@article{da7a06d3158f44869ab3bf166fff962e,
title = "Development of temperature analysis environment for Cyber-Physical Systems on IoT platform: a study of dynamical properties under temperature change in machine tool spindle unit using carbon fiber reinforced plastics",
abstract = "Industrial networks with a database for collecting and analyzing machine information and process data are key components in production systems in Industry 4.0. In proposed IoT system, more than 300 temperature sensors were externally mounted on a carbon fiber reinforced plastics structured machine tool, and their information was collected through an OPC UA server. Based on impact tests, the spindle nose temperature was found to be correlated to the variation in compliance and resonant frequency. The carbon fiber reinforced plastics structured spindle shaft conducted heat quickly and induced a temperature increase after stopping spindle rotation. The IoT system of a temperature-analysis environment can contribute to experimental analysis and model construction for intelligent technologies.",
keywords = "Dynamics, Fiber reinforced plastic, Machine tools, Monitoring, Spindle, Thermal",
author = "Makoto Kato and Toru Kizaki and Tomofumi Uwano and Kazunori Iijima and Yasuhiro Kakinuma",
note = "Funding Information: The authors would like to thank the Japan Machine Tool Builders{\textquoteright} Association, JTEKT Corp., Makino Milling Machine Co., Ltd., Nakamura-Tome Co., Ltd., OKUMA Corp., and Yamazaki Mazak Corp. for their support. Part of this study was supported by a Grant-in-Aid for JSPS Fellows (Grant Number JP21J10977). Funding Information: The authors would like to thank the Japan Machine Tool Builders' Association, JTEKT Corp., Makino Milling Machine Co., Ltd., Nakamura-Tome Co., Ltd., OKUMA Corp., and Yamazaki Mazak Corp. for their support. Part of this study was supported by a Grant-in-Aid for JSPS Fellows (Grant Number JP21J10977). Publisher Copyright: {\textcopyright} 2022 The Authors. Published by Elsevier B.V.; 55th CIRP Conference on Manufacturing Systems, CIRP CMS 2022 ; Conference date: 29-06-2022 Through 01-07-2022",
year = "2022",
doi = "10.1016/j.procir.2022.05.179",
language = "English",
volume = "107",
pages = "1485--1490",
journal = "Procedia CIRP",
issn = "2212-8271",
publisher = "Elsevier BV",
}