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Vibration control enhancement in a full vehicle dynamic model by optimization of the controller’s gain parameters 通过优化控制器增益参数加强全车动态模型的振动控制
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-26 DOI: 10.1108/ec-04-2023-0178
Leonardo Valero Pereira, Walter Jesus Paucar Casas, Herbert Martins Gomes, Luis Roberto Centeno Drehmer, Emanuel Moutinho Cesconeto

Purpose

In this paper, improvements in reducing transmitted accelerations in a full vehicle are obtained by optimizing the gain parameters of an active control in a roughness road profile.

Design/methodology/approach

For a classically designed linear quadratic regulator (LQR) control, the vibration attenuation performance will depend on weighting matrices Q and R. A methodology is proposed in this work to determine the optimal elements of these matrices by using a genetic algorithm method to get enhanced controller performance. The active control is implemented in an eight degrees of freedom (8-DOF) vehicle suspension model, subjected to a standard ISO road profile. The control performance is compared against a controlled system with few Q and R parameters, an active system without optimized gain matrices, and an optimized passive system.

Findings

The control with 12 optimized parameters for Q and R provided the best vibration attenuation, reducing significantly the Root Mean Square (RMS) accelerations at the driver’s seat and car body.

Research limitations/implications

The research has positive implications in a wide class of active control systems, especially those based on a LQR, which was verified by the multibody dynamic systems tested in the paper.

Practical implications

Better active control gains can be devised to improve performance in vibration attenuation.

Originality/value

The main contribution proposed in this work is the improvement of the Q and R parameters simultaneously, in a full 8-DOF vehicle model, which minimizes the driver’s seat acceleration and, at the same time, guarantees vehicle safety.

设计/方法/途径 对于经典设计的线性二次调节器(LQR)控制,振动衰减性能取决于加权矩阵 Q 和 R。本文提出了一种方法,利用遗传算法确定这些矩阵的最佳元素,以提高控制器性能。主动控制在一个八自由度(8-DOF)车辆悬架模型中实现,该模型受标准 ISO 道路轮廓的影响。研究结果 使用 12 个 Q 和 R 优化参数的控制器提供了最佳的振动衰减效果,显著降低了驾驶员座椅和车身的均方根加速度。研究局限性/意义 该研究对各类主动控制系统,尤其是基于 LQR 的系统具有积极意义,这一点已在论文中测试的多体动态系统中得到验证。
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引用次数: 0
A complex model decomposition algorithm based on 3D frame fields and features 基于 3D 帧场和特征的复杂模型分解算法
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-09 DOI: 10.1108/ec-01-2023-0037
Chengpeng Zhang, Zhihua Yu, Jimin Shi, Yu Li, Wenqiang Xu, Zheyi Guo, Hongshi Zhang, Zhongyuan Zhu, Sheng Qiang

Purpose

Hexahedral meshing is one of the most important steps in performing an accurate simulation using the finite element analysis (FEA). However, the current hexahedral meshing method in the industry is a nonautomatic and inefficient method, i.e. manually decomposing the model into suitable blocks and obtaining the hexahedral mesh from these blocks by mapping or sweeping algorithms. The purpose of this paper is to propose an almost automatic decomposition algorithm based on the 3D frame field and model features to replace the traditional time-consuming and laborious manual decomposition method.

Design/methodology/approach

The proposed algorithm is based on the 3D frame field and features, where features are used to construct feature-cutting surfaces and the 3D frame field is used to construct singular-cutting surfaces. The feature-cutting surfaces constructed from concave features first reduce the complexity of the model and decompose it into some coarse blocks. Then, an improved 3D frame field algorithm is performed on these coarse blocks to extract the singular structure and construct singular-cutting surfaces to further decompose the coarse blocks. In most modeling examples, the proposed algorithm uses both types of cutting surfaces to decompose models fully automatically. In a few examples with special requirements for hexahedral meshes, the algorithm requires manual input of some user-defined cutting surfaces and constructs different singular-cutting surfaces to ensure the effectiveness of the decomposition.

Findings

Benefiting from the feature decomposition and the 3D frame field algorithm, the output blocks of the proposed algorithm have no inner singular structure and are suitable for the mapping or sweeping algorithm. The introduction of internal constraints makes 3D frame field generation more robust in this paper, and it can automatically correct some invalid 3–5 singular structures. In a few examples with special requirements, the proposed algorithm successfully generates valid blocks even though the singular structure of the model is modified by user-defined cutting surfaces.

Originality/value

The proposed algorithm takes the advantage of feature decomposition and the 3D frame field to generate suitable blocks for a mapping or sweeping algorithm, which saves a lot of simulation time and requires less experience. The user-defined cutting surfaces enable the creation of special hexahedral meshes, which was difficult with previous algorithms. An improved 3D frame field generation method is proposed to correct some invalid singular structures and improve the robustness of the previous methods.

目的六面体网格划分是使用有限元分析(FEA)进行精确模拟的最重要步骤之一。然而,目前业界使用的六面体网格划分方法是一种非自动且低效的方法,即手动将模型分解成合适的块,然后通过映射或扫描算法从这些块中获取六面体网格。本文旨在提出一种基于三维框架场和模型特征的近乎自动的分解算法,以取代传统费时费力的手动分解方法。由凹面特征构建的特征切割面首先会降低模型的复杂度,并将其分解为一些粗块。然后,在这些粗块上执行改进的三维帧场算法,提取奇异结构并构建奇异切割曲面,进一步分解粗块。在大多数建模实例中,所提出的算法使用这两种类型的切割面来全自动分解模型。在少数对六面体网格有特殊要求的例子中,该算法需要手动输入一些用户定义的切割面,并构建不同的奇异切割面,以确保分解的有效性。在本文中,内部约束的引入使三维帧场生成更加稳健,并能自动修正一些无效的 3-5 奇异结构。在一些有特殊要求的例子中,即使模型的奇异结构被用户定义的切割面修改,所提出的算法也能成功生成有效的块。用户定义的切割面可以创建特殊的六面体网格,这在以前的算法中很难实现。此外,还提出了一种改进的三维框架场生成方法,以纠正一些无效的奇异结构,并提高以往方法的鲁棒性。
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引用次数: 0
Numerical calculation of shock wave overpressure produced by multiple cloud detonation 多云引爆产生的冲击波超压的数值计算
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-25 DOI: 10.1108/ec-05-2023-0244
Zeye Fu, Jiahao Zou, Luxin Han, Qi Zhang

Purpose

A model for calculating the global overpressure time history of a single cloud detonation from overpressure time history of discrete positions in the range of single cloud detonation is to be proposed and verified. The overpressure distribution produced by multiple cloud detonation and the influence of cloud spacing and fuel mass of every cloud on the overpressure distribution are to be studied.

Design/methodology/approach

A calculation method is used to obtain the global overpressure field distribution after single cloud detonation from the overpressure time history of discrete distance to detonation center after single cloud detonation. On this basis, the overpressure distribution produced by multi-cloud under different cloud spacing and different fuel mass conditions is obtained.

Findings

The results show that for 150 kg fuel, when the spacing of three clouds is 40 m, 50 m, respectively, the overpressure range of larger than 0.1 MPa is 5496.48 mˆ2 and 6235.2 mˆ2, which is 2.89 times and 3.28 times of that of single cloud detonation. The superposition effect can be ignored when the spacing between the three clouds is greater than 60 m. In the case of fixed cloud spacing, once the overpressure forms continuous effective superposition, the marginal utility of fuel decreases.

Originality/value

A model for calculating the global overpressure time history of a single cloud detonation from overpressure time history of discrete positions in the range of single cloud detonation is proposed and verified. Based on this method, the global overpressure field of single cloud detonation is reconstructed, and the superimposed overpressure distribution characteristics of three cloud detonation are calculated and analyzed.

目的 提出并验证根据单云起爆范围内离散位置的过压时间历史计算单云起爆全局过压时间历史的模型。研究多云起爆产生的超压分布,以及云间距和各云燃料质量对超压分布的影响。 设计/方法/途径 采用计算方法,从单云起爆后到起爆中心离散距离的超压时间历史记录中获得单云起爆后的全局超压场分布。结果表明,对于 150 kg 燃料,当三云间距分别为 40 m、50 m 时,大于 0.1 MPa 的超压范围分别为 5496.48 mˆ2 和 6235.2 mˆ2,是单云起爆的 2.89 倍和 3.28 倍。在云间距固定的情况下,一旦超压形成连续的有效叠加,燃料的边际效用就会下降。原创性/价值 提出并验证了一种根据单云起爆范围内离散位置的超压时间历史计算单云起爆全局超压时间历史的模型。基于该方法,重建了单云起爆的全局超压场,并计算分析了三云起爆的叠加超压分布特征。
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引用次数: 0
Observer-based preview control for T-S fuzzy systems 基于观测器的 T-S 模糊系统预览控制
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-23 DOI: 10.1108/ec-07-2023-0341
Li Li, Hui Ye, Xiaohua Meng

Purpose

Considering the unmeasurable states of the systems and the previewed reference signal, a novel fuzzy observer-based preview controller, which is a mixed controller of the fuzzy observer-based controller, fuzzy integrator and preview controller, is considered to address the tracking control problem.

Design/methodology/approach

The authors employ an augmentation technique to construct an augmented error system for uncertain T-S fuzzy discrete-time systems with time-varying uncertainties. Additionally, the authors obtain the corresponding linear matrix inequality (LMI) conditions for designing the preview controller.

Findings

This paper discusses the preview tracking problem for nonlinear systems. First, considering the unmeasurable states of the systems and the previewed reference signal, a novel fuzzy observer-based preview controller, which is a mixed controller of the fuzzy observer-based controller, fuzzy integrator, and preview controller, is considered to address the tracking control problem. Then, using the fuzzy Lyapunov functional with the linear matrix inequality (LMI) technique, new sufficient conditions for the asymptotic stability of the augmented system are derived by applying the LMI technique. The preview controller and fuzzy observer can be designed in one step. Finally, a numerical example is used to illustrate the effectiveness of the results.

Originality/value

An augmented error system is successfully constructed by the state augmentation approach. A novel preview controller is designed to address the tracking control problem. The preview controller and fuzzy observer can be designed in one step.

目的考虑到系统和预览参考信号的不可测量状态,考虑采用一种新颖的基于模糊观测器的预览控制器来解决跟踪控制问题,该控制器是基于模糊观测器的控制器、模糊积分器和预览控制器的混合控制器。此外,作者还获得了设计预览控制器的相应线性矩阵不等式(LMI)条件。研究结果本文讨论了非线性系统的预览跟踪问题。首先,考虑到系统的不可测状态和预览参考信号,考虑了一种新颖的基于模糊观测器的预览控制器,即基于模糊观测器的控制器、模糊积分器和预览控制器的混合控制器,以解决跟踪控制问题。然后,利用模糊 Lyapunov 函数和线性矩阵不等式(LMI)技术,通过应用 LMI 技术推导出增强系统渐近稳定性的新充分条件。预览控制器和模糊观测器的设计可一步完成。原创性/价值通过状态增强方法成功构建了增强误差系统。设计了一种新型预览控制器来解决跟踪控制问题。预览控制器和模糊观测器可一步设计完成。
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引用次数: 0
A study of rotary cutting machine (RCM) performance on Korean granite 韩国花岗岩旋转切割机(RCM)性能研究
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-23 DOI: 10.1108/ec-08-2023-0462
Young Jin Shin, Ebrahim Farrokh, Jaehoon Jung, Jaewon Lee, Hanbyul Kang
<h3>Purpose</h3><p>Despite the many advantages this type of equipment offers, there are still some major drawbacks. Linear cutting machine (LCM) cannot accurately simulate the true rock-cutting process as 1. it does not account for the circular path along which tunnel boring machine (TBM) disk cutters cut the tunnel face, 2. it does not accurately model the position of a disk cutter on the cutterhead, 3. it cannot perfectly replicate the rotational speed of a TBM. To enhance the knowledge of these issues and in order to mimic the real rock-cutting process, a new lab testing equipment was developed by Hyundai Engineering and Construction.</p><!--/ Abstract__block --><h3>Design/methodology/approach</h3><p>A new testing machine called rotary cutting machine (RCM) is designed to simulate the excavation process of hard-rock TBMs and includes features such as TBM cutterhead, RPM simulation, constant normal force mode and constant penetration rate mode. Two sets of tests were conducted on Hwandeung granite using different disk cutter sizes to analyze the cutting forces in various excavation modes. The results are analyzed using statistical analysis and dimensional analysis. A new model is generated using dimensional analysis, and its results are compared against the results of actual cases.</p><!--/ Abstract__block --><h3>Findings</h3><p>The effectiveness of the new RCM test was demonstrated in its ability to apply various modes of excavation. Initial analysis of chip size revealed that the thickness of the chips is largely dependent on the cutter spacing. Tests with varying RPM showed that an increase in RPM results in an increase in the normal force and rolling force. The cutting coefficient (CC) demonstrated a linear correlation with penetration. The optimal specific energy is achieved at an S/p ratio of around 15. However, a slightly lower S/p ratio can also be used in the design if the cutter specifications permit. A dimensional analysis was utilized to develop a new RCM model based on the results from approximately 1200 tests. The model's applicability was demonstrated through a comparison of TBM penetration data from 26 tunnel projects globally. Results indicated that the predicted penetration rates by the RCM test model were in good agreement with actual rates for the majority of cases. However, further investigation is necessary for softer rock types, which will be conducted in the future using concrete blocks.</p><!--/ Abstract__block --><h3>Originality/value</h3><p>The originality of the research lies in the development of Hyundai Engineering and Construction’s advanced full-scale laboratory rotary cutting machine (RCM), which accurately replicates the excavation process of hard-rock tunnel boring machines (TBMs). The study provides valuable insights into cutting forces, chip size, specific energy, RPM and excavation modes, enhancing understanding and decision-making in hard-rock excavation processes. The research also presents a new R
目的尽管这类设备具有许多优点,但仍存在一些重大缺陷。线性掘进机(LCM)无法准确模拟真实的凿岩过程,因为:1.它没有考虑到隧道掘进机(TBM)圆盘铣刀切割隧道面的圆形路径;2.它无法准确模拟圆盘铣刀在刀盘上的位置;3.它无法完美复制隧道掘进机的旋转速度。为了提高对这些问题的认识,并模拟真实的岩石掘进过程,现代工程与建设公司开发了一种新的实验室测试设备。设计/方法/途径一种名为旋转切割机(RCM)的新测试设备专为模拟硬岩 TBM 的掘进过程而设计,包括 TBM 刀盘、转速模拟、恒定法向力模式和恒定贯入率模式等功能。在 Hwandeung 花岗岩上使用不同尺寸的圆盘铣刀进行了两组测试,以分析各种挖掘模式下的切削力。使用统计分析和尺寸分析对结果进行了分析。利用尺寸分析生成了一个新模型,并将其结果与实际案例的结果进行了比较。研究结果新的 RCM 试验的有效性体现在其应用各种挖掘模式的能力上。对切屑大小的初步分析表明,切屑的厚度在很大程度上取决于切刀间距。不同转速的测试表明,转速的增加会导致法向力和滚动力的增加。切削系数(CC)与穿透力呈线性相关。当 S/p 比约为 15 时,可达到最佳比能量。不过,如果切割器的规格允许,也可以在设计中使用稍低的 S/p 比。根据大约 1200 次测试的结果,利用尺寸分析开发了一个新的 RCM 模型。通过比较全球 26 个隧道项目的掘进机贯入数据,证明了该模型的适用性。结果表明,在大多数情况下,RCM 测试模型预测的贯入率与实际贯入率非常吻合。原创性/价值这项研究的原创性在于开发了现代工程与建设公司先进的全尺寸实验室旋转切削机(RCM),它可以精确复制硬岩隧道掘进机(TBM)的挖掘过程。这项研究提供了有关切削力、切屑大小、比能量、转速和挖掘模式的宝贵见解,有助于加深对硬岩挖掘过程的理解和决策。该研究还提出了一种新的 RCM 模型,并根据隧道掘进机的贯入数据进行了验证,证明了该模型的实际适用性和预测准确性。
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引用次数: 0
Assessment of shear band evolution using discrete element modelling 利用离散元素模型评估剪切带的演变
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-22 DOI: 10.1108/ec-07-2023-0327
Yang Yang, Yinghui Tian, Runyu Yang, Chunhui Zhang, Le Wang

Purpose

The objective of this paper is to quantitatively assess shear band evolution by using two-dimensional discrete element method (DEM).

Design/methodology/approach

The DEM model was first calibrated by retrospectively modelling existing triaxial tests. A series of DEM analyses was then conducted with the focus on the particle rotation during loading. An approach based on particle rotation was developed to precisely identify the shear band region from the surrounding. In this approach, a threshold rotation angle ω0 was defined to distinguish the potential particles inside and outside the shear band and an index g(ω0) was introduced to assess the discrepancy between the rotation response inside and outside shear band. The most distinct shear band region can be determined by the ω0 corresponding to the peak g(ω0). By using the proposed approach, the shear band development of two computational cases with different typical localised failure patterns were successfully examined by quantitatively measuring the inclination angle and thickness of shear band, as well as the microscopic quantities.

Findings

The results show that the shear band formation is stress-dependent, transiting from conjugated double shear bands to single shear band with confining stress increasing. The shear band evolution of two typical localised failure modes exhibits opposite trends with increasing strain level, both in inclination angle and thickness. Shear band featured a larger volumetric dilatancy and a lower coordination number than the surrounding. The shear band also significantly disturbs the induced anisotropy of soil.

Originality/value

This paper proposed an approach to quantitatively assess shear band evolution based on the result of two-dimensional DEM modelling.

本文旨在利用二维离散元素法(DEM)对剪切带的演变进行定量评估。设计/方法/途径首先通过对现有的三轴试验进行建模,对 DEM 模型进行校准。然后进行了一系列 DEM 分析,重点是加载过程中的颗粒旋转。开发了一种基于颗粒旋转的方法,以从周围精确识别剪切带区域。在这种方法中,定义了一个阈值旋转角 ω0 来区分剪切带内外的潜在颗粒,并引入了一个指数 g(ω0)来评估剪切带内外旋转响应之间的差异。与峰值 g(ω0) 相对应的ω0 可以确定最明显的剪切带区域。结果表明,剪切带的形成与应力有关,随着约束应力的增加,剪切带会从共轭双剪切带过渡到单剪切带。随着应变水平的增加,两种典型局部破坏模式的剪切带演变在倾斜角和厚度上都呈现出相反的趋势。剪切带具有比周围更大的体积膨胀率和更低的配位数。本文提出了一种基于二维 DEM 建模结果定量评估剪切带演变的方法。
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引用次数: 0
Dynamic analysis of Pine Flat dam–water–foundation rock system utilizing the H-W truncation boundary condition 利用 H-W 截断边界条件对松树坪大坝水基岩石系统进行动态分析
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-11 DOI: 10.1108/ec-02-2023-0082
Vahid Lotfi, Hesamedin Abdorazaghi

Purpose

The response of the Pine Flat dam–water–foundation rock system is studied by a new described approach (i.e. FE-(FE-TE)-FE). The initial part of study is focused on the time harmonic analysis. In this part, it is possible to compare the transfer functions against corresponding responses obtained by the FE-(FE-HE)-FE approach (referred to as exact method which employs a rigorous fluid hyper-element). Subsequently, the transient analysis is carried out. In that part, it is only possible to compare the results for low and high normalized reservoir length cases. Therefore, the sensitivity of results is controlled due to normalized reservoir length values.

Design/methodology/approach

In the present study, dynamic analysis of a typical concrete gravity dam–water–foundation rock system is formulated by the FE-(FE-TE)-FE approach. In this technique, dam and foundation rock are discretized by plane solid finite elements while, water domain near-field region is discretized by plane fluid finite elements. Moreover, the H-W (i.e. Hagstrom–Warburton) high-order condition is imposed at the reservoir truncation boundary. This task is formulated by employing a truncation element at that boundary. It is emphasized that reservoir far-field is excluded from the discretized model.

Findings

High orders of H-W condition, such as O5-5 considered herein, generate highly accurate responses for both possible excitations under both types of full reflective and absorptive reservoir bottom conditions. It is such that transfer functions are hardly distinguishable from corresponding exact responses obtained through the FE-(FE-HE)-FE approach in time harmonic analyses. This is controlled for both low and high normalized reservoir length cases (L/H = 1 and 3). Moreover, it can be claimed that transient analysis leads practically to exact results (in numerical sense) when one is employing high order H-W truncation element. In other words, the results are not sensitive to reservoir normalized length under these circumstances.

Originality/value

Dynamic analysis of concrete gravity dam–water–foundation rock systems is formulated by a new method. The salient aspect of the technique is that it utilizes H-W high-order condition at the truncation boundary. The method is discussed for all types of excitation and reservoir bottom conditions.

目的 采用一种新的描述方法(即 FE-(FE-TE)-FE)研究松树坪大坝-水-地基岩石系统的响应。研究的初始部分侧重于时间谐波分析。在这一部分,可以将传递函数与 FE-(FE-HE)-FE 方法(即采用严格流体超元素的精确方法)获得的相应响应进行比较。随后进行瞬态分析。在这一部分,只能对低归一化储层长度和高归一化储层长度情况下的结果进行比较。本研究采用 FE-(FE-TE)-FE 方法对典型的混凝土重力坝-水-地基岩石系统进行动态分析。在该技术中,大坝和基岩由平面实体有限元离散化,而水域近场区域由平面流体有限元离散化。此外,还在水库截断边界施加了 H-W(即 Hagstrom-Warburton)高阶条件。这项任务是通过在该边界采用截断元素来实现的。研究结果高阶 H-W 条件(如本文考虑的 O5-5)可在两种类型的全反射和全吸收储层底部条件下对两种可能的激励产生高度精确的响应。因此,在时间谐波分析中,传递函数与通过 FE-(FE-HE)-FE 方法获得的相应精确响应几乎没有区别。这在低归一化储层长度和高归一化储层长度(L/H = 1 和 3)的情况下都得到了控制。此外,可以说,当采用高阶 H-W 截断元素时,瞬态分析实际上会得出精确的结果(数值意义上)。换句话说,在这种情况下,分析结果对水库的归一化长度并不敏感。该技术的突出特点是在截断边界利用了 H-W 高阶条件。该方法适用于所有类型的激励和水库底部条件。
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引用次数: 0
Parallel and automatic mesh sizing field generation for complicated CAD models 并行自动生成复杂 CAD 模型的网格尺寸场
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-09 DOI: 10.1108/ec-03-2023-0143
Juelin Leng, Quan Xu, Tiantian Liu, Yang Yang, Peng Zheng

Purpose

The purpose of this paper is to present an automatic approach for mesh sizing field generation of complicated computer-aided design (CAD) models.

Design/methodology/approach

In this paper, the authors present an automatic approach for mesh sizing field generation. First, a source point extraction algorithm is applied to capture curvature and proximity features of CAD models. Second, according to the distribution of feature source points, an octree background mesh is constructed for storing element size value. Third, mesh size value on each node of background mesh is calculated by interpolating the local feature size of the nearby source points, and then, an initial mesh sizing field is obtained. Finally, a theoretically guaranteed smoothing algorithm is developed to restrict the gradient of the mesh sizing field.

Findings

To achieve high performance, the proposed approach has been implemented in multithreaded parallel using OpenMP. Numerical results demonstrate that the proposed approach is remarkably efficient to construct reasonable mesh sizing field for complicated CAD models and applicable for generating geometrically adaptive triangle/tetrahedral meshes. Moreover, since the mesh sizing field is defined on an octree background mesh, high-efficiency query of local size value could be achieved in the following mesh generation procedure.

Originality/value

How to determine a reasonable mesh size for complicated CAD models is often a bottleneck of mesh generation. For the complicated models with thousands or even ten thousands of geometric entities, it is time-consuming to construct an appropriate mesh sizing field for generating high-quality mesh. A parallel algorithm of mesh sizing field generation with low computational complexity is presented in this paper, and its usability and efficiency have been verified.

目的本文旨在介绍一种自动生成复杂计算机辅助设计(CAD)模型网格尺寸场的方法。首先,应用源点提取算法捕捉 CAD 模型的曲率和邻近特征。其次,根据特征源点的分布,构建八叉树背景网格,用于存储元素尺寸值。第三,通过对附近源点的局部特征尺寸进行内插,计算出背景网格每个节点上的网格尺寸值,进而获得初始网格尺寸场。最后,开发了一种理论上有保证的平滑算法来限制网格大小场的梯度。数值结果表明,所提出的方法能够高效地为复杂的 CAD 模型构建合理的网格尺寸场,并适用于生成几何自适应三角形/四面体网格。此外,由于网格尺寸场是在八叉树背景网格上定义的,因此在接下来的网格生成过程中可以实现对局部尺寸值的高效查询。对于几何实体数以千计甚至万计的复杂模型,要生成高质量的网格,构建一个合适的网格尺寸域非常耗时。本文提出了一种计算复杂度较低的并行网格大小场生成算法,并验证了其可用性和高效性。
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引用次数: 0
Multi-view fuzzy C-means clustering with kernel metric and local information for color image segmentation 利用核度量和局部信息进行多视角模糊 C-means 聚类,用于彩色图像分割
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-02 DOI: 10.1108/ec-08-2023-0403
Xiumei Cai, Xi Yang, Chengmao Wu

Purpose

Multi-view fuzzy clustering algorithms are not widely used in image segmentation, and many of these algorithms are lacking in robustness. The purpose of this paper is to investigate a new algorithm that can segment the image better and retain as much detailed information about the image as possible when segmenting noisy images.

Design/methodology/approach

The authors present a novel multi-view fuzzy c-means (FCM) clustering algorithm that includes an automatic view-weight learning mechanism. Firstly, this algorithm introduces a view-weight factor that can automatically adjust the weight of different views, thereby allowing each view to obtain the best possible weight. Secondly, the algorithm incorporates a weighted fuzzy factor, which serves to obtain local spatial information and local grayscale information to preserve image details as much as possible. Finally, in order to weaken the effects of noise and outliers in image segmentation, this algorithm employs the kernel distance measure instead of the Euclidean distance.

Findings

The authors added different kinds of noise to images and conducted a large number of experimental tests. The results show that the proposed algorithm performs better and is more accurate than previous multi-view fuzzy clustering algorithms in solving the problem of noisy image segmentation.

Originality/value

Most of the existing multi-view clustering algorithms are for multi-view datasets, and the multi-view fuzzy clustering algorithms are unable to eliminate noise points and outliers when dealing with noisy images. The algorithm proposed in this paper has stronger noise immunity and can better preserve the details of the original image.

目的多视角模糊聚类算法在图像分割中的应用并不广泛,而且很多算法都缺乏鲁棒性。本文的目的是研究一种新的算法,这种算法可以在分割噪声图像时更好地分割图像,并尽可能多地保留图像的细节信息。首先,该算法引入了视图权重因子,可自动调整不同视图的权重,从而使每个视图都能获得最佳权重。其次,该算法加入了加权模糊因子,用于获取局部空间信息和局部灰度信息,以尽可能保留图像细节。最后,为了削弱噪声和异常值在图像分割中的影响,该算法采用了核距离度量,而不是欧氏距离。原创性/价值现有的多视图聚类算法大多是针对多视图数据集的,而多视图模糊聚类算法在处理噪声图像时无法消除噪声点和异常值。本文提出的算法具有更强的抗噪能力,能更好地保留原始图像的细节。
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引用次数: 0
Hydraulic loss characteristics of closed-loop piping system during start-up process of mixed-flow pump 混流泵启动过程闭环管路系统的水力损失特性
IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-11-28 DOI: 10.1108/ec-05-2023-0212
Wei Li, Yuxin Huang, Leilei Ji, Lingling Ma, Ramesh Agarwal

Purpose

The purpose of this study is to explore the transient characteristics of mixed-flow pumps during startup process.

Design/methodology/approach

This study uses a full-flow field transient calculation method of mixed-flow pump based on a closed-loop model.

Findings

The findings show the hydraulic losses and internal flow characteristics of the piping system during the start-up process.

Research limitations/implications

Large computational cost.

Practical implications

Improve the accuracy of current numerical simulation results in transient process of mixed-flow pump.

Originality/value

Simplify the setting of boundary conditions in the transient calculation.

目的研究混流泵启动过程中的瞬态特性。设计/方法/途径本研究采用基于闭环模型的混流泵全流场瞬态计算方法。研究结果显示了管道系统在启动过程中的水力损失和内部流动特性。研究局限/启示计算成本大。实际意义提高了当前混流泵瞬态过程数值模拟结果的准确性。独创性/价值简化了瞬态计算中边界条件的设置。
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引用次数: 0
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Engineering Computations
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