CREATOR Case: Induction Motor Data

In this repository, we are providing the machine design parameters and the experimental results of an induction motor (IM). This motor is one of the CREATOR [1] test case motors. As verification and validation of models has become increasingly important, so has the need for the availability of data to allow for verification and validation of models, as well as the reproducibility and reusability of results. We developed the set of machine data for the multifaceted analysis. This allows the users to analyse both steady state and transient investigations as we are providing the measured low-frequency equivalent circuit parameters as well as comprehensive measurement results on six different drive cycles. This package of data provides all the required information in terms of design parameters and measurement results to facilitate their use as a validation and benchmarking tool for different modeling approaches, beyond the specific quantitative results as obtained from singular analyses. We thereby also contribute to increasing the availability of results in the field of electric machines that follow the FAIR (Findability, Accessibility, Interoperability, and Reusability) principles, which enables transparency and reproducibility of research knowledge.

[1] The Computational Electric Machine Laboratory, Collaborative Research Centre CREATOR (CRC -- TRR361/F90) at TU Darmstadt, TU Graz, and JKU Linz is all about research and collaboration in various machine fields to enhance the machine design, analysis, and performance. With more than twenty research projects in four different areas of electromagnetics, fluid mechanics, numeric optimization, and also including the research data management, we try to address all the relevant aspects of a machine, e.g., shape and topology, time-dependent operating cycles, complex material behaviour, uncertainties and robustness, new cooling techniques to push thermal limits, noise and vibrations, and various key performance indicators.

本数据集仓库中，我们公开了某台感应电机（Induction Motor, IM）的设计参数与实验结果。该电机为CREATOR[1]测试案例电机之一。

随着模型验证与确认工作的重要性日益凸显，能够支撑模型验证与确认、同时保障研究结果可复现与可复用的公开数据集的需求也愈发迫切。我们针对多维度分析构建了该套电机数据集，其中包含实测低频等效电路参数，以及六种不同驱动工况循环的完整测试结果，可支持用户开展稳态与瞬态工况分析。

本数据集涵盖设计参数与测试结果等全部必要信息，可作为不同建模方法的验证与基准测试工具，而非仅局限于单次分析得到的单一量化结果。借此，本数据集也助力提升电机领域研究成果的公开可得性，遵循FAIR（Findability, Accessibility, Interoperability, and Reusability，可发现性、可访问性、互操作性与可复用性）原则，保障研究成果的透明性与可复现性。

[1] 达姆施塔特工业大学（TU Darmstadt）、格拉茨工业大学（TU Graz）与林茨约翰内斯·开普勒大学（JKU Linz）的计算电机实验室隶属于CREATOR合作研究中心（CRC -- TRR361/F90），该中心聚焦多领域电机相关研究与合作，旨在优化电机设计、分析方法与运行性能。该中心在电磁学、流体力学、数值优化与研究数据管理四大领域开展了二十余项研究项目，致力于覆盖电机设计的全维度相关问题，包括形状与拓扑结构、时变运行循环、复杂材料特性、不确定性与鲁棒性、突破热极限的新型冷却技术、噪声与振动，以及各类关键性能指标。

搜集汇总

背景与挑战

背景概述

该数据集提供了一台感应电机的设计参数和实验测量结果，旨在支持电机模型的验证、基准测试及研究可重复性。它包含稳态和瞬态分析所需的数据，如低频等效电路参数和多个驱动循环的测量，遵循FAIR原则以确保数据的可访问和重用。