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Using Functionally Redundant Inertial Measurement Units to Increase Reliability and Ensure Fault Tolerance 使用功能冗余惯性测量单元提高可靠性并确保容错性
IF 3.4 Q1 Engineering Pub Date : 2023-12-18 DOI: 10.3390/inventions8060159
Ivan M. Kuznetsov, Konstantin K. Veremeenko, Maxim V. Zharkov, Andrey N. Pronkin
This paper aims to assess the possibility of using functionally redundant inertial units to solve problems of increasing reliability and ensuring the fault tolerance of the various classes and purposes of aircraft navigation systems. We present the results of studying failure detection methods to improve the accuracy and reliability of a strapdown functionally redundant inertial unit. The resulting structural redundancy of the strapdown inertial measurement unit is designed to increase the fault tolerance and accuracy of strapdown inertial navigation systems. The methods for detecting sensor failures in functionally redundant inertial units are based on the use of the equations of functionally redundant inertial unit compliance to nominal requirements for the accuracy of measuring the input action vector. To describe the methods for detecting and eliminating failed sensor and algorithm designs based on them, we gave the mathematical models of the measurement vector of functionally redundant inertial units concerning the measured vector and the error identification condition, including the residual of the matching equations with the size due to the level of redundancy, determining the total number of matching equations. The main criterion for determining a failed sensor is non-compliance with the nominal value of the residual included in a certain number of matching equations of the information received from such meters. The developed algorithms are examined using simulation methods. The study of the selected structure of the functionally redundant inertial units shows that the proposed approaches are efficient. Also, we manage to identify the main characteristics of the algorithms for detecting sensor failures that are structurally a part of the functionally redundant inertial units.
本文旨在评估使用功能冗余惯性单元的可能性,以解决提高可靠性和确保不同级别和用途的飞机导航系统容错性的问题。我们介绍了对故障检测方法的研究结果,以提高带下功能冗余惯性单元的精度和可靠性。捆绑式惯性测量单元的结构冗余旨在提高捆绑式惯性导航系统的容错性和准确性。检测功能冗余惯性单元传感器故障的方法是基于使用功能冗余惯性单元符合测量输入动作矢量精度额定要求的方程。为了描述检测和消除失效传感器的方法以及基于这些方法的算法设计,我们给出了功能冗余惯性单元测量矢量的数学模型,涉及测量矢量和误差识别条件,包括因冗余程度而大小不同的匹配方程的残差,确定匹配方程的总数。确定传感器故障的主要标准是,从这些仪表接收到的信息中,一定数量的匹配方程所包含的残差不符合标称值。使用模拟方法对所开发的算法进行了检验。对所选功能冗余惯性单元结构的研究表明,所建议的方法是有效的。此外,我们还设法确定了用于检测传感器故障的算法的主要特点,这些故障在结构上属于功能冗余惯性单元的一部分。
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引用次数: 0
Global Navigation Satellite System Spoofing Detection in Inertial Satellite Navigation Systems 惯性卫星导航系统中的全球导航卫星系统欺骗检测
IF 3.4 Q1 Engineering Pub Date : 2023-12-16 DOI: 10.3390/inventions8060158
Maxim V. Zharkov, Konstantin K. Veremeenko, Ivan M. Kuznetsov, A. Pronkin
The susceptibility of global navigation satellite systems (GNSSs) to interference significantly limits the possibility of their use. From the standpoint of possible consequences, the most dangerous interference is the so-called spoofing. Simultaneously, in most cases of GNSS use, an inertial navigation system (INS) or an attitude and heading reference system (AHRS) is also present on the board of mobile objects. In this regard, the research goal is to assess the possibility of detecting GNSS spoofing in inertial satellite navigation systems. This paper examines the method for detecting GNSS spoofing by combining a pair of commercially available GNSS receivers and antennas with an INS or AHRS. The method is based on a comparison of the double differences of GNSS carrier phase measurements performed by receivers under conditions of resolved integer ambiguity and the values of the range double differences predicted using an INS. GNSS carrier phase integer ambiguity can be resolved using a strapdown inertial navigation system (SINS) or AHRS data. The mathematical model of GNSS phase difference measurements and the SINS-predicted satellite range differences model are given. The proposed algorithm calculates the moving average of the residuals between the SINS-predicted satellite range double differences and the measured GNSS carrier phase double differences. The primary criterion for spoofing detection is the specified threshold excess of the moving average of the double difference residuals. Experimental studies are performed using simulation and hardware-in-the-loop simulation. The experimental results allow us to evaluate the efficiency of the proposed approach and estimate the potential characteristics of the spoofing detection algorithm based on it.
全球导航卫星系统易受干扰,这极大地限制了其使用的可能性。从可能造成的后果来看,最危险的干扰是所谓的欺骗。与此同时,在使用全球导航卫星系统的大多数情况下,移动物体上还装有惯性导航系统(INS)或姿态和航向参考系统(AHRS)。在这方面,研究目标是评估在惯性卫星导航系统中检测全球导航卫星系统欺骗的可能性。本文研究了通过将一对商用全球导航卫星系统接收器和天线与 INS 或 AHRS 相结合来检测全球导航卫星系统欺骗的方法。该方法基于接收器在已解决的整数模糊条件下进行的 GNSS 载波相位测量的双差值与使用 INS 预测的测距双差值的比较。全球导航卫星系统载波相位整数模糊性可通过带下惯性导航系统(SINS)或 AHRS 数据来解决。给出了 GNSS 相位差测量的数学模型和 SINS 预测的卫星测距差模型。提出的算法计算 SINS 预测的卫星测距双差与测得的 GNSS 载波相位双差之间残差的移动平均值。欺骗检测的主要标准是双差残差移动平均值的指定阈值超出部分。实验研究是通过模拟和硬件在环仿真进行的。实验结果使我们能够评估所提出方法的效率,并估计基于该方法的欺骗检测算法的潜在特征。
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引用次数: 0
Influence of Density Ratios on Richtmyer–Meshkov Instability with Non-Equilibrium Effects in the Reshock Process 再冲击过程中密度比对具有非平衡效应的里氏-梅什科夫不稳定性的影响
IF 3.4 Q1 Engineering Pub Date : 2023-12-13 DOI: 10.3390/inventions8060157
Tao Yang, Chuandong Lin, Demei Li, Huilin Lai
The Richtmyer–Meshkov instability in a two-component system during the reshock process for various density ratios is studied through the discrete Boltzmann method. Detailed investigations are conducted on both hydrodynamic and thermodynamic non-equilibrium behaviors. Specifically, the analysis focuses on the density gradient, viscous stress tensor, heat flux strength, thermodynamic non-equilibrium intensity, and thermodynamic non-equilibrium area. It is interesting to observe the complex variations to non-equilibrium quantities with the changing shock front, rarefaction wave, transverse wave, and material interface. Physically, the non-equilibrium area is extended as the perturbed material interface grows after the passing of the shock wave or secondary impact. Moreover, the global non-equilibrium manifestation decreases when the transmitted shock front and transverse waves leave or when the reflected rarefaction wave weakens. Additionally, the global thermodynamic non-equilibrium effect is enhanced as the physical gradients or non-equilibrium area increase. Finally, the local non-equilibrium effect decreases when the fluid structure gradually disappears under the action of dissipation/diffusion.
通过离散玻尔兹曼法研究了在不同密度比的重震过程中,双组分系统中的里氏-梅斯科夫不稳定性。对流体力学和热力学非平衡行为进行了详细研究。具体来说,分析的重点是密度梯度、粘性应力张量、热通量强度、热力学非平衡强度和热力学非平衡面积。值得注意的是,非平衡量随着冲击波前沿、稀释波、横波和材料界面的变化而发生复杂变化。从物理角度看,冲击波或二次撞击过后,随着扰动材料界面的扩大,非平衡区域也随之扩大。此外,当传播的冲击波前沿和横波离开或反射的稀释波减弱时,全局非平衡表现也会减弱。此外,随着物理梯度或非平衡区域的增加,全局热力学非平衡效应也会增强。最后,当流体结构在耗散/扩散作用下逐渐消失时,局部非平衡效应会减弱。
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引用次数: 0
A Surface-Enhanced Raman Spectroscopic Sensor Pen 表面增强拉曼光谱传感器笔
IF 3.4 Q1 Engineering Pub Date : 2023-12-12 DOI: 10.3390/inventions8060156
Zejiang Song, Zhijie Li, Weishen Zhan, Wanli Zhao, Hisang-Chen Chui, Rui Li
Surface-enhanced Raman spectroscopy (SERS) is widely used as a detection method in scientific research fields. However, the method for creating SERS substrates often requires expensive equipment and involves a complex process. Additionally, preserving and effectively utilizing SERS substrates in the long term poses a challenging problem. In order to address these issues, we propose a new method for creating SERS substrates on various types of paper using a combination of a ballpoint pen and 3D printing. This method ensures a high enhancement factor and maximizes the utilization of the substrate. We achieved an enhancement factor of up to 8.2 × 108 for detecting R6G molecules, with a relative standard deviation of 11.13% for the Raman peak at 612 cm−1 of R6G, demonstrating excellent SERS sensitivity and spectral reproducibility. Furthermore, we successfully detected thiram at a concentration as low as 10−8, which is lower than both the Chinese national standard and European standard.
表面增强拉曼光谱(SERS)作为一种检测方法被广泛应用于科学研究领域。然而,制作 SERS 基底的方法通常需要昂贵的设备和复杂的过程。此外,长期保存和有效利用 SERS 基底也是一个具有挑战性的问题。为了解决这些问题,我们提出了一种结合圆珠笔和三维打印技术在各种纸张上制作 SERS 基底的新方法。这种方法确保了高增强因子,并最大限度地提高了基底的利用率。我们在检测 R6G 分子时实现了高达 8.2 × 108 的增强因子,R6G 的 612 cm-1 拉曼峰的相对标准偏差为 11.13%,显示了出色的 SERS 灵敏度和光谱重现性。此外,我们还成功地检测到了低至 10-8 浓度的噻喃,该浓度低于中国国家标准和欧洲标准。
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引用次数: 0
Development of the Phaseless Calibration Algorithm for a Digital Antenna Array 数字天线阵无相校准算法的开发
IF 3.4 Q1 Engineering Pub Date : 2023-12-11 DOI: 10.3390/inventions8060155
Elena Dobychina, M. Snastin, Vladimir Savchenko, T. Shevgunov
In this paper, we will discuss a calibration algorithm for a digital antenna array that diagnoses its real performance. It can be applied at such stages of the antenna system life cycle as design, tuning, and especially maintenance. A calibration implementation using a scalar method for a multi-beam digital antenna array is proposed and investigated. On-the-fly calibration ensures a continuous improvement in beam pointing accuracy by reducing internal errors in the receiving (transmitting) channels. The purpose of the study is to experimentally examine the capabilities of digital beamforming to increase the angle-of-arrival estimation accuracy. A simulation model of the receiving antenna was created in an anechoic chamber with a planar antenna positioner. The possibility of precise estimation of the direction of arrival using the digital beamforming with electronic scanning was demonstrated. The proposed simulation model made it possible to observe the convergence of the antenna array calibration process using the proposed method for various errors in the signal paths, as well as different signal-to-noise ratios. It has been proven that even under adverse conditions early in the calibration algorithm, the phase error detection converges with high accuracy, and its value decreases uniformly even to the fractions of an angular degree.
在本文中,我们将讨论一种数字天线阵的校准算法,它能诊断天线阵的实际性能。该算法可应用于天线系统生命周期的设计、调谐,特别是维护等阶段。本文提出并研究了使用标量法对多波束数字天线阵进行校准的方法。即时校准通过减少接收(发射)通道的内部误差,确保波束指向精度的持续提高。研究的目的是通过实验检验数字波束成形提高到达角估计精度的能力。在消声室中利用平面天线定位器创建了接收天线的仿真模型。演示了利用电子扫描数字波束成形精确估计到达方向的可能性。利用所提出的模拟模型,可以观察到在信号路径存在各种误差以及信噪比不同的情况下,使用所提出的方法进行天线阵列校准过程的收敛性。结果证明,即使在校准算法早期的不利条件下,相位误差检测也能以较高的精度收敛,其值甚至能均匀地减小到零点几角度。
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引用次数: 0
Load Losses and Short-Circuit Resistances of Distribution Transformers According to IEEE Standard C57.110 根据 IEEE 标准 C57.110 确定配电变压器的负载损耗和短路电阻
IF 3.4 Q1 Engineering Pub Date : 2023-12-08 DOI: 10.3390/inventions8060154
V. León-Martínez, E. Peñalvo-López, Clara Andrada-Monrós, Juan Ángel Sáiz-Jiménez
Load losses determine transformers’ efficiency and life, which are limited by overheating and deterioration of their elements. Since these losses can be characterized by short-circuit resistances, in this article, we have developed expressions for the short-circuit resistances of three-phase transformers according to IEEE Standard C57.110. Imposing the condition that these resistances must cause load losses of the transformer, two types of short-circuit resistance have been established: (1) the effective resistance of each phase (Rcc,z) and (2) the effective short-circuit resistance of the transformer (Rcc,ef). The first is closely related to the power loss distribution within the transformer. The second is just a mathematical parameter. Applying these resistances to the 630 kVA oil-immersed distribution transformer of a residential network, we have concluded that both types of resistances determine the total load losses of the transformer. However, only Rcc,z accurately provides the load losses in each phase. Rcc,ef can give rise to errors more significant than 16% in calculating these losses, depending on imbalances in the harmonic currents.
负载损耗决定了变压器的效率和寿命,而变压器的效率和寿命又受到元件过热和老化的限制。由于这些损耗可以用短路电阻来表征,因此在本文中,我们根据 IEEE 标准 C57.110 编制了三相变压器短路电阻的表达式。在这些电阻必须导致变压器负载损耗的条件下,我们建立了两种短路电阻类型:(1) 每相的有效电阻 (Rcc,z) 和 (2) 变压器的有效短路电阻 (Rcc,ef)。前者与变压器内部的功率损耗分布密切相关。第二个只是一个数学参数。将这些电阻应用于一个住宅网络的 630 千伏安油浸式配电变压器,我们得出结论,这两种电阻都决定了变压器的总负载损耗。不过,只有 Rcc,z 能准确提供各相的负载损耗。在计算这些损耗时,Rcc,ef 的误差可能超过 16%,这取决于谐波电流的不平衡。
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引用次数: 0
SpiderID_APP: A User-Friendly APP for Spider Identification in Taiwan Using YOLO-Based Deep Learning Models SpiderID_APP:使用基于 YOLO 的深度学习模型识别台湾蜘蛛的用户友好型 APP
IF 3.4 Q1 Engineering Pub Date : 2023-12-06 DOI: 10.3390/inventions8060153
Cao Thang Luong, Ali Farhan, Ross D. Vasquez, M. J. Roldan, Yih-Kai Lin, Shih-Yen Hsu, Ming-Der Lin, Chung-Der Hsiao, Chih-Hsin Hung
Accurate and rapid taxonomy identification is the initial step in spider image recognition. More than 50,000 spider species are estimated to exist worldwide; however, their identification is still challenging due to the morphological similarity in their physical structures. Deep learning is a known modern technique in computer science, biomedical science, and bioinformatics. With the help of deep learning, new opportunities are available to reveal advanced taxonomic methods. In this study, we applied a deep-learning-based approach using the YOLOv7 framework to provide an efficient and user-friendly identification tool for spider species found in Taiwan called Spider Identification APP (SpiderID_APP). The YOLOv7 model is integrated as a fully connected neural network. The training of the model was performed on 24,000 images retrieved from the freely available annotated database iNaturalist. We provided 120 genus classifications for Taiwan spider species, and the results exhibited accuracy on par with iNaturalist. Furthermore, the presented SpiderID_APP is time- and cost-effective, and researchers and citizen scientists can use this APP as an initial entry point to perform spider identification in Taiwan. However, for detailed species identification at the species level, additional methods like DNA barcoding or genitalic structure dissection are still considered necessary.
准确、快速的分类识别是蜘蛛图像识别的第一步。据估计,全世界有超过5万种蜘蛛;然而,由于它们在物理结构上的形态相似性,它们的鉴定仍然具有挑战性。深度学习是计算机科学、生物医学科学和生物信息学领域的一项已知的现代技术。在深度学习的帮助下,揭示先进的分类方法有了新的机会。在本研究中,我们采用基于深度学习的方法,利用YOLOv7框架,为台湾蜘蛛物种提供了一个高效且用户友好的识别工具——蜘蛛识别APP (SpiderID_APP)。YOLOv7模型集成为一个全连接的神经网络。该模型的训练是在从免费的注释数据库iNaturalist中检索的24,000张图像上进行的。我们提供台湾蜘蛛种类的120个属分类,结果显示准确度与iNaturalist相当。此外,所提出的SpiderID_APP具有时间和成本效益,研究人员和公民科学家可以将此APP作为在台湾进行蜘蛛鉴定的初始切入点。然而,为了在物种水平上进行详细的物种鉴定,仍然需要DNA条形码或生殖器结构解剖等额外的方法。
{"title":"SpiderID_APP: A User-Friendly APP for Spider Identification in Taiwan Using YOLO-Based Deep Learning Models","authors":"Cao Thang Luong, Ali Farhan, Ross D. Vasquez, M. J. Roldan, Yih-Kai Lin, Shih-Yen Hsu, Ming-Der Lin, Chung-Der Hsiao, Chih-Hsin Hung","doi":"10.3390/inventions8060153","DOIUrl":"https://doi.org/10.3390/inventions8060153","url":null,"abstract":"Accurate and rapid taxonomy identification is the initial step in spider image recognition. More than 50,000 spider species are estimated to exist worldwide; however, their identification is still challenging due to the morphological similarity in their physical structures. Deep learning is a known modern technique in computer science, biomedical science, and bioinformatics. With the help of deep learning, new opportunities are available to reveal advanced taxonomic methods. In this study, we applied a deep-learning-based approach using the YOLOv7 framework to provide an efficient and user-friendly identification tool for spider species found in Taiwan called Spider Identification APP (SpiderID_APP). The YOLOv7 model is integrated as a fully connected neural network. The training of the model was performed on 24,000 images retrieved from the freely available annotated database iNaturalist. We provided 120 genus classifications for Taiwan spider species, and the results exhibited accuracy on par with iNaturalist. Furthermore, the presented SpiderID_APP is time- and cost-effective, and researchers and citizen scientists can use this APP as an initial entry point to perform spider identification in Taiwan. However, for detailed species identification at the species level, additional methods like DNA barcoding or genitalic structure dissection are still considered necessary.","PeriodicalId":14564,"journal":{"name":"Inventions","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138597311","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
Review of Key Technologies of Rotary-Wing Mars UAVs for Mars Exploration 用于火星探测的旋翼火星无人机关键技术综述
IF 3.4 Q1 Engineering Pub Date : 2023-11-29 DOI: 10.3390/inventions8060151
Pengyue Zhao, Ruihan Li, Peng Wu, Huan Liu, Xifeng Gao, Zongquan Deng
The sparse atmosphere on the surface of Mars provides the necessary flight conditions for Mars unmanned aerial vehicles (UAVs) to perform low-altitude flights. This work presents a comprehensive overview of key technologies in the development of Mars UAVs, with a specific focus on rotary-wing Mars UAVs. It summarizes prototypes of rotary-wing Mars UAVs developed by various global research institutions. It reviews essential technologies in rotary-wing Mars UAV research, including the Mars near-surface atmospheric environment, aerodynamic characteristics, and principles of low-pressure flight control. This work also summarizes various experimental setups and ground test results for rotary-wing Mars UAVs. Furthermore, it discusses the future development trends of rotary-wing Mars UAVs.
火星表面稀薄的大气层为火星无人飞行器(UAV)进行低空飞行提供了必要的飞行条件。这项工作全面概述了开发火星无人飞行器的关键技术,特别侧重于旋转翼火星无人飞行器。它总结了全球各研究机构开发的旋转翼火星无人机原型。它回顾了旋转翼火星无人机研究的基本技术,包括火星近地面大气环境、空气动力特性和低压飞行控制原理。作品还总结了旋转翼火星无人机的各种实验装置和地面测试结果。此外,它还讨论了旋转翼火星无人机的未来发展趋势。
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引用次数: 0
Cyclic Detectors in the Fraction-of-Time Probability Framework 时间分数概率框架中的循环检测器
IF 3.4 Q1 Engineering Pub Date : 2023-11-29 DOI: 10.3390/inventions8060152
D. Dehay, J. Leśkow, Antonio Napolitano, T. Shevgunov
The signal detection problem for cyclostationary signals is addressed within the fraction-of-time probability framework, where statistical functions are constructed starting from a single time series, without introducing the concept of stochastic process. Single-cycle detectors and quadratic-form detectors based on measurements of the Fourier coefficients of the almost-periodically time-variant cumulative distribution and probability density functions are proposed. The adopted fraction-of-time approach provides both methodological and implementation advantages for the proposed detectors. For single-cycle detectors, the decision statistic is a function of the received signal and the threshold is derived using side data under the null hypothesis. For quadratic-form detectors, the decision statistic can be expressed as a function of the received signal without using side data, at the cost of some performance degradation. The threshold can be derived analytically. Performance analysis is carried out using Monte Carlo simulations in severe noise and interference environments, where the proposed detectors provide better performance with respect to the analogous detectors based on second- and higher-order cyclic statistic measurements.
在时间分数概率框架内解决了周期静止信号的信号检测问题,即从单一时间序列开始构建统计函数,而不引入随机过程的概念。提出了基于几乎周期性时变累积分布和概率密度函数傅里叶系数测量的单周期检测器和二次型检测器。所采用的时间分数方法为所提出的探测器提供了方法论和实施方面的优势。对于单周期检测器,判定统计量是接收信号的函数,阈值则是利用零假设下的边数据得出的。对于二次型检测器,决策统计量可表示为接收信号的函数,而无需使用边数据,但代价是性能有所下降。阈值可以通过分析得出。利用蒙特卡洛模拟对严重噪声和干扰环境下的性能进行了分析,与基于二阶和高阶循环统计测量的类似检测器相比,所提出的检测器具有更好的性能。
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引用次数: 0
Applications of the Order Reduction Optimization of the H-Infinity Controller in Smart Structures 智能结构中 H-Infinity 控制器的降阶优化应用
IF 3.4 Q1 Engineering Pub Date : 2023-11-22 DOI: 10.3390/inventions8060150
Amalia Moutsopoulou, M. Petousis, N. Vidakis, G. Stavroulakis, A. Pouliezos
In this paper, our strategy is to look for locally optimum answers to a non-smooth optimization problem that has been constructed to include minimization goals and restrictions for smart structures’ vibration suppression. In both theoretical analysis and practical implementation, it is widely recognized that designing multi-objective control systems poses a considerable challenge. In this study, we assess the effectiveness of this method by employing the open-source Matlab toolbox Hifoo 2.0 and juxtapose our findings with established industry standards. We start by framing the control problem as a mathematical optimization issue and proceed to identify the controller that effectively addresses this optimization. This approach introduces the potential application of intelligent structures in tackling the challenge of vibration suppression. This study makes use of the most recent version of the freely available application Hifoo which tries to study vibration suppression with the limits outlined above in the context of multi-objective controller design. A controller directive is initially set, allowing for a lower order.
在本文中,我们的策略是为一个非平滑优化问题寻找局部最优答案,该问题的构建包含了智能结构振动抑制的最小化目标和限制条件。在理论分析和实际应用中,人们普遍认为设计多目标控制系统是一项相当大的挑战。在本研究中,我们使用开源 Matlab 工具箱 Hifoo 2.0 评估了该方法的有效性,并将我们的研究结果与既定的行业标准进行对比。我们首先将控制问题归纳为数学优化问题,然后确定能有效解决这一优化问题的控制器。这种方法介绍了智能结构在应对振动抑制挑战方面的潜在应用。本研究使用了最新版本的免费应用程序 Hifoo,该应用程序试图在多目标控制器设计的背景下,研究上述限制条件下的振动抑制问题。最初设定的控制器指令允许较低的阶次。
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引用次数: 0
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Inventions
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