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IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society最新文献

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Mobile robot localization in industrial environments using a ring of cameras and ArUco markers 在工业环境中使用一圈相机和ArUco标记的移动机器人定位
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589442
Sara Roos-Hoefgeest Toribio, Ignacio Alvarez Garcia, R. González
Localization of mobile robots in industrial environments is key in an increasingly automated industry. Nowadays, the inspection and repair of heavy steel plates is performed by human workers. Repair work often requires long hours in uncomfortable postures that can cause problems for the worker. We propose a mobile robot placed on top of a steel plate that must move along the plate to inspect and repair it, without leaving the sheet. Robot localization on the plate is key to generate the inspection and repair trajectories.There are different methods of localization, the most widely used require the use of expensive laser sensors to create a map using information from the environment and localize from it. This paper proposes a less expensive localization system for a mobile robot based on the installation of ArUco markers in the environment and the use of a ring of 8 calibrated cameras mounted on the robot that allow a 360° vision. This ensures a correct localization regardless of the working area. It is necessary to map the markers with respect to a common coordinate system.We propose a method to create the map using the ring. We validate the proposal through experiments comparing the localization obtained with the proposed system and a localization using a state-of-the-art SLAM method employing laser sensors.
在日益自动化的工业环境中,移动机器人的本地化是关键。现在,重钢板的检查和修理是由人工进行的。维修工作通常需要长时间保持不舒服的姿势,这可能会给工人带来问题。我们建议将移动机器人放置在钢板上,它必须沿着钢板移动来检查和修复钢板,而不离开钢板。机器人在板上的定位是生成检测和修复轨迹的关键。定位有不同的方法,最广泛使用的需要使用昂贵的激光传感器,利用来自环境的信息创建一个地图,并从它定位。本文提出了一种成本较低的移动机器人定位系统,该系统基于在环境中安装ArUco标记,并使用安装在机器人上的8个校准相机组成的环,可以实现360°视觉。无论工作区域如何,这都可以确保正确的本地化。有必要根据一个共同的坐标系来绘制这些标记。我们提出了一种使用环来创建地图的方法。我们通过实验验证了所提出的定位方法与采用激光传感器的最先进的SLAM方法所获得的定位结果。
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引用次数: 4
Parametric Comparative Analysis between Virtual Synchronous Generator and Droop-based Inertia for Inverter-Based Microgrids 基于逆变器的微电网虚拟同步发电机与下垂惯性的参数比较分析
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589766
Daniel D. Campo-Ossa, Enrique A. Sanabria-Torres, Jesus D. Vasquez-Plaza, Juan F. Patarroyo-Montenegro, Andres F. Lopez-Chavarro, Fabio Andrade-Rengifo
This paper presents a parametric comparative analysis between the virtual synchronous generator (VSG) method and the droop control method to emulate inertia in the voltage-source inverter (VSI). Droop controllers are commonly used to regulate sharing power in microgrids and distribute power generation proportionally among VSI’s depending on their rated power. Additionally, VSG has been used to regulate the Rate-of-Change-of-Frequency (RoCoF) of the microgrid using virtual inertia. Although both methods can be used to regulate the frequency variation, the influence of each method on the closed-loop eigenvalues is not the same. In this work, the transient response of the frequency is analyzed for each method to determine their advantages and disadvantages regarding frequency regulation in microgrid applications. The results were verified by conducting experimental trials using VSI’s. These experiments demonstrated that VSG is more suitable for regulating RoCoF and frequency nadir than droop controllers since it provides inertial support and improves frequency response.
本文对虚拟同步发电机(VSG)方法和下垂控制方法模拟电压源逆变器(VSI)惯性进行了参数比较分析。下垂控制器通常用于调节微电网中的共享功率,并根据其额定功率在VSI之间按比例分配发电量。此外,VSG还被用于利用虚拟惯性调节微电网的频率变化率(RoCoF)。虽然两种方法都可以用来调节频率变化,但每种方法对闭环特征值的影响是不一样的。在这项工作中,分析了每种方法的频率瞬态响应,以确定它们在微电网应用中频率调节的优缺点。利用VSI进行的实验验证了结果。实验结果表明,相对于下垂控制器,VSG提供了惯性支撑,改善了频率响应,更适合用于调节RoCoF和频率最低点。
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引用次数: 1
Smart Vehicular System: Demand, Curiosity, Challenges, And Power Electronics Skills 智能车辆系统:需求、好奇、挑战和电力电子技术
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589645
M. Bhaskar, D. Almakhles, Sanjeevikumar Padmanaban
In modern days, to achieve low emission of Green-House Gases (GHG), clean system, easy maintenance, high starting torque, and high efficiency, Internal Combustion (IC) engines are gradually being changed by electric motors. Smart vehicular systems (SV) either functioned from moderately or fully electrical energy generated from renewable sources. The energy storage, i.e., battery or ultra-capacitor system, gains energy from the IC engine. Alternative the electric grid, e.g., IC engines and electric grids are used to charge the battery in Hybrid Smart Electric Vehicle (H-SEV) and Plug-in Smart Electric Vehicle (PSEV), respectively. Power Electronics skills play an imperative role in the energy conversion between Grid-vehicle-Wheel (G-VW) and Wheel-vehicle-Grid (W-V-G). This letter discusses smart vehicular systems with their demand, curiosity, challenges, and power electronic skills.
在现代,为了实现温室气体(GHG)的低排放、系统清洁、易于维护、高启动扭矩和高效率,内燃机正逐渐被电动机所取代。智能车辆系统(SV)可以使用可再生能源产生的中度或完全电能。能量存储,即电池或超级电容器系统,从集成电路发动机获得能量。替代电网,例如IC发动机和电网分别用于混合动力智能电动汽车(H-SEV)和插电式智能电动汽车(PSEV)的电池充电。电力电子技术在电网-车辆-车轮(G-VW)和车轮-车辆-电网(W-V-G)之间的能量转换中起着至关重要的作用。这封信讨论了智能汽车系统的需求、好奇心、挑战和电力电子技术。
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引用次数: 0
Verification of Coaching effect by Instructor-like Assistance System Based on Model Predictive Constraint Satisfaction 基于模型预测约束满意度的指导者辅助系统训练效果验证
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589646
Takuma Yamaguchi, Syota Matsubayashi, Tatsuya Suzuki, K. Miwa
Safety and acceptability are the main concerns in the design of driver assistance systems. However, these two requirements sometimes conflict with each other depending on the situation and the driver. This conflict is particularly emphasized in the case of elderly drivers. To solve this problem, this paper proposes a driver-vehicle cooperation scheme, an "instructor-like assisting control" consisting of model predictive constraint satisfaction and a multi-modal human-machine inter-face. The proposed assisting scheme is expected to improve the drivers’ inherent driving characteristics, which is recognized as a "coaching effect" in cognitive science. This effect was verified by long-term experiments over one month using a driving simulator.
安全性和可接受性是驾驶辅助系统设计中主要考虑的问题。然而,这两种需求有时会相互冲突,这取决于情况和驱动程序。这种冲突在老年司机的情况下尤为突出。为了解决这一问题,本文提出了一种由模型预测约束满足和多模态人机界面组成的“类教练辅助控制”的人车协同方案。所提出的辅助方案有望提高驾驶员的固有驾驶特性,这在认知科学中被称为“教练效应”。在驾驶模拟器上进行了一个多月的长期实验,验证了这种效果。
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引用次数: 1
Incident early warning based on sparse autoencoder and decision fusion for drilling process 基于稀疏自编码器和决策融合的钻井过程事件预警
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589058
Zheng Zhang, X. Lai, Min Wu, Sheng Du
Complicated geological environments lead to a high risk of drilling incidents. Incident early warning for drilling process is in demand for industry field. An incident early warning method for loss and kick based on sparse autoencoder and decision fusion is proposed in this paper. Sparse autoencoder is employed to detect the abnormality of the drilling parameter time series. Mann-Kendall trend test approach is performed to extract the trend of the time series that is detected as abnormal. The abnormality detection and trend extraction results of each drilling parameter are fused to get the final incident early warning result. Experiments are executed with the actual data collected from a practical drilling process. The experiment results indicate the effectiveness of the proposed method.
复杂的地质环境导致钻井事故的高风险。钻井过程事故预警是工业领域的需求。提出了一种基于稀疏自编码器和决策融合的损失和踢动事件预警方法。采用稀疏自编码器检测钻孔参数时间序列异常。采用Mann-Kendall趋势检验方法提取检测到异常的时间序列的趋势。将各钻井参数的异常检测结果与趋势提取结果进行融合,得到最终的事故预警结果。实验是用从实际钻井过程中收集的实际数据进行的。实验结果表明了该方法的有效性。
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引用次数: 0
Multi-Quadcopter Formation Control Using Sampled-Data Event-Triggered Communication With Gain Optimization 基于采样数据事件触发通信与增益优化的多四轴飞行器编队控制
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589244
Zipeng Huang, Yaodong Pan, R. Bauer
This paper addresses the distributed event-triggered leader-follower formation tracking control problem for multi- agent systems (MASs) with general linear agent dynamics in a sampled-data environment. A new distributed state-estimate- based event-triggering communication mechanism is proposed to manage the inter-agent communication at each sampling instant. Then, a formation control protocol is designed based on the combined measurement of all locally-available triggered sampled information for each follower agent. The event-generator and formation controller gains are co-designed from the sufficient linear matrix inequality (LMI) conditions that ensure the uniform ultimate boundedness for the closed-loop formation error dynamics. In addition, the free parameters in the derived conditions are optimized to produce event-generator and controller gains to maximize system performance. Lastly, the developed protocols were validated using simulations of a group of linearized miniature quadcopters.
本文研究了采样数据环境下具有一般线性智能体动力学的多智能体系统的分布式事件触发的leader-follower队列跟踪控制问题。提出了一种基于分布式状态估计的事件触发通信机制,用于管理每个采样时刻的智能体间通信。然后,基于对每个跟随体的所有本地可用触发采样信息的组合测量,设计了群体控制协议。根据充分的线性矩阵不等式(LMI)条件,共同设计了事件发生器和地层控制器增益,保证了闭环地层误差动力学的一致最终有界性。此外,在导出的条件下,自由参数被优化,以产生事件生成器和控制器增益,以最大限度地提高系统性能。最后,利用一组线性化微型四轴飞行器的仿真验证了所开发的协议。
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引用次数: 1
An Inductive Power Transfer Converter with Irradiance-Adaptive Hybrid MPPT Control Strategy for Floating-PV System 基于辐照度-自适应混合MPPT控制策略的浮式光伏系统感应功率传输变换器
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589492
Chio-Kuan Choi, Io-Wa Iam, Iok-U. Hoi, C. Lam
The market share of renewable energy grows rapidly with the rising issues like global warming and environment pollution. As a kind of flexible and mature way to collect solar energy, photovoltaic (PV) panels have been widely installed on lands. To save precious land resources, PV panels can be installed on water to form floating-PV farm. In this paper, an inductive power transfer (IPT) converter for wireless power transmission is proposed for the floating-PV system, which can avoid of possible electrical hazard and reduce the exposure of the components, thus enhance the performance of anti-humidity and anti-salinity of the floating-PV system. However, the varying irradiance conditions caused by changeable weather of lake or seashore scenario gives challenge to the trackable range of MPPT control strategy for the IPT converter. To address this problem, an irradiance-adaptive hybrid maximum power point tracking (MPPT) control strategy for the floating-PV system is also proposed, which can achieve the maximum power point (MPP) of the PV panels even under a wide range of irradiance conditions. In addition, the IPT converter with the proposed MPPT control strategy does not require a DC-DC converter to achieve the MPPT in a wide irradiance range, thus saving the system cost. Finally, the IPT converter with irradiance-adaptive hybrid MPPT control strategy is theoretically analyzed, and its feasibility is verified on an experiment platform.1
随着全球变暖和环境污染等问题的日益突出,可再生能源的市场份额迅速增长。光伏板作为一种灵活、成熟的太阳能收集方式,已经广泛地安装在陆地上。为了节约宝贵的土地资源,可以在水上安装光伏板,形成浮动光伏电站。本文提出了一种用于浮式光伏系统无线输电的感应式功率传输(IPT)转换器,可以避免可能发生的电气危险,减少组件的暴露,从而提高浮式光伏系统的抗湿、抗盐性能。然而,湖泊或海滨多变的天气导致的辐照度条件的变化给IPT变换器的MPPT控制策略的可跟踪范围带来了挑战。针对这一问题,提出了一种适用于浮动式光伏系统的辐照度-自适应混合最大功率点跟踪(MPPT)控制策略,使浮动式光伏系统在较宽的辐照度条件下也能达到最大功率点。此外,采用本文提出的MPPT控制策略的IPT变换器不需要DC-DC变换器来实现大辐照度范围内的MPPT,从而节省了系统成本。最后,对辐照度-自适应混合MPPT控制策略的IPT变换器进行了理论分析,并在实验平台上验证了其可行性
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引用次数: 2
FDOB-Based Robust Impedance Control of Force Sensor Implemented Force Servo System 基于fdob的力传感器鲁棒阻抗控制实现力伺服系统
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589162
Kangwagye Samuel, Sehoon Oh
Instability which occurs when the robot’s end effector contacts a very stiff environment is a challenge in designing control systems for safe physical interaction and cooperation of robots with environment. One of the reasons for the instability is force disturbances caused by the mechanical factors of the robot system. To this effect, this paper presents the design, analysis, and implementation of a robust impedance controller for a force servo system. To suppress the force disturbances, a force disturbance observer (FDOB) is implemented in the impedance-controlled system. For comparison purposes, impedance control system when the FDOB is not implemented is also designed and analyzed. Further, using the passivity approach, coupled stability conditions of the designed impedance control systems are derived and analyzed to assess the effect of FDOB on passivity and overall control performance. Simulations and experiments are conducted to evaluate performance of the designed impedance control systems and it is found that the FDOB-based control system shows superior performance by improving contact stability compared to direct force sensor feedback control system.
当机器人末端执行器接触非常坚硬的环境时发生的不稳定性是设计机器人与环境安全物理交互和合作控制系统的挑战。机器人系统不稳定的原因之一是由机械因素引起的力扰动。为此,本文提出了一种用于力伺服系统的鲁棒阻抗控制器的设计、分析和实现。为了抑制力扰动,在阻抗控制系统中引入了力扰动观测器(FDOB)。为了比较,还设计和分析了不实现FDOB时的阻抗控制系统。利用无源性方法,推导并分析了所设计阻抗控制系统的耦合稳定性条件,以评估FDOB对无源性和整体控制性能的影响。通过仿真和实验对所设计的阻抗控制系统的性能进行了评价,结果表明,与直接力传感器反馈控制系统相比,基于fdob的阻抗控制系统通过提高接触稳定性而具有更好的性能。
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引用次数: 1
DC microgrid voltage stability by Model Free Super-Twisting Sliding Mode Control 无模型超扭滑模控制的直流微电网电压稳定性研究
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589317
Sarah Kassir, M. Doumiati, M. Machmoum, M. E. Rafei, C. Francis
In this paper, we present a robust nonlinear de-centralized control scheme for an islanded DC microgrid (MG) where the main control goals are to achieve a sustained stability for the DC bus voltage at a certain desired value, to maintain the power balance in the system and to insure robustness against disturbances and perturbations. The proposed control strategy uses the Model Free Super-Twisting Sliding Mode (MFSMC) as it needs no accurate representation of the environment in order to be effective which makes it a suitable choice for system with nonlinear model prone to parameters variation. The studied microgrid is composed of a solar photo-voltaic (PV) unit and a hybrid energy storage system including a battery and a supercapacitor (SC) along with DC loads. To attain the intended objectives, a hierarchical cascaded control strategy is designed with two levels: a high-level control that stabilizes the DC bus voltage at a reference value by generating a current reference to be tracked, and a low-level control composed of an energy management system EMS based on a passive filtration to distribute the reference current between the storage system units according to their dynamic specifications. Simulations on MATLAB/Simulink are carried out to evaluate the effectiveness and robustness of the proposed control scheme under various operating conditions created by random variations of power generation and consumption. Noise sensitivity test is also carried out for this controller and for a model-based one that is the Feedback linearization control technique (FL).
在本文中,我们提出了一个孤岛直流微电网(MG)的鲁棒非线性分散控制方案,其主要控制目标是实现直流母线电压在某一期望值的持续稳定,以保持系统中的功率平衡,并确保对干扰和摄动的鲁棒性。所提出的控制策略采用无模型超扭转滑模(MFSMC),因为它不需要精确的环境表征就能有效地控制系统,因此对于容易发生参数变化的非线性模型系统是一种合适的选择。所研究的微电网由太阳能光伏(PV)单元和包括电池和超级电容器(SC)在内的混合储能系统以及直流负载组成。为了达到预期目标,设计了两级的分级级联控制策略:高级控制通过产生待跟踪的参考电流将直流母线电压稳定在参考值上;低级控制由基于无源滤波的能量管理系统EMS组成,根据存储系统单元的动态规格分配参考电流。在MATLAB/Simulink上进行了仿真,以评估所提出的控制方案在发电量和用电量随机变化的各种运行条件下的有效性和鲁棒性。对该控制器和基于模型的反馈线性化控制技术(FL)进行了噪声灵敏度测试。
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引用次数: 3
Application of Resonant Controllers for Current Harmonic Suppression and Rejection in Grid-Tied Modular Multilevel Converters 谐振控制器在并网模块多电平变换器中抑制和抑制电流谐波的应用
Pub Date : 2021-10-13 DOI: 10.1109/IECON48115.2021.9589796
Amandus Bach, R. Muñoz-Aguilar, I. Colak
In this paper, a common current control structure in the stationary reference frame, comprising a proportional resonant (PR-)controller and additional resonant control units for harmonic suppression, is applied to a modular multilevel converter (MMC). Discretization of the controllers as well as different control targets in the context of distorted grid quantities are addressed. Current harmonic rejection is achieved applying a resonant band-pass unit to generate the according references for the current control. Simulations are performed to evaluate the designed control.
本文将固定参考系中常见的电流控制结构应用于模块化多电平变换器(MMC),该结构由比例谐振(PR-)控制器和附加谐振抑制单元组成。讨论了控制器的离散化问题以及网格量畸变情况下不同控制目标的离散化问题。采用谐振带通单元来产生用于电流控制的相应参考,从而实现电流谐波抑制。通过仿真对所设计的控制进行了评价。
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引用次数: 0
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IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society
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