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Efficient parameter estimation for second order plus dead time systems in process plant control 工艺设备控制中二阶加死区时间系统的高效参数估计
Pub Date : 2024-07-17 DOI: 10.1002/adc2.229
Mahua Pal, Kumardeb Banerjee, Bivas Dam
<p>Designing a controller for a process plant typically modeled as a first or second-order system with dead time involves an efficient and accurate estimation of its parameters. Since many process plants are characterized as second-order plus dead time (SOPDT) overdamped or critically damped systems, this study presents a straightforward parameter estimation method using transient response data from a step input at three specific time instants. Two-time domain performance indices (PIs), <span></span><math> <mrow> <msub> <mi>T</mi> <mi>R</mi> </msub> </mrow></math> (= <span></span><math> <mrow> <mfrac> <msub> <mi>t</mi> <mn>90</mn> </msub> <msub> <mi>t</mi> <mn>10</mn> </msub> </mfrac> </mrow></math> for system dead time = 0 and <span></span><math> <mrow> <mfrac> <mrow> <msub> <mi>t</mi> <mn>90</mn> </msub> <mo>−</mo> <msub> <mi>t</mi> <mn>5</mn> </msub> <mspace></mspace> </mrow> <mrow> <msub> <mi>t</mi> <mn>10</mn> </msub> <mo>−</mo> <msub> <mi>t</mi> <mn>5</mn> </msub> <mspace></mspace> </mrow> </mfrac> </mrow></math> for system dead time ≠ 0; <span></span><math> <mrow> <msub> <mi>t</mi> <mn>5</mn> </msub> </mrow></math>, <span></span><math> <mrow> <msub> <mi>t</mi> <mn>10</mn> </msub> </mrow></math> and <span></span><math> <mrow> <msub> <mi>t</mi> <mn>90</mn> </msub> </mrow></math> are respectively the times at which the response reaches 5%, 10% and 90% of the steady-state response) and <span></span><math> <mrow> <msub> <mi>f</mi> <mi>r</mi> </msub> </mrow></math> (reciprocal of rise time <span></span><math> <mrow> <msub> <mi>t</mi> <mi>r</mi> </msub> </mrow></math>) are proposed in this work. Correlations are established between these PIs and the pa
为通常建模为一阶或二阶带死区时间系统的工艺设备设计控制器时,需要对其参数进行有效而准确的估算。由于许多工艺设备都具有二阶加死区时间 (SOPDT) 过阻尼或临界阻尼系统的特征,因此本研究提出了一种直接的参数估计方法,该方法使用三个特定时间时刻的阶跃输入瞬态响应数据。本研究提出了两个时域性能指数(PIs):(= 系统死区时间 = 0 时和系统死区时间≠0 时; 和 分别是响应达到稳态响应 5%、10% 和 90% 的时间)和(上升时间的倒数)。这些 PI 与 SOPDT 系统参数之间建立了相关性。第一种相关性表明,PI 仅是阻尼比的函数,与无阻尼固有频率无关,这意味着从时间响应数据中评估 PI 就足以估算出 SOPDT 系统的......。第二个相关性表明,对于给定的 , , 是 。 因此,根据时间响应数据和第一个相关性的估算值就足以估算出 。拟议算法通过上述三个特定时间瞬时的阶跃响应,利用这些相关性估算出工厂的典型传递函数参数。与文献中已有的四种方法进行比较后发现,该方法对可以用 SOPDT 动力学近似的高阶系统也很有效,而且即使有测量噪声也很稳健,因此不仅适用于工艺设备,也适用于具有类似时间响应的其他系统,有助于实施控制策略。
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引用次数: 0
Optimal installation of DG in radial distribution network using arithmetic optimization algorithm 使用算术优化算法优化径向配电网络中的 DG 安装
Pub Date : 2024-07-16 DOI: 10.1002/adc2.227
Indrajit Dey, Provas Kumar Roy

The purpose of this work is an arrangement of distributed generation (DG) in radial distribution networks (RDNs) in an adequate way. An efficient method, named arithmetic optimization algorithm (AOA) is used for that purpose. The intention for effective DG posting is to decrease the power loss and upgrade the voltage shape and voltage steadiness magnification in RDNs. The demonstration of the suggested AOA method has been made on 33-bus, 69-bus, 85-bus, and 118-bus RDNs for optimum orientation and capacity of DGs with distinct power factors (unity, fixed, and optimal). By using this projected technique, the execution of RDNs is improved with respect to voltage stability maximization, voltage fluctuation mitigation, and also reduction of real power loss. The AOA method which is recommended here, grants a better solution than several optimization techniques found in the literature. This recommended AOA technique provides the percentage improvement of power loss for case 1 to case 3 (65.50%, 86.48%, and 94.43%), (69.16%, 90.80%, and 98.10%), (44.57%, 66.61%, and 80.26%), and (60.34%, 88.80%, and 90.31%) for 33, 69, 85, and 118-bus systems, respectively. The percentage improvement in voltage deviation minimization for case 1 to case 3 are (99.53%, 99.83%, and 99.84%), (99.88%, 99.91%, and 99.92%), and (97.53%, 98.98%, and 99.16%) for 33, 69, and 118-bus systems, respectively. For different test systems (33, 69, and 118-bus) improvements in voltage stability index maximization for case 1 to case 3 are (31.33%, 31.80%, and 31.81%), (30.15%, 31.25%, and 31.25%), and (37.78%, 39.23%, and 40.88%), respectively.

这项工作的目的是以适当的方式在径向配电网(RDN)中安排分布式发电(DG)。为此采用了一种名为算术优化算法(AOA)的高效方法。有效布置 DG 的目的是减少功率损耗,改善 RDN 中的电压形状和电压稳定度。建议的 AOA 方法已在 33 总线、69 总线、85 总线和 118 总线 RDN 上进行了演示,以确定具有不同功率因数(统一、固定和最佳)的 DG 的最佳方向和容量。通过使用这种预测技术,RDN 的执行在电压稳定性最大化、电压波动减缓和减少实际功率损耗方面都得到了改善。这里推荐的 AOA 方法比文献中的几种优化技术提供了更好的解决方案。在 33、69、85 和 118 总线系统中,推荐的 AOA 技术分别为情况 1 至情况 3 提供了功率损耗百分比改进(65.50%、86.48% 和 94.43%)、(69.16%、90.80% 和 98.10%)、(44.57%、66.61% 和 80.26%)和(60.34%、88.80% 和 90.31%)。对于 33、69 和 118 总线系统,情况 1 至情况 3 在电压偏差最小化方面的改进百分比分别为(99.53%、99.83% 和 99.84%)、(99.88%、99.91% 和 99.92%)和(97.53%、98.98% 和 99.16%)。对于不同的测试系统(33、69 和 118 总线),情况 1 至情况 3 的电压稳定指数最大化改进率分别为(31.33%、31.80% 和 31.81%)、(30.15%、31.25% 和 31.25%)和(37.78%、39.23% 和 40.88%)。
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引用次数: 0
To cascade feedback loops, or not? 要不要串联反馈回路?
Pub Date : 2024-07-04 DOI: 10.1002/adc2.228
Eduard Eitelberg

Linear time invariant (LTI) block diagrams—and the associated transfer functions—are profoundly inadequate for multi-loop control system design. A practitioner has to have a thorough understanding of the physical uncertainties—and of their inter-dependencies—in the different parts of an interconnected system, or in a given block diagram. Lack of attention to, or understanding of, such causal interactions has led to ill-advised reliance on cascaded control in practice—and to consternation when cascading fails to yield the expected improvement over a single-loop design.

线性时间不变(LTI)框图以及相关的传递函数对于多回路控制系统的设计是远远不够的。从业人员必须对互联系统不同部分或给定框图中的物理不确定性及其相互依赖性有透彻的了解。由于缺乏对这种因果互动关系的关注或理解,在实践中对级联控制的依赖是不明智的,而且当级联控制无法产生比单环设计更理想的改进效果时,也会引起人们的恐慌。
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引用次数: 0
A novel modulation for four-switch Buck-boost converter to eliminate the right half plane zero point 消除右半平面零点的四开关降压-升压转换器新调制方法
Pub Date : 2024-06-27 DOI: 10.1002/adc2.223
Xiaoyan Yuan, Kun Wang, Zhengtao Yang, Huafeng Cao

The four-switch Buck-Boost (FSBB) converter are widely used in combination with other isolated converter to extend the voltage range capability of the overall structure. When the converter operates in buck-boost mode and boost mode, it exhibits a right half plane zero (RHPZ) in the control to output transfer function. This characteristic would cause negative impact to stability of the converter. In order to eliminate the RHPZ, a novel modulation method is proposed in this paper. The buck mode is introduced to the modulation to adjust the voltage gain, and the corresponding average state space modeling for the FSBB with the proposed modulation is established. The simulation of the converter with the proposed modulation method and traditional modulation are presented. Finally, experiment results by hardware in the loop (HIL) platform is employed to verity the correctness of theoretical analysis results.

四开关降压-升压(FSBB)转换器与其他隔离转换器结合使用,可扩展整体结构的电压范围。当转换器工作在降压-升压模式和升压模式时,其控制到输出的传递函数会出现右半平面零点(RHPZ)。这一特性会对转换器的稳定性产生负面影响。为了消除 RHPZ,本文提出了一种新型调制方法。调制方法中引入了降压模式来调节电压增益,并为采用所提调制方法的 FSBB 建立了相应的平均状态空间模型。本文介绍了采用所提调制方法和传统调制方法的转换器的仿真情况。最后,利用硬件在环(HIL)平台的实验结果验证了理论分析结果的正确性。
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引用次数: 0
Design and comparison of particle swarm optimization tuned Kalman filter based linear quadratic Gaussian controller and linear quadratic regulator for surface to air missile guidance system 地对空导弹制导系统中基于粒子群优化调整卡尔曼滤波器的线性二次高斯控制器和线性二次调节器的设计与比较
Pub Date : 2024-06-24 DOI: 10.1002/adc2.226
Girma Kassa Alitasb, Getasew Mekonnen Beyene, Ayodeji Olalekan Salau

The study of missile guidance systems is a well-known nonlinear control engineering area of research. To enhance the control performance of a missle guidance system, several technologies have been proposed in existing works. To resolve the weighting matrix selection issue of a linear quadratic Gaussian (LQG) controller for the surface-to-air missile guidance control system, this study utilizes the particle swarm optimization (PSO) technique. Selecting the best state (Q) and input (R) weighting matrices is a significant difficulty in the design of the LQG controller for real-time applications since it affects the controller's performance and optimality. The weighting matrices are often chosen by a trial-and-error method that not only complicates the design but also does not yield optimal outcomes. Therefore, in this paper, a PSO method is developed and used in the design of the linear quadratic regulator (LQR) and LQG controllers for the surface-to-air missile control system to choose the elements of the Q and R matrices in the best possible way. Finally, a comparative analysis between the designed controllers was presented. The results shows that a good performance was achieved by using the proposed PSO-tuned design process. The LQG and LQR are designed by manually adjusting the weighting matrices and utilizing an intelligent procedure, PSO algorithm which achieved optimal results. Further results indicate that the designed controllers, the PSO tuned LQR and LQG achieved a better performance over the manually adjusted LQR and LQG controllers.

导弹制导系统研究是一个著名的非线性控制工程研究领域。为了提高导弹制导系统的控制性能,现有研究提出了多种技术。为解决地对空导弹制导控制系统线性二次高斯(LQG)控制器的权重矩阵选择问题,本研究采用了粒子群优化(PSO)技术。选择最佳状态(Q)和输入(R)加权矩阵是实时应用 LQG 控制器设计中的一大难题,因为它会影响控制器的性能和最优性。权重矩阵的选择通常采用试错法,不仅使设计复杂化,而且无法获得最佳结果。因此,本文开发了一种 PSO 方法,并将其用于地对空导弹控制系统的线性二次调节器(LQR)和 LQG 控制器的设计,以最佳方式选择 Q 和 R 矩阵的元素。最后,对所设计的控制器进行了对比分析。结果表明,使用所提出的 PSO 调整设计过程实现了良好的性能。LQG 和 LQR 的设计是通过手动调整加权矩阵,并利用智能程序 PSO 算法来实现最优结果的。进一步的结果表明,与手动调整的 LQR 和 LQG 控制器相比,经过 PSO 调整的 LQR 和 LQG 控制器的性能更好。
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引用次数: 0
An active disturbance rejection control approach to vibration control on flexible systems based on frequency response 基于频率响应的柔性系统振动控制主动干扰抑制控制方法
Pub Date : 2024-06-16 DOI: 10.1002/adc2.222
Shuyang Lin

Active disturbance rejection control (ADRC) is considerably applied due to its advantage of focusing on merely dominant parameters. Research on flexible systems frequently confronting perplexing disturbances can utilize this method to simplify irrelevant items as a single variable. In this paper, we focused on vibration control problems in flexible systems with the application of ADRC and constructed a second-order system model under the guideline of fundamental principles of ADRC and an innovative algorithm for tuning feedforward compensation ADRC. During the simulation, we discussed three cases in which each solely one parameter varies while others are kept invariant. Time, open-loop frequency, and close-loop frequency responses were respectively analyzed in all cases as to determine the stability of the system. According to the simulation results, we arrived at the conclusion: we should choose the specification of a flexible system within an intermediate range and evade from critical system parameters to procure stability and efficiency.

主动干扰抑制控制(ADRC)因其只关注主要参数的优势而得到广泛应用。在研究经常面临复杂干扰的柔性系统时,可以利用这种方法将无关项简化为单一变量。本文以应用 ADRC 的柔性系统振动控制问题为研究对象,在 ADRC 基本原理的指导下构建了二阶系统模型,并创新性地提出了前馈补偿 ADRC 的调谐算法。在仿真过程中,我们讨论了仅有一个参数变化而其他参数保持不变的三种情况。我们分别分析了所有情况下的时间、开环频率和闭环频率响应,以确定系统的稳定性。根据仿真结果,我们得出结论:应在中间范围内选择柔性系统的规格,避开关键的系统参数,以获得稳定性和效率。
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引用次数: 0
Interconnection and damping assignment passivity-based control for dynamic steering position stabilization of an underactuated AUV 基于互联和阻尼分配的被动式控制,实现欠驱动自动潜航器的动态转向位置稳定
Pub Date : 2024-06-11 DOI: 10.1002/adc2.225
Ravishankar P. Desai, Narayan S. Manjarekar

Steering motion bestows autonomous underwater vehicles (AUVs) with the agility to navigate intricate paths and trajectories precisely. Ensuring effective steering position stabilization in underwater vehicles is paramount, as it enables precise navigation and enhances safety, efficiency, data accuracy, adaptability to changing conditions, and the overall success of diverse underwater missions. This article addresses the challenging task of steering position stabilization in underactuated AUVs. To achieve this, we employ an interconnection and damping assignment passivity-based control method to design a control law tailored for steering position stabilization. Our approach considers the nonlinear dynamics of a six-degrees-of-freedom steering motion in AUVs. The control objective involves assigning a suitable energy function and reshaping the interconnection and damping structure to render the closed-loop system asymptotically stable at the desired equilibrium point. The robustness of our proposed control law is assessed rigorously, subjecting it to modeling uncertainties and underwater disturbances. Our findings are substantiated with simulation results that support the efficacy of the designed control law. Notably, we base our simulations on experimentally validated steering motion parameters obtained from the REMUS 100 AUV, enhancing the real-world applicability of our research.

转向运动赋予了自主水下航行器(AUV)精确导航复杂路径和轨迹的灵活性。确保水下航行器有效的转向位置稳定至关重要,因为它可以实现精确导航,提高安全性、效率、数据准确性、对不断变化的条件的适应性以及各种水下任务的整体成功率。本文探讨了在动力不足的自动潜航器中实现转向位置稳定这一具有挑战性的任务。为此,我们采用了一种基于互联和阻尼分配被动性的控制方法,为转向位置稳定量身定制了一种控制法则。我们的方法考虑了 AUV 六自由度转向运动的非线性动力学。控制目标包括分配一个合适的能量函数,重塑互联和阻尼结构,使闭环系统渐近稳定在所需的平衡点上。我们对所提出的控制法则的鲁棒性进行了严格评估,使其受到建模不确定性和水下干扰的影响。模拟结果证实了我们的研究结果,支持了所设计控制法则的有效性。值得注意的是,我们的模拟是基于从 REMUS 100 AUV 上获得的经过实验验证的转向运动参数,这增强了我们研究在现实世界中的适用性。
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引用次数: 0
Fixed-time neuroadaptive formation control for multiple QUAVs with external disturbance 具有外部干扰的多 QUAV 的固定时间神经自适应编队控制
Pub Date : 2024-06-10 DOI: 10.1002/adc2.207
Shuai Cheng, Bin Xin, Zhaofeng Du, Jie Chen

This paper studies the formation control of multiple quadrotor unmanned aerial vehicle systems (MQUAVSs) with external disturbance. A new adaptive fixed-time cooperative control protocol is designed for MQUAVSs. A fixed-time command filtered compensation control technology is presented to overcome the “explosion of complexity” issue, and a new fixed-time error compensation signal is designed to compensate the filtering error, which improves the convergence speed of the system. Adaptive neural network technology is introduced to deal with unknown nonlinear functions in the system. A fixed-time stability theorem is presented for MQUAVSs to ensure that MQUAVSs can reach the predetermined formation and the formation tracking errors converge to the neighborhood of the origin in a fixed time. Finally, the effectiveness of the proposed method is verified by the formation simulation of MQUAVs.

本文研究了具有外部干扰的多旋翼无人飞行器系统(MQUAVS)的编队控制。为 MQUAVS 设计了一种新的自适应固定时间协同控制协议。提出了一种固定时间指令滤波补偿控制技术,以克服 "复杂性爆炸 "问题,并设计了一种新的固定时间误差补偿信号来补偿滤波误差,从而提高了系统的收敛速度。引入自适应神经网络技术来处理系统中的未知非线性函数。提出了 MQUAVS 的固定时间稳定性定理,确保 MQUAVS 能在固定时间内到达预定编队,编队跟踪误差收敛到原点附近。最后,通过 MQUAVs 的编队仿真验证了所提方法的有效性。
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引用次数: 0
Design of an artificial neural network and proportional-integral-derivative controller using particle swarm optimization for Boeing 747-400 aircraft pitch control 利用粒子群优化为波音 747-400 飞机俯仰控制设计人工神经网络和比例积分衍生控制器
Pub Date : 2024-06-06 DOI: 10.1002/adc2.224
Hunachew Moges Mitiku, Ayodeji Olalekan Salau, Estifanos Abeje Sharew

This paper presents the design of an artificial neural network (ANN) and proportional integral derivative (PID) controller using particle swarm optimization (PSO) for Boeing 747-400 aircraft pitch control (APC). The combinations of disturbance, open loop unstable and nonlinear dynamics are major problems in a Boeing 747-400 commercial aircraft. This paper investigates the control mechanism of pitch angle control of Boeing 747-400 with small disturbance theory linearization methods and ANN based non-linear controllers. A PID controller is tuned by PSO, whereas the PID is tuned by graphical user interface (GUI) when compared with an ANN controller. The controller for this system was designed using an ANN controller and PID tuned using a recent optimization technique such as the PSO method with integral square error (ISE) as an objective function. A comparative study of the time domain performances of the pitch control of the Boeing 747-400 commercial aircraft was presented. The ANN controller outperformed the PID-PSO and PID-GUI controllers in terms of system performance, including rising time (tr), settling time (ts), percentage overshoot (percent OS), and steady state error, across various elevator deflection angles. Basically, the percentage overshoot and steady state error were 0% and 0 respectively, indicating that the ANN controller achieved an improvement of 100%. Various parameters were compared with the PID-GUI, PID-PSO, and ANN controllers for pitch control of the Boeing 747-400 air craft. The ANN controller architecture comprises of two input neurons, two hidden layer neurons, and one output layer neuron. The simulation was performed using Matlab/Simulink. The results show that the PID-PSO controller was improved by the ANN controller and the performance specifications of the aircraft obtained by the ANN controller were satisfactory.

本文介绍了利用粒子群优化(PSO)技术为波音 747-400 飞机俯仰控制(APC)设计人工神经网络(ANN)和比例积分导数(PID)控制器。干扰、开环不稳定和非线性动态的组合是波音 747-400 商用飞机的主要问题。本文利用小扰动理论线性化方法和基于 ANN 的非线性控制器研究了波音 747-400 飞机俯仰角控制的控制机制。与 ANN 控制器相比,PID 控制器通过 PSO 进行调整,而 PID 则通过图形用户界面 (GUI) 进行调整。该系统的控制器是使用 ANN 控制器设计的,并使用 PSO 方法等最新优化技术对 PID 进行调整,以积分平方误差 (ISE) 作为目标函数。对波音 747-400 商用飞机俯仰控制的时域性能进行了比较研究。在不同的升降舵偏转角度下,ANN 控制器的系统性能(包括上升时间 (tr)、稳定时间 (ts)、过冲百分比 (OS%) 和稳态误差)均优于 PID-PSO 和 PID-GUI 控制器。基本上,过冲百分比和稳态误差分别为 0% 和 0,表明 ANN 控制器实现了 100% 的改进。针对波音 747-400 型飞机的俯仰控制,比较了 PID-GUI、PID-PSO 和 ANN 控制器的各种参数。ANN 控制器结构包括两个输入神经元、两个隐藏层神经元和一个输出层神经元。仿真使用 Matlab/Simulink 进行。结果表明,ANN 控制器改进了 PID-PSO 控制器,ANN 控制器获得的飞机性能指标令人满意。
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引用次数: 0
Robust control strategies applicable to DC–DC converter with reliability assessment: A review 适用于直流-直流转换器的鲁棒控制策略与可靠性评估:综述
Pub Date : 2024-05-25 DOI: 10.1002/adc2.217
Mukur Gupta, Nitin Gupta, Man Mohan Garg, Ajay Kumar

This paper provides an overview of various control strategies for DC–DC converters along with a brief discussion on various performance indices for evaluating the reliability of designed controller. DC–DC converters are emerging as the fastest-growing interfacing devices in the world because of their emergent applications in almost all domains of engineering. Notably, the non-linear behavior of DC–DC converters offers a perplexing problem in designing a robust controller. A robust controller must ensure proper closed-loop stability with desired performance and reliable control for output voltage regulation in the event of various possible perturbations. This creates the requirement for practically implementable non-linear controllers that can effectively overlook the drawbacks of linear controllers. The prominence of this composition is based on the expansion in tuning techniques of proportional-integral-derivative controller gain parameters using linear strategies and heading towards non-linear strategies by reviewing 196 research papers. The modification in non-linear control strategies in terms of their fundamental features associated with key benefits and limitations are comprehensively reviewed. This study mostly revolves around non-linear internal model control (IMC) strategies for parameter tuning of IMC-based controllers for various order of plants with an improved degree of freedom.

本文概述了直流-直流转换器的各种控制策略,并简要讨论了用于评估所设计控制器可靠性的各种性能指标。直流-直流转换器因其在几乎所有工程领域的新兴应用而成为全球增长最快的接口设备。值得注意的是,直流-直流转换器的非线性行为给设计稳健型控制器带来了令人困惑的问题。稳健型控制器必须确保适当的闭环稳定性、理想的性能以及在各种可能的扰动情况下对输出电压调节的可靠控制。这就要求非线性控制器必须切实可行,能有效克服线性控制器的缺点。通过对 196 篇研究论文的回顾,本论文的重点在于扩展使用线性策略的比例-积分-派生控制器增益参数的调整技术,并转向非线性策略。本文全面回顾了非线性控制策略的基本特征、主要优势和局限性。本研究主要围绕非线性内部模型控制(IMC)策略,用于对基于 IMC 的控制器进行参数调整,适用于自由度有所提高的各种阶次的工厂。
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Advanced Control for Applications
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