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Obstacle Avoidance Path Planning of a 4-DOF Weapon Arm Based on Improved RRT (RRT-H) Algorithm 基于改进 RRT(RRT-H)算法的 4-DOF 武器臂避障路径规划
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-22 DOI: 10.1155/2024/3866834
Kaifan Zou, Xiaorong Guan, Zhong Li, Huibin Li, Changlong Jiang, Zihui Zhu
To improve soldiers’ combat capability, weapon arms have a good development prospect. However, due to special work scenarios and tasks, new requirements are exerted on. Based on the fast-expanding random tree algorithm (RRT), path algorithm optimization (RRT-H) is proposed for the path planning of weapon arms. Overall path optimization is achieved by reducing the local path length with a closer path point planning to the obstacle. In a complex environment, the RRT-H algorithm can avoid local traps by guiding the new path extension direction and exploring multiple different paths in the map. The superiority of this algorithm is verified with 2D plane obstacle avoidance and pathfinding simulation experiments. Compared to , smart, and information , the RRT-H can obtain high-quality calculation results in a shorter time. After setting degrees of freedom (DOF) as that of variables, the algorithm is applied to the 4-DOF weapon arm, which confirms an effective reduction to the 4-DOF weapon arm’s motion costs.
为了提高士兵的作战能力,武器装备有着良好的发展前景。然而,由于特殊的工作场景和任务,对武器装备提出了新的要求。在快速扩展随机树算法(RRT)的基础上,针对武器装备的路径规划提出了路径算法优化(RRT-H)。通过减少局部路径长度,使路径点规划更接近障碍物,从而实现整体路径优化。在复杂环境中,RRT-H 算法可以通过引导新的路径延伸方向和探索地图中的多条不同路径来避免局部陷阱。二维平面避障和寻路模拟实验验证了该算法的优越性。与、智能和信息相比,RRT-H 可以在更短的时间内获得高质量的计算结果。在将自由度(DOF)设置为变量后,将该算法应用于 4-DOF 武器臂,证实有效降低了 4-DOF 武器臂的运动成本。
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引用次数: 0
A Case Study of Tunnel Reinforcement Measure during Traffic Upgrading in Chongqing City, China 中国重庆市交通升级期间隧道加固措施案例研究
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-20 DOI: 10.1155/2024/5533105
Zhiwei Cai, Tongqing Wu, Hao Zhang, Jie Liu, Zhao Xiang, Ying Tao, Xingfa Feng
Because the urban tunnel is an essential knot of urban traffic and an easy blocking point in busy hours, upgrading the urban tunnel was necessary for the city after the tunnel being in service for a long time. However, to demolish the existing tunnel, some problems may be encountered, and these problems include occurrence of longitudinal cracks at the tunnel vault, increase of load due to infrastructure construction over the tunnel, unloading due to excavation of the rock over the tunnel, and uneven load due to asymmetric excavation or construction. To reinforce a cracked tunnel in Chongqing City, China, steel arches were installed to improve its bearing capacity, but some steel arches failed during the excavation of ground over the tunnel. Therefore, the scheme of “steel arch + shotcrete + tube column + transversal horizontal bracing” (hereinafter referred to as SASTCT) was proposed to ensure tunnel safety due to unloading and uneven load during the subsequent construction procedures. Numerical analysis indicated that the SASTCT measure can ensure the safety of the traffic and subsequent construction, which can provide some suggestions for similar tunnel upgrades in the future.
由于城市隧道是城市交通的咽喉要道,也是繁忙时段的易堵点,在隧道长期使用后,对城市隧道进行改造是必要的。然而,在拆除现有隧道时,可能会遇到一些问题,包括隧道拱顶出现纵向裂缝、隧道上部基建施工导致荷载增加、隧道上部岩石开挖导致卸载、开挖或施工不对称导致荷载不均匀等。为加固中国重庆市一条开裂的隧道,安装了钢拱架以提高其承载能力,但在隧道上方的地面开挖过程中,部分钢拱架失效。因此,提出了 "钢拱架+喷射混凝土+管柱+横向水平支撑"(以下简称 SASTCT)方案,以确保隧道在后续施工过程中因卸载和不均匀荷载而产生的安全。数值分析表明,SASTCT 措施能够确保行车和后续施工的安全,可为今后类似的隧道升级改造提供一些建议。
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引用次数: 0
Navigation Path Following Platform for a Greenhouse Shuttle Robot Using the State-flow Method 使用状态流方法的温室穿梭机器人导航路径跟踪平台
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-19 DOI: 10.1155/2024/8810990
Heonjong Yoo, Donkyu Baek, Seong-gon Choi
Localization is an important method for autonomous indoor robots to recognize their positions. Generally, the navigation of a mobile robot is conducted using a camera, Lidar, and global positioning system. However, for an indoor environment, GPS is unavailable. Therefore, a, state-trajectory tracking method is utilized based on a Lidar map. This paper presents the path following of an autonomous indoor mobile robot, that is, a shuttle robot, using a state-flow method via a robot operating system network. MATLAB and Linux high-level computers and an inertial measurement unit sensor are used to obtain the Cartesian coordinate information of a bicycle-type mobile robot. The path following problem can be solved in the state-flow block by setting appropriate time and linear and angular velocity variables. After the predetermined time, the linear and angular velocities are set based on the length of the path and radius of the quarter-circle of the left and right turns in the state-flow block, path planning, which can execute the work effectively, is established using the state-flow algorithm. The state-flow block produces time-series data that are sent to Linux system, which facilitates real-time mobile platform path following scenario. Several cases within the path-following problem of the mobile robot were considered, depending on the linear and angular velocity settings: the mobile robot moved forward and backward, turned in the right and left directions on the circular path. The effectiveness of the method was demonstrated using the desktop-based indoor mobile robot control results. Thus, the paper focuses on the application of the state-flow algorithm to the shuttle robot specifically in the narrow indoor environment.
定位是自主室内机器人识别自身位置的重要方法。一般来说,移动机器人的导航是通过摄像头、激光雷达和全球定位系统进行的。然而,在室内环境中,全球定位系统是不可用的。因此,需要使用基于激光雷达地图的状态轨迹跟踪方法。本文介绍了通过机器人操作系统网络使用状态流方法对自主室内移动机器人(即穿梭机器人)进行路径跟踪的方法。使用 MATLAB 和 Linux 高级计算机以及惯性测量单元传感器获取自行车型移动机器人的笛卡尔坐标信息。通过设置适当的时间、线速度和角速度变量,可以在状态流模块中解决路径跟踪问题。在预定时间之后,根据状态流程序块中左右转弯的路径长度和四分之一圆半径设置线速度和角速度,利用状态流算法建立能够有效执行工作的路径规划。状态流程序块产生的时间序列数据被发送到 Linux 系统,这为实时移动平台路径跟踪场景提供了便利。根据线速度和角速度的设置,考虑了移动机器人路径跟踪问题中的几种情况:移动机器人在圆形路径上前后移动、左右转弯。利用基于桌面的室内移动机器人控制结果证明了该方法的有效性。因此,本文重点讨论了状态流算法在穿梭机器人上的应用,特别是在狭窄的室内环境中的应用。
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引用次数: 0
Development of a Digital Twin Framework for a PV System to Resolve Partial Shading 为光伏系统开发数字孪生框架以解决部分遮阳问题
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-15 DOI: 10.1155/2024/8374487
Bavithra Karunanidhi, Latha Ramasamy, Albert Alexander Stonier, Charles Raja Sathiasamuel
Digital twin (DT) is a prolific buzzword in this era, where digitization plays a significant role. The perception of solar energy harvesting has been gaining popularity with the advent of solar panels. Solar asset maintenance is a need of the hour for investors because of the smart city scheme and green building certificate evaluation for all industries, educational institutions, etc. Among the list of factors that reduce PV system efficiency, the issue of partial shading is a vital distress that must be resolved. This paper focuses on the development of a digital twin framework that is proactively driven by shading patterns and a proposed optimization-based reconfiguration embedded controller that electronically relocates the panel in the physical world. The real-time system has been created for a three-by-three series parallel panel arrangement. The proposed switching matrix controller achieves the maximum power, i.e., 40% of increased power output, row current difference is made almost zero from 3 to 4 A, and fill factor increases by 20% by reconfiguring the solar array. It is done based on a decision taken by a nature-inspired (equal irradiation distribution algorithm) or puzzle-based (skyscraper) optimization algorithm. Switching matrix controllers overcome the disadvantages of physical relocation. The users can query the digital twin build to know the historical performance and current operating conditions of the system. It can trigger alarms as early warnings and make predictions about possible system anomalies, if and when they occur using a digital twin.
数字孪生(DT)是当今时代的一个热门词汇,在这个时代,数字化发挥着重要作用。随着太阳能电池板的出现,人们对太阳能收集的认识日益普及。由于智慧城市计划和对所有工业、教育机构等的绿色建筑证书评估,太阳能资产维护成为投资者的当务之急。在一系列降低光伏系统效率的因素中,局部遮阳问题是一个必须解决的重要问题。本文重点讨论了数字孪生框架的开发,该框架由遮阳模式和基于优化的重新配置嵌入式控制器(可在物理世界中以电子方式重新定位面板)主动驱动。实时系统是为三乘三的串联并联面板布置而创建的。通过重新配置太阳能电池阵列,拟议的开关矩阵控制器实现了最大功率,即增加了 40% 的功率输出,行电流差从 3 A 到 4 A 几乎为零,填充系数增加了 20%。这是由自然启发(等辐照分布算法)或基于拼图(摩天大楼)的优化算法决定的。切换矩阵控制器克服了物理搬迁的缺点。用户可以查询数字孪生构建,了解系统的历史性能和当前运行状况。利用数字孪生,可以触发警报作为预警,并对可能出现的系统异常情况进行预测。
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引用次数: 0
Sparse Regularization Based on Orthogonal Tensor Dictionary Learning for Inverse Problems 基于正交张量字典学习的稀疏正则化逆向问题
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-15 DOI: 10.1155/2024/9655008
Diriba Gemechu
In seismic data processing, data recovery including reconstruction of the missing trace and removal of noise from the recorded data are the key steps in improving the signal-to-noise ratio (SNR). The reconstruction of seismic data and removal of noise becomes a sparse optimization problem that can be solved by using sparse regularization. Sparse regularization is a key tool in the solution of inverse problems. They are used to introduce prior knowledge and make the approximation of ill-posed inverses feasible. It deals with ill-posedness by replacing an ill-posed inverse problem with a well-posed problem that has a solution close to the true solution. In the last 2 decades, interest has shifted from linear toward nonlinear regularization methods even for linear inverse problems. In inverse problems, regularizations serve as stabilizing the solution of ill-posed inverse problems and give a solution that adequately fits measurements without producing unjustifiably complex artifacts. In this paper, we present a novel sparse regularization based on a tensor-based dictionary method for inverse problems (seismic data interpolation and denoising). This regularization avoids the vectorization step for sparse representation of seismic data during the reconstruction process. The key step in sparsifying signals is the choice of sparsity-promoting dictionary learning. The learning-based approach can adaptively sparsify datasets but has high computational complexity and involves no prior-constraint pattern information for the dataset. Many existing dictionary learning methods would be computationally infeasible for the high dimensional seismic data processing. These methods also destroy the essential information as well as it reduces the discriminability and expressibility of the signal, since they deal with vectorization. In this paper, the orthogonal tensor dictionary learning that learns a dictionary from the input data by employing orthogonality and separability is proposed as sparse regularization for the inverse problems. The performance of the proposed method was validated in seismic data interpolation and denoising individually as well as simultaneously. Numerical examples of synthetic and real seismic datasets demonstrate the validity of the proposed method. The SNR of the recovered data confirms that the proposed method is the most effective method than K-singular value decomposition and orthogonal dictionary learning methods.
在地震数据处理中,数据恢复(包括重建缺失地震道和去除记录数据中的噪声)是提高信噪比(SNR)的关键步骤。地震数据重建和噪声去除是一个稀疏优化问题,可以通过稀疏正则化来解决。稀疏正则化是解决逆问题的关键工具。稀疏正则化用于引入先验知识,并使近似反问题变得可行。稀疏正则化通过用一个接近真解的好解问题来替代不好解的逆问题,从而解决不好解的问题。在过去 20 年中,人们对线性正则化方法的兴趣已经从线性转向非线性,即使是线性逆问题也不例外。在逆问题中,正则化可以稳定求解条件不佳的逆问题,并给出一个能充分拟合测量结果的解,而不会产生不合理的复杂假象。在本文中,我们针对逆问题(地震数据插值和去噪)提出了一种基于张量字典方法的新型稀疏正则化。这种正则化避免了重建过程中地震数据稀疏表示的矢量化步骤。稀疏化信号的关键步骤是选择促进稀疏化的词典学习。基于学习的方法可以自适应地稀疏化数据集,但计算复杂度高,且不涉及数据集的先验约束模式信息。对于高维地震数据处理而言,许多现有的字典学习方法在计算上是不可行的。由于这些方法处理的是矢量化问题,因此还破坏了基本信息,降低了信号的可辨别性和可表达性。本文提出了正交张量字典学习法,通过利用正交性和分离性从输入数据中学习字典,作为逆问题的稀疏正则化。该方法的性能在地震数据单独插值和去噪以及同时插值和去噪中得到了验证。合成和真实地震数据集的数值示例证明了所提方法的有效性。恢复数据的信噪比证实,与 K-singular 值分解法和正交字典学习法相比,所提出的方法是最有效的方法。
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引用次数: 0
A New Integrated Approach for Cloud Service Composition and Sharing Using a Hybrid Algorithm 使用混合算法的云服务合成与共享综合新方法
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-12 DOI: 10.1155/2024/3136546
Jayaudhaya J., Jayaraj R., Ramash Kumar K.
The concept of a “Smart City” emphasizes the need to employ information and communication technologies to strengthen the quality, connectivity, and efficiency of various municipal services. Cloud computing and the Internet of Things are shaping future tech. Both ideas greatly impact smart city application and solution development. Cloud computing is amazing at managing and storing remote service access. Several companies have switched to cloud leasing to reduce local resource burden. Due to the intricacy and flexibility of cloud-maintained services, selecting jobs that best suit client needs should be optimized. Quality of service criteria for each cloud service are the best tools for choosing and optimizing cloud carriers. Genetic algorithms (GAs) and ant colony optimization (ACO) are combined to make cloud computing. It is discovered that the recommended ACO + GA obtains an accuracy of 82% when compared to existing methods of energy- and reliability-aware multiobjective optimization method and the hybrid cuckoo particles swarm, artificial bee colony optimization (CPS + ABCO) where accuracy is 68% and 75%, respectively.
智慧城市 "的概念强调需要利用信息和通信技术来提高各种市政服务的质量、连通性和效率。云计算和物联网正在塑造未来的技术。这两种理念都对智慧城市应用和解决方案的开发产生了重大影响。云计算在管理和存储远程服务访问方面表现出色。一些公司已经转向云租赁,以减轻本地资源负担。由于云维护服务的复杂性和灵活性,应优化选择最适合客户需求的工作。每种云服务的服务质量标准是选择和优化云载体的最佳工具。遗传算法(GA)和蚁群优化(ACO)被结合到云计算中。研究发现,与现有的能量和可靠性感知多目标优化方法以及混合布谷鸟粒子群、人工蜂群优化(CPS + ABCO)方法(准确率分别为 68% 和 75%)相比,推荐的 ACO + GA 获得了 82% 的准确率。
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引用次数: 0
Existence and Uniqueness of Solutions for Fractional-Differential Equation with Boundary Condition Using Nonlinear Multi-Fractional Derivatives 使用非线性多分式导数的带边界条件的分式微分方程解的存在性和唯一性
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-12 DOI: 10.1155/2024/6844686
Chanon Promsakon, Intesham Ansari, Mecieu Wetsah, Anoop Kumar, Kulandhaivel Karthikeyan, Thanin Sitthiwirattham
In this article the existence as well as the uniqueness (EU) of the solutions for nonlinear multiorder fractional-differential equations (FDE) with local boundary conditions and fractional derivatives of different orders (Caputo and Riemann–Liouville) are covered. The existence result is derived from Krasnoselskii’s fixed point theorem and its uniqueness is shown using the Banach contraction mapping principle. To illustrate the reliability of the results, two examples are given.
本文论述了具有局部边界条件和不同阶分数导数(卡普托和黎曼-黎奥维尔)的非线性多阶分数微分方程(FDE)解的存在性和唯一性(EU)。存在性结果来自 Krasnoselskii 定点定理,其唯一性则通过巴拿赫收缩映射原理得到证明。为了说明结果的可靠性,我们举了两个例子。
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引用次数: 0
One-Degree Aerial Device: Control and Experimental Development 一度空中装置:控制和实验开发
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-10 DOI: 10.1155/2024/7118127
Leonardo Acho, Pablo Buenestado, Gisela Pujol-Vázquez
The ball and beam experimental platform is an unstable nonlinear system widely used as a benchmark control setup for testing different controller approaches, especially for beginners on automatic control to improve their control knowledge skills. In this paper, we innovate it by governing the angular position of the beam with a twin-rotor system. Our experiment consists of a beam that rotates through a pivot, in which two propellers are attached to the ends of this beam. Hence, we have a recent one-degree aerial device, and instead of using a ball, we employ a mass moving on the beam, presenting friction on position to its movements on the beam. Then, the control objective is to regulate the mass position at some predefined zone on the beam, ensuring stability and robustness in front of external perturbations and unmodeled uncertainties. To do so, we define a classical PI controller. To assess closed-loop robustness, a mass was introduced to one propeller to induce perturbation, thereby simulating modeling variations or disturbances. The experimental results prove the goodness of our experimental platform for drone applications.
球梁实验平台是一个不稳定的非线性系统,被广泛用作测试不同控制器方法的基准控制装置,尤其适用于自动控制初学者提高控制知识技能。在本文中,我们对其进行了创新,用一个双转子系统来控制横梁的角度位置。我们的实验包括一个通过枢轴旋转的横梁,横梁的两端连接着两个螺旋桨。这样,我们就有了一个最新的一度空中装置,而且我们使用的不是一个球,而是一个在横梁上运动的质量块,它在横梁上的运动会对位置产生摩擦力。然后,控制目标是调节质量块在横梁上某个预定区域的位置,确保其在外部扰动和未建模不确定性面前的稳定性和鲁棒性。为此,我们定义了一个经典的 PI 控制器。为了评估闭环鲁棒性,我们在一个螺旋桨上引入了一个质量块,以引起扰动,从而模拟建模变化或干扰。实验结果证明,我们的实验平台非常适合无人机应用。
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引用次数: 0
Total Face Irregularity Strength of Certain Graphs 某些图形的总面不规则性强度
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-08 DOI: 10.1155/2024/5540959
D. Ahima Emilet, Daniel Paul, R. Jayagopal, Micheal Arockiaraj
The edge -labeling of is defined by a mapping from to a set of integers
图的边标签是由一组整数映射定义的,其中分配给顶点的整数权重为 ,这样,相邻的每个顶点的权重之和必须是不同的。使用被认为是最小值的最多标签的不规则分配被定义为图的不规则强度,可表示为 。还有人进一步研究了我们熟悉的不规则赋值,如平面图的边不规则标签、顶点不规则总标签、边不规则总标签和面不规则全标签。平面图可以定义为嵌入平面中的图,其中没有两条线会相交。在平面图中,存在的区域数量称为面,我们将其表示为 。总面不规则强度的概念是由不规则网络和整个不规则面标记的动机定义的。在我们的论文中,我们获得了两两相连平面图总面不规则强度的最小边界,如循环梯形图、项链图、项链图、同胞树和三角形图。
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引用次数: 0
Research on Nonlinear Vibration of Dual Mass Flywheel Considering Piecewise Linear Stiffness and Damping 考虑片线性刚度和阻尼的双质量飞轮非线性振动研究
4区 工程技术 Q1 Mathematics Pub Date : 2024-02-07 DOI: 10.1155/2024/8683229
Cuicui Wei, Hongen Niu, Liping Zeng
Nonlinear torsional vibration differential equation of the nested arc-shaped short spring dual mass flywheel (DMF) is established, considering the piecewise linear stiffness and damping of the spring. The first-order approximate analytical solution under sinusoidal excitation and the amplitude–frequency characteristic function are obtained by means of the average method which verified by the Runge–Kutta (R–K) method. The effects of the parameters of input excitation, inertia, and piecewise linear stiffness and damping of DMF on the resonant amplitude, resonant frequency band, and equivalent linear natural frequency of the system are analyzed. The results show that the amplitude–frequency characteristic curve bending and jumping with the changes of excitation frequency and the peak of resonant amplitude can be obviously reduced by increasing the inertia of the primary flywheel and decreasing the inertia of the secondary flywheel. The complex nonlinear dynamic phenomena such as Period 1, quasi-periodic, and chaos are obtained by analyzing the forced vibration response under the different excitation frequencies.
考虑到弹簧的片式线性刚度和阻尼,建立了嵌套弧形短弹簧双质量飞轮(DMF)的非线性扭转振动微分方程。通过平均法获得了正弦激励下的一阶近似解析解和振幅频率特性函数,并用 Runge-Kutta (R-K) 方法进行了验证。分析了输入激励、惯性、DMF 的片线性刚度和阻尼等参数对系统共振振幅、共振频率带和等效线性固有频率的影响。结果表明,随着激励频率的变化,幅频特性曲线发生弯曲和跳跃,通过增加主飞轮的惯量和减小副飞轮的惯量,共振振幅的峰值可以明显减小。通过分析不同激励频率下的受迫振动响应,得到了周期 1、准周期和混沌等复杂的非线性动力现象。
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Mathematical Problems in Engineering
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