infinite-dataset-hub/VibrationDescriptorSet

‘VibrationDescriptorSet’数据集包含了从各种机械系统中提取的振动信号及其相应的描述性文本对。每个数据条目包括一个振动信号样本、一个表示信号来源机械系统类型的标签（例如：发动机、电机、激光切割机、液压机、离心机），以及一个描述性文本对，其中包含振动的一般描述和与标签系统相关的具体特征。这些描述性文本对旨在用于模式识别任务，以增强对振动信号的理解，特别是异常检测。

The VibrationDescriptorSet dataset consists of vibration signals extracted from various mechanical systems and their corresponding descriptive text pairs. Each entry includes a vibration signal sample, a label indicating the type of mechanical system (e.g., Engine, Motor, Laser Cutter, Hydraulic Press, Centrifuge), and a descriptive text pair that includes a general description of the vibration and specific characteristics associated with the labeled system. The descriptive text pairs are intended for use in pattern recognition tasks to enhance the understanding of vibration signals, especially for anomaly detection.