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Model-Based Systems Engineering Approach for an Indoor Multi-Usages System Development
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-12-30 DOI: 10.1002/inst.12469
Eric Razafimahazo, Pierre de Saqui-Sannes, Rob Vingerhoeds, Julien Soula, Romain Mège

This paper discusses the design of multi-usage systems able to perform various missions inside buildings, including inspection, digitization, monitoring of construction work, and evaluation of technical performances of the building. Designing such systems, carrying out various missions in different operational environments, is a complex task and requires adopting a well-defined engineering approach. A model-based systems engineering (MBSE) approach is proposed and applied to address the complexity of the indoor multi-usages system and to lead its development. The proposed method provides several complementary and comprehensive views of the system.

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引用次数: 0
Challenges in Developing a Method to Support the Adoption of a Model-Based Systems Engineering Methodology
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-12-30 DOI: 10.1002/inst.12463
Léa Kozak, Eric Bonjour, Frédérique Mayer, Jean-Pierre Micaëlli

To improve design performance and achieve sustainability, organisations are looking to change their systems engineering practices. A model-based systems engineering (MBSE) methodology provides a framework for integrating, associating, orchestrating, and connecting executable and interactive models. It improves early verification and validation of system specifications and architectures, as well as communication and collaboration between project stakeholders. In this sense, MBSE has a truly systemic aspect. The variables to be considered when designing a support strategy are numerous and multidimensional. As a result, this situation can lead to contradictions in the choice of actions to be implemented, or to paradoxes that are likely to slow down the progress of the deployment project with the engineers. Currently, there is no method to support teams in charge of a methodological transformation (for example, in MBSE) to facilitate the adoption of this methodology. This article identifies the main challenges involved in developing such a methodology.

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引用次数: 0
Early Validation of Functional Requirements
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-12-30 DOI: 10.1002/inst.12467
Yasmine Assioua, Rabea Ameur-Boulifa, Renaud Pacalet, Patricia Guitton-Ouhamou

Technical specifications and intended functionalities are often gathered in documents that include requirements written in constrained natural language, that is, natural-like language with restricted syntax. In the automotive industry one challenge is the ability to produce safe vehicles, emphasizing the importance of safety by design. In the framework of case studies based on functions of autonomous vehicles, we introduce a systematic process for building formal models from automotive requirements written in constrained natural language, and for verifying them. By allowing formal verification at the earliest stages of the development cycle our aim is to avoid the costly discovery of errors at later stages.

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引用次数: 0
FROM THE EDITOR-IN-CHIEF
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-12-30 DOI: 10.1002/inst.12459
William Miller
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引用次数: 0
Understanding the Indirect Effects of Interactive Systems Within Systems of Systems
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-12-30 DOI: 10.1002/inst.12464
Laetitia Bornes, Catherine Letondal, Rob Vingerhoeds

Until recently, research into the sustainable design of interactive systems has primarily focused on the direct material impact of a system, through improving its energy efficiency and optimizing its lifecycle. Yet the way a system is designed and marketed often has wider repercussions, such as rebound effects, and systemic change in practices. These effects are harder to assess (and to anticipate) than the direct physical impact of the construction and use of the system itself. Current tools are unable to account for the complexity of these effects: the underlying causal mechanisms, their multi-level nature, their different temporalities, and the variety of their consequences (environmental and societal). This is why we are seeking to develop a specific methodology and tool, inspired by systemic design and system dynamics. These are intended for decision-makers and designers of interactive systems within systems of systems (for example, in the fields of agricultural robotics or public transportation). In this paper, we present this modeling approach and our prototype tool through the example of a second-hand clothing sales platform.

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引用次数: 0
Approaches to assess reliability in visual inspection 目视检查可靠性评估方法
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-01 DOI: 10.1784/insi.2023.65.10.541
M Blankschän, D Kanzler, R Liebich
Non-destructive testing (NDT) plays an important role in quality assurance and ensuring reliable ongoing operations in many industries. Thus, the importance of reliability assessment of inspection results is increasing. Current standards and regulations provide several approaches for this purpose. For example, DIN EN ISO/IEC 17025:2018-03 provides general requirements to determine measurement uncertainty. In contrast, method-related standards such as DIN ISO 19828:2021-03 specify detailed requirements for visual inspection (VT), considering environmental conditions and other factors (for example experience of the inspection personnel). In contrast, VDA Volume 5 defines visual inspection as an attributive method, making measurement uncertainty determinations unnecessary. Instead, the reliability of the inspection process is evaluated by proficiency tests. This paper examines approaches of regulations, based on previous experiments, for their applicability and suitability for considering the reliability of visual inspections. It is shown that individual measurement values (for example illuminance) are not suitable for this purpose. Furthermore, it is shown that human factors (HFs) (for example training or experience of the inspector), considered in isolation, are also not sufficiently suitable. Hence, the combination of the qualification of inspection methods, by means of proficiency tests on reference objects, and the application of Cohen's kappa for evaluating human factors appeared to be more suitable for the investigated issue.
在许多行业中,无损检测(NDT)在质量保证和确保可靠的持续运行方面发挥着重要作用。因此,对检测结果进行可靠性评估的重要性与日俱增。目前的标准和法规为此提供了几种方法。例如,DIN EN ISO/IEC 17025:2018-03提供了确定测量不确定度的一般要求。相比之下,与方法相关的标准,如DIN ISO 19828:2021-03,在考虑环境条件和其他因素(例如检验人员的经验)的情况下,规定了目视检验(VT)的详细要求。相比之下,VDA第5卷将目视检查定义为一种属性方法,使得测量不确定度的确定变得不必要。相反,检验过程的可靠性是通过能力测试来评估的。本文在以往实验的基础上,考察了法规方法在考虑目视检测可靠性时的适用性和适用性。结果表明,单个测量值(例如照度)不适用于此目的。此外,还表明,孤立地考虑人为因素(例如检查员的培训或经验)也不够合适。因此,通过对参考对象的熟练程度测试来确定检验方法的资格,并应用Cohen’s kappa来评价人为因素似乎更适合于所调查的问题。
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引用次数: 0
Multi-view feature fusion fault diagnosis method based on an improved temporal convolutional network 基于改进时间卷积网络的多视图特征融合故障诊断方法
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-01 DOI: 10.1784/insi.2023.65.10.559
Zhiwu Shang, Hu Liu, Baoren Zhang, Zehua Feng, Wanxiang Li
This paper addresses the problem of fault identification in rotating machinery by analysing vibration data using a neural network approach. Temporal convolutional networks (TCNs) have attracted a lot of focus in the domain of fault identification; however, TCN convolution kernels are small and susceptible to high-frequency noise interference. Furthermore, the default weight coefficient of the internal residual connection is 1. When there are few residual blocks, the residual block characteristic extraction ability is suppressed and only the vibration signal collected at a single location is utilised for fault diagnosis as it contains incomprehensive fault information. To tackle the above issues, this paper proposes a multi-view feature fusion fault diagnosis algorithm with an adaptive residual coefficient assignment TCN with wide first-layer kernels (WD-ARCATCN). Firstly, a WD-ARCATCN feature extraction network is designed to extract deep state features from different views and the first layer of the TCN is set as a wide-kernel (WD) convolutional layer to suppress high-frequency noise. An adaptive residual coefficient assignment (ARCA) unit is designed in the residual connection to increase the characteristic learning capability of the residual blocks and the residual blocks with ARCA units are stacked to further extract multi-view deep fault features. In this paper, acceleration signals collected at different positions are used as the multi-view feature source for the first time and the fault information contained is more comprehensive. Then, based on a self-attention mechanism, the multi-view feature fusion method is improved and the view weights are adaptively assigned to effectively fuse different view characteristics and enhance the identification of the fault characteristics. Finally, the mapping between the multi-view fusion features and the labels is achieved using a softmax classifier. The algorithm has been tested using experimental data from the bearing vibration database at Case Western Reserve University (CWRU) and it performed much better compared to other diagnostic algorithms.
本文采用神经网络方法对旋转机械的振动数据进行分析,解决了故障识别问题。时间卷积网络(tcn)在故障识别领域引起了广泛的关注。然而,TCN卷积核很小,容易受到高频噪声干扰。此外,内部残余连接的默认权重系数为1。当残差块较少时,残差块特征提取能力受到抑制,仅利用单个位置采集到的振动信号进行故障诊断,其包含的故障信息不全面。针对上述问题,本文提出了一种基于自适应残差系数分配的宽第一层核TCN (WD-ARCATCN)多视图特征融合故障诊断算法。首先,设计WD- arcatcn特征提取网络,从不同角度提取深度状态特征,并将TCN的第一层设置为宽核(WD)卷积层,抑制高频噪声;残差连接中设计了自适应残差系数分配(ARCA)单元,提高残差块的特征学习能力,并对带有ARCA单元的残差块进行叠加,进一步提取多视图深断层特征。本文首次采用不同位置采集的加速度信号作为多视图特征源,所包含的故障信息更加全面。然后,基于自关注机制,改进多视图特征融合方法,自适应分配视图权重,有效融合不同视图特征,增强故障特征的识别能力;最后,使用softmax分类器实现多视图融合特征与标签之间的映射。该算法已经使用凯斯西储大学(CWRU)轴承振动数据库的实验数据进行了测试,与其他诊断算法相比,它的性能要好得多。
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引用次数: 1
Analysis of acoustic emission testing on the adherent layer thickness of lap joints under tensile loading 拉伸荷载作用下搭接粘结层厚度的声发射测试分析
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-01 DOI: 10.1784/insi.2023.65.10.545
K Mohamed Bak, K Kalaichelvan, M Abdur Rahman, S Haque, S Shaul Hameed, A S Selvakumar
This paper aims to investigate the bonding strength of lap joints under tensile loading by altering the thickness of the adherent layer. The results show that increasing the adherent layer thickness of the bonded lap joint reduced stress concentration, indicating a higher stress transmission between the overlapping regions. Acoustic emission (AE) signals were used to identify the different failure modes and their frequency ranges by subjecting the AE signals to parametric analysis, fast Fourier transform (FFT) analysis, continuous wavelet transform (CWT) analysis and discrete wavelet transform (DWT) analysis. FFT analysis identified the frequency ranges of adhesive failure, fibre tear failure and mixed failure. At the same time, DWT was more effective at identifying the frequency ranges of the failure modes associated with varying adherent layer thicknesses in lap joints. Adhesive failure was characterised by low amplitudes, low frequency ranges and low energy levels. In contrast, delamination displayed moderate amplitudes, moderate frequency ranges and medium energy levels. High amplitudes, high frequency ranges, high energy levels and strong signal strength indicated mixed failures.
通过改变粘接层的厚度,研究了在拉伸载荷作用下搭接接头的粘接强度。结果表明:增加搭接接头的黏附层厚度,可以减小搭接接头的应力集中,表明搭接接头重叠区域之间的应力传递增强;通过对声发射信号进行参数化分析、快速傅立叶变换(FFT)分析、连续小波变换(CWT)分析和离散小波变换(DWT)分析,利用声发射信号识别不同的失效模式及其频率范围。FFT分析确定了粘结破坏、纤维撕裂破坏和混合破坏的频率范围。同时,DWT能更有效地识别搭接中随黏附层厚度变化的破坏模式的频率范围。胶粘剂失效的特征是低振幅、低频率范围和低能级。相反,分层表现为中等幅度、中等频率范围和中等能级。高振幅,高频率范围,高能量水平和强信号强度表明混合故障。
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引用次数: 0
Binocular vision vibration measurement based on pixel coordinate matching of inner corner points in a chequerboard 基于方格内角点像素坐标匹配的双目视觉振动测量
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-01 DOI: 10.1784/insi.2023.65.10.551
Xianghong Wang, Zezhong He, Jun Liu, Xiaoqiang Xu, Hongwei Hu
A binocular vision measurement system provides a simple method for obtaining three-dimensional vibration data from moving objects, which is suitable for vibration monitoring of large structures such as bridges. Aiming to address the problem that the feature selection process for binocular visual inspection affects the measurement accuracy, chequerboard feature points are selected in this paper for carrying out a visual displacement measurement method. Firstly, pixel coordinate matching of the inner corner points in the chequerboard is completed and then a binocular vision measurement system is established. The measurement results are compared with using circular feature points. Secondly, the binocular vision measurement model is applied to the vibration measurement of a cantilever beam. Using comparisons with a three-axis acceleration sensor, the effectiveness and accuracy of this method are evaluated. Finally, the method is applied to measure the vibration of the cantilever beam under different load conditions and its vibration characteristics are analysed. The results show that the accuracy of the binocular vision measurement method based on pixel coordinate matching of the inner corner points in the chequerboard is higher than that using circular feature points. From comparisons with the acceleration sensor, the measurement error of this method is found to be small. In addition, the method can effectively analyse the vibration performance of a cantilever beam under different load conditions. Therefore, this measurement method is effective and provides a theoretical basis for the identification of vibration characteristics in large engineering structures.
双目视觉测量系统为获取运动物体的三维振动数据提供了一种简单的方法,适用于桥梁等大型结构的振动监测。针对双目视觉检测中特征选择过程影响测量精度的问题,本文选择棋盘状特征点进行视觉位移测量方法。首先完成棋盘内角点的像素坐标匹配,然后建立双目视觉测量系统。并与使用圆形特征点的测量结果进行了比较。其次,将双目视觉测量模型应用于悬臂梁的振动测量。通过与三轴加速度传感器的比较,评价了该方法的有效性和准确性。最后,将该方法应用于悬臂梁在不同载荷条件下的振动测量,分析了其振动特性。结果表明,基于方格内角点像素坐标匹配的双目视觉测量方法的精度高于圆形特征点。通过与加速度传感器的比较,发现该方法的测量误差较小。此外,该方法可以有效地分析悬臂梁在不同载荷条件下的振动特性。因此,该测量方法是有效的,为大型工程结构的振动特性识别提供了理论依据。
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引用次数: 0
Hybrid adaptive control of CNC drilling for enhancement of tool life and surface quality 数控钻孔混合自适应控制提高刀具寿命和表面质量
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-01 DOI: 10.1784/insi.2023.65.10.570
J Susai Mary, M A Sai Balaji, D Dinakaran
Intelligent machining requires the online adaptation of the machining parameters to improve tool life and product quality and to reduce machining costs. This article presents a novel hybrid adaptive control (HAC) system for a drilling process. The HAC system is a combination of two adaptive controls: geometric adaptive control (GAC) and adaptive control by optimisation (ACO). It keeps the roughness of the holes within tolerance without compromising tool life. A response surface model (RSM) is used for modelling the drill wear and surface roughness with speed, feed, acceleration and force signals as inputs. The model predicts the wear and roughness with prediction accuracies of 97.1% and 93.6%, respectively. The roughness control is achieved through a Massachusetts Institute of Technology rule and tool wear is minimised by genetic algorithm optimisation. The adaptive algorithms are simulated and validated for the machining conditions given by the adaptive algorithms. The results show an improved tool life of 7% and surface roughness of 11%.
智能加工要求对加工参数进行在线自适应,以提高刀具寿命和产品质量,降低加工成本。提出了一种新型的钻井过程混合自适应控制系统。HAC系统是两种自适应控制的组合:几何自适应控制(GAC)和优化自适应控制(ACO)。它使孔的粗糙度保持在公差范围内,而不影响工具寿命。响应面模型(RSM)用于以速度、进给、加速度和力信号作为输入,对钻头磨损和表面粗糙度进行建模。该模型对磨损和粗糙度的预测精度分别为97.1%和93.6%。通过麻省理工学院的规则实现粗糙度控制,并通过遗传算法优化最小化刀具磨损。对自适应算法给出的加工条件进行了仿真和验证。结果表明,刀具寿命提高了7%,表面粗糙度提高了11%。
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引用次数: 0
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