首页 > 最新文献

Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science最新文献

英文 中文
A novel proposed approach for optimal design of a 2-Dof manipulator arm 优化二维机械臂设计的新方法建议
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241261595
Amani Hamel, Moussa Haddad, Lamine Rebhi, Samir Khatir
The manipulator arm design is generally related to a search for a compromise between conflicting requirements. Finding this compromise requires the resolution of a bi-level optimization problem (the respect of some specific constraints involves solving other optimization sub-problems). In this paper, we propose a novel approach for the optimal dimensioning of a two-degrees-of-freedom manipulator arm, where the objective function is defined by the minimization of the structure’s overall mass. The constraints that are taken into consideration can be divided into three categories: geometrical (bounds on design variables, admissible limit of the static deflection at the endpoint of the effector), kinematic (bounds on joint velocities and the accelerations of the actuators), and dynamic (admissible limit of the dynamic deflection at the endpoint of the effector). To achieve the penalizing dynamic configurations in terms of actuator torques and dynamic deflection, a quasi-static deformation model and a recurrent dynamic model were used. The static and dynamic deflection constraints are treated as optimization sub-problems, where their outcomes are integrated, at each iteration, into the global optimization process. The validation of the developed quasi-static deformation model as well as the proposed optimal dimensioning approach is conducted by comparing results with Ansys software simulations. Notably, The proposed approach demonstrates a significantly faster computation time compared to the Ansys software (06 s for the proposed approach vs 21 h for Ansys). Even though Ansys software performs optimal dimensioning for an imposed trajectory.
机械臂的设计通常与在相互冲突的要求之间寻找折衷方案有关。要找到这种折中方案,需要解决一个双层优化问题(尊重某些特定的约束条件需要解决其他优化子问题)。在本文中,我们提出了一种优化两自由度机械臂尺寸的新方法,其目标函数由结构总质量最小化定义。所考虑的约束条件可分为三类:几何约束(设计变量约束、效应器端点静态挠度的可允许限制)、运动约束(关节速度和致动器加速度的约束)和动态约束(效应器端点动态挠度的可允许限制)。为了在致动器扭矩和动态挠度方面实现惩罚性动态配置,使用了准静态变形模型和循环动态模型。静态和动态挠度约束被视为优化子问题,其结果在每次迭代时都被整合到全局优化过程中。通过与 Ansys 软件的模拟结果进行比较,对所开发的准静态变形模型和所提出的优化尺寸方法进行了验证。值得注意的是,与 Ansys 软件相比,拟议方法的计算时间大大缩短(拟议方法的计算时间为 06 秒,而 Ansys 软件的计算时间为 21 小时)。尽管 Ansys 软件可对施加的轨迹执行最佳尺寸计算,但建议的方法仍需要更长的计算时间。
{"title":"A novel proposed approach for optimal design of a 2-Dof manipulator arm","authors":"Amani Hamel, Moussa Haddad, Lamine Rebhi, Samir Khatir","doi":"10.1177/09544062241261595","DOIUrl":"https://doi.org/10.1177/09544062241261595","url":null,"abstract":"The manipulator arm design is generally related to a search for a compromise between conflicting requirements. Finding this compromise requires the resolution of a bi-level optimization problem (the respect of some specific constraints involves solving other optimization sub-problems). In this paper, we propose a novel approach for the optimal dimensioning of a two-degrees-of-freedom manipulator arm, where the objective function is defined by the minimization of the structure’s overall mass. The constraints that are taken into consideration can be divided into three categories: geometrical (bounds on design variables, admissible limit of the static deflection at the endpoint of the effector), kinematic (bounds on joint velocities and the accelerations of the actuators), and dynamic (admissible limit of the dynamic deflection at the endpoint of the effector). To achieve the penalizing dynamic configurations in terms of actuator torques and dynamic deflection, a quasi-static deformation model and a recurrent dynamic model were used. The static and dynamic deflection constraints are treated as optimization sub-problems, where their outcomes are integrated, at each iteration, into the global optimization process. The validation of the developed quasi-static deformation model as well as the proposed optimal dimensioning approach is conducted by comparing results with Ansys software simulations. Notably, The proposed approach demonstrates a significantly faster computation time compared to the Ansys software (06 s for the proposed approach vs 21 h for Ansys). Even though Ansys software performs optimal dimensioning for an imposed trajectory.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"16 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782656","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimal design of electro-thermo-mechanical microactuators considering minimum length scale constraints 考虑最小长度尺度约束条件的电动热液机械微型致动器优化设计
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241263446
Jinqing Zhan, Jiakun Yan, Benliang Zhu, Min Liu
To ensure the manufacturability of compliant mechanisms, this paper presents a new approach for optimal design of electro-thermo-mechanical microactuators by employing minimum length scale constraints. A sequential coupling method is adopted to carry out finite element analysis for electric-thermal-mechanical coupling multiphysics. The inflection point fields of the solid and void phases are identified by structural indicator functions. The minimum length scales of the solid and void phases are adopted as constraints. The optimization objective is designed to maximize the output displacements of electro-thermo-mechanical microactuators. The validity of the proposed optimal design method is demonstrated through several numerical examples. In the optimal designs obtained by the proposed method, the minimum length scales of the two phases can be properly controlled. The electro-thermo-mechanical microactuator’s output displacements decrease when the allowable value of the minimum length scale is increased. The effects of different mesh discretizations and output spring stiffnesses on the optimized designs are discussed.
为确保顺应机构的可制造性,本文提出了一种新方法,通过采用最小长度尺度约束来优化电热机械微型致动器的设计。本文采用顺序耦合法对电-热-机耦合多物理场进行有限元分析。通过结构指示函数确定了固相和空相的拐点场。采用固相和空相的最小长度尺度作为约束条件。优化目标设计为最大化电热机械微型致动器的输出位移。通过几个数值示例证明了所提出的优化设计方法的有效性。在通过所提方法获得的优化设计中,两相的最小长度尺度可以得到适当控制。当最小长度尺度的允许值增大时,电动热液机械微型致动器的输出位移会减小。讨论了不同网格离散度和输出弹簧刚度对优化设计的影响。
{"title":"Optimal design of electro-thermo-mechanical microactuators considering minimum length scale constraints","authors":"Jinqing Zhan, Jiakun Yan, Benliang Zhu, Min Liu","doi":"10.1177/09544062241263446","DOIUrl":"https://doi.org/10.1177/09544062241263446","url":null,"abstract":"To ensure the manufacturability of compliant mechanisms, this paper presents a new approach for optimal design of electro-thermo-mechanical microactuators by employing minimum length scale constraints. A sequential coupling method is adopted to carry out finite element analysis for electric-thermal-mechanical coupling multiphysics. The inflection point fields of the solid and void phases are identified by structural indicator functions. The minimum length scales of the solid and void phases are adopted as constraints. The optimization objective is designed to maximize the output displacements of electro-thermo-mechanical microactuators. The validity of the proposed optimal design method is demonstrated through several numerical examples. In the optimal designs obtained by the proposed method, the minimum length scales of the two phases can be properly controlled. The electro-thermo-mechanical microactuator’s output displacements decrease when the allowable value of the minimum length scale is increased. The effects of different mesh discretizations and output spring stiffnesses on the optimized designs are discussed.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"31 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanical characterization and study on morphological properties: Natural and agro waste utilization of reinforced polyester hybrid composites 机械表征和形态特性研究:利用天然废料和农业废料生产增强聚酯混合复合材料
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241258077
V Vinoth, S Sathiyamurthy, N Ananthi, S Jayabal
Eco-conscious products are currently garnering significant attention due to their abundant availability and versatile applications in various engineering contexts. The distinctive properties of natural fibers make them readily substitutable for synthetic fibers. A substantial one million tonnes of fiber waste, primarily composed of paddy straw fiber, is generated globally. The research emphasis revolves around the adoption of the Waste to Wealth technique, a highly efficient process aimed at repurposing waste materials. This approach plays a pivotal role in curbing air pollution, specifically by preventing the incineration of the residual portion of paddy straw fiber on agricultural lands. The study involves the collection of paddy straw fiber from agricultural fields, with subsequent extraction facilitated by an extracting machine. Employing a chemical treatment process enhances the adhesion properties between the fiber and matrix. Consequently, comprehensive fiber tests, including the single fiber test, fiber tenacity, and fiber fineness, were meticulously examined for both treated and untreated fibers. The reinforcements and matrix were taken by the weight percentage of 50:50 with different fiber length (25, 50, 75, 100 mm) using the compression moulding machine with 300 mm × 300 mm × 3 mm dimensions. After making the laminates, the samples were cut as per the ASTM standard. The mechanical and morphological behavior of the hybrid fiber-reinforced polyester composites were evaluated, and the water absorption property in the concerned laminates was studied.
具有生态意识的产品因其丰富的可获得性和在各种工程领域的广泛应用而备受关注。天然纤维的独特性能使其很容易替代合成纤维。全球产生的纤维废料高达一百万吨,主要由稻草纤维组成。研究重点围绕着 "变废为宝 "技术的采用,这是一种旨在重新利用废料的高效工艺。这种方法在遏制空气污染方面发挥着关键作用,特别是通过防止在农田中焚烧稻草纤维的剩余部分。这项研究涉及从农田中收集稻草纤维,然后用提取机进行提取。采用化学处理工艺可增强纤维与基质之间的粘附性能。因此,对处理过和未处理过的纤维都进行了全面的纤维测试,包括单纤维测试、纤维韧性和纤维细度。使用尺寸为 300 mm × 300 mm × 3 mm 的压缩成型机,按 50:50 的重量比例取不同纤维长度(25、50、75、100 mm)的增强纤维和基体。制成层压板后,按照 ASTM 标准切割样品。评估了混合纤维增强聚酯复合材料的机械和形态行为,并研究了相关层压板的吸水性能。
{"title":"Mechanical characterization and study on morphological properties: Natural and agro waste utilization of reinforced polyester hybrid composites","authors":"V Vinoth, S Sathiyamurthy, N Ananthi, S Jayabal","doi":"10.1177/09544062241258077","DOIUrl":"https://doi.org/10.1177/09544062241258077","url":null,"abstract":"Eco-conscious products are currently garnering significant attention due to their abundant availability and versatile applications in various engineering contexts. The distinctive properties of natural fibers make them readily substitutable for synthetic fibers. A substantial one million tonnes of fiber waste, primarily composed of paddy straw fiber, is generated globally. The research emphasis revolves around the adoption of the Waste to Wealth technique, a highly efficient process aimed at repurposing waste materials. This approach plays a pivotal role in curbing air pollution, specifically by preventing the incineration of the residual portion of paddy straw fiber on agricultural lands. The study involves the collection of paddy straw fiber from agricultural fields, with subsequent extraction facilitated by an extracting machine. Employing a chemical treatment process enhances the adhesion properties between the fiber and matrix. Consequently, comprehensive fiber tests, including the single fiber test, fiber tenacity, and fiber fineness, were meticulously examined for both treated and untreated fibers. The reinforcements and matrix were taken by the weight percentage of 50:50 with different fiber length (25, 50, 75, 100 mm) using the compression moulding machine with 300 mm × 300 mm × 3 mm dimensions. After making the laminates, the samples were cut as per the ASTM standard. The mechanical and morphological behavior of the hybrid fiber-reinforced polyester composites were evaluated, and the water absorption property in the concerned laminates was studied.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"22 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimization of PID controller for stepper motor speed control system based on improved sparrow search algorithm 基于改进的麻雀搜索算法优化步进电机速度控制系统的 PID 控制器
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241261268
Mingfeng Zhang, Chuntian Xu, Lin Li, Zihuimin Wang, Xu Zong
To improve the control accuracy of the stepper motor, a PID controller based on an improved sparrow search algorithm (ISSA-PID) is designed to improve the response speed as well as the robustness of the closed-loop speed control of the stepper motor by optimizing the position update formula and the step size control parameters based on the sparrow search algorithm. ISSA-PID is applied to the stepper motor speed control system in Matlab and tested by Ramp-up Load and applying perturbation simulation respectively. By comparing with traditional PID, Differential Evolution algorithm PID controller, Particle Swarm Optimization algorithm PID controller, and Ant Lion Optimization algorithm PID controller, the results show that ISSA-PID not only improves the convergence speed and accuracy but also performs better in terms of stability. Finally, the experimental platform of the stepper motor speed control system is built to experimentally verify the performance of the ISSA-PID controller, and the experimental results show that ISSA-PID has stronger robustness and faster response speed compared with the remaining four controllers.
为了提高步进电机的控制精度,设计了一种基于改进的麻雀搜索算法(ISSA-PID)的 PID 控制器,通过优化基于麻雀搜索算法的位置更新公式和步长控制参数,提高步进电机闭环速度控制的响应速度和鲁棒性。在 Matlab 中将 ISSA-PID 应用于步进电机速度控制系统,并分别进行了斜坡加载和扰动仿真测试。通过与传统 PID、差分进化算法 PID 控制器、粒子群优化算法 PID 控制器和蚁狮优化算法 PID 控制器的比较,结果表明 ISSA-PID 不仅提高了收敛速度和精度,而且在稳定性方面表现更好。最后,搭建了步进电机速度控制系统的实验平台,对 ISSA-PID 控制器的性能进行了实验验证,实验结果表明,与其余四种控制器相比,ISSA-PID 具有更强的鲁棒性和更快的响应速度。
{"title":"Optimization of PID controller for stepper motor speed control system based on improved sparrow search algorithm","authors":"Mingfeng Zhang, Chuntian Xu, Lin Li, Zihuimin Wang, Xu Zong","doi":"10.1177/09544062241261268","DOIUrl":"https://doi.org/10.1177/09544062241261268","url":null,"abstract":"To improve the control accuracy of the stepper motor, a PID controller based on an improved sparrow search algorithm (ISSA-PID) is designed to improve the response speed as well as the robustness of the closed-loop speed control of the stepper motor by optimizing the position update formula and the step size control parameters based on the sparrow search algorithm. ISSA-PID is applied to the stepper motor speed control system in Matlab and tested by Ramp-up Load and applying perturbation simulation respectively. By comparing with traditional PID, Differential Evolution algorithm PID controller, Particle Swarm Optimization algorithm PID controller, and Ant Lion Optimization algorithm PID controller, the results show that ISSA-PID not only improves the convergence speed and accuracy but also performs better in terms of stability. Finally, the experimental platform of the stepper motor speed control system is built to experimentally verify the performance of the ISSA-PID controller, and the experimental results show that ISSA-PID has stronger robustness and faster response speed compared with the remaining four controllers.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"95 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A hybrid dynamic adversarial domain adaptation network with multi-channel attention mechanism for rotating machinery unsupervised fault diagnosis under varying operating conditions 具有多通道关注机制的混合动态对抗域适应网络,用于不同运行条件下旋转机械的无监督故障诊断
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241266349
Hangbo Duan, Zongyan Cai, Yuanbo Xu
Data-driven intelligent fault diagnosis methods have been extensively researched and applied in rotating machinery. In practical application scenarios, factors such as variable operating conditions and scarcity of labeled samples in rotating machinery hinder the engineering application and promotion of diagnostic models. To address these challenges, this paper proposes an unsupervised domain adaptation network called the Multi-scale Hybrid Domain Adaptation with Attention (MHDAA). Firstly, a multi-scale convolutional module was developed to extract fault features at different scales. Secondly, a multi-channel attention mechanism was proposed to enable the convolution layers of different convolution kernels fully extract feature information. Finally, a hybrid domain adaptation was constructed to dynamically extract invariant features from both the source and target domains. The method was evaluated in multiple transfer scenarios of planetary gearboxes and bearings. Experimental results demonstrate that the proposed method can effectively utilize fault features with high correlation from multiple source domains to complete fault diagnosis with unknown data labels in the target domain. Moreover, the proposed method exhibits superior diagnostic performance.
数据驱动的智能故障诊断方法在旋转机械领域得到了广泛的研究和应用。在实际应用场景中,旋转机械的运行条件多变、标注样本稀缺等因素阻碍了诊断模型的工程应用和推广。为应对这些挑战,本文提出了一种无监督域自适应网络,称为多尺度混合注意域自适应(MHDAA)。首先,开发了一个多尺度卷积模块来提取不同尺度的故障特征。其次,提出了一种多通道关注机制,使不同卷积核的卷积层能够充分提取特征信息。最后,构建了一种混合域自适应方法,以动态提取源域和目标域的不变特征。该方法在行星齿轮箱和轴承的多个传输场景中进行了评估。实验结果表明,所提出的方法能有效利用来自多个源域的高相关性故障特征,在目标域数据标签未知的情况下完成故障诊断。此外,所提出的方法还具有卓越的诊断性能。
{"title":"A hybrid dynamic adversarial domain adaptation network with multi-channel attention mechanism for rotating machinery unsupervised fault diagnosis under varying operating conditions","authors":"Hangbo Duan, Zongyan Cai, Yuanbo Xu","doi":"10.1177/09544062241266349","DOIUrl":"https://doi.org/10.1177/09544062241266349","url":null,"abstract":"Data-driven intelligent fault diagnosis methods have been extensively researched and applied in rotating machinery. In practical application scenarios, factors such as variable operating conditions and scarcity of labeled samples in rotating machinery hinder the engineering application and promotion of diagnostic models. To address these challenges, this paper proposes an unsupervised domain adaptation network called the Multi-scale Hybrid Domain Adaptation with Attention (MHDAA). Firstly, a multi-scale convolutional module was developed to extract fault features at different scales. Secondly, a multi-channel attention mechanism was proposed to enable the convolution layers of different convolution kernels fully extract feature information. Finally, a hybrid domain adaptation was constructed to dynamically extract invariant features from both the source and target domains. The method was evaluated in multiple transfer scenarios of planetary gearboxes and bearings. Experimental results demonstrate that the proposed method can effectively utilize fault features with high correlation from multiple source domains to complete fault diagnosis with unknown data labels in the target domain. Moreover, the proposed method exhibits superior diagnostic performance.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"51 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A knowledge-based fault diagnosis method for rolling bearings without fault sample training 无需故障样本训练的基于知识的滚动轴承故障诊断方法
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241264267
Zhuoxiang Chen, Qing Zhang, Jianqun Zhang, Xianrong Qin, Yuantao Sun
Rolling bearings are indispensable components of many engineering machinery, especially rotating machinery. If rolling bearing faults are not diagnosed promptly, it may cause huge economic losses. Bearing fault diagnosis can avoid catastrophic accidents, ensure the reliability of equipment operation, and reduce maintenance costs. Existing intelligent bearing fault diagnosis methods have fast diagnosis speeds and excellent fault recognition capabilities, which is not feasible for most important mechanical devices because of the difficulty in obtaining fault samples for training. To tackle this problem, a two-stage bearing fault diagnosis method without fault sample training based on fault feature knowledge is proposed. In the first stage, a fault detection vector is constructed based on signal statistical indicators. The Mahalanobis distance of the feature vector between online signals and historical normal signals serves for anomaly detection. In the second stage, based on the bearing fault knowledge, envelope spectrum fault indicators are proposed to form diagnosis vectors. By calculating the similarity between the diagnosis vector and the present fault label, the probability of different fault types will be obtained. Three experimental analyses show that the method is effective in detecting early faults and achieves high fault identification accuracy. The above results advantageously prove that the method can be used for fault diagnosis without fault sample training, and has the possibility of practical application.
滚动轴承是许多工程机械,尤其是旋转机械不可或缺的部件。如果不及时诊断滚动轴承故障,可能会造成巨大的经济损失。轴承故障诊断可以避免灾难性事故的发生,确保设备运行的可靠性,降低维护成本。现有的智能轴承故障诊断方法诊断速度快、故障识别能力强,但由于难以获得故障样本进行训练,因此对于大多数重要的机械设备来说并不可行。针对这一问题,本文提出了一种基于故障特征知识、无需故障样本训练的两阶段轴承故障诊断方法。在第一阶段,根据信号统计指标构建故障检测向量。在线信号与历史正常信号之间特征向量的 Mahalanobis 距离可用于异常检测。第二阶段,根据轴承故障知识,提出包络谱故障指标,形成诊断向量。通过计算诊断向量与当前故障标签之间的相似度,得出不同故障类型的概率。三项实验分析表明,该方法能有效检测早期故障,故障识别准确率高。上述结果有力地证明了该方法无需故障样本训练即可用于故障诊断,具有实际应用的可能性。
{"title":"A knowledge-based fault diagnosis method for rolling bearings without fault sample training","authors":"Zhuoxiang Chen, Qing Zhang, Jianqun Zhang, Xianrong Qin, Yuantao Sun","doi":"10.1177/09544062241264267","DOIUrl":"https://doi.org/10.1177/09544062241264267","url":null,"abstract":"Rolling bearings are indispensable components of many engineering machinery, especially rotating machinery. If rolling bearing faults are not diagnosed promptly, it may cause huge economic losses. Bearing fault diagnosis can avoid catastrophic accidents, ensure the reliability of equipment operation, and reduce maintenance costs. Existing intelligent bearing fault diagnosis methods have fast diagnosis speeds and excellent fault recognition capabilities, which is not feasible for most important mechanical devices because of the difficulty in obtaining fault samples for training. To tackle this problem, a two-stage bearing fault diagnosis method without fault sample training based on fault feature knowledge is proposed. In the first stage, a fault detection vector is constructed based on signal statistical indicators. The Mahalanobis distance of the feature vector between online signals and historical normal signals serves for anomaly detection. In the second stage, based on the bearing fault knowledge, envelope spectrum fault indicators are proposed to form diagnosis vectors. By calculating the similarity between the diagnosis vector and the present fault label, the probability of different fault types will be obtained. Three experimental analyses show that the method is effective in detecting early faults and achieves high fault identification accuracy. The above results advantageously prove that the method can be used for fault diagnosis without fault sample training, and has the possibility of practical application.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"70 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782881","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clearance control of mechanism with sliding mode controller 利用滑模控制器控制机构的间隙
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241266336
Bagher Jamshidi, Morteza Dardel, Hamid Reza Mohammadi Daniali
Due to the design, manufacturing, and assembly processes, joint clearance inevitably occurs in mechanisms. To reduce the undesirable effects of this phenomenon, in this work a practical control method to decrease these effects is presented. This control method ensures permanent joint contact and follows the desired path based on the actuators in the system. As a result, because the controller seeks to achieve two control demands using one actuator, these mechanisms are known as an under-actuated system. For this purpose, an improved second-order sliding-mode controller (IS-SMC) is proposed. This choice is based on its robustness and its ability to meet control demands in a finite time, as well as its high accuracy for sub-excitation systems. In this research, the control method is applied to the crank-slider and the four-bar mechanisms. For this purpose, at first, the equations of these mechanisms have been expressed in an ideal form, and then the nonlinear equations have been extracted with the imperfect joint. The Lankarani-Nikravesh and the Ambrosio models have been used for modeling the clearance and friction force in the joint, respectively. In addition, verification of controller is implemented in Adams software.
由于设计、制造和装配过程的原因,机构中不可避免地会出现关节间隙。为了减少这一现象带来的不良影响,本研究提出了一种实用的控制方法来降低这些影响。这种控制方法可确保永久性的关节接触,并根据系统中的执行器遵循所需的路径。因此,由于控制器试图使用一个执行器实现两个控制要求,这些机构被称为欠激励系统。为此,我们提出了一种改进的二阶滑模控制器(IS-SMC)。之所以选择这种控制器,是因为它具有鲁棒性,能在有限的时间内满足控制要求,而且对于次激励系统具有很高的精度。本研究将该控制方法应用于曲柄滑块和四杆机构。为此,首先以理想形式表达了这些机构的方程,然后提取了非完美关节的非线性方程。Lankarani-Nikravesh 模型和 Ambrosio 模型分别用于建立关节间隙和摩擦力模型。此外,亚当斯软件还对控制器进行了验证。
{"title":"Clearance control of mechanism with sliding mode controller","authors":"Bagher Jamshidi, Morteza Dardel, Hamid Reza Mohammadi Daniali","doi":"10.1177/09544062241266336","DOIUrl":"https://doi.org/10.1177/09544062241266336","url":null,"abstract":"Due to the design, manufacturing, and assembly processes, joint clearance inevitably occurs in mechanisms. To reduce the undesirable effects of this phenomenon, in this work a practical control method to decrease these effects is presented. This control method ensures permanent joint contact and follows the desired path based on the actuators in the system. As a result, because the controller seeks to achieve two control demands using one actuator, these mechanisms are known as an under-actuated system. For this purpose, an improved second-order sliding-mode controller (IS-SMC) is proposed. This choice is based on its robustness and its ability to meet control demands in a finite time, as well as its high accuracy for sub-excitation systems. In this research, the control method is applied to the crank-slider and the four-bar mechanisms. For this purpose, at first, the equations of these mechanisms have been expressed in an ideal form, and then the nonlinear equations have been extracted with the imperfect joint. The Lankarani-Nikravesh and the Ambrosio models have been used for modeling the clearance and friction force in the joint, respectively. In addition, verification of controller is implemented in Adams software.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"26 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141783019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis investigation of the influence of sub-surface shear stress distribution of spur gear 直齿轮表面下剪应力分布影响的分析研究
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241261895
Wenzheng Liu, Rupeng Zhu, Wenguang Zhou, Jingjing Wang
Spur gears endure contact fatigue loads that can lead to surface damage on the gear teeth. Contact fatigue typically arises from dedendum during engineering and experiments, primarily caused by maximum sub-surface shear stress. This study presents a contact model incorporating profile-shift to examine sub-surface shear stress in relation to the occurrence of tooth root pits. Accurate calculations are performed to determine the distribution of sub-surface stress and meshing duration, considering various modification coefficients. The geometric cause affecting the shear stress near the tooth root is found. A deviation coefficient from base circle is proposed to analyze the influence of modification coefficient and pressure angle, which can be used in design reference. The investigation comprehensively explores the effects of profile-shift and pressure angle of spur gears on stress distribution.
正齿轮承受的接触疲劳载荷会导致齿轮齿表面损坏。接触疲劳通常产生于工程和实验过程中的推移,主要由最大的次表面剪应力引起。本研究提出了一种结合轮廓移动的接触模型,以研究与齿根凹坑发生有关的次表面剪应力。考虑到各种修正系数,通过精确计算确定了次表面应力的分布和啮合持续时间。找到了影响牙根附近剪应力的几何原因。提出了一个基圆偏差系数来分析修正系数和压力角的影响,可供设计参考。该研究全面探讨了正齿轮齿廓偏移和压力角对应力分布的影响。
{"title":"Analysis investigation of the influence of sub-surface shear stress distribution of spur gear","authors":"Wenzheng Liu, Rupeng Zhu, Wenguang Zhou, Jingjing Wang","doi":"10.1177/09544062241261895","DOIUrl":"https://doi.org/10.1177/09544062241261895","url":null,"abstract":"Spur gears endure contact fatigue loads that can lead to surface damage on the gear teeth. Contact fatigue typically arises from dedendum during engineering and experiments, primarily caused by maximum sub-surface shear stress. This study presents a contact model incorporating profile-shift to examine sub-surface shear stress in relation to the occurrence of tooth root pits. Accurate calculations are performed to determine the distribution of sub-surface stress and meshing duration, considering various modification coefficients. The geometric cause affecting the shear stress near the tooth root is found. A deviation coefficient from base circle is proposed to analyze the influence of modification coefficient and pressure angle, which can be used in design reference. The investigation comprehensively explores the effects of profile-shift and pressure angle of spur gears on stress distribution.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"71 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on time-energy optimal trajectory planning of articulated heavy-duty robot 铰接式重载机器人的时间-能量最优轨迹规划研究
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241266149
Ming Han, Bin Xiong, Jinyue Liu, Dong Yang, Tiejun Li
Articulated heavy-duty robots are more and more widely used in the construction environment. Aiming at the problems of low working efficiency and high energy consumption of this kind of robot, a multi-objective adaptive trajectory planning method combining path optimization and trajectory optimization is proposed to improve the working efficiency of the robot and reduce energy consumption. Firstly, based on kinematics and dynamic analysis considering friction, the energy consumption model of robot trajectory is constructed. Then, according to the posture of the key points in the known workspace, the optimal path points in the joint space are obtained by a path point solution method considering the joint load characteristics. On this basis, a multi-objective model considering running time and energy consumption is established to plan the interpolation trajectory of the joint space of the quintic B-spline curve. Finally, constrained by the velocity, acceleration and torque of the joint of the manipulator, the optimal solution is obtained by using the elite non-dominated sorting genetic algorithm (NSGA-II), and the optimal weight factor is selected by a multi-objective adaptive optimization method to obtain the optimal position-time series. The experimental results show that compared with the quintic polynomial trajectory optimization method, the energy consumption of the proposed method is reduced by 10.90% under the same working efficiency. The research results of this paper provide a new optimization idea for other target trajectory planning.
关节型重载机器人在建筑环境中的应用越来越广泛。针对此类机器人工作效率低、能耗高的问题,提出了一种结合路径优化和轨迹优化的多目标自适应轨迹规划方法,以提高机器人的工作效率,降低能耗。首先,基于运动学和动力学分析,考虑摩擦因素,构建机器人轨迹能耗模型。然后,根据已知工作空间中关键点的姿态,通过路径点求解方法,考虑关节负载特性,得到关节空间中的最优路径点。在此基础上,建立考虑运行时间和能耗的多目标模型,规划五次 B-样条曲线关节空间的插补轨迹。最后,在机械手关节速度、加速度和扭矩的约束下,利用精英非支配排序遗传算法(NSGA-II)获得最优解,并通过多目标自适应优化方法选择最优权重因子,从而获得最优位置-时间序列。实验结果表明,与五次多项式轨迹优化方法相比,在工作效率相同的情况下,所提方法的能耗降低了 10.90%。本文的研究成果为其他目标轨迹规划提供了一种新的优化思路。
{"title":"Research on time-energy optimal trajectory planning of articulated heavy-duty robot","authors":"Ming Han, Bin Xiong, Jinyue Liu, Dong Yang, Tiejun Li","doi":"10.1177/09544062241266149","DOIUrl":"https://doi.org/10.1177/09544062241266149","url":null,"abstract":"Articulated heavy-duty robots are more and more widely used in the construction environment. Aiming at the problems of low working efficiency and high energy consumption of this kind of robot, a multi-objective adaptive trajectory planning method combining path optimization and trajectory optimization is proposed to improve the working efficiency of the robot and reduce energy consumption. Firstly, based on kinematics and dynamic analysis considering friction, the energy consumption model of robot trajectory is constructed. Then, according to the posture of the key points in the known workspace, the optimal path points in the joint space are obtained by a path point solution method considering the joint load characteristics. On this basis, a multi-objective model considering running time and energy consumption is established to plan the interpolation trajectory of the joint space of the quintic B-spline curve. Finally, constrained by the velocity, acceleration and torque of the joint of the manipulator, the optimal solution is obtained by using the elite non-dominated sorting genetic algorithm (NSGA-II), and the optimal weight factor is selected by a multi-objective adaptive optimization method to obtain the optimal position-time series. The experimental results show that compared with the quintic polynomial trajectory optimization method, the energy consumption of the proposed method is reduced by 10.90% under the same working efficiency. The research results of this paper provide a new optimization idea for other target trajectory planning.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"4 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation on mechanical properties of bronze infill PLA composite fabricated by fused deposition modelling 熔融沉积建模法制造的青铜填充聚乳酸复合材料力学性能研究
IF 2 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2024-07-26 DOI: 10.1177/09544062241262255
K. Ravi Kumar, K. Sivavel Annamalai, H. Sriram, Nisha Soms
This study is on the mechanical properties of bronze infill poly lactic acid composites fabricated by fused deposition modelling. By changing the nozzle temperature, printing speed, layer thickness and infill density the mechanical properties of the composites were studied. Tensile, flexural and impact strength tests were conducted on the composite specimen. Mathematical models were developed using response surface methodology and the significance of the models was tested using analysis of variance. Increase in infill density and nozzle temperature increased the strengths of the composites. Increase in layer thickness and printing speed decreased the strengths of the composite specimen. Tensile strength is primarily influenced by infill density (38.82%), flexural strength is primarily influenced by Nozzle Temperature contributes (44.02%) while Infill density (58.12%) plays the major role in contributing the impact strength followed by other parameters. The highest tensile strength, flexural strength, impact strength values obtained in this study are 19.3 (N/mm2), 36.08 (N/mm2) and 0.26 (kJ/m2) respectively. The mechanism of the fractured specimen was investigated using scanning electron microscopy. Fracture mechanisms such as cracks, infill gaps, voids, interface, delamination, hillocks, particle pull out, delamination had an effect on the fracture of composite specimens.
这项研究是关于通过熔融沉积模型制造的青铜填充聚乳酸复合材料的机械性能。通过改变喷嘴温度、印刷速度、层厚度和填充密度,研究了复合材料的机械性能。对复合材料试样进行了拉伸、弯曲和冲击强度测试。使用响应面方法建立了数学模型,并使用方差分析对模型的显著性进行了测试。填充密度和喷嘴温度的增加提高了复合材料的强度。增加层厚度和印刷速度会降低复合材料试样的强度。拉伸强度主要受填充密度的影响(38.82%),弯曲强度主要受喷嘴温度的影响(44.02%),而填充密度(58.12%)对冲击强度的影响最大,其次是其他参数。本研究获得的最高拉伸强度、弯曲强度和冲击强度值分别为 19.3 (N/mm2)、36.08 (N/mm2) 和 0.26 (kJ/m2)。使用扫描电子显微镜对试样的断裂机理进行了研究。裂缝、填充间隙、空隙、界面、分层、山丘、颗粒拉出、分层等断裂机制对复合材料试样的断裂有影响。
{"title":"Investigation on mechanical properties of bronze infill PLA composite fabricated by fused deposition modelling","authors":"K. Ravi Kumar, K. Sivavel Annamalai, H. Sriram, Nisha Soms","doi":"10.1177/09544062241262255","DOIUrl":"https://doi.org/10.1177/09544062241262255","url":null,"abstract":"This study is on the mechanical properties of bronze infill poly lactic acid composites fabricated by fused deposition modelling. By changing the nozzle temperature, printing speed, layer thickness and infill density the mechanical properties of the composites were studied. Tensile, flexural and impact strength tests were conducted on the composite specimen. Mathematical models were developed using response surface methodology and the significance of the models was tested using analysis of variance. Increase in infill density and nozzle temperature increased the strengths of the composites. Increase in layer thickness and printing speed decreased the strengths of the composite specimen. Tensile strength is primarily influenced by infill density (38.82%), flexural strength is primarily influenced by Nozzle Temperature contributes (44.02%) while Infill density (58.12%) plays the major role in contributing the impact strength followed by other parameters. The highest tensile strength, flexural strength, impact strength values obtained in this study are 19.3 (N/mm<jats:sup>2</jats:sup>), 36.08 (N/mm<jats:sup>2</jats:sup>) and 0.26 (kJ/m<jats:sup>2</jats:sup>) respectively. The mechanism of the fractured specimen was investigated using scanning electron microscopy. Fracture mechanisms such as cracks, infill gaps, voids, interface, delamination, hillocks, particle pull out, delamination had an effect on the fracture of composite specimens.","PeriodicalId":20558,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science","volume":"71 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1