王博
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1.科研创新技术:
(1)带领学生创新团队一定程度上掌握波形板干燥器汽水分离液膜流动破裂机理,获得一定范围内适用的波形板二次携带计算高精度模型。
(2)在人工智能技术方面,带领团队聚焦于系统参数预测、故障诊断级热工特性挖掘等方面研究,获各类应用(证明)3项。
2.社会服务:
(1)作为学院兼职辅导员及核工党支部指导教师期间,主办堆工所与 2019 级本科生党支部共建活动,为本科同学答疑解惑;
(2)创建哈工程核学院堆工团队新公众平台,同时基于公众号宣传学校和学院党建工作;连续两年负责运营,总关注数超800人,年阅读量超20000次;
(3)组织团队研究生开展三甲门口扫雪等多个公益活动。
(4)浙江省高考招生及专场宣讲。
负责科研项目:
1.空气-水混合物剪切作用下波形板壁面液膜破裂引起的二次携带现象机理研究(国家自然科学基金),2025.01-2027.12,在研,主持。
2.武汉第二船舶设计研究所项目,2023/07-2023/12,在研,主持,212万。
3.中核集团领创基金,溶液堆除滴效率优化提升技术研究,2023.01-2025.12,在研,主持,180万。
4.武汉第二船舶设计研究所项目,2022/04-2023/12,在研,主持,94万。
5.武汉第二船舶设计研究所项目,2023/11-2025/06,在研,主持,90万。
6.武汉第一船舶设计研究所项目,2022/05-2022/10,在研,主持,93万。
7.中国核电工程公司,先进核电厂智能化总体技术方案先进性提升咨询,2022/10-2023/04,民品横向,在研,主持。
8.哈尔滨工程大学新教师启动基金,波形板壁水膜破裂特性研究,2022/01-2022/12,校级,主持。
9.中央高校基本科研业务费(重点)项目,稳定流动下的波形板壁面水膜流动研究,2020/01-2020/12,主持。
10.中国核电工程公司项目,先进核能系统变工况智能运维模型开发项目,2023.07-2024.07,民品横向,技术负责人,195万。
11.中核集团领创基金,基于小堆物理系统仿真应用的数据驱动模型通用性研究,2023.06-2026.06,在研,技术负责人,主要参与,141万。
12.动力院(纵向),2022.06-2024.12,在研,技术负责人,主要参与。
13.国家自然科学基金面上项目,2017.01-2020.12,已结题,主要参与。
14.基于人工智能的空间反应堆自主控制研究,哈尔滨工程大学高水平交叉-引导型立项,科研院,校级,结题,2022-2023年度,主要参与。
15.动力院,2023/12-2024/12,在研,技术负责人。
16.上海核工院(国家重大专项子课题),干燥器结构参数敏感性试验,2018/01-2019/12,已结题,参与。
17.动力院,技术研究,2018/05-2021/05,已结题,主要参与。
以第一作者及通讯作者发表SCI期刊论文30篇,含期刊高被引论文5篇,特邀综述(Invited Review)1篇,上述成果总被引超500次。
相关成果被传热学专家陶文铨院士、美国普渡大学终身教授Takashi Hibiki等国内外专家学者所在团队多次引用在Applied Energy、Renewable and Sustainable Energy Reviews等多个中科院Top期刊上。
代表性第一作者论文:
[1]Wang Bo, Ke Bingzheng, Chen Bowen, Li Ru, Tian Ruifeng. A technical review of research progress on thin liquid film thickness. Experimental and Computational Multiphase Flow, 2020, 4, 199-211.(中科院1区Top期刊,特邀综述Invited Review,被引16次)
[2]Wang Bo*, Xu Shunhao, Wang Bin, Wang Weibing, Liu Yongchao, Li Tong, Hu Shaochun, Zhang Jiayi, Wang Mengyao**. Review of recent research on heat pipe cooled reactor. Nuclear Engineering and Design, 2023, 415, 112679.(SCI,被引15次)
[3]Wang Bo, Ke Bingzheng, Chen Bowen, Li Ru, Tian Ruifeng*. Study on the size of secondary droplets generated owing to rupture of liquid film on corrugated plate wall. International Journal of Heat and Mass Transfer, 2020, 147, 118904.(SCI:000505101200011,JCR 1区,中科院top期刊,被引18次)
[4]Wang Bo, Tian Ruifeng*. Investigation on Flow and Breakdown Characteristics of Water Film on Vertical Corrugated plate Wall. Annals of Nuclear Energy, 2019, 127, 120-129.(SCI:000463120200012,被引52次,期刊高被引论文(Most cited))
[5]Wang Bo, Tian Ruifeng. Judgement of critical state of water film rupture on corrugated plate wall based on SIFT feature selection algorithm and SVM classification method. Nuclear Engineering and Design, 2019, 347, 132-139.(SCI:000465217900013,被引38次,期刊高被引论文(Most cited))
[6]Wang Bo, Chen Bowen, Tian Ruifeng. Review of Research Progress on Flow and Rupture Characteristics of Liquid Film on Corrugated Plate Wall. Annals of Nuclear Energy, 2019, 132, 741-751.(SCI:000482247600067,被引40次,期刊高被引论文(Most cited))
[7]Wang Bo, Tian Ruifeng. Study on characteristics of water film breakdown on the corrugated plate wall under the horizontal shear of airflow. Nuclear Engineering and Design, 2019, 343, 76-84.(SCI:000456923500008,被引33次,期刊高被引论文(Most cited))
[8]Wang Bo, Chen Bowen, Wang Gongqing, Li Ru, Wen Jiming, Lu Chuan, Tian Ruifeng*, Deng Jian**. Back Propagation (BP) Neural Network Prediction and Chaotic Characteristics Analysis of Free Falling Liquid Film Fluctuation on Corrugated Plate Wall. Annals of Nuclear Energy, 2020, 148, 107711.(SCI:000568756900031,被引34次,期刊高被引论文(Most cited))
[9]Wang Bo, Chen Bowen, Wang Gongqing, Ke Bingzheng, Wen Jiming, Lu Chuan, Tian Ruifeng*, Jian Deng**. Analysis of influencing factors of rupture phenomenon of liquid film on the wall of corrugated plate dryer. Annals of Nuclear Energy, 147, 107694.(SCI:000561485300028)
[10]Wang Bo, Chen Bowen, Ke Bingzheng, Li Ru, Tian Ruifeng. Study on strip-shaped liquid film in the corrugated plate dryer. Annals of Nuclear Energy, 2020, 139, 107237.(SCI:000517662400017)
[11]Wang Bo, Chen Bowen, Ke Bingzheng, Li Ru, Tian Ruifeng. Effect of physical property parameters on critical airflow velocity of a corrugated plate dryer. Annals of Nuclear Energy, 2020, 140, 107330.(SCI:000526110100020)
[12]Wang Bo, Lu Chuan, Tian Ruifeng*. Characteristics of liquid film rupture at wave plate corner: A short communication. Annals of Nuclear Energy, 2021, 151, 107880.(SCI:000595796000012)
通讯作者论文:
[1]刘永超,李桐,成以恒,王博*,高璞珍,谭思超,田瑞峰.基于深度确定性策略梯度算法的自适应核反应堆功率控制器设计.原子能科学技术, 2024, (05),1076-1083.
[2]Liu Yongchao, Wang Bo*, Tan Sichao, et al. Applications of deep reinforcement learning in nuclear energy: a review. Nuclear Engineering and Design, 2025, 429, 113655. (SCI)
[3]Tan Canyi, Chen Jie, Wang Bo*, et al. Research on reactor power prediction of nuclear power plant based on multivariate optimization GRU model. International Journal of Advanced Nuclear Reactor Design and Technology, 6(2), 2024, 78-89. (EI)
[4]Zhu Yuhan, Chu Jiru, Wang Bo*, Hu Shaochun, Wang Weibing**, Zhang Jiayi. Research on Core Thermal Hydraulic Parameters Prediction Based on the Improved GAN Method and Combined ANN Model. Annals of Nuclear Energy, 2025, 211, 110913.(SCI,中科院小类1区,JCR 2区,影响因子1.81,学院21级本科生一作,国际合作论文)
[5]Yang Linjun, Miao Zhuang, Li Tong, Tan Sichao*, Wang Bo**, Li Dongyang, Liu Yongchao, Wei Hengyuan, Li Jiajun, Li Jiangkuan, Wen Jiming, Xu Zhao, Tian Ruifeng. LSTM-GCN based multidimensional parameter relationship analysis and prediction framework for system level experimental bench. Annals of Nuclear Energy, 2025, 210, 110890.(SCI,被引2次)
[6]Tan Canyi, Zheng Wei, Wang Bo*, Tan Sichao**, Liang Biao, Li Jiangkuan, Han Rui, Ke Zhiwu, Tian Ruifeng. Weights embedding Informer prediction algorithm-based fault diagnosis framework for nuclear power plant. Annals of Nuclear Energy, 2024, 207, 110736.(SCI,被引3次)
[7]Lv Wei, Chen Jie, Li Tong, Liu Yongchao, Tan Sichao*, Wang Bo**, He Zhengxi, Tian Ruifeng, Shen Jihong. Neural network model predictive control of core power of Qinshan nuclear power plant based on reinforcement learning. Annals of Nuclear Energy, 2024, 207, 110702. (SCI,被引4次)
[8] 谈灿逸,王博*. 基于CNN的核电站故障诊断技术研究. 核反应堆技术2024年全国重点实验室年会-优秀论文一等奖(专题(四)核动力控制与智能化).
[9] Liu Yongchao, Li Tong, Xiao Kai, Chen Jie, Tan Xin, Cheng Jiahao, Tan Sichao* , Wang Bo* , He Zhengxi, Shen Jihong, Gao Puzhen, Tian Ruifeng. Research on sensor data optimization technology for thermal hydraulic experiment of nuclear reactor. Nuclear Engineering and Design, 2024, 423, 113176. (SCI,被引2次)[10] 刘震,梁彪,王博*,丁鹏,谭思超**,李江宽,段承杰,李瀚生,田瑞峰. Research on optimization of key thermal parameters of the secondary loop of PWR based on improved BP neural network. Annals of Nuclear Energy, 2024, 202, 110466.(SCI,被引1次)
[11] Qiao Hong, Ma Jun, Wang Bo*, Tan Sichao**, Zhang Jiayi, Liang Biao, Li Tong, Tian Ruifeng. Application of Data-Driven technology in nuclear Engineering: Prediction, classification and design optimization. Annals of Nuclear Energy, 2023, 194, 110089.(SCI,被引25次,学院20级本科生一作)
[12] Zhang Jiayi, Wang Mengyao, Wang Yang, Chao Zhiyang, Hu Shaochun, Chen Bowen, Wang Bo*, Li Ru**. Numerical calculation method of the corrugated plate dryer based on the discrete phase model and the Euler Water film model: A short communication. Annals of Nuclear Energy, 2023, 186, 109752.(SCI:000944402300001,被引4次,学院“小核创新班”本科生一作)
[13] Wang Mengyao, Wang Bo*, Guo Xin, Zhang Jiayi, Chao Zhiyang, Wang Yang, Lu Chuan, Wu Yang, Tian Ruifeng**. Review on the steam-liquid separation in the steam generator of nuclear power plants. Annals of Nuclear Energy, 2022, 175, 109207.(SCI:000814221400005,被引15次,学院“小核创新班”本科生一作,被上海交通大学电子信息与电气工程学院 生物过程模型化与控制实验室主任袁景淇教授团队、清华核研院科研团队引用)
[14] Wang W.-B., Wang, S.-N., Zhu, J.-H., Wang, B.*, Liang, B., Cheng, K. Hou, H.-G.**, Zhang, M., Tian, R.-F. Prediction of Corrosion Defect Critical Size and Corrosion Failure Assessment Study of SGTs. Journal of Nuclear Materials, 2023, 578, 154350. (SCI:000948929700001,中国核学会T1级期刊,中科院top期刊,中科院小类1区,被引7次)
[15] Li Ru, Mao Feng, Chen Bowen, Wang Bo*, Tian Ruifeng**. Influence of the structure of drainage tank on the separation performance of corrugated plate dryer in NPPs: A short communication. Annals of Nuclear Energy, 2022, 169, 108930.(SCI:000806351800002,被引2次)
[16] Li Ru, Chen Bowen, Wang Weibing, Wang Bo*, Tian Ruifeng**. Experimental analysis of droplet impacting on inclined wall of the corrugated plate dryer in steam generator of nuclear power plants. Annals of Nuclear Energy, 2022, 172, 109062.(SCI:000793300600006,被引11次,被重庆大学低品位能源利用技术与系统教育部重点实验室中国能源研究会热力学及其工程应用专业委员会委员吴双应引用)
[17] Li Ru, Zhan Chunyuan, Wang Bo*, Wen Jiming, Tian Ruifeng**, Ke Zhiwu***. Experimental study on the influence of drainage tank structure on separation performance of vertical corrugated plate dryer in PWR. Annals of Nuclear Energy, 2022, 177, 109292.(SCI,被引2次)
[18] Wang Weibing, Wang Bo*, Zhou Ying, Wang Shengnan, Zhang Meng. Study on the mass and heat transfer characteristics of the drying process of spent nuclear fuel cladding with nitrogen assisted. Nuclear Engineering and Design, 2022, 391, 111672.(SCI:000782569900001,被引7次)
[19] 梁彪,黄涛,袁鹏,刘永超,王博*,谭思超. 核动力系统运行工况预判的深度学习方法研究[J].核科学与工程,2023,43(04):944-951. (CSCD)
https://kns.cnki.net/kcms2/article/abstract?v=axnrJTP8flyEUiQakuGOFqDtMpZrASlaXyHmF1FVzKu6jNXLcpWM1RWFlEhDTwsmvMiAaRrR9Ks18wJpif8eIaMaO5Nbotea-k5LLpIP46NOwHmUoaP0yrzBragQAXFVsApus1lxLokoQ2mEFlmrww==&uniplatform=NZKPT&language=CHS
[20] Wang Weibing, Zhou Ying, Liang Bo, Wang Bo*, Zhang Meng**, Tan Sichao***. Electrochemical behavior and corrosion rate prediction study of alloy 690 [J]. International Journal of Advanced Nuclear Reactor Design and Technology, 2022, 4(4), 171-176.(西交主办EI国际期刊,被引17次,期刊高被引论文(Most Cited),被南非约翰内斯堡大学机械工程科学系南非国家科学院Tien-ChienJen(任天健)院士团队在IEEE会议论文中引用,被东北大学沈阳材料科学国家实验室—中国腐蚀与防护学会第九届理事会理事长王福会教授等国内外学术团队多次引用)
[21] Liu Yongchao, Li Xiangyu, Liang Biao, Wang Bo*, Tan Sichao**, Gao Puzhen. Research on Accident Diagnosis Method of Reactor System Based on XGBoost Using Bayesian Optimization[C]//International Conference on Nuclear Engineering29 (ICONE29). American Society of Mechanical Engineers, 2022, 86472: V012T12A015. (EI检索)
其他代表性论文:
[1]谭思超*,李桐,刘永超,梁彪,王博,沈继红. 关于人工智能在核领域应用的若干思考.核动力工程,2023.
[2]Wang, G.-Q., Wang, B., Wen, J.M.,et al. Investigation on the hydraulic process of inertia tank in the case of pump trips. Nuclear Engineering and Design, 2021,379, 111195.(中科院小类2区,核能 SCI 期刊)
[3]Wang, G.-Q., Wang, B., Wen, J.M., et al., 2020. Scaling analysis for inertia tank based on the cold state of deep pool-type nuclear heating reactor. Annals of Nuclear Energy, 2020, 151, 107905.(中科院小类1区,核能 SCI 期刊)
[4]Wang, G.-Q., Wang, B., Wen, J.M., et al., 2020. Experimental study on the hydraulic characteristics of inertia tank after the failure of pump power. Annals of Nuclear Energy, 2020, 151, 107885.(中科院小类1区,核能 SCI 期刊)
[5]Chen, B.-W., Wang, B., Tian, R.-F., 2020. Experimental study of droplet impacting on inclined wetted wall in corrugated plate separator. Annals of Nuclear Energy, 137, 107155.(中科院小类1区,核能 SCI 期刊,被引28次)
[6]Chen, B.-W., Wang, B., Mao, F., et al., 2020. Analysis of liquid droplet impacting on liquid film by CLSVOF. Annals of Nuclear Energy, 143, 107468.(中科院小类1区,核能 SCI 期刊,被引30次)
[7]Chen, B.-W., Wang, B., Mao, F., et al., 2020. Review on separation mechanism of corrugated plate separator. Annals of Nuclear Energy, 144(1), 107548.(中科院小类1区,核能 SCI 期刊,被引17次)
[8]Ke, B.-Z., Gao, P.-Z., Wang, B., et al. Study on thermal hydraulic characteristics of a simulated pressurizer during the blowdown process. Annals of Nuclear Energy, 2021,153, 108063.(中科院小类1区,核能 SCI 期刊)
[9]Wang, W.-B., Cheng, K., Wang, B., Zhang, M., Tian, R.-F. Sensitivity study of thermal hydraulics to corrosion of heat exchange tubes in steam generator. Nuclear Engineering and Design, 2023, 402(3), 112081.(中科院小类2区,核能SCI期刊 )
[10]陈博文, 王博, 田瑞峰, 等, 2020. 液滴撞击干燥倾斜壁面铺展实验研究. 核动力工程, 41(4), 64-69.(核能 EI 期刊)
[11]柯炳正, 高璞珍, 王博, 等, 2020. 不同喷射条件下闪蒸喷雾液滴尺寸特性数值分析. 哈尔滨工程大学学报, 41(8), 1170-1175.(核能 EI 期刊)
[12]柯炳正, 高璞珍, 王博, 等, 2020. LOCA 下喷放参数对冷却剂喷放特性影响数值研究. 原子能科学技术, 54(10), 1858-1865.(核能 EI 期刊)
[13]Chen, B.-W., Wang, B., Mao, F., et al., 2020. Numerical study on characteristics of single droplet impacting on wetted surface. Experimental and Computational Multiphase Flow, 3(1), 59-67.
[14]Zhu,J.-H., Lin, Y.-S., Wang, B., Wen, J.-M.*, Tian, R.-F., 2023. Study on ultrasonic attenuation characteristics in air-droplet two-phase flow. Annals of Nuclear Energy, 185,109742.(中科院小类1区,核能 SCI 期刊:000947854100001)
[15] Mohamed Moustafa, Tian Ruifeng, Wang Bo, Jiming Wen, Asmat Ullah, Hagar Alm ElDin Mohamad. A detailed experimental evaluation of gas –Liquid film attributes in a horizontal rectangular duct by Planar Laser-Induced fluorescence (PLIF) approach. Nuclear Engineering and Design, Volume 408, July 2023, 112331.(国际合作论文)
专利及软件著作权:
[1]胡少纯,王博,张佳奕. 一种波形板干燥器. 专利号:ZL 2023 2 2599201.5,授权公告号:CN 221230277 U,申请号:202322599201.5,申请日:2023年09月25日,授权公告日:2024年06月28日。
[2]张佳奕,朱禹翰,胡少纯,王博. 一种基于改进GAN方法及组合ANN模型的堆芯热工参数预测方法,申请号:202310710409.1申请日:2023年6月15日
[3]张佳奕,朱禹翰,胡少纯,王博. 一种可调节波形板干燥器,申请号:2023121527333.0,申请日:2023年6月15日
[4]朱禹翰,胡少纯,王博,张佳奕. 给予机器学习填补法的Canny液膜边界标记优化方法及其优化系统,申请号:202311381164.9申请日:2023年10月24日
[5]朱禹翰,胡少纯,张佳奕,王博. 一种基于组合神经网络及LBFGS优化算法的堆芯热工参数预测方法,申请号:202311503563.8申请日:2023年11月13日
[6]朱禹翰,王博,胡少纯,张佳奕. 一种基于WGAN及贝叶斯优化的核工程数据生成方法及系统,申请号:202311310564.0申请日:2023年10月11日
[7]朱禹翰,张佳奕,王博,胡少纯. 用于核工程数据处理的高效缺失值填补方法、设备和介质,申请号:202311312161.X申请日:2023年10月11日
[8]胡少纯,王博,朱禹翰,张佳奕. 一种基于复合光路的液膜厚度测量仪及其测量方法,申请号:202311332983.4申请日:2023年10月16日
[9]胡少纯,张佳奕,朱禹翰,王博. 一种波形板干燥器及其控制方法,申请号:202311373034.0申请日:2023年10月23日
[10]胡少纯,王博,朱禹翰,张佳奕. 基于连续表面张力模型的液膜结构分析方法及其分析系统,申请号:202311333961.X申请日:2023年10月16日
[11]田瑞峰, 李茹,温济铭, 陈博文, 王博, 柯炳正. 一种小型化可供热态实验的波形板分离效率测量装置,申请号:CN202110403489.7,公开号:CN113092153A,公开时间:2021年07月09日
[12]田瑞峰, 李茹,王博, 柯炳正, 陈博文. 一种研究波形板干燥器汽水分离器性能的系统,申请号:CN201911393823.3,公开号:CN1110689411A,公开时间:2020年04月28日
[13]胡少纯,王博,朱禹翰,张佳奕. 波形板干燥器选型软件V1.0. 国家版权局,2024SR0540124,2024年4月22日
[14]波形板汽水分离器壁面自由液膜流动参数计算软件V1.0. 国家版权局,2019SR0804510,2019年9月30日
[15]波形板干燥器壁面液膜破裂位置计算软件V1.0. 国家版权局,2020SR0058299,2019年8月27日
[16]气流横掠作用下波形板干燥器结构参数计算软件V1.0. 国家版权局,2019SR0804510,2019年4月1日
[17]气流剪切下的波形板气液分离器相关临界指标计算软件V1.0. 国家版权局,2019SR0861552,2019年3月9日
[18]径流式汽轮机热力计算软件V1.0. 国家版权局,2017SR041957,2016年10月18日