首页 > 最新文献

Actuators最新文献

英文 中文
A Novel Cooling Design for An Agonistic–Antagonistic SMA Tendon-Driven Actuator 一种对抗型SMA肌腱驱动驱动器的新型冷却设计
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-07 DOI: 10.3390/act12110415
Renke Liu, Shuyao Zhang, Yusuke Baba, Hideyuki Sawada
Shape memory alloys (SMAs) exhibit a unique property that undergoes deformation in response to temperature variation. This characteristic can be utilized via the application of a filiform SMA wire to tendon-driven robotic actuators for biomimetic joint movements. However, due to the inefficiencies in heat dissipation, conventional SMA tendon-driven actuators are characterized by their lower relaxation speeds than other actuators. This paper proposes a novel cooling design for an SMA tendon-driven actuator using thin-fin heat sinks based on a multi-layer wrapped SMA tendon design. In addition, the electric circuit and the controller are refined. Prototype devices are constructed to validate the performance of SMA-based actuators under PID control. The results indicate that the proposed design exceeds previous models in terms of relaxation performance by up to 5.8 times while also being able to stabilize at a target angle within 0.5 s under control.
形状记忆合金(sma)表现出一种独特的特性,即在温度变化时发生变形。这一特性可以通过将丝状SMA钢丝应用于肌腱驱动的机器人执行器来实现仿生关节运动。然而,由于散热效率低下,传统的SMA肌腱驱动致动器的弛豫速度低于其他致动器。基于多层包裹式SMA肌腱设计,提出了一种基于薄翅片散热器的SMA肌腱驱动驱动器的冷却设计。此外,还对电路和控制器进行了改进。构造了原型装置来验证基于sma的作动器在PID控制下的性能。结果表明,所提出的设计在松弛性能方面超过了以前的模型高达5.8倍,同时也能够在控制下在0.5 s内稳定在目标角度。
{"title":"A Novel Cooling Design for An Agonistic–Antagonistic SMA Tendon-Driven Actuator","authors":"Renke Liu, Shuyao Zhang, Yusuke Baba, Hideyuki Sawada","doi":"10.3390/act12110415","DOIUrl":"https://doi.org/10.3390/act12110415","url":null,"abstract":"Shape memory alloys (SMAs) exhibit a unique property that undergoes deformation in response to temperature variation. This characteristic can be utilized via the application of a filiform SMA wire to tendon-driven robotic actuators for biomimetic joint movements. However, due to the inefficiencies in heat dissipation, conventional SMA tendon-driven actuators are characterized by their lower relaxation speeds than other actuators. This paper proposes a novel cooling design for an SMA tendon-driven actuator using thin-fin heat sinks based on a multi-layer wrapped SMA tendon design. In addition, the electric circuit and the controller are refined. Prototype devices are constructed to validate the performance of SMA-based actuators under PID control. The results indicate that the proposed design exceeds previous models in terms of relaxation performance by up to 5.8 times while also being able to stabilize at a target angle within 0.5 s under control.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135474635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Additively Manufactured Porous Filling Pneumatic Network Actuator 增材制造多孔填充气动网络执行器
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-07 DOI: 10.3390/act12110414
Giuliano A. Giacoppo, Julia Hötzel, Peter P. Pott
This research project investigated the additive manufacturing of pneumatic actuators based on the principle of droplet dosing using an Arburg Freeformer 300-3X 3D printer. The developed structure consists of a porous inner filling and a dense, airtight chamber. By selectively varying the filling densities of the porous inner filling, different membrane deflections of the actuator were achieved. By linking the actuators, a pneumatic network actuator was developed that could be used in endorobotics. To describe the membrane deflection of an additively manufactured pneumatic actuator, a mathematical model was developed that takes into account the influence of additive manufacturing and porous filling. Using a dedicated test rig, the predicted behavior of the pneumatic actuators was shown to be qualitatively consistent. In addition, a pneumatic network actuator (PneuNet) with a diameter of 17 mm and a height of 76 mm, consisting of nine chambers with different filling densities, could be bent through 82° under a pressure of 8 bar. Our study shows that the variation of filling densities during production leads to different membrane deflections. The mathematical model developed provides satisfactory predictions, although the influence of additive manufacturing needs to be determined experimentally. Post-processing is still a necessary step to realize the full bending potential of these actuators, although challenges regarding air-tightness remain. Future research approaches include studying the deflection behavior of the chambers in multiple directions, investigating alternative materials, and optimizing the printing process to improve mechanical properties and reliability.
本研究项目利用Arburg Freeformer 300-3X 3D打印机研究了基于液滴加药原理的气动执行器的增材制造。所开发的结构包括多孔的内填料和致密的密闭腔室。通过选择性地改变多孔内填料的填充密度,实现了不同的致动器膜挠度。通过连接各致动器,开发了一种可用于内源性机器人的气动网络致动器。为了描述增材制造气动执行器的膜挠度,建立了考虑增材制造和多孔填充影响的数学模型。通过专门的测试平台,气动执行器的预测行为在定性上是一致的。此外,直径为17 mm,高度为76 mm的气动网络执行器(PneuNet)由9个不同填充密度的腔室组成,在8 bar的压力下可弯曲82°。我们的研究表明,在生产过程中填充密度的变化导致了不同的膜挠度。建立的数学模型提供了令人满意的预测,尽管增材制造的影响需要实验确定。后处理仍然是实现这些执行器充分弯曲潜力的必要步骤,尽管气密性方面的挑战仍然存在。未来的研究方法包括研究腔室在多个方向上的挠曲行为,研究替代材料,优化打印工艺以提高机械性能和可靠性。
{"title":"Additively Manufactured Porous Filling Pneumatic Network Actuator","authors":"Giuliano A. Giacoppo, Julia Hötzel, Peter P. Pott","doi":"10.3390/act12110414","DOIUrl":"https://doi.org/10.3390/act12110414","url":null,"abstract":"This research project investigated the additive manufacturing of pneumatic actuators based on the principle of droplet dosing using an Arburg Freeformer 300-3X 3D printer. The developed structure consists of a porous inner filling and a dense, airtight chamber. By selectively varying the filling densities of the porous inner filling, different membrane deflections of the actuator were achieved. By linking the actuators, a pneumatic network actuator was developed that could be used in endorobotics. To describe the membrane deflection of an additively manufactured pneumatic actuator, a mathematical model was developed that takes into account the influence of additive manufacturing and porous filling. Using a dedicated test rig, the predicted behavior of the pneumatic actuators was shown to be qualitatively consistent. In addition, a pneumatic network actuator (PneuNet) with a diameter of 17 mm and a height of 76 mm, consisting of nine chambers with different filling densities, could be bent through 82° under a pressure of 8 bar. Our study shows that the variation of filling densities during production leads to different membrane deflections. The mathematical model developed provides satisfactory predictions, although the influence of additive manufacturing needs to be determined experimentally. Post-processing is still a necessary step to realize the full bending potential of these actuators, although challenges regarding air-tightness remain. Future research approaches include studying the deflection behavior of the chambers in multiple directions, investigating alternative materials, and optimizing the printing process to improve mechanical properties and reliability.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"124 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135540330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fault Feature Extraction Method of Ball Screw Based on Singular Value Decomposition, CEEMDAN and 1.5DTES 基于奇异值分解、CEEMDAN和1.5DTES的滚珠丝杠故障特征提取方法
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-07 DOI: 10.3390/act12110416
Qin Wu, Jun Niu, Xinglian Wang
In this article, a method is proposed to effectively extract weak fault features and accurately diagnose faults in ball screws, even in the presence of strong background noise. This method combines singular value decomposition (SVD), complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN), and the 1.5-dimensional spectrum (1.5D) to process and analyze fault vibration signals. The first step involves decomposing the fault signal using the SVD algorithm. The singular values are then screened, and the part of the screen containing more noise information is extracted to complete the first denoising step. The second step involves decomposing the signal after the initial denoising process using CEEMDAN and removing some of the false components from the intrinsic mode function (IMF) components, based on the kurtosis correlation function index. The signal is then reconstructed to complete the second denoising step. Finally, the denoised signal is analyzed using Teager energy operator demodulation and 1.5D spectral analysis to extract the fault frequency and determine the location of the fault in the ball screw. This method has been compared with other denoising methods, such as wavelet packet decomposition combined with CEEMDAN or SVD combined with variational mode decomposition (VMD), and the results show that under the condition of strong background noise, the proposed method can better extract the fault frequency of ball screw.
本文提出了一种在强背景噪声下有效提取滚珠丝杠微弱故障特征并准确诊断故障的方法。该方法结合奇异值分解(SVD)、带自适应噪声的全系综经验模态分解(CEEMDAN)和1.5维谱(1.5D)对故障振动信号进行处理和分析。第一步是使用奇异值分解算法对故障信号进行分解。然后对奇异值进行筛选,提取含有较多噪声信息的部分,完成第一步去噪。第二步是在初始去噪处理后使用CEEMDAN对信号进行分解,并根据峰度相关函数指数从本征模态函数(IMF)分量中去除一些假分量。然后重构信号以完成第二步去噪。最后,利用Teager能量算子解调和1.5D频谱分析对降噪后的信号进行分析,提取故障频率,确定滚珠丝杠故障位置。将该方法与小波包分解与CEEMDAN相结合或SVD与变分模态分解(VMD)相结合的去噪方法进行了比较,结果表明,在强背景噪声条件下,该方法能更好地提取滚珠丝杆的故障频率。
{"title":"Fault Feature Extraction Method of Ball Screw Based on Singular Value Decomposition, CEEMDAN and 1.5DTES","authors":"Qin Wu, Jun Niu, Xinglian Wang","doi":"10.3390/act12110416","DOIUrl":"https://doi.org/10.3390/act12110416","url":null,"abstract":"In this article, a method is proposed to effectively extract weak fault features and accurately diagnose faults in ball screws, even in the presence of strong background noise. This method combines singular value decomposition (SVD), complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN), and the 1.5-dimensional spectrum (1.5D) to process and analyze fault vibration signals. The first step involves decomposing the fault signal using the SVD algorithm. The singular values are then screened, and the part of the screen containing more noise information is extracted to complete the first denoising step. The second step involves decomposing the signal after the initial denoising process using CEEMDAN and removing some of the false components from the intrinsic mode function (IMF) components, based on the kurtosis correlation function index. The signal is then reconstructed to complete the second denoising step. Finally, the denoised signal is analyzed using Teager energy operator demodulation and 1.5D spectral analysis to extract the fault frequency and determine the location of the fault in the ball screw. This method has been compared with other denoising methods, such as wavelet packet decomposition combined with CEEMDAN or SVD combined with variational mode decomposition (VMD), and the results show that under the condition of strong background noise, the proposed method can better extract the fault frequency of ball screw.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"156 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135480607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Load Emulation with Independent Metering for a Pump Test Bench 基于独立计量的泵试验台负载仿真
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-05 DOI: 10.3390/act12110413
Max Pfizenmaier, Thomas Pippes, Artur Bohr, Jens Falkenstein
For the investigation of new types of internal gear pumps under realistic conditions, a test bench is presented that enables dynamic load emulation via the pressure with simultaneous dynamic speed control of the pump. For pressure control, a hydraulic half-bridge with separate control edges is used on both sides of the pump and a pressure control is presented. An error-based adaptive controller is used for pressure control and tested experimentally. It is shown that the error-based adaptive controller has a better performance compared to a simple PID control.
为研究新型内齿轮泵在实际工况下的动态载荷特性,提出了一种通过泵的压力同时进行动态转速控制的动态载荷仿真试验台。在压力控制方面,在泵的两侧采用分离控制边的液压半桥,并提出了压力控制方案。采用基于误差的自适应控制器进行压力控制,并进行了实验验证。结果表明,与简单的PID控制相比,基于误差的自适应控制器具有更好的性能。
{"title":"Load Emulation with Independent Metering for a Pump Test Bench","authors":"Max Pfizenmaier, Thomas Pippes, Artur Bohr, Jens Falkenstein","doi":"10.3390/act12110413","DOIUrl":"https://doi.org/10.3390/act12110413","url":null,"abstract":"For the investigation of new types of internal gear pumps under realistic conditions, a test bench is presented that enables dynamic load emulation via the pressure with simultaneous dynamic speed control of the pump. For pressure control, a hydraulic half-bridge with separate control edges is used on both sides of the pump and a pressure control is presented. An error-based adaptive controller is used for pressure control and tested experimentally. It is shown that the error-based adaptive controller has a better performance compared to a simple PID control.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135724605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Review of EMI Research of High Power Density Motor Drive Systems for Electric Actuator 电动执行器高功率密度电机驱动系统电磁干扰研究综述
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-04 DOI: 10.3390/act12110411
Zhenyu Wang, Dong Jiang, Zicheng Liu, Xuan Zhao, Guang Yang, Hongyang Liu
With the global attention given to energy issues, the electrification of aviation and the development of more electric aircraft (MEA) have become important trends in the modern aviation industry. The electric actuator plays multiple roles in aircraft such as flight control, making it a crucial technology for MEA. Given the limited space available inside an aircraft, the power density of electric actuators has become a critical design factor. However, the pursuit of high power density results in the need for larger rated power and higher switching frequency, which can lead to severe electromagnetic interference (EMI) issues. This, in turn, poses significant challenges to the overall reliability of the electric actuator. This paper provides a comprehensive review of EMI in high power density motor drive systems for electric actuator systems. Firstly, the state of the art of electric actuator systems are surveyed, pointing out the contradictory relationship between high power density and EMI. Subsequently, various EMI modeling approaches of motor control systems are reviewed. Additionally, the main EMI suppression methods are summarized. Active EMI mitigation methods are emphasized in this paper due to their advantages of higher power density compared with passive EMI filters. Finally, the paper concludes by summarizing the EMI research in motor drive systems and offering the prospects of electric actuators.
随着全球对能源问题的关注,航空电气化和更多电动飞机的发展已成为现代航空工业的重要趋势。电动执行器在飞机的飞行控制中起着多种作用,是MEA的关键技术之一。由于飞机内部可用空间有限,电动执行器的功率密度已成为一个关键的设计因素。然而,追求高功率密度导致需要更大的额定功率和更高的开关频率,这可能导致严重的电磁干扰(EMI)问题。这反过来又对电动执行器的整体可靠性提出了重大挑战。本文对电动执行器系统中高功率密度电机驱动系统中的电磁干扰进行了综述。首先,综述了电动执行器系统的发展现状,指出了高功率密度与电磁干扰之间的矛盾关系。随后,对电机控制系统的各种电磁干扰建模方法进行了综述。此外,还总结了主要的电磁干扰抑制方法。与无源EMI滤波器相比,有源EMI抑制方法具有更高的功率密度,因此本文重点介绍了有源EMI抑制方法。最后,对电机驱动系统的电磁干扰研究进行了总结,并对电动执行器的发展前景进行了展望。
{"title":"A Review of EMI Research of High Power Density Motor Drive Systems for Electric Actuator","authors":"Zhenyu Wang, Dong Jiang, Zicheng Liu, Xuan Zhao, Guang Yang, Hongyang Liu","doi":"10.3390/act12110411","DOIUrl":"https://doi.org/10.3390/act12110411","url":null,"abstract":"With the global attention given to energy issues, the electrification of aviation and the development of more electric aircraft (MEA) have become important trends in the modern aviation industry. The electric actuator plays multiple roles in aircraft such as flight control, making it a crucial technology for MEA. Given the limited space available inside an aircraft, the power density of electric actuators has become a critical design factor. However, the pursuit of high power density results in the need for larger rated power and higher switching frequency, which can lead to severe electromagnetic interference (EMI) issues. This, in turn, poses significant challenges to the overall reliability of the electric actuator. This paper provides a comprehensive review of EMI in high power density motor drive systems for electric actuator systems. Firstly, the state of the art of electric actuator systems are surveyed, pointing out the contradictory relationship between high power density and EMI. Subsequently, various EMI modeling approaches of motor control systems are reviewed. Additionally, the main EMI suppression methods are summarized. Active EMI mitigation methods are emphasized in this paper due to their advantages of higher power density compared with passive EMI filters. Finally, the paper concludes by summarizing the EMI research in motor drive systems and offering the prospects of electric actuators.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"39 22","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135773642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soft End Effector Using Spring Roll Dielectric Elastomer Actuators 采用弹簧卷介质弹性体作动器的软端执行器
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-04 DOI: 10.3390/act12110412
Hamish Lewis, Min Pan
Dielectric elastomer actuators (DEAs) offer robust, high-energy-density solutions for soft robotics. The proposed end effector consists of three spring roll configuration DEAs, each acting as a robotic finger, using a 3M VHB-F9473PC adhesive membrane. Spring roll DEAs can be designed to achieve highly specialised actuations depending on the electrode patterning and structural supports. This allows a spring roll DEA-based soft end effector to be tailor-made by simply altering the electrode patterning. The lateral force, bending angle and response time of the actuator are measured experimentally and compared with the predictions of an analytical model. The cylindrical actuator measures 70 mm in length and 15 mm in diameter and achieves a lateral force of 30 mN, a bending angle of 6.8° and a response time of ≈1 s. Spring roll configuration DEAs are shown to reduce the effects of viscoelasticity seen in the membrane, making the actuator more controllable at higher voltages. The dielectric constant of the membrane is shown to be a limiting factor of actuation, with a decrease in dielectric constant resulting in larger actuation. The end effector successfully grips numerous light objects for extended periods, showing the applicability of spring roll DEAs for soft end effectors.
介电弹性体致动器(dea)为软机器人提供了强大的高能量密度解决方案。所提出的末端执行器由三个弹簧卷配置dea组成,每个dea都充当机器人手指,使用3M VHB-F9473PC粘合膜。春卷dea可以设计为实现高度专业化的驱动取决于电极图案和结构支持。这使得基于dea的春卷软端执行器可以通过简单地改变电极图案来定制。实验测量了驱动器的侧向力、弯曲角和响应时间,并与解析模型的预测结果进行了比较。圆柱形执行器的长度为70 mm,直径为15 mm,横向力为30 mN,弯曲角度为6.8°,响应时间为≈1s。弹簧卷筒结构的dea被证明可以减少在膜中看到的粘弹性的影响,使致动器在更高的电压下更容易控制。膜的介电常数是驱动的一个限制因素,介电常数的减小导致更大的驱动。末端执行器成功地抓住了许多轻物体的延长时间,显示了软性末端执行器的春卷dea的适用性。
{"title":"Soft End Effector Using Spring Roll Dielectric Elastomer Actuators","authors":"Hamish Lewis, Min Pan","doi":"10.3390/act12110412","DOIUrl":"https://doi.org/10.3390/act12110412","url":null,"abstract":"Dielectric elastomer actuators (DEAs) offer robust, high-energy-density solutions for soft robotics. The proposed end effector consists of three spring roll configuration DEAs, each acting as a robotic finger, using a 3M VHB-F9473PC adhesive membrane. Spring roll DEAs can be designed to achieve highly specialised actuations depending on the electrode patterning and structural supports. This allows a spring roll DEA-based soft end effector to be tailor-made by simply altering the electrode patterning. The lateral force, bending angle and response time of the actuator are measured experimentally and compared with the predictions of an analytical model. The cylindrical actuator measures 70 mm in length and 15 mm in diameter and achieves a lateral force of 30 mN, a bending angle of 6.8° and a response time of ≈1 s. Spring roll configuration DEAs are shown to reduce the effects of viscoelasticity seen in the membrane, making the actuator more controllable at higher voltages. The dielectric constant of the membrane is shown to be a limiting factor of actuation, with a decrease in dielectric constant resulting in larger actuation. The end effector successfully grips numerous light objects for extended periods, showing the applicability of spring roll DEAs for soft end effectors.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"39 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135773484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adaptive Fuzzy Power Management Strategy for Extended-Range Electric Logistics Vehicles Based on Driving Pattern Recognition 基于行驶模式识别的增程电动物流车自适应模糊动力管理策略
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-03 DOI: 10.3390/act12110410
Changyin Wei, Xiaodong Wang, Yunxing Chen, Huawei Wu, Yong Chen
The primary objective of an energy management strategy is to achieve optimal fuel economy through proper energy distribution. The adoption of a fuzzy energy management strategy is hindered due to different reasons, such as uncertainties surrounding its adaptability and sustainability compared to conventional energy control methods. To address this issue, a fuzzy energy management strategy based on long short-term memory neural network driving pattern recognition is proposed. The time-frequency characteristics of vehicle speed are obtained using the Hilbert–Huang transform method. The multi-dimensional features are composed of the time-frequency features of vehicle speed and the time-domain signals of the accelerator pedal and brake pedal. A novel driving pattern recognition approach is designed using a long short-term memory neural network. A dual-input and single-output fuzzy controller is proposed, which takes the required power of the vehicle and the state of charge of the battery as the input, and the comprehensive power of the range extender as the output. The parameters of the fuzzy controller are selected according to the category of driving pattern. The results show that the fuel consumption of the method proposed in this paper is 5.8% lower than that of the traditional fuzzy strategy, and 4.2% lower than the fuzzy strategy of the two-dimensional feature recognition model. In general, the proposed EMS can effectively improve the fuel consumption of extended-range electric vehicles.
能源管理策略的主要目标是通过合理的能源分配达到最佳的燃料经济性。由于各种原因,模糊能源管理策略的采用受到阻碍,例如与传统的能源控制方法相比,模糊能源管理策略的适应性和可持续性存在不确定性。针对这一问题,提出了一种基于长短期记忆神经网络驱动模式识别的模糊能量管理策略。利用Hilbert-Huang变换方法得到了车速的时频特性。多维特征由车速的时频特征和加速踏板和制动踏板的时域信号组成。利用长短期记忆神经网络设计了一种新的驾驶模式识别方法。提出了一种双输入单输出模糊控制器,以车辆所需功率和蓄电池的充电状态为输入,增程器的综合功率为输出。根据驱动模式的类别选择模糊控制器的参数。结果表明,本文提出的方法的油耗比传统模糊策略低5.8%,比二维特征识别模型的模糊策略低4.2%。总体而言,所提出的EMS可以有效地改善增程式电动汽车的燃油消耗。
{"title":"Adaptive Fuzzy Power Management Strategy for Extended-Range Electric Logistics Vehicles Based on Driving Pattern Recognition","authors":"Changyin Wei, Xiaodong Wang, Yunxing Chen, Huawei Wu, Yong Chen","doi":"10.3390/act12110410","DOIUrl":"https://doi.org/10.3390/act12110410","url":null,"abstract":"The primary objective of an energy management strategy is to achieve optimal fuel economy through proper energy distribution. The adoption of a fuzzy energy management strategy is hindered due to different reasons, such as uncertainties surrounding its adaptability and sustainability compared to conventional energy control methods. To address this issue, a fuzzy energy management strategy based on long short-term memory neural network driving pattern recognition is proposed. The time-frequency characteristics of vehicle speed are obtained using the Hilbert–Huang transform method. The multi-dimensional features are composed of the time-frequency features of vehicle speed and the time-domain signals of the accelerator pedal and brake pedal. A novel driving pattern recognition approach is designed using a long short-term memory neural network. A dual-input and single-output fuzzy controller is proposed, which takes the required power of the vehicle and the state of charge of the battery as the input, and the comprehensive power of the range extender as the output. The parameters of the fuzzy controller are selected according to the category of driving pattern. The results show that the fuel consumption of the method proposed in this paper is 5.8% lower than that of the traditional fuzzy strategy, and 4.2% lower than the fuzzy strategy of the two-dimensional feature recognition model. In general, the proposed EMS can effectively improve the fuel consumption of extended-range electric vehicles.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"2 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135819381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characterization of a 3D Printed Endovascular Magnetic Catheter 3D打印血管内磁导管的特性研究
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-01 DOI: 10.3390/act12110409
Mohammad Hasan Dad Ansari, Xuan Thao Ha, Mouloud Ourak, Gianni Borghesan, Veronica Iacovacci, Emmanuel Vander Poorten, Arianna Menciassi
Minimally invasive endovascular procedures rely heavily on catheter devices. However, traditional catheters lack active steering requiring considerable skill on the surgeon’s part to accurately position the tip. While catheter tips could be made steerable using tendon-driven and Pneumatic Artificial Muscle (PAM) approaches, remote magnetic actuation is uniquely suited for this task due to its safety, controllability, and intrinsic miniaturization capabilities. Soft composite magnetic materials feature embedding distributed magnetic microparticles compared with attaching discrete permanent magnets proving beneficial in steerability and control. This work demonstrates the fabrication of a soft hollow magnetic tip that can be attached to a catheter to make the assembly steerable. The catheter tip is extensively characterized in terms of bending hysteresis, bending force, and dynamic response. The catheter showed average hysteresis between 5% and 10% and bending forces up to 0.8 N. It also showed a good dynamic response by changing its bending angle in <200 ms under a step response.
微创血管内手术严重依赖导管装置。然而,传统的导尿管缺乏主动导向,需要外科医生相当的技能来准确定位尖端。虽然导管尖端可以通过肌腱驱动和气动人工肌肉(PAM)方法实现可操纵,但由于其安全性、可控制性和固有的小型化能力,远程磁致动非常适合这项任务。软复合磁性材料具有嵌入分布磁微粒的特点,与附着离散永磁体相比,具有良好的可操作性和控制性。这项工作展示了一种软空心磁尖的制造,可以连接到导管上,使装配可操纵。导管尖端在弯曲迟滞、弯曲力和动态响应方面具有广泛的特征。导管的平均迟滞在5% ~ 10%之间,弯曲力可达0.8 n。在阶跃响应下,导管在200 ms内改变弯曲角度,具有良好的动态响应。
{"title":"Characterization of a 3D Printed Endovascular Magnetic Catheter","authors":"Mohammad Hasan Dad Ansari, Xuan Thao Ha, Mouloud Ourak, Gianni Borghesan, Veronica Iacovacci, Emmanuel Vander Poorten, Arianna Menciassi","doi":"10.3390/act12110409","DOIUrl":"https://doi.org/10.3390/act12110409","url":null,"abstract":"Minimally invasive endovascular procedures rely heavily on catheter devices. However, traditional catheters lack active steering requiring considerable skill on the surgeon’s part to accurately position the tip. While catheter tips could be made steerable using tendon-driven and Pneumatic Artificial Muscle (PAM) approaches, remote magnetic actuation is uniquely suited for this task due to its safety, controllability, and intrinsic miniaturization capabilities. Soft composite magnetic materials feature embedding distributed magnetic microparticles compared with attaching discrete permanent magnets proving beneficial in steerability and control. This work demonstrates the fabrication of a soft hollow magnetic tip that can be attached to a catheter to make the assembly steerable. The catheter tip is extensively characterized in terms of bending hysteresis, bending force, and dynamic response. The catheter showed average hysteresis between 5% and 10% and bending forces up to 0.8 N. It also showed a good dynamic response by changing its bending angle in <200 ms under a step response.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"53 3-4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135270963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Adaptive Controller Based on Interconnection and Damping Assignment Passivity-Based Control for Underactuated Mechanical Systems: Application to the Ball and Beam System 欠驱动机械系统的互联与阻尼赋值无源自适应控制:在球梁系统中的应用
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-10-31 DOI: 10.3390/act12110408
Xiaoping Liu, Huaizhi Shao, Cungen Liu, Ning Li, Xinpeng Guo, Fei Zheng, Lijun Sun
In this paper, an adaptive technology and the interconnection and damping assignment passivity-based control method are combined to solve the stabilization problem for underactuated mechanical systems with uncertainties (including matched and unmatched). These uncertainties include unknown friction coefficients and unknown terms in kinetic energy and potential energy. A novel adaptive interconnection and damping assignment passivity-based control scheme is proposed and an adaptive stabilization controller is designed to make the closed-loop system locally stable. Verification is conducted on the ball and beam system. The locally asymptotic stability is demonstrated using the LaSalle’s invariance principle and approximate linearization. The effectiveness of the proposed control law is verified through numerical simulations.
本文将自适应技术与基于互联和阻尼分配的无源控制方法相结合,解决了不确定(包括匹配和不匹配)欠驱动机械系统的镇定问题。这些不确定性包括未知的摩擦系数和未知的动能和势能项。提出了一种新的基于自适应互联和阻尼分配的无源控制方案,并设计了自适应镇定控制器使闭环系统局部稳定。对球梁系统进行了验证。利用LaSalle不变性原理和近似线性化证明了系统的局部渐近稳定性。通过数值仿真验证了所提控制律的有效性。
{"title":"An Adaptive Controller Based on Interconnection and Damping Assignment Passivity-Based Control for Underactuated Mechanical Systems: Application to the Ball and Beam System","authors":"Xiaoping Liu, Huaizhi Shao, Cungen Liu, Ning Li, Xinpeng Guo, Fei Zheng, Lijun Sun","doi":"10.3390/act12110408","DOIUrl":"https://doi.org/10.3390/act12110408","url":null,"abstract":"In this paper, an adaptive technology and the interconnection and damping assignment passivity-based control method are combined to solve the stabilization problem for underactuated mechanical systems with uncertainties (including matched and unmatched). These uncertainties include unknown friction coefficients and unknown terms in kinetic energy and potential energy. A novel adaptive interconnection and damping assignment passivity-based control scheme is proposed and an adaptive stabilization controller is designed to make the closed-loop system locally stable. Verification is conducted on the ball and beam system. The locally asymptotic stability is demonstrated using the LaSalle’s invariance principle and approximate linearization. The effectiveness of the proposed control law is verified through numerical simulations.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"109 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135809830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design and Experimental Assessment of a Vibration Control System Driven by Low Inertia Hydrostatic Magnetorheological Actuators for Heavy Equipment 重型设备低惯量静液磁流变作动器振动控制系统设计与实验评估
3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-10-29 DOI: 10.3390/act12110407
Gabrielle Mallette, Charles-Étienne Gauthier, Masoud Hemmatian, Jeff Denis, Jean-Sébastien Plante
Active suspension systems for automotive vehicles were developed in the past using hydrostatic, electric, magnetic and magnetorheological (MR) technologies to control road vibrations and vehicle dynamics and thus improve ride comfort and vehicle performance. However, no such systems were developed for heavy equipment, trucks and off-highway vehicles. For instance, agricultural tractors are still equipped with minimal suspension systems causing discomfort and health problems to drivers. The high suspension loads due to the massive weight of these vehicles are a challenge since high forces are needed to achieve efficient active suspension control. This paper presents an experimentally validated feasibility study of a hydrostatic, MR clutch-driven system of actuators. The scope of this paper is to evaluate the preliminary performance of the actuator for future vibration control. The hydraulic system allows the actuators to be remotely located from the wheels or cabin of the heavy vehicle and conveniently placed on the vehicle’s suspended frame. The design includes two MR clutches driven in an antagonistic configuration to push and pull on the end effector. Experiments on a laboratory prototype show that the low-inertia characteristics of the clutches allow a high blocked-output force bandwidth of 20 Hz with peak output forces exceeding 15 kN.
在过去,汽车主动悬架系统是利用静压、电、磁和磁流变(MR)技术来控制道路振动和车辆动力学,从而提高乘坐舒适性和车辆性能。但是,没有为重型设备、卡车和非公路车辆开发这样的系统。例如,农用拖拉机仍然配备了最小的悬挂系统,给司机带来了不适和健康问题。由于这些车辆的巨大重量导致的高悬架载荷是一个挑战,因为需要高力来实现有效的主动悬架控制。本文提出了一种经实验验证的静压磁流变离合器驱动作动器系统的可行性研究。本文的范围是评估执行器的初步性能,为未来的振动控制做准备。液压系统允许执行器远离重型车辆的车轮或驾驶室,并方便地放置在车辆的悬挂框架上。该设计包括两个MR离合器驱动在一个对抗配置推和拉的末端执行器。在实验室样机上进行的实验表明,离合器的低惯性特性允许20 Hz的高阻塞输出力带宽,峰值输出力超过15 kN。
{"title":"Design and Experimental Assessment of a Vibration Control System Driven by Low Inertia Hydrostatic Magnetorheological Actuators for Heavy Equipment","authors":"Gabrielle Mallette, Charles-Étienne Gauthier, Masoud Hemmatian, Jeff Denis, Jean-Sébastien Plante","doi":"10.3390/act12110407","DOIUrl":"https://doi.org/10.3390/act12110407","url":null,"abstract":"Active suspension systems for automotive vehicles were developed in the past using hydrostatic, electric, magnetic and magnetorheological (MR) technologies to control road vibrations and vehicle dynamics and thus improve ride comfort and vehicle performance. However, no such systems were developed for heavy equipment, trucks and off-highway vehicles. For instance, agricultural tractors are still equipped with minimal suspension systems causing discomfort and health problems to drivers. The high suspension loads due to the massive weight of these vehicles are a challenge since high forces are needed to achieve efficient active suspension control. This paper presents an experimentally validated feasibility study of a hydrostatic, MR clutch-driven system of actuators. The scope of this paper is to evaluate the preliminary performance of the actuator for future vibration control. The hydraulic system allows the actuators to be remotely located from the wheels or cabin of the heavy vehicle and conveniently placed on the vehicle’s suspended frame. The design includes two MR clutches driven in an antagonistic configuration to push and pull on the end effector. Experiments on a laboratory prototype show that the low-inertia characteristics of the clutches allow a high blocked-output force bandwidth of 20 Hz with peak output forces exceeding 15 kN.","PeriodicalId":48584,"journal":{"name":"Actuators","volume":"69 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136136027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Actuators
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1