Chiller operation data set

The ASHRAE RP-1043 dataset comes from a research project by the American Society of Heating, Refrigerating, and Air-Conditioning Engineers (ASHRAE) and focuses on the fault diagnosis of chillers. It records the operating parameters of chillers under different fault conditions, including temperature, pressure, and flow. This data supports researchers in developing and applying various fault diagnosis algorithms. The RP-1043 dataset covers multiple types of chiller faults, with corresponding operational data for each fault type. The dataset structure typically includes multiple features (such as temperature, pressure, and flow) and a label indicating the fault type, making it suitable for training and testing fault diagnosis models.

ASHRAE RP-1043数据集（ASHRAE RP-1043 Dataset）源自美国供热、制冷与空调工程师学会（American Society of Heating, Refrigerating, and Air-Conditioning Engineers, ASHRAE）的一项研究项目，聚焦于冷水机组的故障诊断。该数据集记录了不同故障工况下冷水机组的运行参数，涵盖温度、压力、流量等维度，可为研究人员开发与应用各类故障诊断算法提供数据支撑。RP-1043数据集覆盖了多种类型的冷水机组故障，且每种故障类型均配有对应的运行数据。其标准数据结构通常包含多类特征（如温度、压力、流量）以及用于标识故障类型的标签，非常适用于故障诊断模型的训练与测试。

搜集汇总

背景与挑战

背景概述

该数据集是ASHRAE RP-1043项目的一部分，专注于冷水机组的故障诊断，记录了在不同故障条件下的运行参数，包括温度、压力和流量。数据集结构包含多个特征和故障类型标签，适用于开发和测试故障诊断算法，支持机器学习应用。