武新章教授，博士，博士生导师

邮箱：xwu@gxu.edu.cn

研究方向： 智慧农业

个人简介：

武新章，国家级高层次人才、二级教授、中国-东盟能源学院院长、广西大学科学技术协会副主席、电气工程学院院长、人工智能研究院院长、君武学者特聘教授、博士生导师。美国宾夕法尼亚大学电气工程博士，中国科学技术大学电子工程及信息科学学士、硕士。担任 IEEE PES Motor Subcommittee 副主席，广西电机工程学会副理事长，广西人工智能学会副理事长。曾任美国中佛罗里达大学电气工程教授，校职称评定委员会委员、教师参议院执行委员会议员、广西大学计算机与电子信息学院院长，IEEE Transactions on Industrial Applications 副主编。多次担任国际顶级会议主席、分会主席，主持或参加60多项科研课题，共发表450多篇学术论文，授权30多项专利，指导23名博士研究生完成博士论文，并且开设10多门本科及研究生课程，多次获得各种科研和教学奖励。

科研成果：

武教授在智慧能源和智能制造等领域取得了突出的成绩，特别在大功率高速电机智能化设计、智慧新能源预测与系统优化、多电飞机电作动系统智能优化策略等方面的研究成果达到国际一流水平，取得了重大突破，主要代表性成果如下：（1）在国际上率先提出多场耦合下大功率超高速高功率密度电机系统集成设计方法。在美国工作期间，设计制造了世界上兆瓦级最高转速的航空发电机。回国工作以来，在广西科技创新驱动重大专项及浙江超精电机有限公司的支持下，在高速电主轴、高速航空发电机、飞轮储能电机、力矩电机、高性能直线电机等方面取得突破进展。（2）在国际上系统研究了智慧能源网络优化与安全运行关键技术。在美国工作期间，解决了全电飞机电力系统在高度动态负载情况时安全稳定工作的难题。在光伏、发电智能预测及新能源并网优化等方面取得了开创性成果。回国工作以来，武教授带领团队成员对新型电力系统开展系统性研究，在可再生能源（风光水汐）发电功率智能预测、超高比例新能源馈入下电网拓补形态优化、风光水火储多能互补电站的电能价值智能预测、无人机电力巡检等方面取得了重要成果。

科研项目：

1 工程机械液压电机泵关键技术研究及产业化应用/广西重大专项，广西科技创新驱动重大专项，2023，子课题负责人

2  铝合金零件及组合结构跨尺度加工与智能制造技术研究，广西科技创新驱动重大专项，2024，子课题负责人

3 电动自行车数字化安全高效运行关键技术与产业化应用（厅市会商），广西重点研发计划，2023，课题负责人

4 大功率高速精密电机设计及控制研究，横向科研，2022，课题负责人

5 谷晟7天牧草机器视觉AI检测系统与AI视频创作工具的开发，横向科研，2023，课题负责人

6 新型电力网络优化与安全防护技术，横向科研，2022，课题负责人

代表性论文：

H. Zhang, J. Liu , Z. Jiang ,X. Fan , D. Zhang , W. Li,Chuying Liu, R. Rao,and T. Wu* "Aging Assessment of Insulating Paper Based on Furfural Concentration Prediction in Transformer Oil," in IEEE Transactions on Dielectrics and Electrical Insulation, vol. 31, no. 4, pp. 2226-2234, Aug. 2024, doi: 10.1109/TDEI.2024.3396795.  SCI中科院3区

T. Wu, Z. Li, M. Wang, S. Li, G. Zhang and L. Liu, "A Front-Driven Independent Power Factor Partial Compensation for Decreasing Capacity in Electrified Railway," in IEEE Transactions on Power Electronics, doi: 10.1109/TPEL.2024.3440482.   SCI中科院1区

T. Wu et al., "ISE-YOLO: A Real-Time Infrared Detection Model for Substation Equipment," in IEEE Transactions on Power Delivery, vol. 39, no. 4, pp. 2378-2387, Aug. 2024, doi: 10.1109/TPWRD.2024.3404621.     SCI中科院2区

S. Li , J. Chen , Q. Su , G. Zeng , L. Liu , W. Shi , T. Wu* ,"An Adaptive Eccentricity Correction Method for Arrayed Single‐Axis TMR Current Sensors," IEEJ Transactions on Electrical and Electronic Engineering ( IF 1.0 ) Pub Date : 2024-09-03 , DOI: 10.1002/tee.24182    SCI中科院4区

Z. Jiang, J. Liu, X. Fan, H. Zhang, H. Gong, J. Zhou, Y. Zhang, T. Wu*, "Dielectric Feature Parameters Database Using for Aging State Evaluation of Traction Transformer Insulation at Hotspot Region," in IEEE Transactions on Transportation Electrification, doi: 10.1109/TTE.2024.3422018.    SCI中科院1区

S. Li, Z. Huang, Q. Su, G. Zeng, L. Liu and T. Wu*, "Study of an Optimization Method to Improve the Anti-Magnetic Interference Capability of Differential Magnetoresistance Current Sensor," in IEEE Transactions on Electron Devices, vol. 71, no. 8, pp. 4977-4984, Aug. 2024, doi: 10.1109/TED.2024.3420824.   SCI中科院2区

武新章,樊珂,李深旺,等.TMR传感器阵列抗干扰测量电流新方法[J].传感器与微系统,2024,43(06):113-116.DOI:10.13873/J.1000-9787(2024)06-0113-04.

J. Pei ,Y. Dong , P. Guo ,T. Wu* ,J. Hu ,"A Hybrid Dual Stream ProbSparse Self-Attention Network for spatial–temporal photovoltaic power forecasting,"  Energy, vol. 305, Oct. 2024, pp. 132152.    SCI中科院1区

X. Li ,Y. Cui , and T. Wu *  "Sensorless Control of Surfaced-Mounted Permanent Magnet Synchronous Motor in a Wide-Speed Range," Electronics 2024, 13(6), 1131; https://doi.org/10.3390/electronics13061131 - 20 Mar 2024     SCI中科院3区

S. Li, S. Huang, L. Liu, Q. Su, G. Zeng, T. Wu*, “Accurately evaluate anti-magnetic field interference ability: A study on magnetic field interference degree analysis method for magnetic sensors”, Volume 372, 1 July 2024, 115029   SCI中科院3区

H. Xie, Tanveer Ahmad ,D. Zhang ,Hui Hwang Goh , T. Wu*, “Community-based virtual power plants’technology and circular economy models in the energy sector: A Techno-economy study”,  Volume 192, March 2024, 114189

H. Zhu, M. Jiang ,D. Zhang ,Hui Hwang Goh ,S. Wang ,D. Mao, H. Zhao ,T. Liu ,T. Wu* ,”Carbon neutrality pathways exploration-A state-of-the-art study: Key technological advancements, current challenges, and potential opportunities”, Volume 60, December 2023, 103489    SCI中科院2区

L. Qin, T. Wu*, Y. Guan, G. Zhang and L. Liu, "Decoupling Control Strategy for Input-series-output-parallel Dual Active Bridge Converter Based on Active Disturbance Rejection Control," 2023 8th International Conference on Power and Renewable Energy (ICPRE), Shanghai, China, 2023, pp. 442-447, doi: 10.1109/ICPRE59655.2023.10353748.  

Z. Wang ,H. Zhu ,D. Zhang ,Hui Hwang Goh , Y. Dong ,T. Wu* ,”Modelling of wind and photovoltaic power output considering dynamic spatio-temporal correlation”,  Volume 352, 15 December 2023, 121948   SCI中科院1区

H. Li, H.  Liu, H. Zhu, Huihwang Goh, D. Zhang, T. Wu* ,”Research on the coordinated control of large permanent magnet direct drive fan and air conditioner based on finite element method”，Volume 9, Supplement 7, September 2023, Pages 1334-1345   SCI中科院4区

T. Liu , C. Xia , H. Zhu ,D. Zhang ,Huihwang Goh , T. Wu* , “A joint clearing market for coupled electricity and gas system considering bilateral energy contracts”,  Volume 9, Supplement 7, September 2023, Pages 1498-1508    SCI中科院4区

H. Xie ,R. Huang , H. Sun ,Z. Han ,M. Jiang ,D. Zhang , Hui Hwang Goh ,Tonni Agustiono Kurniawan ,F. Han , H,  Liu ,T. Wu* ,”Wireless energy: Paving the way for smart cities and a greener future”,  Volume 297, 15 October 2023, 113469   SCI中科院2区

T. Liu, J. Tian, H. Zhu, Hui Hwang Goh, H. Liu, T. Wu* and D. Zhang.  "Key technologies and developments of multi-energy system: Three-layer framework, modelling and optimisation,"  Energy, 2023, vol. 277, issue C    SCI中科院1区

Zhang, D., Chen, B., Zhu, H., Goh, H. H., Dong, Y., & Wu, T*. Short-term wind power prediction based on two-layer decomposition and BiTCN-BiLSTM-attention model. Energy, 285, 128762, 2023. SCI中科院1区

唐侯清, 辛斌斌, 朱虹谕, 乙加伟, 张冬冬, 武新章* , 双丰, 基于多尺度注意力倒残差网络的轴承故障诊断[J].广西师范大学学报(自然科学版),2023,41(04):109-122.DOI:10.16088/j.issn.1001-6600.2022102601.

D. Zhang , H. Zhang, X. Li , H. Zhao, Y. Zhang , S. Wang , T. Ahmad, T. Liu , F. Shuang , and T. Wu* , "A PMSM Control System for Electric Vehicle Using Improved Exponential Reaching Law and Proportional Resonance Theory," in IEEE Transactions on Vehicular Technology, vol. 72, no. 7, pp. 8566-8578, July 2023, doi: 10.1109/TVT.2023.3236628.   SCI中科院2区

韩林池,高放,赵子巍,郭苏杭,李想,张冬冬,武新章* .基于多尺度卷积与Informer混合模型的非侵入式负荷监测方法[J].电力自动化设备, 2024, 44(3):134-141.   核心期刊论文

D.  Zhang, P.  Du, C.  Li, H.  Zhu, J.  Wu, Z.  Chen, Hui Hwang Goh, T.  Liu and T.  Wu*. “The precision motor losses-based real-time optimal control method for air-conditioning system considering energy saving and thermal comfort.” Applied Thermal Engineering (2023): n. pag.   SCI中科院2区

D. Zhang, X. Li, J. Yang, X. Li, T. Wu*, "Asymmetric coaxial three‑coil wireless power transmission system optimization," Journal of Power Electronics, vol. 23, no. 9, pp. 1436-1446, 2023. DOI: 10.1007/s43236-023-00624-0.    

H. Xie, M. Jiang, D. Zhang, Huihwang Goh, Tanveer Ahmad, H. Liu, T. Liu, S. Wang and T. Wu*. “IntelliSense technology in the new power systems.” Renewable and Sustainable Energy Reviews (2023): n. pag.    SCI中科院1区

Z. Jiang, J. Liu, X. Fan, Q. Wang, Y. Zhang and T. Wu*, "Reinforcement Learning-Based Genetic Algorithm for Aging State Analysis of Insulating Paper at Transformer Hotspot," in IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-10, 2023, Art no. 3530010, doi: 10.1109/TIM.2023.3272043.    SCI中科院2区

J. Yi , C. Li, D. Zhang , X. Li ,  M. Jiang,H. Zhao , Y. Zhang , and T. Wu*,  "A Fast and Accurate Loss Model of Converter-Fed Induction Motor in Central Air-Conditioning System," in IEEE Transactions on Power Electronics, vol. 38, no. 3, pp. 3689-3699, March 2023, doi: 10.1109/TPEL.2022.3222605.    SCI中科院1区

Zhang, D.; Rong, C.; Goh, H.H.; Liu, H.; Li, X.; Zhu, H.; T. Wu*. Reform of Electrical Engineering Undergraduate Teaching and the Curriculum System in the Context of the Energy Internet. Sustainability 2023, 15, 5280. https://doi.org/10.3390/su15065280    SCI中科院3区

X. Li, M. Jiang, W. Xu, T. Wu* and D. Zhang, "Design and Test of a Less-Rare-Earth Stator-Magnet Moving-Iron Transverse-Flux Linear Oscillatory Machine for Reciprocating Drive," in IEEE Transactions on Industrial Electronics, vol. 71, no. 3, pp. 2831-2841, March 2024, doi: 10.1109/TIE.2023.3269472.   SCI中科院1区

W. Xu, X. Li, D. Zhang and T. Wu*. “An improved global fast terminal high-order sliding mode control strategy based on novel reaching law for improving PMLSM dynamic performance.” Energy Reports (2023): n. pag.    SCI中科院4区

武新章，郭苏杭，代伟，王泽宇，赵子巍，石博臣，张冬冬。基于特征降维与分块的输电网概率最优潮流深度学习方法[J/OL].电力自动化设备.https:/doi.org/10.16081/j.epae.202302004    核心期刊论文

H. Zhang, C. Liu, E. Zhang , X. Fan , Y. Zhang , Q. Fu , J. Liu , J. Liu , and T. Wu*,  "Effect of Formic Acid on Furfural Diffusion in Transformer Oil–Paper Insulation Based on Molecular Dynamics Simulation," in IEEE Transactions on Dielectrics and Electrical Insulation, vol. 30, no. 2, pp. 817-824, April 2023, doi: 10.1109/TDEI.2022.3230627.    SCI中科院3区

B. Sun, W. Dai , D. Zhang , Hui Hwang Goh , J. Zhao, B. Shi, and T. Wu* , Senior Member, IEEE, "An Effective Spinning Reserve Allocation Method Considering Operational Reliability With Multi-Uncertainties," in IEEE Transactions on Power Systems, vol. 39, no. 1, pp. 1568-1581, Jan. 2024, doi: 10.1109/TPWRS.2023.3262240.    SCI中科院1区

武新章 赵子巍 代伟 谢代钰 郭苏杭 王泽宇 张冬冬, 基于改进的Transformer神经网络辅助的两阶段机组组合决策方法    核心期刊论文

B. Liu, Q. Kong, H. Zhu ,D. Zhang, D.; Goh, H.H.; T. Wu*, . Foreign Object Shading Detection in Photovoltaic Modules Based on Transfer Learning. Energies 2023, 16, 2996. https://doi.org/10.3390/en16072996    SCI中科院4区

X. Fan, J. Liu, H. H. Goh, Y. Zhang, T. Wu* and J. Liu, "Aging Analysis of Transformer Insulation at Weakest Region: Dielectric Parameters Extraction via Immune Optimization," in IEEE Transactions on Transportation Electrification, vol. 9, no. 1, pp. 1579-1589, March 2023, doi: 10.1109/TTE.2022.3190436.     SCI中科院1区

J. Zhang, S. Li, W. Dai, H. Cai, Y. Lu, D. Zhang and T. Wu*. “Equivalent model for interconnected power systems based on sensitivity consistency of tie-line power.” Energy Reports (2023): n. pag.    SCI中科院4区

J. Yang, S. Li, T. Wu*, X. Li, J. Zhang, J. Yu, G. Zeng, H. Tang and D. Zhang. “Research on temperature drift of tunneling magnetoresistance sensor based on proportional relationship and MacLaurin's series.” IEICE Electron. Express 20 (2023): 20220486.    SCI中科院4区

T. WU, X. Liang, H. Zhu , D. Zhang . Short-term wind power prediction based on CEEMDAN-GRA-PCC-ATCN[J]. Journal of Shandong University(Engineering Science), 2022, 52(6): 146-156.    核心期刊论文

H. Zhu, D. Zhang, Huihwang Goh, S. Wang, Tanveer Ahmad, D. Mao, T. Liu, H. Zhao and T. Wu*. “Future Data Center Energy-Conservation and Emission-Reduction Technologies in the Context of Smart and Low-Carbon City Construction.” Sustainable Cities and Society (2022): n. pag.    SCI中科院1区

M. Wu, P. Du, M. Jiang, Huihwang Goh, H. Zhu, D. Zhang and T. Wu*. “An integrated energy system optimization strategy based on particle swarm optimization algorithm.” Energy Reports (2022): n. pag.    SCI中科院4区

M. Jiang, J. Tian, Huihwang Goh, J. Yi, S. Li, D. Zhang and T. Wu*. “Experimental study on the influence of high frequency PWM harmonics on the losses of induction motor.” Energy Reports (2022): n. pag.    SCI中科院2区

D. Zhang, J. Tian, Huihwang Goh, H. Liu, X. Li, H. Zhu and T. Wu*. “The Key Technology of Smart Energy System and Its Disciplinary Teaching Reform Measures.” Sustainability (2022): n. pag.    SCI中科院3区

学时压缩背景下智慧教学实践策略研究    

武新章,王泽宇,代伟,等. 基于异质聚类与Stacking的双集成光伏发电功率预测[J]. 电网技术,2023,47(1):275-283,中插62. DOI:10.13335/j.1000-3673.pst.2022.0408.   核心期刊论文

D. Zhang, C. Li, Hui Hwang Goh, Tanveer Ahmad, H. Zhu, H. Liu and T. Wu*. “A comprehensive overview of modeling approaches and optimal control strategies for cyber-physical resilience in power systems.” Renewable Energy (2022): n. pag.   SCI中科院1区

D. Zhang, H. Zhu, H. Zhang, H. H. Goh, H. Liu and T. Wu*, "Multi-Objective Optimization for Smart Integrated Energy System Considering Demand Responses and Dynamic Prices," in IEEE Transactions on Smart Grid, vol. 13, no. 2, pp. 1100-11 March 2022, doi: 10.1109/TSG.2021.3128547.    SCI中科院1区

S. Li, M. Sun, Q. Su, T. Wu*, P. Guo, D. Zhang and Y. Cai. “Study on magnetic interference characteristics and optimization design of magneto-optic current transducer.” Energy Reports (2022): n. pag.    SCI中科院4区

X. Li, W. Xu, K. Liao and T. Wu*, "Design of Stator-Magnet Moving-Iron Transverse-Flux Linear Oscillatory Machine Considering Asymmetric Saturation," in IEEE Transactions on Transportation Electrification, vol. 8, no. 3, pp. 3464-3477, Sept. 2022, doi: 10.1109/TTE.2022.3152909.    SCI中科院1区

H. Zhu, Hui Hwang Goh, D. Zhang, Tanveer Ahmad, H. Liu, S. Wang, S. Li, T. Liu, H. Dai and T. Wu*. “Key technologies for smart energy systems: Recent developments, challenges, and research opportunities in the context of carbon neutrality.” Journal of Cleaner Production (2021): n. pag.    SCI中科院1区

D. Zhang, H. Zhu, H. Zhang, H. H. Goh, H. Liu and T. Wu*, "Multi-Objective Optimization for Smart Integrated Energy System Considering Demand Responses and Dynamic Prices," in IEEE Transactions on Smart Grid, vol. 13, no. 2, pp. 1100-1112, March 2022, doi: 10.1109/TSG.2021.3128547.     SCI中科院1区

D. Zhang, J. Zhao, W. Dai, C. Wang, J. Jian, B. Shi and T. Wu*. “A feasible region evaluation method of renewable energy accommodation capacity.” Energy Reports (2021): n. pag.    SCI中科院2区

D. Zhang, H. Zhu, H. Zhang, Hui Hwang Goh, H. Liu and T. Wu*. “An optimized design of residential integrated energy system considering the power-to-gas technology with multi-functional characteristics.” Energy 238 (2022): 121774.   SCI中科院2区

H. Zhang, H. Zhu, D. Zhang, H. Zhao, Y. Zhang, S. Li, F. Shuang and T. Wu*. “Improved energy saving control of IPMSM based on the weighted average current method.” Energy Reports (2021): n. pag.   SCI中科院2区

W. Dai, C. Luo, Y. Li, H. Goh, D. Zhang and T. Wu*, "Economic Dispatch of Wind-hydro-thermal Power Systems Considering Reservoir Flexibility," 2021 4th International Conference on Energy, Electrical and Power Engineering (CEEPE), Chongqing, China, 2021, pp. 688-692, doi: 10.1109/CEEPE51765.2021.9475728.    

D. Zhang , J. Yi , H. Zhu , Tanveer Ahmad ,H. Zhao, Hui Hwang Goh , Y. Zhang , and T. Wu* , "The Electromagnetic Losses Analysis of Inverter-Fed Induction Motor Accounting for Interbar Current and Rotor Slip Frequency," in IEEE Transactions on Transportation Electrification, vol. 8, no. 1, pp. 1155-1167, March 2022, doi: 10.1109/TTE.2021.3104400.    SCI中科院2区

Zhang D, Li H, Zhu H, Zhang H, Goh HH, Wong MC, Wu T. Impact of COVID-19 on Urban Energy Consumption of Commercial Tourism City. Sustain Cities Soc. 2021 Oct;73:103133. doi: 10.1016/j.scs.2021.103133. Epub 2021 Jul 4. PMID: 36570018; PMCID: PMC9760272.   SCI中科院2区

M. Jiang, T. Liu, Hui Hwang Goh, D. Zhang, W. Dai, J. Liu, T.Wu*  "Estimation of Operation Cost of Residential Multiple Energy System Considering Uncertainty of Loads and Renewable Energies," in IEEE Access, vol. 9, pp. 4874-4885, 2021, doi: 10.1109/ACCESS.2020.3046621.  SCI中科院2区

著作：

1、大学计算机（第5版），中国铁道出版社有限公司，2023，姚怡、武新章、劳眷，等编著

2、大学计算机基础（第4版），中国铁道出版社有限公司，2022，武新章、姚怡、石娟等编著

科研奖励：

IEEE 杰出贡献奖

中佛罗里达大学科研激励奖

中佛罗里达大学教学激励奖