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Human action recognition using a time-delayed photonic reservoir computing

Science China(Information Sciences) 2023年第11期66卷 309-310页

作者： Chao KAI Pu LI Yi YANG Bingjie WANG K.Alan SHORE Yuncai WANG Key Laboratory of Advanced Transducers and Intelligent Control System Ministry of Education Taiyuan University of Technology Guangdong Provincial Key Laboratory of Photonics Information Technology School of Information Engineering School of Computer Science and Electronic Engineering Bangor University

Human action recognition(HAR) has important applications, including video retrieval, entertainment, autonomous navigation systems, and visual surveillance systems [1]. Unfortunately, accurate and efficient HAR remains a challenging task in the field of computer vision because its modeling and characteristic representation belong to threedimensional space-time instead of common two-dimensional space [2].

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Investigation on hole mobility of FeCl3-doped 4, 4'-bis(carbazol-9-yl) -biphenyl by using space-charge-limited current model

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Guangdianzi Jiguang/Journal of Optoelectronics Laser 2014年第7期25卷 1288-1293页

作者： Yuan, Shu-Qing Zhu, Yuan-Li Wang, Zhen-Guo Hao, Yu-Ying Wang, Hua Xu, Bing-She Key Laboratory of Advanced Transducers and Intelligent Control System College of Physics and Optoelectronics Taiyuan University of Technology Taiyuan 030024 China Key Lab of Interface Science and Engineering in Advanced Materials of Education Ministry of China Taiyuan University of Technology Taiyuan 030024 China

A series of single hole devices are designed based on the different concentrations of FeCl3 doped in 4, 4'-Bis(9H-carbazol-9-yl)biphenyl (CBP). The hole mobilities of p-type doped CBP by FeCl3 with various doping concentrations are estimated by using space-charge-limited current model, and compared with the mobility of NPB which is a kind of hole transport material commonly used in organic electroluminescence devices. The results indicate that FeCl3 doped CBP has significantly improved hole mobility. The highest hole mobility is achieved when the concentration of FeCl3 is 12%. For an electric field of 0.5 MV/cm, the estimated hole mobility of FeCl3-doped CBP with doping concentration of 12% reaches 4.5×10-5 cm2/V · s. Even in zero electric field, the hole mobility can reach 2.2×10-5 cm2/V · s, which is nearly four times of that of NPB. High efficiency organic light-emitting device is fabricated by using CBP: 12% FeCl3 as the hole transport layer. The device shows a maximum luminance of 68468 cd/m2 and a maximum current efficiency of 31.1 cd/A, which are increased by 97% and 23% compared with those of the reference device, respectively. The improvements are attributed to the balanced charge carrier transport characteristic, which results in an increased charge carrier recombination probability and a decreased triplet-polaron (T-P) annihilation probability.

关键词： Hole mobility

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Optimization of experiment teaching in the course of mechanical principle 3

Optimization of experiment teaching in the course of mechani...

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3rd International Conference on Education Technology Management, ICETM 2020

作者： Hao, Pujun Liu, Jingna Ma, Wenpeng Wu, Ruiqin Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control School of Mechanical Engineering Tianjin University of Technology Tianjin300384 China National Demonstration Center for Experimental Mechanical and Electrical Engineering Education Tianjin University of Technology China Tianjin Key LABORATORY for Advanced Mechatronic System Design and Intelligent Control School of Mechanical Engineering Tianjin University of Technology Tianjin300384 China

ISBN: (纸本)9781450388757

Based on experience of former teaching reformation and philosophy of "Emerging Engineering Education", an experimental teaching reformation program that includes restructured knowledge system, modularization of experimental teaching process and diversified evaluation system is proposed. It is found that students have deeper and comprehensive understanding on knowledge and more enthusiasm in experimental process. Finally students have definite self-cognition about their division of labor in teamwork. Through gathering statistics, the effectiveness of reformation program is verified and this program can enrich practical experience of experimental teaching reformation. © 2020 ACM.

关键词： Optimization

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Fiber faults diagnosis based on correlation detection in passive optical network

Fiber faults diagnosis based on correlation detection in pas...

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International Conference on Optical Communications and Networks (ICOCN)

作者： Xiaogang Yi Anbang Wang Tong Zhao Yuncai Wang University of Technology Shanxi Province China Key Laboratory of Advanced Transducers and Intelligent Control System Ministry of Education Shanxi Province Taiyuan

ISBN: (纸本)9781467373746

In this paper, we review the correlation detection technique (CDT) for fiber faults diagnosis and describe our chaotic signal- and communication signal-based correlation detection schemes in passive optical network (PON). The results show that spatial resolution of 2cm and dynamic range of about 20.8dB can be achieved when chaotic signal is used. Utilizing communication signal itself as the probe light, we achieve a spatial resolution of 8cm and detection range of above 23km.

关键词： Correlation Passive optical networks Chaotic communication Optical fibers Spatial resolution

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Dynamic hazard of belt transport tracking and discerning method based on mean shift

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International Journal of Mining and Mineral Engineering 2015年第4期6卷 309-320页

作者： Qiao, Tiezhu Duan, Yanfei Key Lab of Advanced Transducers and Intelligent Control System Ministry of Education and Shanxi Province Taiyuan University of Technology Taiyuan030024 China

For the conveyer belt in coal mine often damaged by hazards such as stones or metals in transit which can cause a longitudinal tear, and the feature of hazards' status changed when transportation belt being torn, a Mean shift tracking and monitoring method was approached. Infrared spectrum imaging model was established for hazard, and extracted hazard grey value according to reflected background radiation differences between hazard and coal in the best wavelength range. Hazard model is established using grey space joint histogram, Mean shift vector is established with bandwidth matrix and recursive equations are given in EM like manner. Experiments show that when hazards tearing the tape, the algorithm can be real-time tracking and monitoring the state of hazards to determine the tape tear. © 2015 Inderscience Enterprises Ltd.

关键词： Image processing

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Characteristics of a Piloted Digital Flow Valve Based on Flow Amplifier

Characteristics of a Piloted Digital Flow Valve Based on Flo...

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2015 International Conference on Fluid Power and Mechatronics

作者： Taotao Li Jiahai Huang Yanhong Bai Long Quan Shengguo Wang Key Lab of Advanced Transducers and Intelligent Control System Ministry of Education and Shanxi ProvinceTaiyuan University of Technology

Hydraulic switching techniques which have less throttling losses, good repeatability and can be controlled intelligently have been largely developed. The biggest challenge is the hydraulic fluctuation. It is generated in the process of opening and closing the valve. A two-stage digital flow valve operated by Pulse Width Modulation(PWM) signal is studied in this paper. The main stage is cartridge valve based on flow amplifying principle;the pilot stage is high-speed on/off valve. The fluctuation characteristic of the digital flow valve is investigated using theoretical derivation and simulation analysis. The results show that the outlet flow fluctuation is influenced by many parameters such as the frequency and duty ratio of PWM signal, the volume of control chamber, etc. It can be weakened through the proper design of these parameters. Although the fluctuation exists, the mean outlet flow can be proportionally controlled by adjustment of the duty ratio of the control signal.

关键词： Flow valve,High-speed on/off valve,PWM,cartridge valve

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Prediction model of bone drilling temperature based on heat source method in surgical rehabilitation 4

Prediction model of bone drilling temperature based on heat ...

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4th CIRP Conference on Biomanufacturing, CIRP-BioM 2019

作者： Hu, Yahui Yan, Zhiqiang Li, Xiangjun Zhang, Chunqiu Zheng, Qingchun Tianjin Key Laboratory of the Design and Intelligent Control of the Advanced Mechatronical System Tianjing University of Technology Tianjin China School of Mechanical Engineering Tianjin University of Technology Tianjin China

In order to feedback the cutting temperature in real time during the operation with the surgical robot, this study established a temperature prediction model to analyze the temperature distribution of the cortex. In this work, a three-dimensional governing equation for heat transfer of bone tissue during drilling is proposed, and the heat transfer of cortical bone is evaluated by a reverse heat transfer method. The prediction model was validated by experimental methods and the heat affected zone (HAZ) of cortical bone was analyzed. The results show that the prediction results are in good agreement with the relevant experimental results. HAZ increases with increasing rate of penetration;the closer the bone hole is, the earlier the temperature rises;and the temperature at which the cortical bone is difficult to measure (radial distance x © 2020 The Authors.

关键词： Temperature distribution

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Slope-assisted Raman distributed optical fiber sensing

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Photonics Research 2022年第1期10卷 205-213页

作者： JIAN LI XINXIN ZHOU YANG XU LIJUN QIAO JIANZHONG ZHANG MINGJIANG ZHANG College of Physics and Optoelectronics Taiyuan University of TechnologyTaiyuan 030024China Key Laboratory of Advanced Transducers and Intelligent Control Systems(Ministry of Education and Shanxi Province) Taiyuan University of TechnologyTaiyuan 030024China

Raman distributed optical fiber sensing is required to achieve accurate temperature measurements in a micro-scale *** this study,we first analyze and demonstrate the pulse transmission feature in the temperature variation area and the superposition characteristics of Raman optical time-domain reflectometry(OTDR)signals by numerical *** equations of superimposed Raman anti-Stokes scattered signals at different stages are presented,providing a theoretical basis for the positioning and physical quantity demodulation of whole optical fiber systems based on the OTDR ***,we propose and experimentally demonstrate a slope-assisted sensing principle and scheme in a Raman distributed optical fiber *** the best our knowledge,this is the first experimental demonstration of Raman distributed optical fiber sensing in a centimeter-level spatial measurement region.

关键词： fiber optical OTDR

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Tuning the photocatalytic water-splitting performance with the adjustment of diameter in an armchair WSSe nanotube

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Journal of Energy Chemistry 2021年第10期30卷 228-235,I0007页

作者： Lin Ju Penglan Liu Yifan Yang Liran Shi Gui Yang Li Sun School of Physics and Electric Engineering Anyang Normal UniversityAnyang 455000HenanChina School of Mechanical Medical and Process EngineeringQueensland University of TechnologyGardens Point CampusQLD 4001BrisbaneAustralia School of Electronic and Information Engineering Liaoning Technical UniversityHuludao 125105LiaoningChina Key Lab of Advanced Transducers and Intelligent Control System Ministry of EducationTaiyuan University of TechnologyTaiyuan 030024ShanxiChina

Due to the enigmatical electrostatic potential difference between the inside and outside layers,the relationship between the diameter and the photocatalytic property of the Janus transition metal dichalcogenides nanotube is still *** this job,for the first time we calculate the electrostatic potential difference of the Janus WSSe armchair nanotubes with corresponding building block models through the first principles *** electrostatic potential difference increases as the diameter ***,it is observed that the WSSe armchair nanotubes with smaller diameter have stronger oxidation capacity,weaker reduction capacity,and higher solar-to-hydrogen conversion ***,the diminution of diameter could make the band gap drop,and even cause a direct-indirect transformation of band *** adjustment of diameter could also regulate the ability of adsorbing water molecules at the insider and outside ***,the suitable band edge positions,wide optical absorbance region(to the near-infrared),outstanding solar-to-hydrogen efficiency(up to 28.99%),high carrier separation,adequate photoexcited carrier driving forces,as well as the energetic and thermal stability,render these nanotubes befitting the photocata lytic water-splitting *** study not only predicts a kind of ideal water-splitting photocatalyst,but also shows an effective way to improve their photocatalytic performances.

关键词： Photocatalysis Water-splitting Janus TMD nanotube Density functional theory calculations

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The kinetic characteristics of the clamping unit in injection molding machine driven by new pump control system

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Advances in Information Sciences and Service Sciences 2012年第21期4卷 468-475页

作者： Zhang, Hongjuan Quan, Long Key Lab of Advanced Transducers and Intelligent Control System Ministry of Education Taiyuan University of Technology Taiyuan 030024 Shanxi Province China

In the injection molding machine control system, as the toggle clamping unit has the feature of big rigidity and strong overload, it has been widely used. However the equivalent mass of the clamping unit varies in a very wide range and the intensive instantaneous impact force emerges during the mold closing and opening process, which will cause dynamic performance and control accuracy to difficultly meet the system requirements. In light of this, at first the clamping unit driven by new pump control system is designed. The characteristic and mathematic analysis is done by three-dimensional kinetics modeling and simulating. Then the control strategy of dynamic feed forward compensation and integral separation PID with anti-saturation is put forward to achieve the displacement and velocity synchronization control of the clamping cylinder. The research results are verified by co-simulation. The dynamic performance and control accuracy are improved by adopting the new pump control circuit and the control method.

关键词： Injection molding

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