30 results on '"Nan, Jin"'
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2. Combination of Transcriptomics and Metabolomics Analyses Provides Insights into the Mechanisms of Growth Differences in Spotted Seabass (Lateolabrax maculatus) Fed a Low-Phosphorus Diet
- Author
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Nan Jin, Ling Wang, Kai Song, Kangle Lu, Xueshan Li, and Chunxiao Zhang
- Subjects
Lateolabrax maculatus ,RNA-seq ,metabolomics ,growth ,Microbiology ,QR1-502 - Abstract
To analyze the potential mechanisms of growth differences in spotted seabass (Lateolabrax maculatus) fed a low-phosphorus diet, a total of 150 spotted seabass with an initial body weight of 4.49 ± 0.01 g were used (50 fish per tank) and fed a low-phosphorus diet for eight weeks. At the end of the experiment, five of the heaviest and five of the lightest fish were selected from each tank as fast-growing spotted seabass (FG) and slow-growing spotted seabass (SG), respectively, and their livers were analyzed by metabolomics and transcriptomics. The hepatic antioxidant capacity of the FG fed a low-phosphorus diet was significantly higher than that of the SG. A total of 431 differentially expressed genes (DEGs) were determined in the two groups, and most of the DEGs were involved in metabolism-related pathways such as steroid biosynthesis, glycolysis/gluconeogenesis, and protein digestion and absorption. Substance transport-related regulators and transporters were predominantly up-regulated. Furthermore, a large number of metabolites in the liver of FG were significantly up-regulated, especially amino acids, decanoyl-L-carnitine and dehydroepiandrosterone. The integration analysis of differential metabolites and genes further revealed that the interaction between protein digestion and absorption, as well as phenylalanine metabolism pathways were significantly increased in the liver of FG compared to those of the SG. In general, FG fed a low-phosphorus diet induced an enhancement in hepatic immune response, substance transport, and amino acid metabolism. This study provides new information on genetic mechanisms and regulatory pathways underlying differential growth rate and provides a basis for the foundation of efficient utilization of low-phosphorus diets and selective breeding programs for spotted seabass.
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- 2024
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3. FE Model Updating of Continuous Beam Bridge Based on Response Surface Method
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Fang Dong, Zhongqi Shi, Rumian Zhong, and Nan Jin
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continuous beam bridge ,third-order response surface method ,FE model updating ,ambient vibration testing ,damage ,Building construction ,TH1-9745 - Abstract
In this paper, A high-order response surface method is proposed for finite element model updating of continuous beam bridges. Firstly, based on visual inspection and environmental vibration testing, the peak picking (PP) method and random subspace identification (SSI) method are used to identify the dynamic characteristic parameters of the structure. Then, the finite element model of the continuous beam bridge is updated based on the third-order response surface method. It can be concluded that the results of the updated finite element model are in good agreement with the test results, and the maximum error between the calculated and measured frequency is less than 3%, with MAC values greater than 85%. Moreover, the updated finite element model can reflect the current situation of real bridges and serve as the basis for bridge health monitoring, damage detection, and safety assessment.
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- 2024
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4. Subspace Identification of Bridge Frequencies Based on the Dimensionless Response of a Two-Axle Vehicle
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Yixin Quan, Qing Zeng, Nan Jin, Yipeng Zhu, and Chengyin Liu
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bridge frequency identification ,vehicle scanning method ,subspace identification method ,vehicle–bridge interaction analysis ,dimensionless parameter analysis ,Chemical technology ,TP1-1185 - Abstract
As an essential reference to bridge dynamic characteristics, the identification of bridge frequencies has far-reaching consequences for the health monitoring and damage evaluation of bridges. This study proposes a uniform scheme to identify bridge frequencies with two different subspace-based methodologies, i.e., an improved Short-Time Stochastic Subspace Identification (ST-SSI) method and an improved Multivariable Output Error State Space (MOESP) method, by simply adjusting the signal inputs. One of the key features of the proposed scheme is the dimensionless description of the vehicle–bridge interaction system and the employment of the dimensionless response of a two-axle vehicle as the state input, which enhances the robustness of the vehicle properties and speed. Additionally, it establishes the equation of the vehicle biaxial response difference considering the time shift between the front and the rear wheels, theoretically eliminating the road roughness information in the state equation and output signal effectively. The numerical examples discuss the effects of vehicle speeds, road roughness conditions, and ongoing traffic on the bridge identification. According to the dimensionless speed parameter Sv1 of the vehicle, the ST-SSI (Sv1 < 0.1) or MOESP (Sv1 ≥ 0.1) algorithm is applied to extract the frequencies of a simply supported bridge from the dimensionless response of a two-axle vehicle on a single passage. In addition, the proposed methodology is applied to two types of long-span complex bridges. The results show that the proposed approaches exhibit good performance in identifying multi-order frequencies of the bridges, even considering high vehicle speeds, high levels of road surface roughness, and random traffic flows.
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- 2024
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5. Fabrication of Antibacterial Sponge Microneedles for Sampling Skin Interstitial Fluid
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Jianmin Chen, Xiaozhen Cai, Wenqin Zhang, Danhong Zhu, Zhipeng Ruan, and Nan Jin
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microneedles ,antibacterial activity ,silver nanoparticles ,ISF sampling ,medical devices ,Pharmacy and materia medica ,RS1-441 - Abstract
Microneedles (MNs) have recently garnered extensive interest concerning direct interstitial fluid (ISF) extraction or their integration into medical devices for continuous biomarker monitoring, owing to their advantages of painlessness, minimal invasiveness, and ease of use. However, micropores created by MN insertion may provide pathways for bacterial infiltration into the skin, causing local or systemic infection, especially with long-term in situ monitoring. To address this, we developed a novel antibacterial sponge MNs (SMNs@PDA-AgNPs) by depositing silver nanoparticles (AgNPs) on polydopamine (PDA)-coated SMNs. The physicochemical properties of SMNs@PDA-AgNPs were characterized regarding morphology, composition, mechanical strength, and liquid absorption capacity. The antibacterial effects were evaluated and optimized through agar diffusion assays in vitro. Wound healing and bacterial inhibition were further examined in vivo during MN application. Finally, the ISF sampling ability and biosafety of SMNs@PDA-AgNPs were assessed in vivo. The results demonstrate that antibacterial SMNs enable direct ISF extraction while preventing infection risks. SMNs@PDA-AgNPs could potentially be used for direct sampling or combined with medical devices for real-time diagnosis and management of chronic diseases.
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- 2023
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6. Peak Stress Method-Based Fatigue Predictions for Steel Crane Girder Variable-Section Supports
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Xiaoqing Zhao, Kuntao Xing, and Nan Jin
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peak stress method ,fatigue assessments ,variable-section support ,steel crane girders ,Building construction ,TH1-9745 - Abstract
Engineering applications have shown that variable-section supports of steel crane girders are prone to fatigue fracture, and traditional fatigue prediction experience is not applicable to these types of supports due to the complex internal stresses caused by their unique geometries. In this paper, a new fatigue prediction approach was proposed for variable-section supports of steel crane girders based on the peak stress method; this approach can locate the fatigue initiation sites and predict the fatigue lives of variable-section supports under axial and bending loading. Then, some constant-amplitude fatigue test results were presented for typical variable-section supports of steel crane girders. A comparison was made between the experimental results and theoretical estimations using the peak stress method. The results indicated that the peak stress method is appropriate to estimate fatigue life up to crack initiation in variable-section supports of steel crane girders subjected to axial and bending loads.
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- 2022
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7. Design Consideration of Bidirectional Wireless Power Transfer and Full-Duplex Communication System via a Shared Inductive Channel
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Jie Wu, Weihao Kong, Pengfei Gao, Nan Jin, Jitao Zhang, Jiagui Tao, and Václav Snášel
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bidirectional power transmission ,crosstalk ,FSK ,full-duplex information transfer ,information transfer channel gain ,SWIPT ,Technology - Abstract
Communication between the primary and secondary sides is pivotal to the wireless power transfer (WPT) system. The system control commands and feedback information need simultaneous wireless information and power transfer (SWIPT). In this paper, a FSK-based SWIPT system with full-duplex communication via a shared channel is provided. Considering the complexity of the coupling relationship in this kind of full-duplex SWIPT system, this paper proposes an analysis method based on the transmission channel, studies the crosstalk between the power channel and the information channel, and between the forward and reverse transfer of information. A design method of full-duplex communication SWIPT system based on shared coupling channels is provided. A 60 W SWIPT prototype with a full-duplex communication rate of 20 kbps is built to verify the proposed method.
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- 2021
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8. Model Predictive Control for Virtual Synchronous Generator with Improved Vector Selection and Reconstructed Current
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Nan Jin, Chao Pan, Yanyan Li, Shiyang Hu, and Jie Fang
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virtual synchronous generator ,model predictive control ,current reconstruction ,voltage vector ,Technology - Abstract
Due to the large-scale renewable energy connected to the power grid by power electronic converters, the inertia and stability of the power grid is declining. In order to improve the inertia and support the grid recovery, the three-phase converter works as a virtual synchronous generator (VSG) to respond to the frequency and voltage changes of the power grid. This paper proposes a model predictive control for the virtual synchronous generator (MPC-VSG) strategy, which can automatically control the converter output power with the grid frequency and voltage changes. Further consideration of fault-tolerant ability and reliability, the method based on improved voltage vector selection, and reconstructed current is used for MPC-VSG to ensure continuous operation for three-phase converters that have current-sensor faults, and improve the reconstruction precision. The proposed method can respond to the frequency and voltage changes of the power grid and has fault-tolerant ability, which is easy to realize without pulse width modulation (PWM) and a proportional-integral (PI) controller. The effectiveness of the proposed control strategy is verified by experiment.
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- 2020
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9. A Robust Method of Eye Torsion Measurement for Medical Applications
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Nan Jin, Sébastien Mavromatis, Jean Sequeira, and Stéphane Curcio
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eye tracking ,torsional eye movement ,balance disorders ,Information technology ,T58.5-58.64 - Abstract
The detection of eye torsion is an important element for diagnosis of balance disorders, although it is rarely available in existing eye tracking systems. A novel method is proposed in this paper to provide robust measurement of torsional eye movements. A numerical approach is presented to estimate the iris boundary only according to the gaze direction, so the segmentation of the iris is more robust against occlusions and ambiguities. The perspective distortion of the iris pattern at eccentric eye positions is also corrected, benefiting from the transformation relation that is established for the iris estimation. The angle of the eye torsion is next measured on the unrolled iris patterns via a TM (Template Matching) technique. The principle of the proposed method is validated and its robustness in practice is assessed. A very low mean FPR (False Positive Rate) is reported (i.e., 3.3%) in a gaze test when testing on five participants with very different eye morphologies. The present method always gave correct measurement on the iris patterns with simulated eye torsions and rarely provided mistaken detections in the absence of eye torsion in practical conditions. Therefore, it shows a good potential to be further applied in medical applications.
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- 2020
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10. A Dual-Vector Modulated Model Predictive Control Method for Voltage Source Inverters with a New Duty Cycle Calculation Method
- Author
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Lingzhi Cao, Yanyan Li, Xiaoying Li, Leilei Guo, Nan Jin, and Hong Cao
- Subjects
model predictive control ,dual-vector ,duty cycle ,theoretical analysis ,Technology - Abstract
Recently, model predictive control (MPC) methods have been widely used to achieve the control of two-level voltage source inverters due to their superiorities. However, only one of the eight basic voltage vectors is applied in every control cycle in the conventional MPC system, resulting in large current ripples and distortions. To address this issue, a dual-vector modulated MPC method is presented, where two voltage vectors are selected and utilized to control the voltage source inverter in every control cycle. The duty cycle of each voltage vector is figured out according to the hypothesis that it is inversely proportional to the square root of its corresponding cost function value, which is the first contribution of this paper. The effectiveness of this assumption is verified for the first time by a detailed theoretical analysis shown in this paper based on the geometrical relationship of the voltage vectors, which is another contribution of this paper. Moreover, further theoretical analysis shows that the proposed dual-vector modulated MPC method can also be extended to control other types of inverters, such as three-phase four-switch inverters. Detailed experimental results validate the effectiveness of the presented strategy.
- Published
- 2020
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11. Dual-Frequency Output of Wireless Power Transfer System with Single Inverter Using Improved Differential Evolution Algorithm
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Jie Wu, Lizhong Bie, Nan Jin, Leilei Guo, Jitao Zhang, Jiagui Tao, and Václav Snášel
- Subjects
differential evolution ,dual-frequency ,programmed harmonic modulation ,single inverter ,wireless power transfer ,Technology - Abstract
In wireless charging devices, a transmitter that applies a single inverter to output dual-frequency can effectively solve the charging incompatibility problem caused by different wireless charging standards and reduce the equipment volume. However, it is very difficult to solve the switching angle of the modulated dual-frequency waveform, which involves non-linear high-dimensional multi-objective optimization with multiple constraints. In this paper, an improved differential evolution (DE) algorithm is proposed to solve the transcendental equations of switching angle trains of dual-frequency programmed harmonic modulation (PHM) waveform. The proposed algorithm maintains diversity while preserving the elites and improves the convergence speed of the solution. The advantage of the proposed algorithm was verified by comparing with non-dominated sorting genetic algorithm II (NSGA II) and multi-objective particle swarm optimization (MOPSO). The simulation and experimental results validate that the proposed method can output dual-frequency with a single inverter for wireless power transfer (WPT).
- Published
- 2020
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12. An Alterable Structure Power Router with General AC and DC Port for Microgrid Applications
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Gang Yao, Tao Zhang, Lidan Zhou, Qiang Li, and Nan Jin
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microgrid ,renewable energy ,alterable structure power router ,general AC and DC port ,plug-and-play ,bidirectional power flow ,Technology - Abstract
This paper proposes an alterable structure power router (PR) topology which shares the ability of general Alternating Current (AC) and Direct Current (DC) port. This alterable structure PR aims to better implement the interconnections among micro-grids, renewable energy, and traditional grids. The PR’s converter structure is alterable according to the system power. Based on the operation analysis of the PR, the mathematic model of the power router is established and the relationship between switch states and port voltage is analyzed. According to the PR mathematical model, the control method is designed to realize current control in both AC and DC mode. With the proposed power router topology, the PR’s port can be used in both AC and DC situations, which saves the cost of traditional PRs and increases economic efficiency. The simulation and experimental results prove the good steady-state and dynamic performance of the proposed power router topology.
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- 2019
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13. Distance-Decay Effect in Probabilistic Time Geography for Random Encounter
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Zhang-Cai Yin, Zhang-Hao-Nan Jin, Shen Ying, Hui Liu, San-Juan Li, and Jia-Qiang Xiao
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time geography ,distance-decay coefficient ,space-time interaction ,movement ecology ,encounter probability ,Geography (General) ,G1-922 - Abstract
Probabilistic time geography uses a fixed distance threshold for the definition of the encounter events of moving objects. However, because of the distance-decay effect, different distances within the fixed threshold ensure that the encounter events do not always have the same possibility, and, therefore, the quantitative probabilistic time geography analysis needs to consider the actual distance-decay coefficient (DDC). Thus, this paper introduces the DDC and proposes a new encounter probability measure model that takes into account the distance-decay effect. Given two positions of a pair of moving objects, the traditional encounter probability model is that if the distance between the two positions does not exceed a given threshold, the encounter event may occur, and its probability is equal to the product of the probabilities of the two moving objects in their respective positions. Furthermore, the probability of the encounter at two given positions is multiplied by the DDC in the proposed model, in order to express the influence of the distance-decay effect on the encounter probability. Finally, the validity of the proposed model is verified by an experiment, which uses the tracking data of wild zebras to calculate the encounter probability, and compares it with the former method.
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- 2019
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14. An Analytic Orthotropic Heat Conduction Model for the Stretchable Network Heaters
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He, Zeqing, primary, Shi, Yingli, additional, Nan, Jin, additional, Shen, Zhigang, additional, Zhang, Taihua, additional, and Zhao, Zhao, additional
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- 2022
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15. Probabilistic Model of Random Encounter in Obstacle Space
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Zhang-Cai Yin, Hui Liu, Zhi-Jun Zhang, Zhang-Hao-Nan Jin, San-Juan Li, and Jia-Qiang Xiao
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time geography ,obstacle space ,line-of-sight topographic visual analysis ,mobile agents ,encounter probability ,Geography (General) ,G1-922 - Abstract
Based on probabilistic time-geography, the encounter between two moving objects is random. The quantitative analysis of the probability of encounter needs to consider the actual geographical environment. The existing encounter probability algorithm is based on homogeneous space, ignoring the wide range of obstacles and their impact on encounter events. Based on this, this paper introduces obstacle factors, proposes encounter events that are constrained by obstacles, and constructs a model of the probability of encounters of moving objects based on the influence of obstacles on visual perception with the line-of-sight view analysis principle. In realistic obstacle space, this method provides a quantitative basis for predicting the encountering possibility of two mobile objects and the largest possible encounter location. Finally, the validity of the model is verified by experimental results. The model uses part of the Wuhan digital elevation model (DEM) data to calculate the encounter probability of two moving objects on it, and analyzes the temporal and spatial distribution characteristics of these probabilities.
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- 2019
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16. Constant-Frequency Model Predictive Direct Power Control for Fault-Tolerant Bidirectional Voltage-Source Converter with Balanced Capacitor Voltage
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Shiyang Hu, Guorong Liu, Nan Jin, and Leilei Guo
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bidirectional voltage source converter ,fault-tolerant ,model predictive control ,constant frequency ,three-phase four-switch ,direct power control ,Technology - Abstract
This paper proposes a constant-frequency model predictive direct power control (CF-MPDPC) method for a fault-tolerant bidirectional voltage-source converter (BVSC). The method can enhance the reliability and fault-tolerant operation capability of BVSCs in the condition of bridge-arm fault. Through the analysis of a fault-tolerant three-phase four-switch (TPFS) structure and the voltage vectors in the αβ stationary frame, the predictive power model and DC-link midpoint voltage offset suppression are established. According to model-predictive theory, fault-tolerant TPFS, and multivector control, the CF-MPDPC method for fault-tolerant BVSC is presented. The method realizes direct power control based on three output vectors with constant frequency, which can track the optimal vector more accurately and reduce current harmonics. Furthermore, the balanced control of DC-link capacitor voltages is also achieved by adding the term of DC-link midpoint voltage offset into the cost function. The balanced capacitor voltages protect the converter against the second faults caused by over-voltage operation of electrolytic capacitor. The simulation and experimental results prove that the fault-tolerant BVSC controlled by proposed method can maintain the continuous operation when the switching devices have fault. Low current harmonic content and stable output power exhibit good reliability and dynamic performance of the proposed CF-MPDPC for a fault-tolerant BVSC with a phase fault.
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- 2018
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17. Analysis and Elimination of Dead-Time Effect in Wireless Power Transfer System
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Xin Liu, Tianfeng Wang, Nan Jin, Salman Habib, Muhammad Ali, Xijun Yang, and Houjun Tang
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dead-time effect ,dead-time elimination ,dual active bridges (DAB) ,phase control (PC) ,wireless power transfer (WPT) ,Technology - Abstract
Dead time between the complementary driving signals is needed to avoid short circuit in voltage source inverters (VSIs), however, this raises issues such as voltage distortion and harmonic generation. In wireless power transfer (WPT) systems, the ratio of dead time versus operating period becomes more problematic due to the high frequency, where the dead time can cause serious concerns regarding the phase errors and control performance deterioration. Therefore, this paper presents a comprehensive analysis of the dead-time effect for WPT systems based on a series–series (SS) topology. Firstly, it is found that voltage distortion appears in two regions in comparison with the three in one active bridge WPT system, and seven regions, as compared to the eight in dual active bridge (DAB) WPT system. Afterwards, a novel pulse width modulation (PWM) method is proposed, where the driving signals of the same phase leg are no longer complementary to each other. By employing the proposed method, the dead-time effect can be addressed up to a certain extent, and the desired voltage can be obtained in all the regions. In addition, the proposed method is not influenced by the system parameters, and can be easily applied to other high-frequency resonant converters. Simulated and experimental results are added to verify the feasibility and efficacy of the proposed control scheme.
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- 2018
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18. Thermal Management of Serpentine Flexible Heater Based on the Orthotropic Heat Conduction Model
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Zhao, Zhao, primary, Nan, Jin, additional, and Li, Min, additional
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- 2022
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19. Real-Time Tracking of Time-Varying Cable Frequency Based on a Time-Domain Signal Processing Method
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Zhongqi Shi, Rumian Zhong, and Nan Jin
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Renewable Energy, Sustainability and the Environment ,Geography, Planning and Development ,Building and Construction ,Management, Monitoring, Policy and Law - Abstract
In this paper, a time-domain signal processing method is proposed to extract the real-time time-varying cable frequency. The proposed conjugate-pair decomposition (CPD) method uses empirical mode decomposition (EMD) to obtain intrinsic mode functions (IMFs), and then the instantaneous frequency can be extracted by post-processing the conjugate-pair of IMFs. Several numerical simulations and a composite cable-stayed bridge experiment are used to validate the accuracy and capability of the proposed method for tracking time-varying cable frequency. Moreover, the proposed method may be further used to assess cable fatigue damage.
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- 2023
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20. Analysis and Design of a Wireless Power Transfer System with Dual Active Bridges
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Xin Liu, Tianfeng Wang, Xijun Yang, Nan Jin, and Houjun Tang
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dual active bridges ,parameter estimation ,Multiple Degrees of Phase Control (MDPC) ,synchronization ,Wireless Power Transfer (WPT) ,Technology - Abstract
Nowadays, work on Wireless Power Transfer (WPT) systems with dual active bridges is attracting great attention due to their low conduction losses, power regulation, load transformation and reactance compensation. However, in these studies limitations such as overall analysis, design and realization techniques of the system were not considered properly. To address the aforementioned issues, this paper presents a detailed analysis, design and realization of a Series-Series (SS) WPT system with dual active bridges, which will improve the overall performance. Three independent Phase Angles (PAs) have been analyzed and designed in this study, one PA on the primary side and the other two PAs on the secondary side. This Multiple Degrees of Phase Control (MDPC) method can achieve additional reactance compensation, load transformation and output regulation simultaneously. To realize the proposed method in practice, key implementation techniques have been investigated in detail, including additional reactance estimation, mutual inductance estimation, phase detection and synchronization. The feasibility and effectiveness of the proposed system is verified through simulation and experimental results.
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- 2017
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21. Model Predictive Direct Power Control for Nonredundant Fault Tolerant Grid-Connected Bidirectional Voltage Source Converter
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Nan Jin, Leilei Guo, and Gang Yao
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bidirectional voltage source converter ,model predictive control ,three-phase four-switch ,fault tolerant ,open circuits faults ,Technology - Abstract
This paper proposes a model predictive direct power control scheme for nonredundant fault tolerant grid-connected bidirectional voltage source converter (BVSC) with balanced dc-link split capacitor voltage and high reliability. Based on the operation analysis of fault-tolerant BVSC with phase leg faults, a power predictive model of three-phase four-switch fault-tolerant topology in αβ coordinates is established, and the space voltage vectors with unbalanced dc-link split capacitor voltage are analyzed. According to the power predictive model and cost function, the optimal space voltage vector is selected to achieve a flexible, smooth transition between inverter and rectifier mode with direct power control. Pulse width modulation and phase locked loop are not required in the proposed method. The constraint of dc-link voltage constraint is designed for the cost function to achieve a central point of dc-link voltage offset suppression, which can reduce the risk of electrolytic capacitor failure for over-voltage operation. With the proposed control method, the converter can work continuously in both inverter mode and rectifier mode, even if phase leg faults occur. The simulation and experimental results show good steady-state and dynamic performance of the proposed control scheme to enhance the reliability of bidirectional power conversion.
- Published
- 2017
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22. A Dual-Vector Modulated Model Predictive Control Method for Voltage Source Inverters with a New Duty Cycle Calculation Method
- Author
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Cao Hong, Nan Jin, Lingzhi Cao, Xiaoying Li, Yanyan Li, and Leilei Guo
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Control and Optimization ,Renewable Energy, Sustainability and the Environment ,Computer science ,model predictive control ,lcsh:T ,Energy Engineering and Power Technology ,Value (computer science) ,theoretical analysis ,Function (mathematics) ,lcsh:Technology ,Dual (category theory) ,Model predictive control ,Square root ,Duty cycle ,Control theory ,duty cycle ,dual-vector ,Voltage source ,Electrical and Electronic Engineering ,Engineering (miscellaneous) ,Voltage source inverter ,Energy (miscellaneous) ,Voltage - Abstract
Recently, model predictive control (MPC) methods have been widely used to achieve the control of two-level voltage source inverters due to their superiorities. However, only one of the eight basic voltage vectors is applied in every control cycle in the conventional MPC system, resulting in large current ripples and distortions. To address this issue, a dual-vector modulated MPC method is presented, where two voltage vectors are selected and utilized to control the voltage source inverter in every control cycle. The duty cycle of each voltage vector is figured out according to the hypothesis that it is inversely proportional to the square root of its corresponding cost function value, which is the first contribution of this paper. The effectiveness of this assumption is verified for the first time by a detailed theoretical analysis shown in this paper based on the geometrical relationship of the voltage vectors, which is another contribution of this paper. Moreover, further theoretical analysis shows that the proposed dual-vector modulated MPC method can also be extended to control other types of inverters, such as three-phase four-switch inverters. Detailed experimental results validate the effectiveness of the presented strategy.
- Published
- 2020
23. Balanced Convolutional Neural Networks for Pneumoconiosis Detection
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Biqing Huang, Chaofan Hao, Kun Ba, Huadong Zhang, Nan Jin, Cuijuan Qiu, Qi Zhao, and Xiaoxi Wang
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China ,Computer science ,Health, Toxicology and Mutagenesis ,Machine learning ,computer.software_genre ,Convolutional neural network ,Rapid detection ,Article ,Machine Learning ,balanced training ,convolutional neural networks ,medicine ,Humans ,pneumoconiosis detection ,Interpretability ,High prevalence ,Recall ,Artificial neural network ,business.industry ,Pneumoconiosis ,Public Health, Environmental and Occupational Health ,medicine.disease ,Radiography ,Clinical Practice ,Medicine ,Neural Networks, Computer ,Artificial intelligence ,interpretability ,business ,computer - Abstract
Pneumoconiosis remains one of the most common and harmful occupational diseases in China, leading to huge economic losses to society with its high prevalence and costly treatment. Diagnosis of pneumoconiosis still strongly depends on the experience of radiologists, which affects rapid detection on large populations. Recent research focuses on computer-aided detection based on machine learning. These have achieved high accuracy, among which artificial neural network (ANN) shows excellent performance. However, due to imbalanced samples and lack of interpretability, wide utilization in clinical practice meets difficulty. To address these problems, we first establish a pneumoconiosis radiograph dataset, including both positive and negative samples. Second, deep convolutional diagnosis approaches are compared in pneumoconiosis detection, and a balanced training is adopted to promote recall. Comprehensive experiments conducted on this dataset demonstrate high accuracy (88.6%). Third, we explain diagnosis results by visualizing suspected opacities on pneumoconiosis radiographs, which could provide solid diagnostic reference for surgeons.
- Published
- 2021
- Full Text
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24. Dual-Frequency Output of Wireless Power Transfer System with Single Inverter Using Improved Differential Evolution Algorithm
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Lizhong Bie, Nan Jin, Jitao Zhang, Jiagui Tao, Leilei Guo, Jie Wu, and Vaclav Snasel
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Control and Optimization ,Computer science ,020209 energy ,programmed harmonic modulation ,wireless power transfer ,Energy Engineering and Power Technology ,dual-frequency ,02 engineering and technology ,lcsh:Technology ,Control theory ,Genetic algorithm ,0202 electrical engineering, electronic engineering, information engineering ,Wireless ,Waveform ,single inverter ,Wireless power transfer ,Electrical and Electronic Engineering ,Engineering (miscellaneous) ,differential evolution ,lcsh:T ,Renewable Energy, Sustainability and the Environment ,business.industry ,020208 electrical & electronic engineering ,Transmitter ,Particle swarm optimization ,differential evolution ,Harmonic ,Inverter ,business ,Energy (miscellaneous) - Abstract
In wireless charging devices, a transmitter that applies a single inverter to output dual-frequency can effectively solve the charging incompatibility problem caused by different wireless charging standards and reduce the equipment volume. However, it is very difficult to solve the switching angle of the modulated dual-frequency waveform, which involves non-linear high-dimensional multi-objective optimization with multiple constraints. In this paper, an improved differential evolution (DE) algorithm is proposed to solve the transcendental equations of switching angle trains of dual-frequency programmed harmonic modulation (PHM) waveform. The proposed algorithm maintains diversity while preserving the elites and improves the convergence speed of the solution. The advantage of the proposed algorithm was verified by comparing with non-dominated sorting genetic algorithm II (NSGA II) and multi-objective particle swarm optimization (MOPSO). The simulation and experimental results validate that the proposed method can output dual-frequency with a single inverter for wireless power transfer (WPT). Web of Science 13 9 art. no. 2209
- Published
- 2020
- Full Text
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25. Analysis and Elimination of Dead-Time Effect in Wireless Power Transfer System
- Author
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Houjun Tang, Nan Jin, Xijun Yang, Xin Liu, Salman Habib, Muhammad Ali, and Wang Tianfeng
- Subjects
Control and Optimization ,Computer science ,020209 energy ,Phase (waves) ,Energy Engineering and Power Technology ,Topology (electrical circuits) ,02 engineering and technology ,lcsh:Technology ,wireless power transfer (WPT) ,Control theory ,0202 electrical engineering, electronic engineering, information engineering ,High harmonic generation ,dead-time effect ,Wireless power transfer ,Voltage source ,Electrical and Electronic Engineering ,Engineering (miscellaneous) ,Renewable Energy, Sustainability and the Environment ,lcsh:T ,020208 electrical & electronic engineering ,Dead time ,phase control (PC) ,dead-time elimination ,Voltage distortion ,Short circuit ,dual active bridges (DAB) ,Pulse-width modulation ,Energy (miscellaneous) ,Voltage - Abstract
Dead time between the complementary driving signals is needed to avoid short circuit in voltage source inverters (VSIs), however, this raises issues such as voltage distortion and harmonic generation. In wireless power transfer (WPT) systems, the ratio of dead time versus operating period becomes more problematic due to the high frequency, where the dead time can cause serious concerns regarding the phase errors and control performance deterioration. Therefore, this paper presents a comprehensive analysis of the dead-time effect for WPT systems based on a series&ndash, series (SS) topology. Firstly, it is found that voltage distortion appears in two regions in comparison with the three in one active bridge WPT system, and seven regions, as compared to the eight in dual active bridge (DAB) WPT system. Afterwards, a novel pulse width modulation (PWM) method is proposed, where the driving signals of the same phase leg are no longer complementary to each other. By employing the proposed method, the dead-time effect can be addressed up to a certain extent, and the desired voltage can be obtained in all the regions. In addition, the proposed method is not influenced by the system parameters, and can be easily applied to other high-frequency resonant converters. Simulated and experimental results are added to verify the feasibility and efficacy of the proposed control scheme.
- Published
- 2018
26. Model Predictive Direct Power Control for Nonredundant Fault Tolerant Grid-Connected Bidirectional Voltage Source Converter
- Author
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Leilei Guo, Nan Jin, and Gang Yao
- Subjects
Engineering ,Control and Optimization ,three-phase four-switch ,model predictive control ,020209 energy ,bidirectional voltage source converter ,Energy Engineering and Power Technology ,02 engineering and technology ,Hardware_PERFORMANCEANDRELIABILITY ,lcsh:Technology ,open circuits faults ,Control theory ,0202 electrical engineering, electronic engineering, information engineering ,Voltage source ,Electrical and Electronic Engineering ,Engineering (miscellaneous) ,fault tolerant ,Renewable Energy, Sustainability and the Environment ,business.industry ,lcsh:T ,020208 electrical & electronic engineering ,Voltage optimisation ,Model predictive control ,Inverter ,Voltage regulation ,business ,Pulse-width modulation ,Energy (miscellaneous) ,Voltage ,Power control - Abstract
This paper proposes a model predictive direct power control scheme for nonredundant fault tolerant grid-connected bidirectional voltage source converter (BVSC) with balanced dc-link split capacitor voltage and high reliability. Based on the operation analysis of fault-tolerant BVSC with phase leg faults, a power predictive model of three-phase four-switch fault-tolerant topology in αβ coordinates is established, and the space voltage vectors with unbalanced dc-link split capacitor voltage are analyzed. According to the power predictive model and cost function, the optimal space voltage vector is selected to achieve a flexible, smooth transition between inverter and rectifier mode with direct power control. Pulse width modulation and phase locked loop are not required in the proposed method. The constraint of dc-link voltage constraint is designed for the cost function to achieve a central point of dc-link voltage offset suppression, which can reduce the risk of electrolytic capacitor failure for over-voltage operation. With the proposed control method, the converter can work continuously in both inverter mode and rectifier mode, even if phase leg faults occur. The simulation and experimental results show good steady-state and dynamic performance of the proposed control scheme to enhance the reliability of bidirectional power conversion.
- Published
- 2017
27. Distance-Decay Effect in Probabilistic Time Geography for Random Encounter
- Author
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Yin Zhangcai, Liu Hui, Xiao Jiaqiang, Zhang-Hao-Nan Jin, Shen Ying, and Li Sanjuan
- Subjects
Computer science ,Geography, Planning and Development ,0211 other engineering and technologies ,0507 social and economic geography ,lcsh:G1-922 ,Time geography ,02 engineering and technology ,encounter probability ,Earth and Planetary Sciences (miscellaneous) ,Tracking data ,Computers in Earth Sciences ,Probability measure ,Event (probability theory) ,Distance decay ,space-time interaction ,05 social sciences ,Probabilistic logic ,021107 urban & regional planning ,Probability model ,Product (mathematics) ,time geography ,distance-decay coefficient ,movement ecology ,050703 geography ,Algorithm ,lcsh:Geography (General) - Abstract
Probabilistic time geography uses a fixed distance threshold for the definition of the encounter events of moving objects. However, because of the distance-decay effect, different distances within the fixed threshold ensure that the encounter events do not always have the same possibility, and, therefore, the quantitative probabilistic time geography analysis needs to consider the actual distance-decay coefficient (DDC). Thus, this paper introduces the DDC and proposes a new encounter probability measure model that takes into account the distance-decay effect. Given two positions of a pair of moving objects, the traditional encounter probability model is that if the distance between the two positions does not exceed a given threshold, the encounter event may occur, and its probability is equal to the product of the probabilities of the two moving objects in their respective positions. Furthermore, the probability of the encounter at two given positions is multiplied by the DDC in the proposed model, in order to express the influence of the distance-decay effect on the encounter probability. Finally, the validity of the proposed model is verified by an experiment, which uses the tracking data of wild zebras to calculate the encounter probability, and compares it with the former method.
- Published
- 2019
- Full Text
- View/download PDF
28. Probabilistic Model of Random Encounter in Obstacle Space
- Author
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Xiao Jiaqiang, Liu Hui, Zhi-Jun Zhang, Yin Zhangcai, Zhang-Hao-Nan Jin, and Li Sanjuan
- Subjects
Visual perception ,Computer science ,Geography, Planning and Development ,0211 other engineering and technologies ,0507 social and economic geography ,lcsh:G1-922 ,Time geography ,02 engineering and technology ,Space (commercial competition) ,computer.software_genre ,encounter probability ,Earth and Planetary Sciences (miscellaneous) ,Range (statistics) ,Computers in Earth Sciences ,021101 geological & geomatics engineering ,Basis (linear algebra) ,line-of-sight topographic visual analysis ,05 social sciences ,Probabilistic logic ,obstacle space ,Statistical model ,Obstacle ,time geography ,Data mining ,mobile agents ,050703 geography ,computer ,lcsh:Geography (General) - Abstract
Based on probabilistic time-geography, the encounter between two moving objects is random. The quantitative analysis of the probability of encounter needs to consider the actual geographical environment. The existing encounter probability algorithm is based on homogeneous space, ignoring the wide range of obstacles and their impact on encounter events. Based on this, this paper introduces obstacle factors, proposes encounter events that are constrained by obstacles, and constructs a model of the probability of encounters of moving objects based on the influence of obstacles on visual perception with the line-of-sight view analysis principle. In realistic obstacle space, this method provides a quantitative basis for predicting the encountering possibility of two mobile objects and the largest possible encounter location. Finally, the validity of the model is verified by experimental results. The model uses part of the Wuhan digital elevation model (DEM) data to calculate the encounter probability of two moving objects on it, and analyzes the temporal and spatial distribution characteristics of these probabilities.
- Published
- 2019
- Full Text
- View/download PDF
29. Wireless Power Transfer for Battery Powering System
- Author
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Xin Liu, Wang Tianfeng, Muhammad Ali, Houjun Tang, Nan Jin, and Xijun Yang
- Subjects
Battery (electricity) ,Computer Networks and Communications ,Computer science ,voltage boost ,lcsh:TK7800-8360 ,wireless power transfer ,soft switching ,Topology (electrical circuits) ,02 engineering and technology ,LC circuit ,law.invention ,law ,0202 electrical engineering, electronic engineering, information engineering ,Wireless power transfer ,Electrical and Electronic Engineering ,semi-active bridge ,business.industry ,lcsh:Electronics ,020208 electrical & electronic engineering ,Electrical engineering ,Battery (vacuum tube) ,020206 networking & telecommunications ,current-fed inverter ,LCL-S topology ,Capacitor ,Hardware and Architecture ,Control and Systems Engineering ,Electromagnetic coil ,Signal Processing ,Inverter ,Voltage regulation ,business ,Voltage - Abstract
The LCL topology (formed by an LC tank with a transmitting coil) is extensively utilized in wireless power transfer (WPT) systems with the features of a constant resonant current and ability to disconnect load abruptly. However, it requires high input voltage, which limits its utilization in battery powering scenarios (12~24 V). A current-fed inverter (CFI) is applied to the LCL-S (a compensation capacitor in series with the receiving coil) WPT systems to boost the input voltage, thereby getting a higher resonant current in the transmitting side (Tx). To facilitate the voltage regulation in the receiving side (Rx), a semi-active bridge (SAB) is introduced into the system, which further boosts the output voltage by a lower frequency switching at different duty ratios. Rigorous mathematical analysis of the proposed system is carried out and design guidelines are subsequently derived. Moreover, a power loss reduction is realized by zero voltage switch (ZVS) of the four switches in the Tx which are deduced and presented. Simulations and experiments are added to verify the proposed system. Consequently, a 93.3% system efficiency (DC-to-DC efficiency) is obtained using the proposed topology. Optimization techniques for a higher efficiency are included in this study.
- Published
- 2018
- Full Text
- View/download PDF
30. Knockdown of ELMO3 Suppresses Growth, Invasion and Metastasis of Colorectal Cancer
- Author
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Peng, Hui-Yun, primary, Yu, Qiong-Fang, additional, Shen, Wei, additional, Guo, Cheng-Ming, additional, Li, Zhen, additional, Zhou, Xiao-Yan, additional, Zhou, Nan-Jin, additional, Min, Wei-Ping, additional, and Gao, Dian, additional
- Published
- 2016
- Full Text
- View/download PDF
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