构建、失效和重构在实验上变得明确。它还强调,经验表征必须附带指定的有效域,并且标准电路理论可以在事后引入,以解释从表征约束中涌现的物理意义。

英文摘要

In introductory physics laboratories, a central instructional goal is to help students construct, evaluate, and revise mathematical representations from experimental data rather than apply given formulas. We present a guided data-driven activity in which an RC circuit is treated as a black box defined through observable input-output relations. Experimental and graphical procedures are provided, while standard RC circuit theory is initially withheld. Students first examine discharging data obtained under different nominal values of R and C. They rescale time using T=t/RC and compare the normalized voltage v=V/E across circuit conditions, bringing the discharging data closer to a common trajectory. Graphical linearization through a plot of lnv versus T provides a basis for proposing an empirical representation and allows RC to be interpreted as a time scale rather than being assigned that meaning a priori. When the representation proposed for discharging is tested with charging data, logarithmic linearity is lost despite the continued organization of the data by T. Replacing v with the distance from the steady state, 1-v, restores linearity, and the resulting linear relation provides a basis for proposing a revised representation for charging. The activity thus uses a familiar physical system to make representation construction, breakdown, and reconstruction experimentally explicit. It also emphasizes that an empirical representation must be accompanied by a specified domain of validity and that standard circuit theory can be introduced a posteriori to interpret the physical meanings that emerge from representational constraints.

Comments38 pages, 3 figures. Substantially revised and retitled version of an earlier preprint posted on Jxiv (https://doi.org/10.51094/jxiv.4885). Expanded instructional framing and Supplementary Materials on implementation, instructor guidance, student outcomes, and informal classroom observations

论文原文

arXiv 摘要页 · PDF 原文 · HTML 原文

↑