Autonomous Modeling of Machine Behavior Approach for Autonomously Modeling the Dynamic Behavior of Milling Machines and Potentials of this Approach in Industry

被引：0

作者：

Oexle F. ^{[1
]}

Netzer M. ^{[2
]}

Deiters L. ^{[1
]}

Puchta A. ^{[1
]}

Fleischer J. ^{[1
]}

机构：

[1] Karlsruher Institut für Technologie (KIT), Wbk Institut für Produktionstechnik, Kaiserstraße 12, Karlsruhe

[2] Rolls-Royce Power Systems AG, Friedrichshafen

来源：

ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb | 2024年 / 119卷 / 05期

关键词：

Autonomous Machine; Dynamic Behavior; Industry; 4.0; Machine Tool; Modeling;

D O I：

10.1515/zwf-2024-1054

中图分类号：

学科分类号：

摘要：

The shortage of skilled workers is a major challenge facing companies in Germany today. To address this issue, intelligent machines will need to support employees in the future, with a particular focus on self-optimization. For that an approach that enables a milling machine to autonomously model its own dynamic behavior is presented in this article. In addition, a well-known company demonstrates how important the industrial implementation of such approaches is. © 2024 Walter de Gruyter GmbH, Berlin/Boston, Germany.

引用

页码：318 / 323

页数：5

共 50 条

[21] Utilizing Modeling Approach Patterns in the Embedded Software Industry
Akdur, Deniz
Demirors, Onur
2019 8TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING (MECO), 2019, : 218 - 222
[22] Integrated modeling method for dynamic behavior of ancient pagodas
Yuan, Jianli
Yao, Ling
Li, Shengcai
Abruzzese, Donato
STRUCTURAL ANALYSIS OF HISTORIC CONSTRUCTION: PRESERVING SAFETY AND SIGNIFICANCE, VOLS 1 AND 2, 2008, : 393 - +
[23] A Practical Approach to Modeling and Identification of Small Autonomous Surface Craft
Caccia, Massimo
Bruzzone, Gabriele
Bono, Riccardo
IEEE JOURNAL OF OCEANIC ENGINEERING, 2008, 33 (02) : 133 - 145
[24] A new phenomenological approach for modeling strain hardening behavior of face centered cubic materials
Mishra, Sumeet
Yadava, Manasij
Kulkarni, Kaustubh N.
Gurao, N. P.
ACTA MATERIALIA, 2019, 178 : 99 - 113
[25] The "DBN" model: A thermo-visco-elasto-plastic approach for pavement behavior modeling
Olard, F
Di Benedetto, H
2005 Journal of the Association of Asphalt Paving Technologists: From the Proceedings of the Technical Sessions, Vol 74, 2005, 74 : 791 - 827
[26] Towards Accountable Mobility Model: A Language Approach on User Behavior Modeling in Office WLAN
Zhu, Jiang
Zhang, Ying
2011 20TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN), 2011,
[27] A GENERAL APPROACH FOR DYNAMIC MODELING OF PHYSIOLOGICAL TIME SERIES
Pfeifer, M.
Lenis, G.
Doessel, O.
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2013, 58
[28] A GENERAL APPROACH FOR DYNAMIC MODELING OF PHYSIOLOGICAL TIME SERIES
Pfeifer, M.
Lenis, G.
Doessel, O.
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2013, 58
[29] A Multiple Model Approach to Modeling Based on Fuzzy Support Vector Machines
冯瑞
张艳珠
宋春林
邵惠鹤
Journal of Shanghai Jiaotong University, 2003, (02) : 137 - 141
[30] Novel Modeling Approach for Voltage Distribution within Automotive Electrical Machines
Hanisch, Lucas
Sun, Mingyuan
Henke, Markus
2020 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES (ICEM), VOL 1, 2020, : 2196 - 2201

← 1 2 3 4 5 →