25 results on '"Dai, Keren"'
Search Results
2. Periodic displacement accurate extraction of reservoir active slopes through InSAR observation and independent component analysis-based wavelet transform
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Wen, Ningling, Dai, Keren, Deng, Jin, Liu, Chen, Liang, Rubing, Yu, Bing, and Feng, Wenkai
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- 2024
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3. Lightweight recoverable mechanical metamaterials for efficient buffering of continuous multi extreme impacts
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Yang, Benqiang, Dai, Keren, Li, Changsheng, Yu, Da, Zhang, An, Cheng, Jing, and Zhang, He
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- 2024
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4. Utilizing a single-temporal full polarimetric Gaofen-3 SAR image to map coseismic landslide inventory following the 2017 Mw 7.0 Jiuzhaigou earthquake (China)
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Liang, Rubing, Dai, Keren, Xu, Qiang, Pirasteh, Saeid, Li, Zhenhong, Li, Tao, Wen, Ningling, Deng, Jin, and Fan, Xuanmei
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- 2024
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5. Dynamic landslides susceptibility evaluation in Baihetan Dam area during extensive impoundment by integrating geological model and InSAR observations
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Dai, Keren, Chen, Chen, Shi, Xianlin, Wu, Mingtang, Feng, Wenkai, Xu, Qiang, Liang, Rubing, Zhuo, Guanchen, and Li, Zhenhong
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- 2023
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6. Extracting the spatio-temporal evolution and geographical features of shrinking Gongga Mountain glacier group during 1989–2017
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Shi, Xianlin, Dai, Keren, Deng, Jin, Zhong, Dingjie, Liu, Guoxiang, Pirasteh, Saied, Zhang, Bo, Ali, Yunus P., He, Yan, and Liang, Rubing
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- 2021
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7. Land subsidence in Beijing and its relationship with geological faults revealed by Sentinel-1 InSAR observations
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Hu, Leyin, Dai, Keren, Xing, Chengqi, Li, Zhenhong, Tomás, Roberto, Clark, Beth, Shi, Xianlin, Chen, Mi, Zhang, Rui, Qiu, Qiang, and Lu, Yajun
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- 2019
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8. Fixed-time anti-saturation grouped cooperative guidance law with state estimations of multiple maneuvering targets.
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Ma, Xiang, Dai, Keren, Zou, Yao, Yu, Hang, Zhang, He, and Wang, Xiaofeng
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PROPORTIONAL navigation , *STATE laws , *LYAPUNOV functions - Abstract
The problem of a grouped multiple missiles cooperative attack on multiple high maneuvering targets with a limited driving force is achieved by an anti-saturation fixed-time grouped cooperative guidance (FxTCG) law based on a sliding mode fixed-time disturbance observer (SM-FxTDO) in this study. First, the state estimation of each high maneuvering target within a fixed time is achieved by designing a sliding mode fixed-time disturbance observer. Second, the group cooperative guidance law is designed by using fixed-time theory, which can ensure the group consensus of multiple missiles strike times within a fixed time under the condition of input saturation. Then, the fixed time stability of the multi-missiles system is proven by using the bi-limit homogeneous theory and the Lyapunov function. Finally, the simulation results show the superiority of the designed observer and cooperative guidance law. The proposed observer can more effectively and accurately estimate the state of the high maneuvering target than the ESO. The proposed cooperative guidance law expands the number of attack targets and makes each group of multiple missiles attack the corresponding high maneuvering target under the conditions of an input saturation within a fixed time compared to the single-target cooperative law. [ABSTRACT FROM AUTHOR]
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- 2023
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9. Distributed cooperative guidance law for multiple missiles with input delay and topology switching.
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Yu, Hang, Dai, Keren, Li, Haojie, Zou, Yao, Ma, Xiang, Ma, Shaojie, and Zhang, He
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TOPOLOGY , *UNDIRECTED graphs , *PROPORTIONAL navigation , *DIRECTED graphs , *COOPERATIVE societies - Abstract
This paper considers the simultaneous attack of a stationary target by multiple missiles. A novel fixed-time distributed guidance law based on the proportional navigation (PN) guidance law is designed by integrating a consistent control technique into the guidance strategy. This guarantees that the time-to-go of the missile becomes consistent. The guidance law adopts a discrete design, and a compensation item driven by normal acceleration is added to tangential acceleration. This eliminates the potential singularity problem when the heading angle is zero before the consistency is obtained, and thus the multiple missile system still converges in fixed time. In addition, the proposed guidance law can be applied to both undirected and directed graphs. Furthermore, two improved guidance laws are proposed to improve the robustness of the system against adverse effects caused by input delays and topology switching failures and to provide a theoretical proof. Finally, a simulation is used to verify the performance of the distributed guidance law and its robustness against the above failures. [ABSTRACT FROM AUTHOR]
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- 2021
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10. An adaptive and space-energy efficiency vibration absorber system using a self-sensing and tunable magnetorheological elastomer.
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Zhu, Zhisen, Wang, Ze, Dai, Keren, Wang, Xiaofeng, Zhang, He, and Zhang, Wenling
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Vibration monitoring and buffering is an important technical task in many industrial fields, such as bridges, machine tools and other specific applications. Recently, a magneto-rheological elastomer (MRE) has been utilized in an intelligent vibration absorber system with tunable stiffness, which can reversibly regulate its resonant frequency in real time to effectively prevent the resonance of the mechanical system. However, this MRE must be integrated with a vibrational sensor and equipped with an external magnetic field (e.g., electromagnetic coils or permanent magnets). Thus, the overall system is usually bulky and energy-intensive, which severely limits its broad application potential. In this work, we present an MRE-based tunable vibration absorber (MRE-TVA) with an elaborate 3-layered architecture integrated with a self-sensing triboelectric nanogenerator (TENG) sensor. The inner two-layer MRE structure exhibits variable stiffness, while the outer layer of the negative Poisson's ratio structure can confine the deformation of the inner MRE layers and form a contact-separation TENG sensor with the MRE, where the sensor can recognize external vibration information in a timely manner. In particular, the TENG sensor enables sensitive identification of the abnormal state of resonant excitation and other mechanical disturbances through dual logic judgment control based on vibration frequency and amplitude. For energy-space efficiency, a bistable permanent magnet controlled by a pulse current is integrated to generate a desirable magnetic field for modulation of the MRE stiffness. Compared with traditional electromagnetic coils, the energy and space utilization rates are increased by 94.25% and 75%, respectively. This combination of self-sensing and vibration damping systems achieves high energy-space efficiency, which will enable the intelligent health monitoring of bridges and other autonomous, smart, and long-term engineering tasks. [Display omitted] • An adaptive self-sensing vibration absorber system with 3-layered MRE architecture is proposed. • The MRE layer is confined by negative Poisson's ratio layer for real-time vibration monitoring. • The TENG sensor can sensitively identify and estimate vibration information. • A bistable permanent magnet controlled by pulse current is elaborately designed. [ABSTRACT FROM AUTHOR]
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- 2023
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11. Self-powered gait pattern-based identity recognition by a soft and stretchable triboelectric band.
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Han, Yingzhou, Yi, Fang, Jiang, Cheng, Dai, Keren, Xu, Yuchen, Wang, Xiaofeng, and You, Zheng
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Abstract Since each individual has distinct gait characteristics, monitoring human motion can enable identity recognition. Here, we report a self-powered band that can recognize human identity through gait pattern which is achieved by detecting muscle activity. The self-powered band is a soft and stretchable triboelectric nanogenerator (TENG) that is biocompatible and low-cost, which is looped around human body parts and generates electrical outputs in response to body motions involving muscle activities. The band can quantitatively detect walking step, speed and distance. Furthermore, the detected unique motion pattern of each individual allows the band to be used for identity recognition such as personal computer login and employee clock in through gait monitoring and analysis. This work opens new frontiers for the development of self-powered electronics and inspires new thoughts in human-machine interface. Graphical abstract fx1 Highlights • Self-powered identity recognition through gait pattern is achieved using a soft and stretchable TENG band. • Gait pattern is recognized through detecting muscle activities by the TENG band. • Several kinds of biomechanical motions can be accurately detected using the TENG band. [ABSTRACT FROM AUTHOR]
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- 2019
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12. Optimization of triboelectric nanogenerator load characteristics considering the air breakdown effect.
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Jiang, Cheng, Dai, Keren, Yi, Fang, Han, Yingzhou, Wang, Xiaofeng, and You, Zheng
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Abstract Working in the ambient environment, the behavior of triboelectric nanogenerator (TENG) is inevitably limited by the air breakdown phenomenon. In this paper, the load characteristics of TENG considering the air breakdown effect are systematically studied. The maximum retainable surface charge density varies with resistive loads, and a saturation state is seen during the capacitive charging process in the TENG due to the air breakdown effect. The optimization criterion to maximize the TENG output was also investigated with the consideration of air breakdown effect. Through theoretical analysis and experimental verification, this work provides a solid criterion to guide the TENG design and operational process. Graphical abstract fx1 Highlights • Load characteristics of TENG considering the air breakdown effect (ABE) are studied. • The optimization criterion to maximize the TENG output is analyzed considering ABE. • The influences of parameters on TENG's behavior considering ABE are investigated. [ABSTRACT FROM AUTHOR]
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- 2018
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13. Triboelectric nanogenerators as self-powered acceleration sensor under high-g impact.
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Dai, Keren, Wang, Xiaofeng, Yi, Fang, Jiang, Cheng, Li, Rong, and You, Zheng
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In the field of automobiles and many other industries, there is an urgent demand for the sensing of high- g acceleration. In this paper, a self-powered high- g acceleration sensor based on a triboelectric nanogenerator is proposed for the first time. It is micro-fabricated with a total volume of 14 × 14 × 8 mm 3 , and its sensing ability is confirmed via a Machete hammer experiment, with a measurement range of up to 1.8 × 10 4 g , a sensitivity of 1.8 mV/ g , and a Pearson correlation coefficient of 0.99959. In addition, the output signal of this novel acceleration sensor has few clutters, which is beneficial for recognition and subsequent signal processing. The effects of the aluminum-electrode thickness on the sensitivity and linearity of the sensor are investigated via modeling, theoretical analysis, and experiment, providing a reliable basis for the parameter optimization of the structural design. Experiment results indicate that this novel acceleration sensor covers a wide measurement range and meets the urgent needs of monitoring various high- g impacts for military equipment and automobiles. [ABSTRACT FROM AUTHOR]
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- 2018
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14. Bioinspired stretchable triboelectric nanogenerator as energy-harvesting skin for self-powered electronics.
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Wang, Xiaofeng, Yin, Yajiang, Yi, Fang, Dai, Keren, Niu, Simiao, Han, Yingzhou, Zhang, Yue, and You, Zheng
- Abstract
A bioinspired soft and stretchable triboelectric nanogenerator (TENG) is developed as energy-harvesting skin to drive personal electronics by scavenging biomechanical energy. Drawn inspiration from biological cells, the TENG consists of patterned interconnected cellular structures, with physiological saline as the electrode and silicone rubber as the encapsulation and triboelectric layer. The TENG can withstand a strain of 600% and has a transmittance of as high as 62.5%. The TENG can keep its high performance under various strain. The TENG also has the desirable features of biocompatibility, simple fabrication, light weight and environmental protection. The maximum instantaneous power density (2.3 Hz) and direct current power density of the TENG are ~ 11.6 W/m 2 and ~ 2.65 mW/m 2 respectively. Mounted on the skin, the TENG integrating with a power management unit can sustainably drive an electronic watch sorely by harvesting energy from hand motion. A stretchable self-charging power unit with a TENG and a micro supercapacitor sharing the same solution is created, with the solution as both the electrode of the TENG and the electrolyte of the supercapacitor. This work opens up new insights for clean power sources of skin-mounted electronics and promotes the development of sustainable energy supply for wearable and portable electronics. [ABSTRACT FROM AUTHOR]
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- 2017
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15. Monitoring activity at the Daguangbao mega-landslide (China) using Sentinel-1 TOPS time series interferometry.
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Dai, Keren, Li, Zhenhong, Tomás, Roberto, Liu, Guoxiang, Yu, Bing, Wang, Xiaowen, Cheng, Haiqin, Chen, Jiajun, and Stockamp, Julia
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LANDSLIDES , *WENCHUAN Earthquake, China, 2008 , *RISK assessment for landslides , *TIME series analysis , *INTERFEROMETRY - Abstract
The Daguangbao mega-landslide (China), induced by the 2008 Wenchuan earthquake (M w = 7.9), with an area of approximately 8 km 2 , is one of the largest landslides in the world. Experts predicted that the potential risk and instability of the landslide might remain for many decades, or even longer. Monitoring the activity of such a large landslide is hence critical. Terrain Observation by Progressive Scans (TOPS) mode from the Sentinel-1 satellite provides us with up-to-date high-quality Synthetic Aperture Radar (SAR) images over a wide ground coverage (250 × 250 km), enabling full exploitation of various InSAR applications. However, the TOPS mode introduces azimuth-dependent Doppler variations to radar signals, which requires an additional processing step especially for SAR interferometry. Sentinel-1 TOPS data have been widely applied to earthquakes, but the performance of TOPS data-based time series analysis requires further exploitation. In this study, Sentinel-1 TOPS data were employed to investigate landslide post-seismic activities for the first time. To deal with the azimuth-dependent Doppler variations, a processing chain of TOPS time series interferometry approach was developed. Since the Daguangbao landslide is as a result of the collapse of a whole mountain caused by the 2008 Mw 7.9 Wenchuan earthquake, the existing Digital Elevation Models (DEMs, e.g. SRTM and ASTER) exhibit height differences of up to approximately 500 m. Tandem-X images acquired after the earthquake were used to generate a high resolution post-seismic DEM. The high gradient topographic errors of the SRTM DEM (i.e. the differences between the pre-seismic SRTM and the actual post-seismic elevation), together with low coherence in mountainous areas make it difficult to derive a precise DEM using the traditional InSAR processing procedure. A re-flattening iterative method was hence developed to generate a precise TanDEM-X DEM in this study. The volume of the coseismic Daguangbao landslide was estimated to be of 1.189 ± 0.110 × 10 9 m 3 by comparing the postseismic Tandem-X DEM with the preseismic SRTM DEM, which is consistent with the engineering geological survey result. The time-series results from Sentinel-1 show that some sectors of the Daguangbao landslide are still active (and displaying four sliding zones) and exhibiting a maximum displacement rate of 8 cm/year, even eight years after the Wenchuan earthquake. The good performance of TOPS in this time series analysis indicates that up-to-date high-quality TOPS data with spatiotemporal baselines offer significant potential in terms of future InSAR applications. [ABSTRACT FROM AUTHOR]
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- 2016
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16. Optimization for piezoelectric energy harvesters with self-coupled structure: A double kill in bandwidth and power.
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Qi, Nanjian, Dai, Keren, Wang, Xiaofeng, and You, Zheng
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Vibration energy harvesting is promising to supply power autonomy for many electronic devices. This paper proposes a novel nonlinear piezoelectric energy harvester with a two-degree-of-freedom self-coupled structure. The operating frequency range and the power output of the new harvester is enhanced simultaneously compared with the conventional stopper-based nonlinear energy harvester. The dynamic model of the self-coupled structure is established, and then the bucket hat-like elastic potential energy function of the structure is obtained, which accounts for the superior performance of the harvester. Moreover, an optimization methodology for developing the nonlinear piezoelectric energy harvester was proposed. The conventional and novel energy harvesters were designed, optimized, and fabricated. Experimental results indicate that the maximum output power of the novel energy harvester can be enhanced to 3.54 times of that of the conventional energy harvester with a stopper structure. Besides, the working bandwidth is broadened from 4.7 Hz to 5.2 Hz. It is expected that this work is devoted to the future improvement of vibration energy harvesters in practical applications. [Display omitted] • A nonlinear vibration energy harvester with a self-coupled structure is proposed. • An optimization design method of the novel energy harvester is introduced. • The power output is enhanced compared with the conventional nonlinear harvester. • The bandwidth is also wider than that of the conventional nonlinear harvester. [ABSTRACT FROM AUTHOR]
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- 2022
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17. Three-dimensional adaptive fixed-time cooperative guidance law with impact time and angle constraints.
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Yu, Hang, Dai, Keren, Li, Haojie, Zou, Yao, Ma, Xiang, Ma, Shaojie, and Zhang, He
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AIR resistance , *GRAPH theory , *ENERGY consumption , *TOPOLOGY , *VERTICAL jump - Abstract
This paper mainly addresses the simultaneous attack of multiple missiles against a maneuvering target in three-dimensional (3-D) space. Here, we show that a novel fixed-time fast nonsingular terminal slide mode surface (FNTSMS), which has the characteristics of nonsingularity, converges in fixed time. With the help of the fixed-time FNTSMS, fixed-time adaptive distributed guidance laws along and perpendicular to the line of sight (LOS) direction are proposed. This realizes the dynamic adjustment of the target parameters in guidance laws, reduces the energy consumption of the guidance process, and realizes the constraints of the impact time and angle simultaneously. Additionally, considering that the communication topology will cause topology switching failure, this paper proves through graph theory that the proposed adaptive guidance laws will not be affected by topology switching. Moreover, through relevant auxiliary transformations, guidance laws with control input delay are demonstrated. To close to the actual action process of the missile, the air resistance item is added to guidance laws and analyzed. In addition, the control input amplitude is restricted to meet the actual working conditions of the missile. Finally, simulations are conducted to demonstrate the performance of the guidance law and its robustness against the mutation of communication topology. [ABSTRACT FROM AUTHOR]
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- 2022
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18. Transient physical modeling and comprehensive optimal design of air-breakdown direct-current triboelectric nanogenerators.
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Dai, Keren, Liu, Di, Yin, Yajiang, Wang, Xiaofeng, Wang, Jie, You, Zheng, Zhang, He, and Wang, Zhong Lin
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Direct-Current Triboelectric Nanogenerators (DC-TENGs) achieves an direct-current (DC) output instead of traditional alternating-current (AC) output of TENG. Among the various structure designs of DC-TENGs, the air-breakdown DC-TENG has created a record of energy density and an almost constant-current output, which has great potential in practical applications. This paper proposes a transient physical-field model and carries out comprehensive optimal design for air-breakdown DC-TENG. The beneficial breakdown domain (BBD) and harmful breakdown domain (HBD) are introduced to reveal the dynamic mechanism that distinguishes the DC-TENGs from AC-TENGs. Indexes of the breakdown charge ratio (BCR) and leading charge density (LCD) are defined to evaluate the extent to which the high-density surface charge is effectively exploited in electricity generation based on the beneficial breakdown effect. The output characteristics of air-breakdown DC-TENGs are theoretically analyzed, revealing the influence of the load resistance, device structure parameters, and initial charge density. Therefore, the optimal design of air-breakdown DC-TENGs is carried out with a high output power and low matching resistance. Finally, these superior performances are verified by experiments, so that the proposed transient physical model and comprehensive optimization method can be reliably extended to the design of all types of air-breakdown DC-TENG, and promote its application in a wide range of fields. A transient physical-field model is proposed, which reveals the mechanism of air-breakdown Direct-Current TENG (DC-TENG) and provides tools for its comprehensive optimization design, achieving high output power, low matching impedance, and specific output waveform. The superior performances are mutually validated by simulation and experiments, indicating a great potential in practical design of air-breakdown DC-TENG. [Display omitted] • A transient physical-field model revealing mechanism of air-breakdown DC-TENG. • Comprehensive optimization design tool for air-breakdown DC-TENG. • High output power, low matching impedance, and specific output waveform. • Mutually validation by simulation and experiments for practical design of DC-TENG. [ABSTRACT FROM AUTHOR]
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- 2022
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19. Remote sensing for landslide investigations: A progress report from China.
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Xu, Qiang, Zhao, Bo, Dai, Keren, Dong, Xiujun, Li, Weile, Zhu, Xing, Yang, Yinghui, Xiao, Xianxuan, Wang, Xin, Huang, Jian, Lu, Huiyan, Deng, Bo, and Ge, Daqing
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LANDSLIDES , *INVESTIGATION reports , *SYNTHETIC aperture radar , *GEOPHYSICAL prospecting , *REMOTE sensing , *OPTICAL images , *OPTICAL remote sensing - Abstract
China has a significant portion of land in landslide-prone areas, and remote sensing technologies are becoming a tool of choice to investigate and monitor landslides. Although much progress has been made with remote sensing technologies and their applications in China, there is no systematical summary report. Thus, we summarize Synthetic Aperture Radar (SAR), optical remote sensing, and laser technologies currently being used in China, and their associated platforms (space-borne, air-borne, and ground-based). Multi-temporal optical images and time series SAR are often used to detect active landslides at time scales of years and months. The latest optical images and SAR intensity images are usual adopted to map fresh landslides, especial for coseismic landslides. LiDAR technology has been widely applied to identify ancient landslides. Combining advantages and limitations of every technology, an integrated space-air-ground collaborative investigation strategy has been proposed for early identification and early warning of landslides. Additionally, a comprehensive landslide investigation integrating multidisciplinary approaches, including remote sensing, geology, and geophysical exploration, could be a further developing trend, because remote sensing technologies just provide surface information, while a complete understanding of landslides requires more than surface information – knowledge of geotechnical parameters, geological features, and field conditions is also needed. • SAR, optical remote sensing and laser technologies have been applied for landslide investigations in China. • China has proposed remote sensing strategies for different landslides. • China has carried out successful remote-sensing applications on different scales. • Multidisciplinary integration for landslide investigation should be the further trend. [ABSTRACT FROM AUTHOR]
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- 2023
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20. Magnetic arthropod soft robot with triboelectric bionic antennae for obstacle identifying and avoidance.
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Duan, Alin, Zhu, Zhisen, Wang, Mingchuan, Han, Xiangyu, Dai, Keren, Xiong, Boyi, and Zhang, Wenling
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TACTILE sensors , *ELECTROMAGNETIC fields , *MAGNETIC structure , *MAGNETIC control , *BIOMIMETICS - Abstract
[Display omitted] • Magnetic soft robot with three-joint-unit exhibits a high crawling speed up to 1.4 BL/s owing to its inchworm-like locomotion gait. • Bionic antennae based on triboelectric tactile sensors is capable of sensing mechanical collisions, with a sensitivity of 0.13 V KPa−1. • The magnetic arthropod soft robot with five-joints bodies integrated bionic antennae can perceive obstacles and make turns to avoid. Magnetic soft robots exhibit attractive advantages such as nontethered constraints and remote control capabilities, with broad prospects in environmental exploration, minimally invasive surgery and other fields. However, constrained by the magnetic control mode and the high flexibility of the soft materials, achieving rapid movement and perception-feedback of magnetic soft robots are still challenging. Therefore, this paper aims to draw inspiration from biomimetic joint structures to design and fabricate a magnetic arthropod soft robot capable of rapid cyclic extension-contraction deformation under an alternating magnetic field. First, a type A magnetic arthropod soft robot (MASR-A) is developed with a speed up to 1.4 body length per second (BL/s) with three-joint-unit. Next, we designed a type B magnetic arthropod soft robot (MASR-B) that offers higher flexibility and deformation adaptability with bodies owing five-joints structure. Then, inspired by snail's tentacles, we developed bionic antennae based on triboelectric tactile sensors (TTSs), which can convert external mechanical collisions into electrical signals output, with a sensitivity of up to 0.13 V KPa−1. By mounting the bionic antennae on the head of MASR-B to realize the magnetic soft robot's sensing function, enabling MASR-B to detect collisions with obstacles of various materials (PMMA, Resin, PLA and etc.). Particularly, the bionic antennae consists of two completely independent triboelectric sensing units (LTTS and RTTS). The signals from these two TTSs are received and identified by a microcontroller to determine the direction of obstacle relative to the robot. The relay is then controlled to alter the magnetic field generated by the electromagnetic coils to enable MASR-B to avoid obstacle. This paper provides a biomimetic design approach for the rapid movement and flexible sensing of magnetic soft robots. [ABSTRACT FROM AUTHOR]
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- 2024
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21. Sponge Supercapacitor rule-based energy management strategy for wireless sensor nodes optimized by using dynamic programing algorithm.
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Liu, Xinzhi, Qi, Nanjian, Dai, Keren, Yin, Yajiang, Zhao, Jiahao, Wang, Xiaofeng, and You, Zheng
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WIRELESS sensor nodes , *WIRELESS sensor networks , *ENERGY management , *ALGORITHMS , *BATTERY storage plants , *DYNAMIC programming - Abstract
Hybrid energy storage systems composed of batteries and supercapacitors (SCs) can provide a stable and sustainable power source for wireless sensor network (WSN) nodes, where the energy management strategy (EMS) plays a significant role. However, the design of a traditional EMS is based on empirical rules and cannot fully utilize the SC. In this study, we propose the concept of a sponge SC and design a strategy based on it to prolong the lifetime of solar-powered WSN nodes. This sponge SC EMS is realized by using dynamic programming (DP), which is a global optimization algorithm. Thus, the proposed EMS is significantly improved over other traditional empirical-based strategies. The difference between the lifetime simulated by the proposed strategy and the optimal upper bound given by DP is within 40%, and the novel strategy extends the battery lifetime by 32%–77% compared with the best existing strategies investigated. The robustness of the proposed method is also validated. It can be confirmed that the strategy performs well under different workloads and sunlight conditions. The sponge SC rule-based hybrid EMS provides a theoretical near-optimal solution for the extension of the life of the WSN node, contributing to wider application prospects of the WSN node. • A novel concept of "Sponge Supercapacitor" is proposed. • A sponge SC rule-based EMS for WSN that can be used online is designed accordingly. • The DP algorithm is introduced to optimize EMS. • The WSN model simulation platform is constructed using MATLAB. • The effectiveness and robustness of the proposed EMS are verified. [ABSTRACT FROM AUTHOR]
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- 2022
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22. Anti-delay Kalman filter fusion algorithm for inter-vehicle sensor network with finite-step convergence.
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Yu, Hang, Zou, Yao, Li, Qingyu, Zhu, Jie, Li, Haojie, Liu, Sipei, Zhang, He, and Dai, Keren
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KALMAN filtering , *SENSOR networks , *VEHICLE routing problem , *ALGORITHMS , *TIME-varying networks , *AUTONOMOUS vehicles , *TOPOLOGY - Abstract
Intelligent vehicle applications in autonomous driving and obstacle avoidance commonly require the precise relative state of vehicles. Accordingly, this study focuses on the coordinate fusion of vehicle state problem experienced by an inter-vehicle sensor network with time-varying transmission delays. Using the ingeniously designed low-complexity integration with a consensus strategy and buffer technology, an anti-delay distributed Kalman filter (DKF) with finite-step convergence is proposed. By introducing an appropriate weight matrix to assess local estimates, the optimal fusion state result is available as a linear minimum variance. In addition, to accommodate practical engineering in intelligent vehicles, the communication weight coefficient and directed topology with unidirectional transmission are considered. From a theoretical perspective, the proof of error covariances' upper bounds with different communication topologies with delays are presented. Furthermore, the maximum allowable delays of inter-vehicle sensor network are derived backwards. Simulations verify that while considering the various non-ideal factors presented above, the proposed DFK algorithm produces more accurate and robust fusion estimation state results than those of the existing algorithms, making it more valuable in practical applications. Moreover, a mobile car trajectory tracking experiment is conducted, which further verifies the feasibility of the proposed algorithm. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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23. Comprehensive optimized hybrid energy storage system for long-life solar-powered wireless sensor network nodes.
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Qi, Nanjian, Yin, Yajiang, Dai, Keren, Wu, Chengjun, Wang, Xiaofeng, and You, Zheng
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WIRELESS sensor networks , *WIRELESS sensor nodes , *ENERGY storage , *BATTERY storage plants , *ENERGY management , *ENERGY harvesting - Abstract
• A new two-port hybrid diode topology is proposed for solar-powered WSN. • An adaptive supercapacitor buffer energy management strategy is designed. • The system cost, size, control complexity, and energy loss are decreased. • The battery lifetime is increased by at least two times that of the existing HESSs. Solar energy harvesting is promising to provide long-term power autonomy for wireless sensor networks. Energy storage devices like lithium-ion batteries are usually integrated to solar-powered sensor nodes to overcome the intermittency of solar power. However, the cycle life of lithium-ion batteries is short, which limits the lifetime of the nodes. Therefore, supercapacitor-battery hybrid energy storage system has been used to extend the cycle life of battery. The design of hybrid energy storage systems significantly affects the performance of wireless sensor network nodes in many ways. However, hybrid energy storage system optimization is a comprehensive problem because the configuration and power-split strategy need to be considered concurrently, which has not been done in the existing studies of solar-powered sensor nodes. In this study, a two-port hybrid diode topology is proposed, accompanied by an adaptive supercapacitor buffer energy management strategy to achieve integrated optimization. The hybrid diode semi-active topology uses a unidirectional DC/DC converter accompanied by two diodes to replace the bidirectional DC/DC converter in the existing semi-active topology. Accordingly, the energy lose is decreased by 15.5% while the cost, size, and controlling complexity are also decreased. Moreover, an adaptive supercapacitor buffer energy management strategy is designed based on the new topology to decrease the battery degradation. Simulation and experimental results indicate that the proposed hybrid energy storage system increases the battery lifetime to at least 3 times that of existing hybrid energy storage systems. Finally, a long-life solar-powered wireless sensor network node with a relatively small size and cost is achievable. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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24. Source characteristics of the 2015 MW 7.8 Gorkha (Nepal) earthquake and its MW 7.2 aftershock from space geodesy.
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Feng, Wanpeng, Lindsey, Eric, Barbot, Sylvain, Samsonov, Sergey, Dai, Keren, Li, Peng, Li, Zhenhong, Almeida, Rafael, Chen, Jiajun, and Xu, Xiaohua
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EARTHQUAKES , *EARTHQUAKE aftershocks , *GEODESY , *GEOLOGIC faults , *GEODETIC observations - Abstract
On April 25, 2015, a destructive M W 7.8 earthquake struck the capital of Nepal, Kathmandu, killing more than 8800 people and destroying numerous historical structures. We analyze six coseismic interferograms from several satellites (ALOS-2, Sentinel-1 A, and RADARSAT-2), as well as three-dimensional displacements at six GPS stations to investigate fault structure and slip distribution of the Gorkha earthquake. Using a layered crustal structure, the best-fit slip model shows that the preferred dip angle of the mainshock fault is 6 ± 3.5° and the major slip is concentrated within depths of 8–15 km. The maximum slip of ~ 6.0 m occurs at a depth of 11 km, 70 km south east of the epicenter. The coseismic rupture extends ~ 150 km eastward of the epicentre with a cumulative geodetic moment of 7.8 × 10 20 Nm, equivalent to an earthquake of M W 7.84. We also investigate the M W 7.2 aftershock on 12 May 2015 using another three postseismic interferograms from ALOS2, RADARSAT-2, and Sentinel-1 A. The InSAR-based best-fit slip model of the largest aftershock implies that its major slip is next to the eastern lower end of the mainshock rupture with a similar maximum slip of ~ 6 m at a depth of ~ 13 km. This study generates various coseismic geodetic measurements to determine the source parameters of the M W 7.8 Gorkha earthquake and 12 May M W 7.2 afershock, providing an additional chance to understand the local fault structure and slip extent. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
25. An integrated method based on DInSAR, MAI and displacement gradient tensor for mapping the 3D coseismic deformation field related to the 2011 Tarlay earthquake (Myanmar).
- Author
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Wang, Xiaowen, Liu, Guoxiang, Yu, Bing, Dai, Keren, Zhang, Rui, Ma, Deying, and Li, Zhilin
- Subjects
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EARTHQUAKES , *RADAR , *REMOTE-sensing images , *INTERFEROMETRY - Abstract
The satellite differential interferometric synthetic aperture radar (DInSAR) technology has been widely applied for mapping the ground deformation associated with the geophysical events such as earthquakes. However, the conventional DInSAR can measure only the one-dimensional (1D) ground displacement along the radar line of sight (LOS), and the crucial displacement measurements, e.g., near the epicenter and along the surface ruptures, are usually not available or degraded in quality due to the significant deformation gradients. With availability of satellite SAR images acquired along ascending and descending orbits, this paper proposes an integrated method to map the three-dimensional (3D) coseismic deformation field by combining DInSAR for detecting LOS displacements, the multiple aperture interferometry (MAI) for detecting along-track displacements, and the displacement gradient tensor (DGT) model for characterizing spatial correlation of ground displacements. The proposed method (termed as InSAR–DGT) was first tested through an experiment of recovering 3D displacements from a simulated coseismic deformation field. We then applied the proposed method to map the 3D coseismic deformation field related to the 2011 Tarlay earthquake (Myanmar) by using the ascending and descending ALOS PALSAR images. Both the results derived for the simulated experiment and the 2011 Tarlay earthquake show that the quality of the 3D coseismic displacements can be raised efficiently by the InSAR–DGT method, and the precisions in the east–west (E–W), north–south (N–S) and up–down (U–D) displacements for the 2011 Tarlay earthquake are increased 22%, 36% and 24%, respectively. The validation indicates that the improved coseismic deformation field for the 2011 Tarlay earthquake is in good agreement with the deformation field simulated from the existing optimized fault model. The number of the missing data points in the 3D coseismic deformation field can be reduced significantly by the InSAR–DGT method. It is revealed that the causative fault (i.e., the west part of the Nam Ma Fault) for the Tarlay earthquake generated a left-lateral slip that was accompanied by a minor normal dip-slip component. The careful interpretation demonstrates that the causative fault structures include the determined main fault segment and the two suspected branched segments at east of the Tarlay town. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
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