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Proceedings of the 2019 International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019)最新文献

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Intelligent Identification of Traditional Chinese Medicine Materials Based on Multi-feature Extraction and Pattern Recognition 基于多特征提取和模式识别的中药材智能识别
Ronghua Chen, Ying-jun Chen
. A discussion about image pattern recognition for Tradition Chinese Medicine (TCM) materials was explained in this paper. 150 images of each category of TCM materials were gathered, in total of five categories. 80% of the images were distributed as training samples randomly and the other 20% were used to test the pattern recognition algorithms. A multi-feature vector for each image was proposed including textual features, shape features and category labels to train pattern recognition methods K-Nearest Neighbor (KNN) and Support Vector Machine (SVM) and test the recognition rates. Statistics of average recognition rates were made and indicated that the methods could classified the chosen five categories of TCM materials significantly with the accuracy of around 70% in average, providing a new solution for TCM materials intelligent identification.
。本文对中医资料图像模式识别进行了探讨。每个类别收集150幅图像,共5个类别。80%的图像作为训练样本随机分布,另外20%用于测试模式识别算法。提出了包含文本特征、形状特征和类别标签的多特征向量,用于训练k -最近邻(KNN)和支持向量机(SVM)模式识别方法并测试识别率。对平均识别率进行统计,结果表明,该方法对所选的5类中药材分类效果显著,准确率平均在70%左右,为中药材智能识别提供了一种新的解决方案。
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引用次数: 0
Concepts of Comprehensive PNT and Related Key Technologies 综合PNT概念及相关关键技术
Zhaoyang Zuo, Xun Qiao, Yu-Bin Wu
The core idea of comprehensive positioning, navigation and time (PNT) is the technique that uses all the available resources to provide PNT services in the whole area, including inside and outside door, air, space, under water and underground, which does not solely on the GNSS. The definition and basic concepts of the comprehensive PNT are presented. The possible signal sources are listed. The core technologies related to the comprehensive PNT are analyzed, including the integration of multiple sensors and adaptive data fusion for multiple PNT signals. It is emphasized that the information of the comprehensive PNT should be from “multiple sources based on different physical principles”, the user terminals or sensors should be “deeply integrated” and the PNT information should be “adaptively fused” and serve mode might be based on cloud platform. The comprehensive PNT system should meet the robust availability, continuity, high accuracy and reliability with unified geodetic datum and time datum.
综合定位、导航和时间(PNT)的核心思想是利用所有可用资源在整个区域提供PNT服务,包括门内和门外、空中、空间、水下和地下,而不仅仅是在GNSS上。介绍了综合PNT的定义和基本概念。列出了可能的信号源。分析了综合PNT相关的核心技术,包括多传感器集成和多PNT信号的自适应数据融合。强调综合PNT信息应“基于不同物理原理的多源”,用户终端或传感器应“深度集成”,PNT信息应“自适应融合”,服务模式可基于云平台。综合PNT系统应具有统一的大地基准和时间基准,满足鲁棒性、连续性、高精度和可靠性。
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引用次数: 40
Spatial-temporal Coupling and Coordinating between Urbanization and Tourism Development: A Case Study of Zhoushan Archipelago, China 城市化与旅游发展的时空耦合与协调——以舟山群岛为例
Shu-guang Liu, Y. Shang, Chun-yu Liu
Owing to the limitations of overall capacity and scattered allocations against marine environment, archipelago is always regarded as the typical area of high-level conflicts between human settlement and regional sustainability. The paper tries to apply the coupling and coordination model to clarify the relationship the urbanization initiative and tourism development in China’s Zhoushan archipelago region. Using data sets from 2006 to 2016, the researches show that: (1) urbanization level of Zhoushan improved steadily but with some fluctuations; (2) the spatial disparities were obvious among islands from spatial centers to peripheries; (3) the coupling degree between urbanization and tourism development improved; (4) the tourism positively affected the coupling and coordinating development of the urbanization and tourism development while the urbanization negatively affected the coupling coefficient, on the contrary, it positively affected the coordinating coefficient at present.
由于总体容量的限制和对海洋环境的分散配置,群岛一直被视为人类住区与区域可持续性高度冲突的典型地区。本文试图运用耦合协调模型来厘清舟山群岛地区城市化进程与旅游发展的关系。利用2006 - 2016年数据,研究表明:(1)舟山城市化水平稳步提高,但存在一定波动;②各岛屿从中心到边缘的空间差异明显;(3)城市化与旅游发展的耦合度提高;(4)旅游正向影响城市化与旅游发展的耦合协调发展,城市化负向影响耦合系数,相反,目前旅游业正向影响协调系数。
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引用次数: 1
Development of an Optimal Solution for a Location-Routing-Problem Based on 3rd Party Providers 基于第三方提供商的位置路由问题最优解的开发
Qin Sun, B. Bai
The transportation is the movement of people, animals and goods from one place to another. Nowadays it includes several modes: air, rail, road, water and other modes. In mathematically, the transportation theory is to optimize transportation and allocation of results. In reality, the problem is more complicated: firstly, the distance between 2 places is not always the straight-line distance, that means the transport route will be divided into several parts; secondly the cost of each parts will not be always the same. For example, the high-way transportation cost is not equal to the city or state road cost, if a road transport plan includes both of high-way and normal road, then cost of each parts will be completely different. This means the total cost need to be calculate by adding the cost of all the parts, and the cost of each parts should be figured out first, it will be very tedious if the route is divided into a lot of parts. This paper will give a solution to solve this problem; it includes software using computer navigation technology, and shows how to get the optimize transportation mode by this software. Brief Introduction of Technology Background GPS Technology The main concept of GPS is to use the transmitted data by the satellite to figure out the location of the GPS receiver, the GPS receiver can measure the distance from a satellite to itself, and with this distance, the position of the receiver can be determined. In 2-dimention space, we need at least 3 satellites to determine the position of receiver. Figure 1 shows this situation[2]. Figure 1. Working principle of GPS With 3 equation[4], the location of receiver can be figured out:
交通运输是人、动物和货物从一个地方到另一个地方的运动。现在它包括几种方式:航空、铁路、公路、水路和其他方式。在数学上,运输理论是优化运输和分配的结果。在现实中,问题要复杂得多:首先,两个地方之间的距离并不总是直线距离,这意味着运输路线会被分成几个部分;其次,每个零件的成本不会总是相同的。例如,高速公路运输成本不等于城市或州的道路成本,如果一个道路运输计划同时包括高速公路和普通道路,那么每个部分的成本将完全不同。这意味着总成本需要通过将所有零件的成本相加来计算,并且每个零件的成本要先算出来,如果将路线分成很多零件会非常繁琐。本文将给出解决这一问题的方法;包括利用计算机导航技术的软件,并说明如何利用该软件获得最优的运输方式。技术背景简介GPS技术GPS的主要概念是利用卫星传输的数据来计算出GPS接收器的位置,GPS接收器可以测量出卫星到自己的距离,并根据这个距离来确定接收器的位置。在二维空间中,我们至少需要3颗卫星来确定接收机的位置。图1显示了这种情况[2]。图1所示。利用3式[4],可以计算出接收机的位置:
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引用次数: 0
Research on the Complexity of Weapon and Equipment Operational Test 武器装备作战试验复杂性研究
R. Guo, Bu-yun Wang
The operational test of weapon and equipment involves many factors and has complex interrelationships, so it can be regarded as a complex system and be studied by complexity theory and method. First of all, the complexity of operational test is analyzed on the basis of the concept of operational test. Then, the hall for workshop of meta-synthetic engineering, the theory of military complex adaptive system and the Agent modeling and simulation technology are discussed, and the corresponding operational test research methods and steps of weapon and equipment are proposed. The operational test of weapon and equipment is of great significance and develops rapidly. The above method and technology can provide feasible theoretical methods and technical means for solving the complex problems in the process of operational test, which have important theoretical and application values.
武器装备作战试验涉及的因素多,相互关系复杂,可以将其视为一个复杂系统,用复杂性理论和方法进行研究。首先,根据作战试验的概念,分析了作战试验的复杂性。然后,讨论了元综合工程研讨大厅、军事复杂自适应系统理论和Agent建模与仿真技术,提出了相应的武器装备作战试验研究方法和步骤。武器装备作战试验具有重要意义,发展迅速。上述方法和技术为解决作战试验过程中的复杂问题提供了可行的理论方法和技术手段,具有重要的理论和应用价值。
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引用次数: 0
Dynamic Analysis of Free-standing Equipment under Blast Shock 爆炸冲击下独立式设备的动力学分析
Li-qiang Wang
Analysis of the motion state of the free-standing equipment under blast shock and vibration has important guiding significance for the safety of the equipment. In this paper, the model of shaking motion of the free-standing equipment under blast shock was established, and the governing equations of shaking motion of the free-standing equipment were derived. The semi-sinusoidal pulse recommended by the specification was used to describe the motion waveform of the explosion blast location. Analytical calculation method was used to solve shaking motion governing equations of the free-standing equipment under the impact of horizontal shock. Numerical calculation method was used to analyze the motion governing equations of the free-standing equipment under the coupling effect of horizontal shock and vertical shock. The factors affecting the toppling of the free-standing equipment were analyzed. Introduction There has been a great increase in advanced equipment adopted in teaching, research, production and other fields in China, such as precision machinery, instruments and apparatus, regulator, checkout and detection equipment, etc. Many of these devices, which are not fixed to the foundation but are placed directly on the table rest or on the ground, are called free-standing equipment. When nuclear explosion and conventional weapon explosion reacting, it will cause strong impact and vibration of the surrounding medium and engineering structure of the protection project, thus cause the free-standing equipment inside the project to slide, shake or even topple over, which will cause damage to the equipment and loss of corresponding functions. Therefore, the study of the motion characteristics of the free-standing equipment on the basis of motion and the determination of the factors affecting the toppling of the free-standing equipment are of great guiding significance for the safe work, safekeeping, updated design of the isolation and anti-seismic of the free-standing equipment. Basic Assumption The motion of the free-standing equipment on dynamic foundation is very complicated. In this paper, the free-standing equipment was assumed as a homogeneous rigid body and the ground was assumed as a rigid plane to simplify the analysis. The model adopted is shown in Figure 1: is equipment shape angel and θ is equipment shaking angle. The engineering structure vibrated under impact and vibration result in the foundation of the free-standing equipment vibrated. When the movement increased to a certain extent, the free-standing equipment will shake or slide or even slide and shake. Due to the space limitation, only pure shaking motion was studied in this paper.
分析独立设备在爆炸冲击和振动作用下的运动状态,对设备的安全运行具有重要的指导意义。本文建立了爆炸冲击作用下独立式设备的振动运动模型,推导了独立式设备振动运动的控制方程。采用规范推荐的半正弦脉冲来描述爆炸爆炸位置的运动波形。采用解析计算方法求解了水平冲击作用下独立式设备的振动运动控制方程。采用数值计算方法,分析了在水平冲击和垂直冲击耦合作用下独立式设备的运动控制方程。分析了影响独立式设备倾倒的因素。中国在教学、科研、生产等领域采用的先进设备大幅增加,如精密机械、仪器仪表、调节器、检验检测设备等。这些设备中有许多不固定在基础上,而是直接放置在台架或地面上,称为独立式设备。核爆炸与常规武器爆炸反应时,会对防护工程的周围介质和工程结构产生强烈的冲击和振动,从而使工程内部的独立式设备发生滑动、震动甚至倾覆,造成设备的损坏和相应功能的丧失。因此,在运动的基础上研究独立式设备的运动特性,确定影响独立式设备倾覆的因素,对独立式设备的安全工作、保管、隔震和抗震更新设计具有重要的指导意义。基本假设在动力基础上的独立式设备的运动是非常复杂的。为了简化分析,本文将独立设备假设为均质刚体,将地面假设为刚性平面。所采用的模型如图1所示:为设备形状角,θ为设备晃动角。工程结构在冲击作用下产生振动,振动导致独立式设备的基础产生振动。当运动增加到一定程度时,独立式设备会发生晃动或滑动,甚至滑动和晃动。由于篇幅限制,本文只研究了纯振动运动。
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引用次数: 0
Design of Filling Production Line Based on S7—300 Drug Classification 基于S7-300药品分级的灌装生产线设计
Li-na Liu, Peng Duan, Wei Shen, Kellie Li, Jun Ji
Through the application of S7-300, HIM touch screen, DP/AS-i, ET200M, configuration programming, and screen design through the control of the production line, the sensor counts the empty bottle, the full bottle, whether the raw materials are sufficient, and whether the processing is sufficient Qualified, tested and calculated the pass rate and reject rate. The recipe can be selected via the HIM touch screen and the device can be monitored and controlled in real time. And there is a problem with real-time alarms. Introduction Nowadays, high-speed filling technology provides the best solution for many pharmaceutical companies, which not only meets the growth rate and safety of products, but also reduces the cost of packaging materials and operating costs of pharmaceutical companies[1]. With the maturity of the filling system technology, it will provide more advanced, stable and reliable pharmaceutical filling equipment for more domestic large and medium-sized pharmaceutical manufacturers, which will bring more direct cost benefits[2]. The filling system is mainly a small class of products in the packaging machine. Signal transmission to the PLC and touch screen via an external sensor, signal is sent to the PLC, calculated and logically controlled, displayed on the HMI touch screen and controlled by the conveyor, as well as the start and stop control of other originals. And enable the conveyor to be controlled off-site. PLC: Programming with S7-300 is mainly to use the main program to control motor operation through external analog sensors, counting the number of cans, and monitoring the filling materials. The subroutine calculates the alarm for the yield and the reject rate and the reject rate comparator. ET200M: Controls the conveyor belt off-site and receives analog signal input. DP/AS-i: Controls the input and output of the analog analog[3]. HIM touch screen: Controls motor operation and monitoring with multiple interfaces, accepts signal reception and display of master station and slave station, recipe selection, receiving alarm signals, and raw material monitoring and adding raw materials. Hardware Configuration and Network Establishment The configuration hardware is an important function of the STEP7 software. It is to set and modify the parameters of the PLC hardware module. The configuration hardware consists of two parts, the configuration hardware module and the setup parameters. parameters[4]. International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019) Copyright © 2019, the Authors. Published by Atlantis Press. This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/). Advances in Intelligent Systems Research, volume 168
通过应用S7-300、HIM触摸屏、DP/AS-i、ET200M,组态编程,通过对生产线的控制,进行屏幕设计,传感器对空瓶、满瓶、原料是否充足、加工是否充分合格进行计数,检测并计算出合格率和不良率。可通过HIM触摸屏选择配方,并可对设备进行实时监控。实时警报也有一个问题。目前,高速灌装技术为许多制药企业提供了最佳的解决方案,既满足了产品的增长速度和安全性,又降低了制药企业的包装材料成本和运营成本[1]。随着灌装系统技术的成熟,将为更多的国内大中型制药企业提供更先进、稳定、可靠的药品灌装设备,带来更直接的成本效益[2]。灌装系统主要是包装机中的小类产品。信号通过外部传感器传输到PLC和触摸屏,信号被发送到PLC,经过计算和逻辑控制,显示在HMI触摸屏上并由输送机控制,以及其他原件的启停控制。并使输送机能够异地控制。PLC:用S7-300编程主要是用主程序通过外接模拟传感器控制电机运行,计数罐数,监控灌装物料。子例程计算成品率、废品率和废品率比较器的报警。ET200M:控制非现场输送带,接收模拟信号输入。DP/AS-i:控制模拟量的输入和输出[3]。HIM触摸屏:多接口控制电机操作和监控,接受主站和从站信号接收和显示,选择配方,接收报警信号,原料监控和添加原料。硬件配置和网络建立硬件配置是STEP7软件的一个重要功能。对PLC硬件模块的参数进行设置和修改。配置硬件由配置硬件模块和设置参数两部分组成。参数[4]。建模、分析、仿真技术与应用国际会议(MASTA 2019)版权所有©2019,作者。亚特兰蒂斯出版社出版。这是一篇基于CC BY-NC许可(http://creativecommons.org/licenses/by-nc/4.0/)的开放获取文章。智能系统研究进展,第168卷
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引用次数: 0
Uncertainty Estimation of the Subdivision Method of Calibration Results on an Automatic Mass Comparator 自动质量比较器标定结果细分方法的不确定度估计
Yi Su, Y. Fu, Zhong-qi Xiong
According to OIML R111, for determining the conventional mass, there are two methods: the subdivision, and the direct comparison. Comparing with the direct comparison method, the functional relationship in the subdivision/multiplication method is very complicated. Thirteen calculation equations are used to provide an appropriate adjustment calculation so as to avoid propagating errors. The effect of the correlations cannot be ignored during the uncertainty estimation. This manuscript took a set of mg weights as an example, and focused on the uncertainty estimation of the subdivision method of calibration. The uncertainty components were the reference weight uncertainty, the uncertainty of the weighing process, the air buoyancy uncertainty, and the uncertainty of mass comparators, etc. According to the OIML R111 Annex C and the EA-4/02, the uncertainty components were evaluated either by the Type A method or by the Type B method. With fully considering the covariance of the components, the uncertainty of mass calibration in subdivision method was properly estimated. Functional Relationships During the measurement, the uncertainty is a parameter which reasonably characterizes the dispersion of the measured result.With the functional relationship M = f(m1, m2, ..., mn ) in calibrations, output quantity M is related to a number of input quantities mi (i = 1, 2 ,..., n). The mathematical model represents the evaluation methods and the measurement procedure. It also reflects the relationship between input quantities mi and output quantity M. Routinely, there is only one analytical expression in the calibration, but in the subdivision method there are a group of equations with the corrections and the corresponding correction factors. The correlation between input components is also considered. Therefore, the relationships in the subdivision method are not explicitly written down as one function. In this manuscript the relationship in the subdivision method is given by two functions: i i j m m m m     (1) * ( , ) j j i m f m m   (2) Where, Δmi: the difference in conventional mass between a set of test weights and a reference weight with the same nominal value, i=(1~13); m∑mi: the sum of the conventional mass of the dissemination weights; mj : the conventional mass of the reference 1 g weight or the single test weight in every dissemination group; mj*: the conventional mass of the reference 1 g weigh or the single test weight in last dissemination group; Take 1 mg to 500 mg weight as an example. Table 1 shows the functional relationships in subdivision method. International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019) Copyright © 2019, the Authors. Published by Atlantis Press. This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/). Advances in Intelligent Systems Research, volume 168
根据OIML R111,常规质量的确定有两种方法:细分法和直接比较法。与直接比较法相比,细分/乘法法中的函数关系非常复杂。采用13个计算方程进行适当的平差计算,避免了传播误差。在不确定性估计中,相关性的影响是不可忽视的。本文以一组mg权重为例,重点研究了标定细分方法的不确定度估计。不确定度包括参比重量不确定度、称量过程不确定度、空气浮力不确定度、质量比较器不确定度等。根据OIML R111附录C和EA-4/02,采用A类方法或B类方法对不确定度分量进行评估。在充分考虑各分量协方差的情况下,对细分法质量标定的不确定度进行了合理估计。在测量过程中,不确定度是一个合理表征测量结果离散度的参数。函数关系M = f(m1, m2,…), mn)在校准中,输出量M与若干输入量mi (i = 1,2,…数学模型代表了评价方法和测量过程。它也反映了输入量mi和输出量m之间的关系。通常,在校准中只有一个解析表达式,但在细分方法中,有一组方程,其中包含了校正和相应的校正因子。还考虑了输入分量之间的相关性。因此,细分方法中的关系没有明确地写成一个函数。在本文中,细分方法中的关系由两个函数给出:i i j m m m m m(1)* (,)j j i m m m(2)式中,Δmi:一组试验权值与具有相同标称值的参考权值之间的常规质量差,i=(1~13);M∑mi:传播权的常规质量之和;Mj:每个传播组参考1 g重量或单个试验重量的常规质量;Mj *:最后一次传播组参考1 g重或单次试验重的常规质量;以1毫克至500毫克的重量为例。表1显示了细分方法中的函数关系。建模、分析、仿真技术与应用国际会议(MASTA 2019)版权所有©2019,作者。亚特兰蒂斯出版社出版。这是一篇基于CC BY-NC许可(http://creativecommons.org/licenses/by-nc/4.0/)的开放获取文章。智能系统研究进展,第168卷
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引用次数: 1
Modeling the Road Roughness for Automotive Dynamics Simulation 面向汽车动力学仿真的道路不平度建模
Wen-lin Wang, Xinruo Hua
It is meaningful to investigate the road roughness model and simulation approach for modern vehicle suspension design and development. Mathematical modeling of the road roughness was systematically carried out in this study, which includes modeling the Power Spectral Density (PSD) of road roughness in terms of spatial frequency, modeling the PSD of road roughness in terms of frequency, and modeling the road roughness function in the time domain. Simulations of road roughness and road classification were then performed using the established frequency and time domain models, finally the road models were incorporated into the dynamics simulation of a luxury car with air suspension. Simulation results show that the road model and simulation approach are convincing and accurate. The road theory and simulation approach obtained in this work could be useful and instructive for vehicle suspension development. Introduction Vehicle dynamics simulation plays an important role in modern vehicle design and development, especially in the process before any prototype is made. However, the simulation which is based on mature theory and data should be convincing and accurate enough to promote any decisions. In automotive suspension development, whether in the conventional suspension [1], or in the active [2, 3] suspension, or in modern air suspension [4-7], road input is crucial in vehicle vibration and suspension performance simulation, so it is meaningful to investigate the road roughness model and simulation approaches. In current automotive theories [8-10], although there are discussions about road roughness and its model, the theory and approach appear non-systematic or non-specific. In this study, mathematical modeling of the road roughness for vehicle system dynamics simulation was systematically carried out, which includes modeling the Power Spectral Density (PSD) of road roughness in terms of spatial frequency, modeling the PSD of road roughness in terms of frequency, and modeling the road roughness function in the time domain. Simulation of road roughness and road classification were then performed using the established frequency and time domain models, finally the road models were incorporated into the dynamics simulation of a luxury car with air suspension. Simulation results show that the road model and simulation approach are convincing and accurate. The road theory and simulation approach obtained in this work could be useful and instructive for vehicle suspension development. Mathematical Modeling Power Spectral Density of Road Roughness in Terms of Spatial Frequency In term of spatial frequency, the power spectral density of road roughness Gq(n) can be formulated by
研究道路不平度模型及其仿真方法对现代汽车悬架的设计与开发具有重要意义。本文系统地进行了路面粗糙度的数学建模,包括基于空间频率的路面粗糙度功率谱密度(PSD)建模、基于频率的路面粗糙度功率谱密度建模和基于时间域的路面粗糙度函数建模。然后利用所建立的频域和时域模型对道路粗糙度和道路分类进行仿真,最后将所建立的道路模型应用于某豪华轿车空气悬架的动力学仿真。仿真结果表明,所建立的道路模型和仿真方法具有较好的说服力和准确性。本文所获得的道路理论和仿真方法对车辆悬架的开发具有一定的指导意义。车辆动力学仿真在现代车辆的设计和开发中,特别是在原型制造前的过程中起着重要的作用。然而,基于成熟理论和数据的模拟应该具有足够的说服力和准确性,以促进任何决策。在汽车悬架发展过程中,无论是传统悬架[1],还是主动悬架[2,3],抑或是现代空气悬架[4-7],道路输入对车辆振动和悬架性能的仿真至关重要,因此研究道路不平度模型及其仿真方法具有重要意义。在目前的汽车理论中[8-10],虽然有关于道路不平整度及其模型的讨论,但其理论和方法显得不系统或不具体。本研究系统地开展了车辆系统动力学仿真中道路不平度的数学建模,包括基于空间频率的道路不平度功率谱密度(PSD)建模、基于频率的道路不平度功率谱密度建模以及基于时间域的道路不平度函数建模。然后利用所建立的频域和时域模型对道路粗糙度和道路分类进行仿真,最后将所建立的道路模型应用于某豪华轿车空气悬架的动力学仿真。仿真结果表明,所建立的道路模型和仿真方法具有较好的说服力和准确性。本文所获得的道路理论和仿真方法对车辆悬架的开发具有一定的指导意义。基于空间频率的道路不平度功率谱密度数学建模基于空间频率的道路不平度功率谱密度Gq(n)可以表示为
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引用次数: 0
Study on the Influencing Factors and Policy Simulation of Low Carbon Business Behavior of Metallurgy Enterprises in Jiangxi Province 江西省冶金企业低碳经营行为影响因素及政策模拟研究
Junmei Hu, Shuai Sun, Yujin Wan
As a province with rich resources, Jiangxi Province has many metallurgical enterprises. However, most of Jiangxi metallurgical enterprises' production pattern are not environmentally friendly. The government urgently needs to formulate policies to reduce pollution. This paper uses the method of system dynamics to simulate and analyze the policies affecting metallurgical enterprises, and gives some policy recommendations. Introduction At this stage, the production mode of metallurgical enterprises in Jiangxi is not environmentally friendly. The government urgently needs to formulate policies to reduce pollution. To formulate policies to reduce pollution in metallurgical enterprises, we must first understand the factors that affect low-carbon operations of enterprises. Scholars believe that there are many factors that affect the low-carbon operation of enterprises. From an energy point of view, Michael Grubb, Lucy Butler, Paul Twomey (2006) through analysis of the UK power industry, found that new energy is an important factor affecting the UK power industry, if new energy such as wind and solar energy with enough reserves, the UK power industry can get rid of its dependence on coal and improve the environment. From a social perspective, Eva Heiskanen, Mikael Johnson, and Simon Robinson (2009) believe that individuals will have a huge impact on low-carbon society, including personal preferences, lifestyles, and consumption habits. From a government perspective, Montalvo (2008) believes that there is a direct link between low carbon and government action. He advocates that the government's direct mandatory constraints can reduce the company's carbon emissions. From the perspective of the company itself, Ashford Zwetsloot (2000) believes that technology is the key to low-carbon operations. He believes that low-carbon environmental technologies should be developed to reduce energy consumption. Alexander (2007) agrees with this view. SD Model Before modeling, the author conducted a questionnaire survey on four of the five listed metallurgical enterprises in Jiangxi Province. Through questionnaires and other means, the author obtained some data needed for modeling. In order to reduce the design difficulty and understanding difficulty of the system, this study uses the positive feedback loop to design, and uses Vensim software to draw the causal relationship diagram of the low-carbon business behavior of metallurgy enterprises in Jiangxi Province. The author will add various influencing factors to facilitate subsequent policy simulation, and show the complete flow chart of the influencing factors of lowcarbon business behavior of metallurgy enterprises in Jiangxi Province. According to the author's test, the difference between the simulated value and the actual value is between ±0.05%, indicating that the model is feasible and effective. Due to the limited space, the list of parameters of the SD International Conference on Modeling, Analysis, Simulation
江西是资源大省,冶金企业众多。然而,江西大部分冶金企业的生产模式并不环保。政府迫切需要制定减少污染的政策。本文运用系统动力学的方法对影响冶金企业的政策进行了仿真分析,并提出了政策建议。现阶段,江西冶金企业的生产方式并不环保。政府迫切需要制定减少污染的政策。制定冶金企业减少污染的政策,首先要了解影响企业低碳经营的因素。学者认为,影响企业低碳经营的因素很多。从能源的角度来看,Michael Grubb, Lucy Butler, Paul Twomey(2006)通过对英国电力行业的分析,发现新能源是影响英国电力行业的重要因素,如果风能、太阳能等新能源有足够的储量,英国电力行业可以摆脱对煤炭的依赖,改善环境。从社会角度来看,Eva Heiskanen, Mikael Johnson, Simon Robinson(2009)认为个人将对低碳社会产生巨大的影响,包括个人偏好,生活方式和消费习惯。从政府的角度来看,Montalvo(2008)认为低碳与政府行为之间存在直接联系。他主张政府的直接强制性限制可以减少公司的碳排放。Ashford Zwetsloot(2000)从公司自身的角度出发,认为技术是实现低碳运营的关键。他认为应该开发低碳环保技术来降低能源消耗。Alexander(2007)同意这一观点。在建模之前,笔者对江西省5家冶金上市企业中的4家进行了问卷调查。通过问卷调查等方式,获得建模所需的一些数据。为了降低系统的设计难度和理解难度,本研究采用正反馈回路进行设计,并利用Vensim软件绘制了江西省冶金企业低碳经营行为的因果关系图。笔者将加入各种影响因素,便于后续政策模拟,并给出江西省冶金企业低碳经营行为影响因素的完整流程图。经笔者测试,模拟值与实际值的差值在±0.05%之间,表明该模型是可行有效的。由于篇幅所限,SD国际建模、分析、仿真技术与应用会议(MASTA 2019)的参数列表版权所有©2019,作者。亚特兰蒂斯出版社出版。这是一篇基于CC BY-NC许可(http://creativecommons.org/licenses/by-nc/4.0/)的开放获取文章。智能系统研究进展,第168卷
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Proceedings of the 2019 International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019)
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