万杰 - 哈尔滨工业大学 - 空间环境与物质科学研究院

个人简介

教育及工作经历哈尔滨工业大学动力机械及工程学士、硕士、博士哈尔滨工业大学电气工程及自动化学院博士后&助理研究员香港大学电机与电子工程系/深圳研究院研究助理哈尔滨工业大学空间环境与物质科学研究院（国家大科学工程）副研究员哈尔滨工业大学电气工程及其自动化学院、能源科学与工程学院、卓越工程师学院研究生导师所获典型奖励及荣誉黑龙江省技术发明奖二等奖龙江科技英才内蒙古自治区科技进步三等奖浙江省科技进步三等奖全国电力行业设备管理创新成果特等奖全国第四届下一代互联网技术创新大赛二等奖中国华能集团科技进步二等奖主要科技与学术兼职情况中电联电力职工技术创新奖评审专家 the CSEE Journal of Power and Energy Systems、International Journal of Control, Automation and Systems、Journal of Modern Power Systems and Clean Energy、Scientfic Reports、自动化学报等多个SCI、EI期刊审稿人黑龙江省青年科协理事&副会长中国电工技术学会工业互联及自动化专委会委员

研究领域

电力设备的异常检测、故障诊断与控制优化，主要涉及汽轮发电机组、燃气发电机组、风电机组及光伏发电的建模控制、故障诊断与运行优化，针对汽轮发电设备、燃气轮机发电设备及风力发电设备，结合设备的自身特征和问题特点与具体的数据挖掘算法进行改进与匹配，解决实际中的设备异常检测与故障诊断问题，并给出综合优化决策支持；针对大规模风力发电机组和光伏电站输出功率的强随机不确定性进行建模研究，分析其时空特性并进行预报，提升火电机组调频能力、设计调峰策略。多源空间环境监测数据的信息融合与建模分析，利用开源卫星观测数据进行太阳耀斑预报的建模研究、利用开源卫星观测数据和计算模拟数据融合对同步轨道高能电子进行建模预报等。大科学装置的数据采集、运行状态监测与控制，对空间环境地面模拟装置的高频实验过程进行实时数据采集，构建运行状态的融合监测模型实现故障预警功能，并对其进行有效控制与调整。

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

J Wan, et al. Spatiotemporal Diurnal Modulation Characteristic of Wind Speedand Power Generation Revealed by Its Measured Data Processing[J]. Computational Intelligence and Neuroscience, 2022, 5722770. (第一作者，SCI检索，JCR二区) Wan J, et al. Ultra-short-term wind speed prediction based on multi-scale predictability analysis[J]. Cluster Computing, 2016, 19(2):741-755. (第一作者，SCI检索，JCR二区) Wan J, et al. Day-Ahead Prediction of Wind Speed with Deep Feature Learning[J]. International Journal of Pattern Recognition and Artificial Intelligence, 2016:1650011. (第一作者，SCI检索) Wan J, et al. A universal power-law model for wind speed uncertainty[J]. Cluster Computing, 2019. (第一作者，SCI检索，JCR二区) Wan J, et al. Separation characteristics between time domain and frequency domain of wireless power communication signal in wind farm[J]. EURASIP Journal on Wireless Communications and Networking, 2020, (5):1-12. (第一作者，SCI检索) Wan J, et al.Coastal Wind Speed's Multi-Parameter Forecasting Based on Quantitative Measurement of Its Predictability[J]. Journal of Coastal Research, 2020,115: 662-665. (第一作者，SCI检索) Wan J,et al. An integrated evaluation method of the wind power ramp event based on generalized information of the source grid and load[J]. Energies, 2020, 13: 6503. (第一作者，SCI检索) Wan J, et al.Data mining technology application in false text information recongnition[J]. Mobile Information Systems, 2021: 1-13. (第一作者，SCI检索) Wan J, et al.Class imbalance problem in short-term solar flare prediction[J]. Research in Astronomy and Astrophysics, 2021. (第一作者，SCI检索，二区) Ren GR, Wan J*, Liu JF, et al. Analysis of wind power intermittency based on historical wind power data[J]. Energy, 2018, 150: 482-492. (SCI检索，JCR一区，通讯作者) Ren GR, Wan J*, Liu JF, et al. Characterization of wind resource in China from a new perspective[J]. Energy, 2019, 167: 994-1010. (SCI检索，JCR一区，通讯作者) GR Ren,J Wan*, JF Liu, et al. Spatial and temporal correlation analysis of wind power between different provinces in China [J]. Energy, 2019, 177:262-275. (SCI检索，JCR一区，通讯作者) GR Ren,J Wan*, JF Liu, et al. Spatial and temporal assessments of complementarity for renewable energy resources in China[J]. Energy, 2019, 177:262-275. (SCI检索，JCR一区，通讯作者) GR Ren, J Wan*, JF Liu, et al. Assessing temporal variability of wind resources in China and the spatial correlation of wind power in the selected regions [J]. Journal of Renewable and Sustainable Energy, 2019, 177:262-275. (SCI检索，通讯作者) Guo YF, Chen R, Shi J, Wan J*, et al. Determination of the power transmission line ageing failure probability due to the impact of forest fire[J]. IET Generation, Transmission & Distribution, 2018, 12(16): 3812-3819. (SCI检索，通讯作者，JCR二区) Ren GR, Liu JF, Wan J, et al. Prediction of the Wind Speed Turbulent Standard Deviation [J]. Journal of Environmental Informatics, 2018. (SCI检索，JCR一区) Ren GR, Liu JF, Wan J, et al. Overview of wind power intermittency: Impacts, measurements, and mitigation solutions[J]. Applied Energy, 2017, 204:47-65. (SCI检索，JCR一区) Liu J, Ren GR, Wan J, et al. Variogram time-series analysis of wind speed[J]. Renewable Energy, 2016, 99:483-491. (SCI检索，JCR一区) Ren GR, Liu J, Wan J, et al. The analysis of turbulence intensity based on wind speed data in onshore wind farms[J]. Renewable Energy, 2018, 123: 756-766. (SCI检索，JCR一区) Guo Y, Zhang D, Wan J, et al. Influence of direct air-cooled units on primary frequency regulation in power systems[J]. IET Generation, Transmission & Distribution, 2017, 11(17): 4365-4372. (SCI检索，JCR二区) Liu J F, Li F, Wan J, et al. Short-term solar flare prediction using multi-model integration method[J]. Research in Astronomy and Astrophysics, 2017, 17(4): 034. (SCI检索，二区) Ren GR, Liu J, Wan J, et al. Measurement and statistical analysis of wind speed intermittency[J]. Energy, 2016, 118. (SCI检索，JCR一区) Guo YF, Wang Q, Wan J*, et al. Provincial Energy Efficiency Prediction in China Based on Classification Method [J]. IEEE ACCESS, 2019. (SCI检索，通讯作者，JCR一区) Ren GR, Liu JZ, Wan J*, et al. Investigating the complementarity characteristics of wind and solar power for load matching based on the typical load demand in China[J]. IEEE Transactions on Sustainable Energy, 2022 , 13(2): 778 – 790. (SCI检索，通讯作者，JCR一区) K Yao, SS Fan,Y Wang, J Wan*, et al. Anomaly detection of steam turbine with hierarchical pre-warning strategy[J], IET GENERATION TRANSMISSION & DISTRIBUTION, 2022, 1-13; (SCI检索，通讯作者，JCR二区)