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Altitude influence on the explosion shock wave pressure distribution 海拔高度对爆炸冲击波压力分布的影响
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-08-01 DOI: 10.21595/jme.2023.23299
Liangquan Wang, D. Kong, Chundong Xu
The explosion shock wave pressure distribution law is significantly affected by the altitude. It is very important to clarify the altitude impact on the explosion shock wave pressure propagation law for guiding the shock wave pressure test and accurately evaluating the ammunition damage power. The paper reviews the finite element numerical simulation and actual testing results of researchers at home and abroad regarding the propagation of explosive shock wave pressure through different air and water mediums, and clarifies the impact of altitude on characterization parameters of shock wave pressure such as peak pressure, impulse, and positive pressure duration. Based on the current research status both domestically and internationally, we have pointed out the main problems that still exist in the current research process and proposed research directions that need to be focused on in subsequent studies.
爆炸冲击波压力分布规律受海拔高度的影响较大。阐明高度对爆炸冲击波压力传播规律的影响,对于指导冲击波压力测试和准确评估弹药毁伤威力具有重要意义。综述了国内外研究人员对爆炸冲击波压力在不同空气和水介质中传播的有限元数值模拟和实际测试结果,阐明了海拔高度对冲击波压力表征参数(如峰值压力、脉冲和正压持续时间)的影响。基于目前国内外的研究现状,我们指出了当前研究过程中仍然存在的主要问题,并提出了后续研究需要重点关注的研究方向。
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引用次数: 0
Surface defects detection in metal materials repaired by laser surfacing of seal welds 密封焊缝激光堆焊修复金属材料表面缺陷的检测
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-07-11 DOI: 10.21595/jme.2023.23316
Weiyong Wang
Laser surfacing repair technology for sealing welds is widely used in metal repair. Due to welding technology and usage scenarios, process defects on the metal surface are inevitable. Therefore, ultrasonic surface wave technology is used to analyze the surface defects of metal materials. Principal Component Analysis (PCA) is used to extract the main defect signals on the metal surface, and synthetic aperture focusing technology is used to reduce imaging errors. Considering the lack of PCA in imaging defects, wavelet domain hidden Markov models (WHMM) are combined to optimize the signal, thereby improving the inspection effect of metal defects. In the test results of the relationship between the propagation distance of 316 L steel and the defect echo signal, the echo signal gradually fitted as the propagation distance increased. When the propagation distance was greater than 10 mm, the image acquisition defect signal had significant noise points. Various techniques were used to process the original echo signals of metal surface defects. The improved PCA-WHMM algorithm had significant advantages with the SNR value of the defect image increased by 13.65 % compared to PCA-WHMM. At the same time, the surface repair effects of laser surfacing 316 L metal before and after optimization were compared. The hardness, toughness, and corrosion resistance of the optimized metal were significantly improved. The proposed technological innovation combines traditional laser surfacing repair with deep learning fault diagnosis, which not only greatly improves the efficiency of fault diagnosis, but also proves that this research can effectively avoid common focus issues of laser surfacing repair technology, providing important technical reference for the application of ultrasonic technology in metal defect detection.
密封焊缝激光堆焊修复技术在金属修复中得到了广泛的应用。由于焊接技术和使用场景的原因,金属表面的工艺缺陷是不可避免的。因此,超声波表面波技术被用于分析金属材料的表面缺陷。主成分分析(PCA)用于提取金属表面的主要缺陷信号,合成孔径聚焦技术用于降低成像误差。考虑到PCA在缺陷成像中的不足,结合小波域隐马尔可夫模型(WHMM)对信号进行优化,从而提高了金属缺陷的检测效果。在316 L钢传播距离与缺陷回波信号关系的测试结果中,回波信号随着传播距离的增加而逐渐拟合。当传播距离大于10mm时,图像采集缺陷信号具有显著的噪声点。使用各种技术来处理金属表面缺陷的原始回波信号。改进后的PCA-WHMM算法具有显著的优势,缺陷图像的信噪比比比PCA-WHHM提高了13.65%。同时,比较了优化前后激光堆焊316L金属的表面修复效果。优化后的金属的硬度、韧性和耐腐蚀性显著提高。所提出的技术创新将传统激光堆焊修复与深度学习故障诊断相结合,不仅大大提高了故障诊断的效率,而且证明了本研究可以有效避免激光堆焊修复技术的共同焦点问题,为超声波技术在金属缺陷检测中的应用提供了重要的技术参考。
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引用次数: 0
Regional mapping method of land acquisition for water conservancy and hydropower construction based on UAV aerial survey 基于无人机航测的水利水电建设征地区域成图方法
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-07-11 DOI: 10.21595/jme.2023.23239
Cheng-cai Luo
In order to improve the regional planning ability of land acquisition for water conservancy and hydropower construction, a technology of land acquisition area mapping for water conservancy and hydropower construction based on UAV aerial survey is proposed. This technology uses UAV aerial survey remote sensing detection technology to realize remote sensing image monitoring of land acquisition planning for water conservancy and hydropower construction, so as to improve the accuracy and efficiency of regional planning. This technology mainly extracts information such as edge contours, key feature points, and texture pixels from remote sensing images for land acquisition mapping in water conservancy and hydropower construction. The line element feature distribution points monitored by drones scatter remote sensing images as the data source, and linear object segmentation detection processing method is used for analysis. Based on the clustering characteristics of geometric attributes such as dams, water body characteristics, fence facilities, and power generation equipment in water conservancy and hydropower construction, a regional clustering analysis model for land acquisition mapping in water conservancy and hydropower construction is established using the diversity clustering method of different terrain and geomorphic feature distribution patterns. By utilizing the regional distribution fusion of concave and convex terrain, detecting and quantitatively estimating the spatial resolution and complexity of land acquisition for water conservancy and hydropower construction, optimizing the mapping of land acquisition areas for water conservancy and hydropower construction, and providing data basis for land acquisition protection management in water conservancy and hydropower construction planning. The experiment shows that this method has good output resolution, land planning ability, and classification performance for different types of land acquisition for water conservancy and hydropower construction, and has broad prospects for promotion and application in practical applications.
为了提高水利水电建设征地区域规划能力,提出了一种基于无人机航测的水利水电建设征地面积测绘技术。本技术采用无人机航测遥感探测技术,实现水利水电建设征地规划的遥感影像监测,从而提高区域规划的准确性和效率。该技术主要从遥感影像中提取边缘轮廓、关键特征点、纹理像素等信息,用于水利水电建设征地制图。以无人机监测的线元特征分布点为数据源,采用线性目标分割检测处理方法进行分析。基于水利水电建设中大坝、水体特征、围栏设施、发电设备等几何属性的聚类特征,采用不同地形地貌特征分布格局的多样性聚类方法,建立了水利水电建设征地制图区域聚类分析模型。利用凹凸地形的区域分布融合,检测并定量估算水利水电建设征地的空间分辨率和复杂性,优化水利水电建设征地区域的制图,为水利水电建设规划中的征地保护管理提供数据依据。实验表明,该方法对不同类型的水利水电建设征地具有良好的输出分辨率、土地规划能力和分类性能,在实际应用中具有广阔的推广应用前景。
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引用次数: 0
Temperature and humidity sensor monitoring of directly buried cable based on temperature field distribution simulation of power cable 基于电力电缆温度场分布仿真的直埋电缆温湿度传感器监测
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-06-29 DOI: 10.21595/jme.2023.23178
Menghao Lin, Qian Shi, Tianle Wang
Power cable is a piece of major transmission equipment, and its operating temperature as a major factor determines whether the cable system can operate safely and reliably and the current-carrying capacity. Therefore, it is of great significance to master the real-time temperature and the distribution of the power cable core. During the aging of cable insulation, temperature, as a major factor, directly determines the aging rate. One of the basic parameters on the power cable is the ampacity. If the ampacity is high, the cable will be overloaded. In this paper, the thermal circuit method is used to construct and calculate the cable, and the whale algorithm is used to estimate the temperature of the cable conductor. The conductor is estimated accurately within the allowable error range. The results are compared with the results of finite element simulation to verify the effectiveness of the finite element method. Through the experimental analysis, the model is established according to the cable trench on the spot. The steady-state temperature field is calculated through parameter setting. The average packet loss rate is 0.066 %, and the relative error is 0.32 %, which proves that this study can optimize the communication mode of the network and achieve a better monitoring effect. The method realizes the real-time temperature rise prediction of the cable core conductor by using the temperature rise of the outer skin. It can provide a certain theoretical basis for the online monitoring and engineering practical application of the cable core temperature and has practical significance.
电力电缆是一种重要的输电设备,其运行温度是决定电缆系统能否安全可靠运行和载流能力的重要因素。因此,掌握电力电缆芯线的实时温度和分布具有重要意义。在电缆绝缘老化过程中,温度作为一个主要因素,直接决定了老化速率。电力电缆的基本参数之一是载流量。如果载流量很高,电缆就会过载。本文采用热回路法对电缆进行构造和计算,并采用whale算法对电缆导体的温度进行估计。在允许的误差范围内准确地估计导体。将结果与有限元模拟结果进行了比较,验证了有限元方法的有效性。通过实验分析,根据现场电缆沟情况建立了模型。通过参数设置计算稳态温度场。平均丢包率为0.066%,相对误差为0.32%,证明本研究可以优化网络的通信模式,达到更好的监测效果。该方法利用外皮的温升,实现了对电缆芯线导体温升的实时预测。为电缆芯线温度的在线监测和工程实际应用提供了一定的理论依据,具有一定的现实意义。
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引用次数: 0
Experimental study on bulge deformation of geotextile under ring-restrained conditions 环约束条件下土工布膨胀变形试验研究
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-06-29 DOI: 10.21595/jme.2023.23042
Zhe Yang, Xia Xue, Wanglin Li, Chen Li
Geotextile layers are arranged on and below the geomembrane to prevent the geomembrane from being punctured and damaged. The geotextile not only plays a role in physical protection, like anti-puncture but also makes a great difference to the mechanical properties of the geomembrane’s air expansion deformation. In this paper, the bulging deformation of geotextile is simplified as spherical bulging deformation under ring-restrained conditions. Using the special bulging deformation test equipment, the bulging deformation experiment of geotextile is realized, the main factors affecting the bulging deformation are analyzed, the law of bulging deformation and failure of geotextile is summarized, the failure mechanism of geotextile and the Influence of geotextile on the properties of geomembrane are discussed, and the following conclusions are drawn. The failure of bulging deformation of geotextiles belongs to tensile failure, which is characterized by fast speed and high strength. The typical failure mode is spindle-shaped cracks distributed along the crown, whose failure mechanism belongs to tensile failure produced in weak areas. The bulging deformation of the geotextile shows nonuniformity, with the largest deformation at the crown top and the smallest deformation at the ring constraint. When the geotextile is covered on the geomembrane, bulging pressure is shared by both the geomembrane and the geotextile. At the initial deformation stage, the geomembrane replaces it, and then the geotextile bears more internal pressure and plays a decisive role till destruction.
在土工膜的上面和下面设置土工布层,以防止土工膜被刺穿和损坏。土工布不仅起到抗穿刺等物理保护作用,而且对土工膜的空气膨胀变形的力学性能也有很大的影响。本文将土工布的胀形变形简化为环约束条件下的球形胀形变形。利用专用的胀形变形试验设备,实现了土工织物的胀形变形实验,分析了影响土工织物胀形变形的主要因素,总结了土工织物的胀形变形破坏规律,探讨了土工织物的破坏机理以及土工织物对土工膜性能的影响,得出以下结论:土工布胀形变形破坏属于拉伸破坏,具有速度快、强度高的特点。典型的破坏模式为沿顶部分布的纺锤形裂纹,其破坏机制属于弱区产生的拉伸破坏。土工布的胀形变形表现出不均匀性,在冠顶处变形最大,在环约束处变形最小。当土工织物覆盖在土工膜上时,土工膜和土工织物共同承受胀形压力。在初始变形阶段,土工膜取代土工膜,随后土工膜承受更大的内压,起到决定性作用直至破坏。
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引用次数: 0
An ED-PSO model updating algorithm for structure health monitoring of beam-like structures 一种用于梁结构健康监测的ED-PSO模型更新算法
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-06-29 DOI: 10.21595/jme.2023.23417
Can Wang, Dayang Li, Panida Kaewniam, Jie Wang, Tareq Al Hababi
Cracks and other damages generated during the service of bridges can reduce the load bearing capacity and threaten operational safety.Finite Element Model Updating (FEMU), as one of the important means of structural health diagnosis, identifies structural damage through changes in model parameters. The three key factors of FEMU are updating variables, objective functions, and optimization algorithms. The poor selection of the above three factors in existing research leads to high calculation errors in model updating, and inevitably lead to the inability of the finite element model to carry out structural health monitoring, affecting the normal operation of the structure. In order to solve the above problems, this paper combines previous research and establishes a model updating algorithm based on the combination of eigenvector difference approach and particle swarm optimization (ED-PSO). The validity and accuracy of this method are verified by finite element analysis of a simply supported beam. Compared with the existing model updating algorithms based on the combination of static and dynamic methods and particle swarm optimization (CSD-PSO), the results show that the proposed ED-PSO model updating algorithm has higher accuracy and is expected to be better applied to bridge finite element model updating research.
桥梁在使用过程中产生的裂缝和其他损伤会降低桥梁的承载能力,威胁运营安全。有限元模型更新作为结构健康诊断的重要手段之一,通过模型参数的变化来识别结构损伤。FEMU的三个关键因素是更新变量、目标函数和优化算法。现有研究对上述三个因素的选择不当,导致模型更新计算误差较大,不可避免地导致有限元模型无法进行结构健康监测,影响结构的正常运行。为了解决上述问题,本文结合前人的研究,建立了一种基于特征向量差分法和粒子群优化(ED-PSO)相结合的模型更新算法。通过对简支梁的有限元分析,验证了该方法的有效性和准确性。与现有的基于静态和动态方法以及粒子群优化(CSD-PSO)相结合的模型更新算法相比,结果表明,所提出的ED-PSO模型更新算法具有更高的精度,有望更好地应用于桥梁有限元模型更新研究。
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引用次数: 0
Super resolution direction finding technique of vortex electromagnetic wave radar in missing mode 涡旋电磁波雷达失模超分辨测向技术
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-06-29 DOI: 10.21595/jme.2023.23297
Huping Guo
Vortex electromagnetic waves have superior performance over electromagnetic waves. In order to improve the radar super-resolution lateralization technique in its missing modes, this study proposes to start from the perspective of mode missing. The missing modes are reconstructed using the Adaptive Step Size Gradient Descent (ASSGD) method by exploiting the features of the missing modes. The linear minimum mean square error (LMMSE) estimation method is also used to solve the problem of poor reconstruction accuracy due to the Missing Modes. The Missing Modes Iterative Adaptive Approach (MMIAA) algorithm and Missing Modes Sparse Learning via Iterative Minimization (MMSLIM) algorithm are then used. Minimization (MMSLIM) algorithm to recover missing modes. The results showed that the RMSEs of the recovery errors of MMSLIM, MMIAA and ASSGD were 0.16, 0.31 and 0.82 respectively at a modal missing ratio of 0.7, while ASSGD fails to recover the missing modal data at a modal missing ratio of 0.9. The overall data quality of the azimuthally estimated RMSE was average when the signal-to-noise ratio was at [–5, 10] dB. And the curve becomes flatter when it reaches 15 dB or more, indicating that MMSLIM, MMIAA has important theoretical and practical value.
涡流电磁波具有优于电磁波的性能。为了改进雷达超分辨率失模偏侧技术,本研究提出从失模角度入手。利用失模的特征,采用自适应步长梯度下降(ASSGD)方法对失模进行重构。线性最小均方误差(LMMSE)估计方法也用于解决由于丢失模式而导致的重建精度差的问题。然后使用缺失模式迭代自适应方法(MMIAA)算法和通过迭代最小化的缺失模式稀疏学习(MMSLIM)算法。最小化(MMSLIM)算法来恢复丢失的模式。结果表明,在模态缺失率为0.7时,MMSLIM、MMIAA和ASSGD的恢复误差的均方根误差分别为0.16、0.31和0.82,而在模态缺失比为0.9时,ASSGD无法恢复缺失的模态数据。当信噪比为[-5,10]dB时,方位估计RMSE的总体数据质量为平均值。当达到15dB或更高时,曲线变得更平坦,表明MMSLIM、MMIAA具有重要的理论和实用价值。
{"title":"Super resolution direction finding technique of vortex electromagnetic wave radar in missing mode","authors":"Huping Guo","doi":"10.21595/jme.2023.23297","DOIUrl":"https://doi.org/10.21595/jme.2023.23297","url":null,"abstract":"Vortex electromagnetic waves have superior performance over electromagnetic waves. In order to improve the radar super-resolution lateralization technique in its missing modes, this study proposes to start from the perspective of mode missing. The missing modes are reconstructed using the Adaptive Step Size Gradient Descent (ASSGD) method by exploiting the features of the missing modes. The linear minimum mean square error (LMMSE) estimation method is also used to solve the problem of poor reconstruction accuracy due to the Missing Modes. The Missing Modes Iterative Adaptive Approach (MMIAA) algorithm and Missing Modes Sparse Learning via Iterative Minimization (MMSLIM) algorithm are then used. Minimization (MMSLIM) algorithm to recover missing modes. The results showed that the RMSEs of the recovery errors of MMSLIM, MMIAA and ASSGD were 0.16, 0.31 and 0.82 respectively at a modal missing ratio of 0.7, while ASSGD fails to recover the missing modal data at a modal missing ratio of 0.9. The overall data quality of the azimuthally estimated RMSE was average when the signal-to-noise ratio was at [–5, 10] dB. And the curve becomes flatter when it reaches 15 dB or more, indicating that MMSLIM, MMIAA has important theoretical and practical value.","PeriodicalId":42196,"journal":{"name":"Journal of Measurements in Engineering","volume":"1 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42705290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Signal enhancement in wireless sensor networks based on adaptive filters 基于自适应滤波器的无线传感器网络信号增强
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-06-28 DOI: 10.21595/jme.2023.23148
Jun Tang
Wireless sensor networks are widely used in communication, medical treatment, radar and detection. With the vigorous development of computer science and intelligent technology, wireless sensor networks are also constantly improving in the development. Sensor networks are prone to noise interference when input signals, which will affect the estimation accuracy of the network. In order to enhance the signal of sensor network and improve its accuracy, a distributed filtering algorithm based on fusion adaptive weighting is proposed. Before building the model, the experiment first studied the three traditional adaptive filtering algorithms, LMS, RLS and AP, as the basis for building the experimental model. Then, combined with the distributed characteristics of the sensor network, the attributes of the nodes and their influence in the network were considered in the experiment, and the importance and support of the nodes were linearly weighted to obtain the estimated certainty of each sensor node to the target. Finally, a fusion adaptive weighted distributed filtering algorithm is constructed in the experiment. The simulation experiment verifies that the constructed model can reduce the noise interference to a certain extent, which is conducive to the enhancement of its network signal, and its error estimation accuracy is also improved.
无线传感器网络广泛应用于通信、医疗、雷达和探测等领域。随着计算机科学和智能技术的蓬勃发展,无线传感器网络也在不断完善的发展中。传感器网络在输入信号时容易受到噪声干扰,影响网络的估计精度。为了增强传感器网络的信号并提高其精度,提出了一种基于融合自适应加权的分布式滤波算法。在建立模型之前,实验首先研究了LMS、RLS和AP三种传统的自适应滤波算法,作为建立实验模型的基础。然后,结合传感器网络的分布特性,在实验中考虑了节点的属性及其在网络中的影响,并对节点的重要性和支持度进行了线性加权,以获得每个传感器节点对目标的估计确定性。最后,在实验中构造了一种融合自适应加权分布式滤波算法。仿真实验验证了所构建的模型能够在一定程度上降低噪声干扰,有利于增强其网络信号,同时也提高了其误差估计精度。
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引用次数: 0
Application of vibration signal detection in mine hoist fault monitoring system 振动信号检测在矿井提升机故障监测系统中的应用
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-06-27 DOI: 10.21595/jme.2023.23135
Yonghong Fan, Jinyan Zhang, Da-wei Han
Due to the harsh working environment and various types of faults in mine hoists, the implementation of conventional detection is relatively difficult. In order to improve the maintenance and fault detection efficiency of mine hoist, a portable vibration detection system is designed and applied in this paper, which can judge the type and characteristics of mechanical faults according to the different responses of vibration signals. According to the test conditions of the vibration system, the overall structure and functional composition of the hardware system are established. The key functional modules are designed, including signal conditioning module, main control module, vibration sensor and power management module. The main reasons that affect and produce the hoist fault and mechanical vibration are analyzed. The wavelet packet analysis method is proposed to realize the decomposition of low frequency and high frequency signals to improve the signal resolution of the whole frequency band in the frequency domain. The vibration test system has the function of real-time data transmission and control. The realization methods include WiFi and reserved RS485 communication interface, which can match the communication rate with the data sampling rate. The amplifying circuit of the electric signal is designed to effectively ensure that the output voltage of the charge amplifier is within the input range of the amplified ADC value. In order to verify the working effect of the system, the most common gearbox and bearing failures are taken as examples. The response signals of vibration test and diagnosis can be effectively obtained, and the fault types and characteristics can be accurately judged. Through confusion matrix analysis, the reliability of the system detection index is effectively verified. The research results show that the data of the vibration detection system is stable and reliable, and can achieve good troubleshooting effect. It also can be known that different fault types can excite different vibration responses, especially at resonance frequencies. According to the verification, the data of the vibration detection system is stable and reliable, and can achieve good troubleshooting effect.
由于矿井提升机工作环境恶劣,故障种类繁多,常规检测的实施相对困难。为了提高矿井提升机的维护和故障检测效率,本文设计并应用了一种便携式振动检测系统,该系统可以根据振动信号的不同响应来判断机械故障的类型和特征。根据振动系统的测试条件,确定了硬件系统的总体结构和功能组成。设计了关键功能模块,包括信号调理模块、主控模块、振动传感器和电源管理模块。分析了影响和产生启闭机故障和机械振动的主要原因。提出了小波包分析方法来实现低频和高频信号的分解,以提高整个频带在频域中的信号分辨率。振动测试系统具有实时数据传输和控制功能。实现方法包括WiFi和预留RS485通信接口,可以将通信速率与数据采样速率相匹配。电信号的放大电路被设计为有效地确保电荷放大器的输出电压在放大的ADC值的输入范围内。为了验证系统的工作效果,以最常见的齿轮箱和轴承故障为例。可以有效地获得振动测试和诊断的响应信号,准确判断故障类型和特征。通过混淆矩阵分析,有效验证了系统检测指标的可靠性。研究结果表明,该振动检测系统数据稳定可靠,能够达到良好的故障排除效果。还可以知道,不同的故障类型可以激发不同的振动响应,特别是在共振频率下。经验证,振动检测系统数据稳定可靠,能够达到良好的故障排除效果。
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引用次数: 0
Influence of landscape elements in the park on thermal environment – using a metropolitan park in Taichung city as an example 公园景观要素对热环境的影响——以台中都市公园为例
IF 1.6 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-06-27 DOI: 10.21595/jme.2023.23248
W. Sung, M. Shih, T. Chen, Chun-hao Liu
Population growth and rapid urban development have led to urbanization, caused environmental problems such as: heat islands and air pollution. The installation of park green space system is widely regarded as effective in alleviating the thermal environment and improving the surrounding air quality. Therefore, this study focuses on parks in highly developed cities, The measurements of terrain and topography were conducted using unmanned aerial vehicles (UAVs) to establish a terrain model. This model was combined with environmental factors such as wind speed, direction, solar radiation, temperature, and soil infiltration were measured to assess the correlation between different landscape elements and the environment in various parks. In addition, an air particulate monitor (Arduino Uno) was developed to measure the contribution of green space systems to urban air pollution. Furthermore, by integrating measurements of multiple factors and employing the Pearson's correlation method and three-dimensional scatter plots, this study explored the relationships between many variables of park. Test results show that 1. The materials of the landscape elements should have moderate thermal conductivity; 2. The moisture content of the soil of grassland should be monitored; 3. To improve the air quality, the correlation between wind speed and wind direction should be considered in the placement of landscape elements.
人口增长和城市的快速发展导致了城市化,造成了热岛和空气污染等环境问题。公园绿地系统的设置被广泛认为是缓解热环境和改善周围空气质量的有效措施。因此,本研究以高度发达城市的公园为研究对象,利用无人机对地形和地形进行测量,建立地形模型。该模型结合风速、风向、太阳辐射、温度、土壤入渗等环境因子,评价了不同公园景观要素与环境的相关性。此外,还开发了空气颗粒物监测仪(Arduino Uno),用于测量绿地系统对城市空气污染的贡献。在此基础上,通过多因素综合测量,运用Pearson相关法和三维散点图,探讨了公园多个变量之间的关系。测试结果表明:1。景观元素的材料应具有适度的导热性;2. 对草地土壤水分进行监测;3.为改善空气质素,在布置景观元素时应考虑风速与风向的关系。
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引用次数: 0
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