17 results on '"Yunde, Shen"'
Search Results
2. Identifying the Growth Status of Hydroponic Lettuce Based on YOLO-EfficientNet
- Author
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Yidong Wang, Mingge Wu, and Yunde Shen
- Subjects
hydroponic lettuce ,growth status ,object detection ,object classification ,Botany ,QK1-989 - Abstract
Hydroponic lettuce was prone to pest and disease problems after transplantation. Manual identification of the current growth status of each hydroponic lettuce not only consumed time and was prone to errors but also failed to meet the requirements of high-quality and efficient lettuce cultivation. In response to this issue, this paper proposed a method called YOLO-EfficientNet for identifying the growth status of hydroponic lettuce. Firstly, the video data of hydroponic lettuce were processed to obtain individual frame images. And 2240 images were selected from these frames as the image dataset A. Secondly, the YOLO-v8n object detection model was trained using image dataset A to detect the position of each hydroponic lettuce in the video data. After selecting the targets based on the predicted bounding boxes, 12,000 individual lettuce images were obtained by cropping, which served as image dataset B. Finally, the EfficientNet-v2s object classification model was trained using image dataset B to identify three growth statuses (Healthy, Diseases, and Pests) of hydroponic lettuce. The results showed that, after training image dataset A using the YOLO-v8n model, the accuracy and recall were consistently around 99%. After training image dataset B using the EfficientNet-v2s model, it achieved excellent scores of 95.78 for Val-acc, 94.68 for Test-acc, 96.02 for Recall, 96.32 for Precision, and 96.18 for F1-score. Thus, the method proposed in this paper had potential in the agricultural application of identifying and classifying the growth status in hydroponic lettuce.
- Published
- 2024
- Full Text
- View/download PDF
3. S-shaped characteristics of pump turbine with large guide vane opening by experimental and numerical analysis
- Author
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Shujiao Pang, Baoshan Zhu, Yunde Shen, and Zhenmu Chen
- Subjects
Physics ,QC1-999 - Abstract
Pumped storage hydropower is perhaps the most reliable solution to the energy crisis, but its development and application are limited by hydraulic instability, such as S-shaped characteristics. In this paper, based on the S-shaped region pressure fluctuation test of a model pump turbine, the connection between the guide vane opening and S-shaped pressure fluctuation is established, and a guide vane opening of 28 mm is selected for numerical analysis to expand the discussion of the S-shaped pressure fluctuation characteristics to large guide vane openings. The frequency components of the vaneless space are extracted by fast Fourier transform analysis, and the rotational stall frequency is identified. Among them, the blade passage frequency and its multiplier are induced by the rotor–stator interaction, and the low-frequency component of pressure fluctuations is induced by the rotational stall and vortex rope. Based on this, the internal flow and flow rate along the S-shaped characteristic curve and their correlation with the rotational stall are analyzed. In addition, the percentage of and variation in the entropy production rate in the S-shaped region are also analyzed.
- Published
- 2023
- Full Text
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4. Source localization using beamforming and double L-shape sensors arrays.
- Author
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Qiang Gao, Jun Young Jeon, Gyuhae Park, and Yunde Shen
- Published
- 2021
- Full Text
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5. Double duty ratio PWM control method for a novel HSV actuator with low power consumption
- Author
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Xuchen Huang, Yong Li, Keqiang Ding, and Yunde Shen
- Subjects
Mechanics of Materials ,Mechanical Engineering ,Electrical and Electronic Engineering ,Condensed Matter Physics ,Electronic, Optical and Magnetic Materials - Abstract
This paper presents a novel high speed valve (HSV) actuator with low power consumption. The structure design of tapered armature and control method of double duty ratio pulse width modulation (PWM) are proposed in the HSV actuator to improve steady and transient characteristics. The electric-magneto-mechanical model of the HSV actuator is established and investigated by theoretical analysis. Parameters improvement of the HSV actuator is analyzed by the model, and optimized results for a prototype actuator have been obtained. The experimental and simulation curves agree well with the changing trend, and show that the opening time of the HSV actuator is 7.3 ms, the closing time is 20 ms, and power consumption in maintenance stage is 1.35 W, within the stroke of 2.5 mm. Compared with normal driving method, the proposed structure and method have the advantages of opening time reduced by 37%, closing time reduced by 29%, and steady-state power consumption reduced by 93.5%. The proposed structure and method in the HSV actuator are available to meet the driving requirements of both steady and transient performance in fluid control systems better, especially in power shortage or power supply inconvenient engineering.
- Published
- 2022
6. Comparative proteomic analysis of pepper (Capsicum annuum L.) seedlings under selenium stress
- Author
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Chenghao Zhang, Baoyu Xu, Wei Geng, Yunde Shen, Dongji Xuan, Qixian Lai, Chenjia Shen, Chengwu Jin, and Chenliang Yu
- Subjects
Pepper ,Heat shock proteins ,Selenium stress ,Metabolic process ,Differential expression protein ,Medicine ,Biology (General) ,QH301-705.5 - Abstract
Selenium (Se) is an essential trace element for human and animal health. Se fertilizer has been used to increase the Se content in crops to meet the Se requirements in humans and animals. To address the challenge of Se poisoning in plants, the mechanisms underlying Se-induced stress in plants must be understood. Here, to elucidate the effects of Se stress on the protein levels in pepper, we used an integrated approach involving tandem mass tag labeling, high performance liquid chromatography fractionation, and mass spectrometry-based analysis. A total of 4,693 proteins were identified, 3,938 of which yielded quantitative information. Among them, the expression of 172 proteins was up-regulated, and the expression of 28 proteins was down-regulated in the Se/mock treatment comparison. According to the above data, we performed a systematic bioinformatics analysis of all identified proteins and differentially expressed proteins (DEPs). The DEPs were most strongly associated with the terms “metabolic process,” “posttranslational modification, protein turnover, chaperones,” and “protein processing in endoplasmic reticulum” according to Gene Ontology, eukaryotic orthologous groups classification, and Kyoto Encyclopedia of Genes and Genomes enrichment analysis, respectively. Furthermore, several heat shock proteins were identified as DEPs. These results provide insights that may facilitate further studies on the pepper proteome expressed downstream of the Se stress response. Our data revealed that the responses of pepper to Se stress involve various pathways.
- Published
- 2019
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7. Bounds for the blow-up time of a porous medium equation with weighted nonlocal source and inner absorption terms
- Author
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Yunde Shen and Zhong Bo Fang
- Subjects
Porous medium equation ,Weighted nonlocal source ,Inner absorption ,Bounds for the blow-up time ,Analysis ,QA299.6-433 - Abstract
Abstract We investigate the blow-up phenomena for a porous medium equation with weighted nonlocal source and inner absorption terms subject to null Dirichlet boundary condition. Based on a modified differential inequality technique, we establish some sufficient conditions to guarantee the existence of non-global solutions to the model and also derive the upper bounds for the blow-up time. Moreover, the lower bounds for the blow-up time are obtained under some appropriate measure in the whole-dimensional space ( N≥1 $N\geq1$).
- Published
- 2018
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8. Performance and Parameter Sensitivity Analysis of the PEMFC Flow Channel with Porous Baffles
- Author
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Cong Chen, Dongji Xuan, Mingge Wu, Shengnan Liu, and Yunde Shen
- Subjects
PEMFC ,channel design ,baffle of porous material ,enhancing mass transfer ,sensitivity analysis ,fuel cell ,Technology ,Engineering (General). Civil engineering (General) ,TA1-2040 ,Biology (General) ,QH301-705.5 ,Physics ,QC1-999 ,Chemistry ,QD1-999 - Abstract
In this paper, a method to improve the performance of PEMFCs using porous material as a flow channel baffle is proposed. The results show that PEMFCs with four porous baffles flow channels have better performance at high current density compared with the traditional flow channel. The structural parameters of the flow channel explored in this study include porosity, the thickness of the baffle and the number of baffles, and their influence on the performance of PEMFCs. Sensitivity analysis results show that the performance of the PEMFCs with the porous baffle channel is the most sensitive to baffle thickness, and the thickness and baffle could be appropriately adjusted. The number of plates and porosity of the baffle are adjusted to improve the performance of the PEMFCs.
- Published
- 2021
- Full Text
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9. Beamforming using non-equidistant linear array for acoustic source localization
- Author
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Qiang Gao, Gyuhae Park, Yunde Shen, Yeseul Kong, Jiawei Xiang, and Jun Young Jeon
- Subjects
Beamforming ,Sparse array ,Computer science ,Mechanical Engineering ,Acoustics ,Direction of arrival ,General Materials Science ,Equidistant ,Structural health monitoring ,Acoustic source localization ,Linear array - Abstract
Beamforming is widely used in structural health monitoring (SHM) systems for impact or damage localization. Beamforming directionality is achieved by the constructive interference of sensor wavefronts, which results in a significant amplification of the measured signal in a particular direction. For beamforming applications, the cost per sensor is typically significant, because of the sensor itself, and the associated electronics. Therefore, in order to minimize the cost of SHM in practice, it is highly desirable to reduce the number of sensors. Beamforming with an array of sensors requires an advanced signal processing technique to detect the direction-of-arrival (DOA). In addition, by deploying more sensors, better detection accuracy can be achieved. In this paper, the non-equidistant linear sensor array is proposed, to obtain lower costs while guaranteeing reasonable detection accuracy. In addition, the proposed sensor deployment scheme is able to reduce the effects of “spatial aliasing,” which phenomenon is typically encountered in the equidistant linear sensor array layout. To validate the performance of the proposed non-equidistant linear array technique in SHM applications, several finite element models (FEM) simulation and experimental investigations are carried out. Different sensor array layouts are also compared to optimize the performance of the non-equidistant linear array.
- Published
- 2021
10. A novel T-shaped sensor cluster for acoustic source localization
- Author
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Qiang Gao, Yunde Shen, Jiawei Xiang, Jun Young Jeon, and Gyuhae Park
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Beamforming ,Physics ,Mechanical Engineering ,Acoustics ,Biophysics ,Direction of arrival ,02 engineering and technology ,Acoustic source localization ,021001 nanoscience & nanotechnology ,01 natural sciences ,Linear array ,0103 physical sciences ,Source localization ,Structural health monitoring ,0210 nano-technology ,010301 acoustics ,Sensor cluster - Abstract
This study proposes a new sensor cluster configuration for localizing an acoustic source in a plate using uniform linear array beamforming and T-shaped sensor clusters. This technique requires neither the properties of the plate material nor a dense array of sensors to find the direction of arrival of the acoustic source. It functions by placing four sensors in a cluster in the shape of the letter “‘T” over a small region of the plate. Uniform linear array beamforming-based source localization is carried out by the constructive interference of different sensor signals. However, this approach has the disadvantage of a very low resolution when the direction of arrival approaches certain values. The L-shaped sensor clusters use the information from the time difference of arrival between the sensors to estimate the direction of arrival, which has a high resolution in all directions except for the direction that is very close to vertical to the cluster. In this study, we numerically and experimentally demonstrate that the proposed T-shaped sensor cluster can accurately localize the acoustic source with no blind area. We also detail its superior performance compared to both uniform linear array beamforming and L-shaped clusters. In the experimental investigation, the maximum deviation of impact source localization was reduced significantly, from 54° to 4° for an aluminum plate, and from 42° to 3° for a composite plate. Furthermore, this novel combined sensor array layout requires only a few sensors, which can significantly reduce the cost of structural health monitoring practice.
- Published
- 2021
11. Bistable permanent magnet actuator based on double wing magnetic flux
- Author
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Li Yong, Zhao Yang, and Yunde Shen
- Subjects
0209 industrial biotechnology ,Wing ,Materials science ,Bistability ,Mechanical Engineering ,020208 electrical & electronic engineering ,02 engineering and technology ,Mechanics ,Condensed Matter Physics ,Magnetic flux ,Electronic, Optical and Magnetic Materials ,020901 industrial engineering & automation ,Mechanics of Materials ,Magnet ,0202 electrical engineering, electronic engineering, information engineering ,Electrical and Electronic Engineering ,Actuator - Abstract
This letter presents a bistable permanent magnet actuator, based on double wing magnetic flux (DWMF) formed by the structure of welding sleeve and slotted armature. The double wing magnetic flux consist of high wing magnetic flux (HWMF) and low wing magnetic flux (LWMF), resulting in bistable performance under differentiating control. Parameters improvement around DWMF is analyzed based on modeling, and optimized results for a prototype actuator are obtained. The experimental and simulation results agree well, and show that the prototype actuator can realize bistable performance under the DC step voltage drive, with the holding force of 8.2 N (without current) and the restoring force of −31.7 N (with negative current), the dynamic results show that the displacement response time within 8 mm is 28 ms, of which the actuation time is 16.5 ms, the transient maximum power consumption of the restoring period is 18 W.
- Published
- 2021
12. Force characteristic of a magnetic actuator for separable electric connector based on conical airgap
- Author
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Yong Li, Taihong Cheng, Dongji Xuan, and Yunde Shen
- Subjects
Mechanical engineering and machinery ,TJ1-1570 - Abstract
This article presents a magnetic actuator for use in a separable electric connector based on conical airgap. The magnetic flux lines in conical airgap are almost vertical to the edge face of the yoke and armature, showing that the actual flux length in conical airgap is smaller than the axial stroke, which reduces magnetic reluctance over large stroke. Parameter improvement is analyzed based on modeling, and optimal results of the magnetic actuator are adopted to improve the rate of force to volume. The experimental results show that there is friction force of 10–12 N existing in the moving armature of the prototype, and the nominal value is in accordance with the simulation one. The results show that the design of conical airgap in the magnetic actuator is available to improve the initial force and reliability of the separating process and has the advantages of compact structure, short transmission, high reliability, large force with 50 N at the initial displacement of 2.5 mm, and fast response with 16.5 ms over the traditional actuator.
- Published
- 2015
- Full Text
- View/download PDF
13. A novel crack localization method for beam structures using piezoelectric sensors
- Author
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Gyuhae Park, Qiang Gao, Yunde Shen, Yeseul Kong, and Jun Young Jeon
- Subjects
Lamb waves ,Materials science ,Field (physics) ,Piezoelectric sensor ,Surface wave ,Acoustics ,Perpendicular ,Physics::Atomic Physics ,Structural health monitoring ,Actuator ,Beam (structure) - Abstract
Lamb waves have the advantages of long propagation distance and low power loss, which are widely used in the field of structural health monitoring. However, the Lamb waves generated by conventional methods usually contain various modes, and the multi-modes Lamb waves always cause troubles for damage detection and localization. This research proposes a novel single-A0 mode Lamb wave generation technique: the actuator is attached on the side face of the beam structure, and the sensor is attached on the top or bottom surface, which is perpendicular to the side face, so the single-A0 mode Lamb wave can be generated. Due to the mode conversion effect of Lamb wave when it passes through a crack, the existence of crack can be determined by checking the existence of S0 mode. In addition, the location of the crack can also be localized accurately using the proposed algorithm. Numerical and experimental investigations are carried out to demonstrate the performance of the proposed method.
- Published
- 2021
14. Source localization using beamforming and double L-shape sensors arrays
- Author
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Gyuhae Park, Jun Young Jeon, Qiang Gao, and Yunde Shen
- Subjects
Beamforming ,Sensor array ,Computer science ,Phased array ,Acoustics ,Reliability (computer networking) ,Direction of arrival ,Location awareness ,Structural health monitoring ,Multilateration ,computer.software_genre ,computer - Abstract
Beamforming or phased array is widely used in structural health monitoring (SHM) systems for source localization. This localization is achieved by the constructive interference of signals measured by sensors in different positions. The uniform linear array (ULA) is one of the most commonly used beamforming array layouts due to its low complexity and high reliability. Unfortunately, ULA has the disadvantage of very low resolution when the direction of arrival (DOA) approaches certain directions. In order to overcome this problem, the double L-shape array is employed by adding only one sensor to the ULA. This sensor array uses the time difference of arrival information to estimate the DOA, which has high resolution in all directions except for the direction very close to vertical. Due to the blind area of the ULA beamforming and double L-shape sensors array, we combine the two methods and proposes a novel combined sensor array configuration which has no blind area at all. In addition, this novel combined sensor array layout uses a fewer number of sensors, which can reduce the cost of SHM practice significantly. Several numerical investigations are carried out to demonstrate the performance of the proposed sensor array.
- Published
- 2021
15. Flow Analysis of Fresh Vegetable Box Based on Multiporosity Material
- Author
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Yu-Zhou Lou, YunDe Shen, HaiDong Qian, Bin Sun, ZhenZhe Li, and KaiBin Cao
- Published
- 2012
16. Modeling and Control of a Flywheel Energy Storage System Using Active Magnetic Bearing for Vehicle
- Author
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Ming Ren, ZhenZhe Li, YunDe Shen, and Kenzo Nonami
- Subjects
business.product_category ,Electromagnet ,Computer science ,Magnetic bearing ,Gyroscope ,Automotive engineering ,Flywheel ,law.invention ,Vibration ,law ,Control theory ,Electric vehicle ,business ,Magnetic levitation ,Machine control - Published
- 2009
17. Analysis on Dynamic Eddy Loss of a Low-power Proportional Solenoid
- Author
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Yong, Li, primary, Zhenzhe, Li, additional, Yunde, Shen, additional, and Ming, Ren, additional
- Published
- 2011
- Full Text
- View/download PDF
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