Reduced-order modeling of modular, position-dependent systems with translating interfaces

IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Mechatronics Pub Date : 2024-06-24 DOI:10.1016/j.mechatronics.2024.103224
Robert A. Egelmeers , Lars A.L. Janssen , Rob H.B. Fey , Jasper W. Gerritsen , Nathan van de Wouw
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引用次数: 0

Abstract

Many complex mechatronic systems consist of multiple interconnected dynamical subsystems, which are designed, developed, analyzed, and manufactured by multiple independent teams. To support such a design approach, a modular model framework is needed to reduce computational complexity and, at the same time, enable multiple teams to develop and analyze the subsystems in parallel. In such a modular framework, the subsystem models are typically interconnected by means of a static interconnection structure. However, many complex dynamical systems exhibit position-dependent behavior (e.g., induced by translating interfaces) which cannot be captured by such static interconnection models. In this paper, a modular model framework is proposed, which allows to construct an interconnected system model, which captures the position-dependent behavior of systems with translating interfaces, such as linear guide rails, through a position-dependent interconnection structure. Additionally, this framework allows to apply model reduction on subsystem level, enabling a more effective reduction approach, tailored to the specific requirements of each subsystem. Furthermore, we show the effectiveness of this framework on an industrial wire bonder. Here, we show that including a position-dependent model of the interconnection structure (1) enables to accurately model the dynamics of a system over the operating range of the system and, (2) modular model reduction methods can be used to obtain a computationally efficient interconnected system model with guaranteed accuracy specifications.

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具有平移接口的模块化、位置相关系统的低阶建模
许多复杂的机电一体化系统由多个相互连接的动态子系统组成,这些子系统由多个独立团队进行设计、开发、分析和制造。为支持这种设计方法,需要一个模块化模型框架来降低计算复杂性,同时使多个团队能够并行开发和分析子系统。在这种模块化框架中,子系统模型通常通过静态互连结构相互连接。然而,许多复杂的动态系统会表现出与位置相关的行为(例如,由平移接口引起的行为),而这种静态互连模型无法捕捉到这些行为。本文提出了一种模块化模型框架,可以构建互连系统模型,通过与位置相关的互连结构捕捉具有平移接口的系统(如线性导轨)的与位置相关的行为。此外,该框架允许在子系统级别上应用模型缩减,从而实现更有效的缩减方法,满足每个子系统的特定要求。此外,我们还展示了这一框架在工业电线折弯机上的有效性。在此,我们展示了包含位置相关的互连结构模型(1)能够在系统运行范围内精确建立系统动态模型,以及(2)模块化模型缩减方法可用于获得计算效率高、精度规格有保证的互连系统模型。
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来源期刊
Mechatronics
Mechatronics 工程技术-工程:电子与电气
CiteScore
5.90
自引率
9.10%
发文量
0
审稿时长
109 days
期刊介绍: Mechatronics is the synergistic combination of precision mechanical engineering, electronic control and systems thinking in the design of products and manufacturing processes. It relates to the design of systems, devices and products aimed at achieving an optimal balance between basic mechanical structure and its overall control. The purpose of this journal is to provide rapid publication of topical papers featuring practical developments in mechatronics. It will cover a wide range of application areas including consumer product design, instrumentation, manufacturing methods, computer integration and process and device control, and will attract a readership from across the industrial and academic research spectrum. Particular importance will be attached to aspects of innovation in mechatronics design philosophy which illustrate the benefits obtainable by an a priori integration of functionality with embedded microprocessor control. A major item will be the design of machines, devices and systems possessing a degree of computer based intelligence. The journal seeks to publish research progress in this field with an emphasis on the applied rather than the theoretical. It will also serve the dual role of bringing greater recognition to this important area of engineering.
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