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学者姓名:郑跃胜

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An Improved Artificial Fish Swarm Algorithm for 3D Path Planning of Power Inspection UAVs EI
会议论文 | 2025 , 1287 LNEE , 641-649 | 11th Frontier Academic Forum of Electrical Engineering, FAFEE 2024
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Abstract :

Unmanned Aerial Vehicle (UAV) are increasingly utilized in power line inspection work, the 3D path planning for UAV urgently needs to be addressed. Artificial Fish Swarm Algorithm (AFSA) is one of the most common used methods for the 3D path planning of UAVs, but the problems of rapid convergence and susceptibility to less optimal solutions for AFSA needs to be solved. For this reason, a 3D path planning method for power inspection UAVs based on an Improved Artificial Fish Swarm Algorithm (IAFSA) is proposed in this paper. This algorithm references the metropolis criterion of the Simulated Annealing (SA) algorithm and introduces an anti-Metropolis criterion to escape from less optimal solutions. Firstly, a 3D mountainous terrain model is constructed based on the environment where power inspection UAV perform inspection tasks in mountainous areas. Then, the anti-Metropolis criterion is introduced into AFSA to escape from less optimal solutions. Finally, to satisfy the performance constraints of the UAV, a cubic spline interpolation function is used to smooth the path. Comparative simulation experiments with Particle Swarm Optimization (PSO), SA, and AFSA are carried out. The result shows that IAFSA proposed in this paper not only exhibits superior optimization performance in different terrain environments, but also maintains the rapid convergence and optimization accuracy of AFSA. © Beijing Paike Culture Commu. Co., Ltd. 2025.

Keyword :

Interpolation Interpolation Motion planning Motion planning Particle swarm optimization (PSO) Particle swarm optimization (PSO) Simulated annealing Simulated annealing Unmanned aerial vehicles (UAV) Unmanned aerial vehicles (UAV)

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GB/T 7714 Wu, Wenbin , Chen, Zhuolei , Han, Tengfei et al. An Improved Artificial Fish Swarm Algorithm for 3D Path Planning of Power Inspection UAVs [C] . 2025 : 641-649 .
MLA Wu, Wenbin et al. "An Improved Artificial Fish Swarm Algorithm for 3D Path Planning of Power Inspection UAVs" . (2025) : 641-649 .
APA Wu, Wenbin , Chen, Zhuolei , Han, Tengfei , Ruan, Ying , He, Tongtong , Zheng, Yuesheng . An Improved Artificial Fish Swarm Algorithm for 3D Path Planning of Power Inspection UAVs . (2025) : 641-649 .
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An Improved Artificial Fish Swarm Algorithm for 3D Path Planning of Power Inspection UAVs Scopus
其他 | 2025 , 1287 LNEE , 641-649 | Lecture Notes in Electrical Engineering
Transmission Ampacity Improvement of EHV Submarine Cable EI
会议论文 | 2024 , 1103 LNEE , 387-395 | 4th International Symposium on Insulation and Discharge Computation for Power Equipment, IDCOMPU 2023
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Abstract :

The improvement of the transmission capacity of the line of EHV submarine cable has become urgent issues that need to be addressed. The transmission capacity of the EHV submarine cable is mainly determined by the operating temperature of the submarine cable. Therefore, several cooling schemes are compared to analyze their cooling effect on the cable core temperature in this paper. For the water pipe cooling scheme, the cooling effect is the most significant when the velocity of the cooling water is slower than 0.1 m/s, increasing the number of cooling water pipes can effectively reduce the cable core temperature. For the wind cooling scheme, the cooling effect is the most significant when the velocity of the air is slower than 0.1 m/s, and the cooling effect is more significant with the air velocity. For the backfill soil cooling scheme, the cooling effect is more significant with the thermal conductivity of the backfill soil. © Beijing Paike Culture Commu. Co., Ltd 2024.

Keyword :

Air Air Cooling Cooling Cooling water Cooling water EHV power transmission EHV power transmission Submarines Submarines Thermal conductivity Thermal conductivity Water pipelines Water pipelines

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GB/T 7714 Zhang, Hao , Ma, Guoqing , Li, Pengfei et al. Transmission Ampacity Improvement of EHV Submarine Cable [C] . 2024 : 387-395 .
MLA Zhang, Hao et al. "Transmission Ampacity Improvement of EHV Submarine Cable" . (2024) : 387-395 .
APA Zhang, Hao , Ma, Guoqing , Li, Pengfei , Huang, Youcong , He, Tongtong , Zheng, Yuesheng . Transmission Ampacity Improvement of EHV Submarine Cable . (2024) : 387-395 .
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Transmission Ampacity Improvement of EHV Submarine Cable Scopus
其他 | 2024 , 1103 LNEE , 387-395 | Lecture Notes in Electrical Engineering
Breakdown Characteristics of N2/O2 Mixtures at High Pressures in Alternating Non-Uniform Electric Fields Scopus
其他 | 2024 , 447-450
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Abstract :

Nitrogen/Oxygen (N2/O2) mixtures are with good insulating properties and economic benefits, which are widely used in gas insulation for electric power equipment. The effective ionization coefficient as well as the breakdown voltage of N2/O2 mixture is related to the O2 component ratio. In this paper, the breakdown voltages of N2/O2 mixtures at high pressures in non-uniform electric fields are investigated. The applicability of Paschen's law in N2/O2 mixtures insulation under non-uniform electric fields is analyzed. An empirical formula for the breakdown voltages of N2/O2 mixtures is presented. The effect of the O2 component ratio on the breakdown characteristics at high pressures is also analyzed. When the electric field non-uniformity is high, the enhancement effect by the O2 component ratio on breakdown voltage is more significant. The breakdown voltage fluctuation is related to the O2 component ratio and the non-uniformity of electric field. © 2024 IEEE.

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GB/T 7714 Qi, R. , Zheng, Y. , Wang, Y. . Breakdown Characteristics of N2/O2 Mixtures at High Pressures in Alternating Non-Uniform Electric Fields [未知].
MLA Qi, R. et al. "Breakdown Characteristics of N2/O2 Mixtures at High Pressures in Alternating Non-Uniform Electric Fields" [未知].
APA Qi, R. , Zheng, Y. , Wang, Y. . Breakdown Characteristics of N2/O2 Mixtures at High Pressures in Alternating Non-Uniform Electric Fields [未知].
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Active Noise Control of Power Transformer Based on Time Series Forecasting EI
会议论文 | 2024 , 398 SPP , 413-428 | 5th International Symposium on Plasma and Energy Conversion, iSPEC 2023
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Abstract :

As urbanization accelerates, substations have become a part of residential and downtown areas. The low-frequency noise generated by transformers has increasingly become a major source of complaints from neighboring residents. Due to the long wavelength of low-frequency noise, traditional passive noise reduction technology is bulky, expensive and limited in effectiveness. Active noise control (ANC) has gained attention due to its compact size, light weight, low cost, and excellent ability to reduce low-frequency noise. However, the precision of ANC relies on the control algorithm, and conventional least mean square-based algorithms still face challenges such as sluggish convergence, susceptibility to dispersion, and poor stability. In light of the time-varying characteristics of transformer noise, this paper proposes a machine learning-based algorithm for generating inverse noise waveform through time-series forecasting, and this approach aims to achieve rapid and stable noise reduction. The experimental result shows that the algorithm achieves noise reduction effects of 49.67 dB, and the time used for training and prediction is 1.78 s and 1.64 s, which shows a promising solution for transformer noise reduction. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

Keyword :

Active noise control Active noise control Inverse problems Inverse problems Transformer substations Transformer substations

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GB/T 7714 Lin, Chuanjie , Zhu, Longyang , Lin, Xiaosi et al. Active Noise Control of Power Transformer Based on Time Series Forecasting [C] . 2024 : 413-428 .
MLA Lin, Chuanjie et al. "Active Noise Control of Power Transformer Based on Time Series Forecasting" . (2024) : 413-428 .
APA Lin, Chuanjie , Zhu, Longyang , Lin, Xiaosi , Chen, Yuwei , Chen, Hao , Chen, Hui et al. Active Noise Control of Power Transformer Based on Time Series Forecasting . (2024) : 413-428 .
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Active Noise Control of Power Transformer Based on Time Series Forecasting Scopus
其他 | 2024 , 398 SPP , 413-428 | Springer Proceedings in Physics
AC Surface Flashover Voltage Prediction of Epoxy Resin by Tree-Based Model EI
会议论文 | 2024 , 398 SPP , 399-412 | 5th International Symposium on Plasma and Energy Conversion, iSPEC 2023
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Abstract :

AC surface flashover is a prevalent insulation fault in gas-insulated equipment. Given the complex dependency of this fault on various factors and the limitations of destructive experimental methods, this paper proposes the use of tree-based machine learning models as an economical and efficient alternative to obtain the flashover voltage. The analysis concentrates on salient features impacting AC surface flashover, such as electroluminescence (EL), water contact angle (WCA), and percentage of silicon atoms (PSA). The extra trees algorithm was employed and optimized by feature selection. The model, utilizing six features—EL, WCA, PSA, Polished status, Ra, and surface resistivity—yielded excellent performance with MAE, MSE, MAPE, and R2 scores of 0.50, 0.37, 1.47%, and 0.93, respectively. The study highlights the potential of tree-based models in providing insights and prediction of surface flashover voltage for the insulation in gas-insulated equipment. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

Keyword :

Flashover Flashover Prediction models Prediction models Trees (mathematics) Trees (mathematics)

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GB/T 7714 Lin, Chuanjie , Zhu, Longyang , Lin, Xiaosi et al. AC Surface Flashover Voltage Prediction of Epoxy Resin by Tree-Based Model [C] . 2024 : 399-412 .
MLA Lin, Chuanjie et al. "AC Surface Flashover Voltage Prediction of Epoxy Resin by Tree-Based Model" . (2024) : 399-412 .
APA Lin, Chuanjie , Zhu, Longyang , Lin, Xiaosi , Chen, Yuwei , Chen, Hao , Chen, Hui et al. AC Surface Flashover Voltage Prediction of Epoxy Resin by Tree-Based Model . (2024) : 399-412 .
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AC Surface Flashover Voltage Prediction of Epoxy Resin by Tree-Based Model Scopus
其他 | 2024 , 398 SPP , 399-412 | Springer Proceedings in Physics
Fiber-Optic Current Sensing Based on Reflective Polarization-Bias-Added Structure SCIE
期刊论文 | 2024 , 24 (1) , 292-302 | IEEE SENSORS JOURNAL
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Abstract :

Polarimetric fiber-optic current-sensing technology is typically employed for measuring high current, as the low Verdet constant of optical fiber makes Faraday rotation not noticeable in low-current measurements and subsequently leads to low current sensitivity. To enhance current sensitivity, a polarimetric method based on a reflective polarization-bias-added (RPBA) structure is presented in this article. First, it is proved by the Jones matrix that current sensitivity would be compromised due to the constant term in the traditional sensing output. Then, the single-axis measurement method is employed to eliminate the constant term using the single-axis working (SAW) circulator. In consideration of the accuracy of subsequent signal decoding, the bias is generated by the RPBA structure to process optical signals between the circulator and the mirror. Next, a decoding algorithm based on parameter optimization is presented to restore the measured current from the photodetector output. Finally, the experimental results show that the current sensitivity of the presented method can be larger than 0.005 V/A under the premise of small measurement error in the vibration-and-temperature test. Compared with the existing polarimetric methods whose current sensitivity tends to be 0.002 V/A, the presented method has better current sensitivity without incurring additional sensor-head turns or optical devices.

Keyword :

Current sensitivity Current sensitivity decoding algorithm decoding algorithm measurement measurement polarimetric fiber-optic current-sensing technology polarimetric fiber-optic current-sensing technology reflective polarization-bias-added (RPBA) structure reflective polarization-bias-added (RPBA) structure

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GB/T 7714 Jiang, Run , Zheng, Yuesheng . Fiber-Optic Current Sensing Based on Reflective Polarization-Bias-Added Structure [J]. | IEEE SENSORS JOURNAL , 2024 , 24 (1) : 292-302 .
MLA Jiang, Run et al. "Fiber-Optic Current Sensing Based on Reflective Polarization-Bias-Added Structure" . | IEEE SENSORS JOURNAL 24 . 1 (2024) : 292-302 .
APA Jiang, Run , Zheng, Yuesheng . Fiber-Optic Current Sensing Based on Reflective Polarization-Bias-Added Structure . | IEEE SENSORS JOURNAL , 2024 , 24 (1) , 292-302 .
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Fiber-Optic Current Sensing Based on Reflective Polarization-Bias-Added Structure EI
期刊论文 | 2024 , 24 (1) , 292-302 | IEEE Sensors Journal
Fiber-Optic Current Sensing Based on Reflective Polarization-Bias-Added Structure Scopus
期刊论文 | 2024 , 24 (1) , 292-302 | IEEE Sensors Journal
AC Breakdown Characteristics of Hybrid Nitrogen-Barrier Insulation Systems at Different Pressures SCIE
期刊论文 | 2024 , 31 (2) , 1087-1093 | IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
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Abstract :

Breakdown voltage of the nitrogen insulation gap can be increased by inserting a polymer barrier to form a hybrid nitrogen-barrier insulation system. In this article, the effect of barrier position on the breakdown voltage of a hybrid insulation system is investigated at different gas pressures. Reducing the distance from the barrier surface to the rod electrode leads to higher breakdown voltages at gas pressures in the range of 0.1-0.25 MPa. Additionally, the breakdown field strengths of the insulation gaps at different gas pressures are studied. When the barrier is placed near the plate electrode, the breakdown field strength shows a linear increase with increasing gas pressure. Furthermore, the breakdown paths in the hybrid insulation systems can be classified into two types. The breakdown voltages of the two path types are close. A prediction model of the breakdown voltages at different pressures based on the breakdown path is proposed. The proposed model is also suitable for hybrid insulation systems with different size barriers. The barrier with lower relative permittivity and higher resistivity tested in this article has a more significant effect on increasing the breakdown voltage. The influences of the barrier surface charge on the electric field and breakdown processes are also discussed.

Keyword :

Barrier effect Barrier effect breakdown path breakdown path breakdown voltage breakdown voltage gas insulation gas insulation hybrid insulation hybrid insulation

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GB/T 7714 Wang, Yilong , Zheng, Yuesheng . AC Breakdown Characteristics of Hybrid Nitrogen-Barrier Insulation Systems at Different Pressures [J]. | IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION , 2024 , 31 (2) : 1087-1093 .
MLA Wang, Yilong et al. "AC Breakdown Characteristics of Hybrid Nitrogen-Barrier Insulation Systems at Different Pressures" . | IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION 31 . 2 (2024) : 1087-1093 .
APA Wang, Yilong , Zheng, Yuesheng . AC Breakdown Characteristics of Hybrid Nitrogen-Barrier Insulation Systems at Different Pressures . | IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION , 2024 , 31 (2) , 1087-1093 .
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AC Breakdown Characteristics of Hybrid Nitrogen-Barrier Insulation Systems at Different Pressures Scopus
期刊论文 | 2024 , 31 (2) , 1087-1093 | IEEE Transactions on Dielectrics and Electrical Insulation
AC Breakdown Characteristics of Hybrid Nitrogen-Barrier Insulation Systems at Different Pressures EI
期刊论文 | 2024 , 31 (2) , 1087-1093 | IEEE Transactions on Dielectrics and Electrical Insulation
Optical Current Sensing Based on Bias-Added Measurement and Main-Component Reconstruction SCIE
期刊论文 | 2024 , 73 | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
WoS CC Cited Count: 1
Abstract&Keyword Cite Version(2)

Abstract :

Low-current measurement is a challenging task for polarimetric fiber-optic current-sensing (FOCS) systems due to low signal-to-noise ratio (SNR) and sensitivity to current (STC). To tackle the challenges, this article proposes a FOCS approach on bias-added measurement and main-component reconstruction. To enhance STC, the adopted FOCS structure is based on bias-added measurement using a bias-current coil and a single-axis working circulator instead of traditional polarizers. However, the unavoidable noise would decrease the SNR of FOCS output. An algorithm of main-component reconstruction is presented to filter out the noise. The main-component distribution of the FOCS output is analyzed by a feature vector based on the spectral subzones. Using an appropriate threshold, the subzones with prominent features are self-adaptively decomposed to extract the main components by fast matrix decomposition. At last, the main components are adopted to reconstruct the FOCS signal. In comparison with other reflective methods, the experimental data suggest that the STC and SNR of the proposed approach can be increased by 200% and 22%, respectively. The similarity between the expected and reconstructed signals reaches 0.9993 under the premise of a small measurement error.

Keyword :

Bias-added measurement Bias-added measurement Current measurement Current measurement Feature extraction Feature extraction fiber-optic current sensing (FOCS) fiber-optic current sensing (FOCS) main-component reconstruction main-component reconstruction Noise Noise Noise measurement Noise measurement Optical fiber sensors Optical fiber sensors Photodetectors Photodetectors sensitivity to current (STC) sensitivity to current (STC) Sensors Sensors signal-to-noise ratio (SNR) signal-to-noise ratio (SNR)

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GB/T 7714 Jiang, Run , Zheng, Yuesheng , Chen, Duanyu et al. Optical Current Sensing Based on Bias-Added Measurement and Main-Component Reconstruction [J]. | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT , 2024 , 73 .
MLA Jiang, Run et al. "Optical Current Sensing Based on Bias-Added Measurement and Main-Component Reconstruction" . | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 73 (2024) .
APA Jiang, Run , Zheng, Yuesheng , Chen, Duanyu , Zhang, Hao . Optical Current Sensing Based on Bias-Added Measurement and Main-Component Reconstruction . | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT , 2024 , 73 .
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Optical Current Sensing Based on Bias-Added Measurement and Main-Component Reconstruction EI
期刊论文 | 2024 , 73 | IEEE Transactions on Instrumentation and Measurement
Optical Current Sensing Based on Bias-Added Measurement and Main-Component Reconstruction Scopus
期刊论文 | 2024 , 73 , 1-1 | IEEE Transactions on Instrumentation and Measurement
400kV/m高压直流电场对5052铝合金在NaCl溶液中干湿交替加速腐蚀行为的影响
期刊论文 | 2024 , 53 (23) , 141-146 | 热加工工艺
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Abstract :

沿海高温潮湿环境下高压直流电场对 5052 铝合金腐蚀行为的研究尚未见报导.在 400 kV/m直流电场下,对 5052 铝合金进行干湿交替腐蚀试验,试验溶液为 3.5wt%NaCl,12 h为一周期.使用扫描电子显微镜(SEM)、X射线光电子能谱(XPS)、动电位极化曲线(LSV)、交流阻抗谱法(EIS)等评价直流电场对 5052 铝合金腐蚀形貌和腐蚀行为的影响.结果表明:在 400 kV/m电场下,随着干湿交替时间延长,失重增加,失重速率减小,但失重速率均比无电场下相应时间的大.无电场时,先发生由阴极Al-Si和阳极Al构成的表面微电偶腐蚀,随后发生围绕Al-Si相的点蚀,直至出现较大腐蚀坑.Al-Si相促进了铝基体的纵深溶解.在电场作用下,腐蚀电位降低,腐蚀电流提高,钝化膜和基体构成大阴极-小阳极的电偶腐蚀,促进腐蚀.整个过程为钝化-钝化膜破裂-电偶腐蚀-剥落,与无电场的腐蚀有很大差异.

Keyword :

干湿交替腐蚀 干湿交替腐蚀 铝合金 铝合金 高压直流电场 高压直流电场

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GB/T 7714 林德源 , 蔡振才 , 沈谢林 et al. 400kV/m高压直流电场对5052铝合金在NaCl溶液中干湿交替加速腐蚀行为的影响 [J]. | 热加工工艺 , 2024 , 53 (23) : 141-146 .
MLA 林德源 et al. "400kV/m高压直流电场对5052铝合金在NaCl溶液中干湿交替加速腐蚀行为的影响" . | 热加工工艺 53 . 23 (2024) : 141-146 .
APA 林德源 , 蔡振才 , 沈谢林 , 夏晓健 , 陈云翔 , 邵艳群 et al. 400kV/m高压直流电场对5052铝合金在NaCl溶液中干湿交替加速腐蚀行为的影响 . | 热加工工艺 , 2024 , 53 (23) , 141-146 .
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400 kV/m高压直流电场对5052铝合金在NaCl溶液中干湿交替加速腐蚀行为的影响
期刊论文 | 2024 , 53 (23) , 141-146 | 热加工工艺
Discharge characteristics and reactive species diagnosis of a He + Ar + O2 plasma jet at atmospheric pressure SCIE
期刊论文 | 2024 , 78 (6) | EUROPEAN PHYSICAL JOURNAL D
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Abstract :

Mixing helium and argon as the working gas of cold plasma jet is expected to combine the merits of He plasma jet and Ar plasma jet and has great potential for medical applications. For this reason, the discharge characteristics and reactive species diagnosis of a He + Ar + O-2 plasma jet were studied in this paper. The result shows that the Penning effect between He and Ar is strongest when the volume fraction of Ar in the working gas is 10%, and the plasma jet propagates the longest distance. A low drive voltage and a wide pulse width will weaken the Penning effect between He and Ar, resulting in a decrease in the ionization efficiency of the plasma jet. Gelatin gel was used as the model human tissue, and the effective treatment area of He + Ar + O-2 plasma jet on the model tissue increases with the volume fraction of Ar in the working gas. When the volume fraction of Ar is 50%, the effective treatment area of He + Ar + O-2 plasma jet is 9 times that of He + O-2 plasma jet, and the surface distribution of reactive oxygen species on the model tissue is almost uniform. Moreover, with the increase of volume fraction of Ar, the influence of the change of the plasma jet treatment angle on the surface distribution of reactive oxygen species is significantly weakened, indicating that He + Ar + O-2 plasma jet can precisely control the reactive species dosage on the living tissue for clinical application.

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GB/T 7714 He, Tongtong , Wang, Yunzheng , Chen, Zeyu et al. Discharge characteristics and reactive species diagnosis of a He + Ar + O2 plasma jet at atmospheric pressure [J]. | EUROPEAN PHYSICAL JOURNAL D , 2024 , 78 (6) .
MLA He, Tongtong et al. "Discharge characteristics and reactive species diagnosis of a He + Ar + O2 plasma jet at atmospheric pressure" . | EUROPEAN PHYSICAL JOURNAL D 78 . 6 (2024) .
APA He, Tongtong , Wang, Yunzheng , Chen, Zeyu , Zheng, Yuesheng . Discharge characteristics and reactive species diagnosis of a He + Ar + O2 plasma jet at atmospheric pressure . | EUROPEAN PHYSICAL JOURNAL D , 2024 , 78 (6) .
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Discharge characteristics and reactive species diagnosis of a He + Ar + O2 plasma jet at atmospheric pressure EI
期刊论文 | 2024 , 78 (6) | European Physical Journal D
Discharge characteristics and reactive species diagnosis of a He + Ar + O2 plasma jet at atmospheric pressure Scopus
期刊论文 | 2024 , 78 (6) | European Physical Journal D
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