中南大学杨凌志

个人简介

杨凌志，男，博士，教授，博士生导师，中南大学资源加工与生物工程学院钢铁冶金系。中国电工技术学会电热专业委员会委员，中国金属学会电冶金分会会员，担任《工业加热》编委会委员，《Journal of Iron and Steel Research International》、《中南大学学报（自然科学版）》、《钢铁》、《中国冶金》、《特殊钢》、《金属世界》期刊青年编委；担任国内外多个期刊审稿人；获中国发明协会行业奖二等奖1项（个人排名第一），省部级科技进步奖一等奖1项、二等奖1项、三等奖1项；主持国家自然科学基金面上项目（2项）、国家自然科学基金青年基金、湖南省自然科学基金青年基金以及各类科研项目30余项；参与973项目、国家科学技术部支撑计划、云南省重大科技专项、国家自然科学基金以及校企合作项目等10余项；以一作/通讯在钢铁冶金学科等国内外学术高水平期刊以及钢铁行业权威技术媒体等发表学术论文60余篇（SCI 30+篇、EI 15+篇）；出版短流程炼钢学术专著1本；以第一发明人获授权国家发明专利10余项、软件著作权20余项；在宝武钢铁、湖南钢铁、中信泰富、河北钢铁、中冶赛迪、中冶长天、新余钢铁、台湾中钢等数多个钢铁企业与研究院开展科研工作。

主讲本科生课程：《钢铁冶金学》、《冶金流程工程学》，获本科教学质量优秀奖2项（课堂教学、实习团队），荣获中南大学优秀班导师。主持教改项目2项，发表教改论文2篇；牵头立项中南大学研究生联合培养创新基地3项。指导本科生获多项大学生国家级/省级/校级创新创业课题与科技竞赛奖项；指导博士研究生3人、硕士研究生8人，获多项级/校级自主探索创新项目，国家奖学金、FMG奖学金、赵天从奖学金、南昌矿机奖学金等奖项和湖南省优秀毕业生、中南大学优秀毕业生、中南大学优秀学生等荣誉称号。

1）人才培养

2024年，第七届全国大学生冶金科技竞赛，科技创新类，王方硕，二等奖

2024年，全国高等学校矿物加工工程专业学生实践作品大赛，电子模型类，冷龙微、王方硕、孙鑫明，二等奖

2024年，全国高等学校矿物加工工程专业学生实践作品大赛，电子模型类，王兴辉、杨丰铭、王一帆，三等奖

2024年，李志慧，湖南省普通高等学校二〇二四届优秀毕业生

2023年，全国高等学校矿物加工工程专业学生实践作品大赛，电子模型类，刘美玲、衡虹志、宋庆锋，二等奖

2022年，杨凌志，严泽凡，中南大学本科论文校级优秀奖

2020年，第三届全国大学生冶金科技竞赛，转炉炼钢，沈琦淏，汤茁卓，三等奖，2020-7

2016年，带领本科生参加2016年中国冶金行业卓越工程师培养联盟艾智慧“卓越工程营”，获一等奖孵化基金

2）研究生课题

中南大学研究生自主探索创新项目（省级），基于太阳能-风能系统的短流程电弧炉炼钢生命周期碳-水-资源-能源足迹研究，胡航，2024

中南大学研究生自主探索创新项目（校级-企业联合），电弧炉炼钢过程能量监控与评价模型研究，陈威真，2023

中南大学研究生自主探索创新项目（省级-本博），电弧炉炼钢动态实时供氧指导模型研究与应用，邹雨池，2022

中南大学研究生自主探索创新项目（省级），多元炉料条件下的电弧炉炼钢过程实时碳排放模型研究，李志慧，2022

中南大学研究生自主探索创新项目（校级-企业联合），新旭45t电弧炉炼钢过程实时能量模型，李勃，2022

中南大学研究生自主探索创新项目（校级），电弧炉炼钢过程能量协同作用的基础研究，胡航，2020

中南大学研究生自主探索创新项目（校级），基于熔池搅拌动力学的电弧炉炼钢成分预报研究，薛波涛，2020

3）本科生课题

2024年湖南省大学生创新训练计划一般项目，创新训练项目，王兴辉（伊晨曦、李井然、李明轩），2024-2025

2022年湖南省大学生创新训练计划一般项目，创新训练项目俸曾（薛湘慈宋庆锋），2022-2023

2019年中南大学大学生创新类项目，倪佳苗（尤云松、聂琦蔚、周书荣、宋彦征）2018-2019【获得 “优秀项目”、“优秀论文奖”“我最喜爱的现场展示项目奖”】

4）学术论文

2025年

[1] Lingzhi Yang, Zeng Feng, Hang Hu*, Botao Xue, Guangsheng Wei**, Yuchi Zou, Yufeng Guo Tao Jiang. A review on production process and application of direct reduced iron in gas base shaft furnace-electric arc furnace route. Journal of Iron and Steel Research International, 2025. https://doi.org/10.1007/s42243-024-01377-1.(封面文章)

[2] Hang Hu, Lingzhi Yang*, Guangsheng Wei, Botao Xue, Sheng Yang**, Yuchi Zou, Shuai Wang, Feng Chen, Yufeng Guo, Tao Jiang. Carbon-material-energy flows nexus analysis of electric arc furnace steelmaking processes in China. Journal of Cleaner Production, 2025, 486: 144377. https://doi.org/10.1016/j.jclepro.2024.144377.

[3] Hang Hu, Lingzhi Yang*, Guangsheng Wei, Nanlv Liu, Shuai Wang, Feng Chen, Yufeng Guo, Tao Jiang. Quantitative analysis of carbon footprints in typical electric arc furnace steelmaking routes: a life cycle assessment perspective. Process Safety and Environmental Protection, 2025, 196: 106936. https://doi.org/10.1016/j.psep.2025.106936.

[4] Guannan Li, Le Zhang, Lingzhi Yang*, Hang Hu, Chengliang Xu, Liangzhen Jiao, Donghua Liu, Chenglong Xiong, Jiahui Deng. Model Interpretation and Performance Evaluation of Graph Convolution Network Fault Diagnosis for Air Handling Units. Journal of Building Engineering, 2025, 103: 112048. https://doi.org/10.1016/j.jobe.2025.112048.

2024年

[1] Weizhen Chen, Hang Hu, Shuai Wang, Feng Chen, Yufeng Guo, Lingzhi Yang*. Numerical Study on Heat Transfer Characteristic of Hot Metal Transportation before EAF Steelmaking Process. Metals, 2024, 14(6): 673.

[2] Lingzhi Yang, Weizhen Chen, Hang Hu*, Guangsheng Wei*, Yuchi Zou, Shuai Wang, Feng Chen, Yufeng Guo. Effects of Surrounding Hydrogen Injection Parameters on Coherent Jet Characteristics in Electric Arc Furnace Steelmaking Process. Steel Research International, 2024, 95(8): 2400183. https://doi.org/10.1002/srin.202400183.

[3] Hang Hu, Lingzhi Yang*, Sheng Yang*, Yuchi Zou, Shuai Wang, Feng Chen, Yufeng Guo. Development and assessment of an integrated wind energy system for green steelmaking based on electric arc furnace route [J]. Energy, 2024, 302: 131783.

[4] Hang Hu, Lingzhi Yang*, Yuchi Zou, Botao Xue, Feng Chen, Shuai Wang, Yufeng Guo. Mathematical Modelling and Techno-economic Analysis of Electric Arc Furnace Steelmaking Process with Hot Metal Charging in China. Ironmaking and Steelmaking, 2024, 51(5): 411-426.

[5] Lingzhi Yang, Zhihui Li, Hang Hu*, Yuchi Zou, Zeng Feng, Weizhen Chen, Feng Chen, Shuai Wang*, Yufeng Guo.Evaluation of Energy Utilization Efficiency and Optimal Energy Matching Model of EAF Steelmaking Based on Association Rule Mining. Metals, 2024, 14(4): 458. https://doi.org/10.3390/met14040458

[6] Hang Hu, Lingzhi Yang*, Guangsheng Wei, Yuchi Zou, Botao Xue, Feng Chen, Shuai Wang, Yufeng Guo. Numerical simulation of scrap preheating with flue gas in EAF steelmaking process. Minerals, Metals and Materials Series, 2024, Pages: 569–577. Conference date: March 3, 2024 - March 7, 2024. Conference location: Orlando, FL, United states. Conference code:307669. https://doi.org/10.1007/978-3-031-50304-7_55.

[7] Lingzhi Yang, Zeng Feng, Yinghui Zhao, Yang Peng, Hang Hu*, Yuchi Zou, Shuai Wang, Feng Chen, Yufeng Guo. Reaction mechanism in EAF steelmaking process based on selective oxidation, bath stirring and furnace body heat transfer. Minerals, Metals and Materials Series, 2024, Pages: 663–671. Conference date: March 3, 2024 - March 7, 2024. Conference location: Orlando, FL, United states. Conference code: 307669. https://doi.org/10.1007/978-3-031-50304-7_64.

2023年

[1] 邹雨池, 杨凌志*, 彭杨, 朱薛辉, 朱庆桂, 赵映辉. 电弧炉炼钢钢铁料消耗评价模型研究 [J]. 工业加热, 2023, 52 (09): 10-13+18

[2] Lingzhi Yang, Hang Hu*, Mengxian Wang*, Feng Chen, Shuai Wang, Yufeng Guo, Sheng Yang, Tao Jiang. Comparative life cycle assessment and techno-economic analysis of electric arc furnace steelmaking processes integrated with solar energy system. Journal of Cleaner Production, 2023, 425: 138868.、

[3] Rongyu Deng, Huanyu Yu, Jiamin Liu, Fulu Chu, Jie Lei, Lingzhi Yang*, Feixiang Wu**. Adsorption catalytic effects of metallurgical ferrous slag on polysulfides in Li-S batteries. Journal of Materials Chemistry A, 2023, 11(29): 15769-15777.

[4] Bohan Tian, Guangsheng Wei*, Hang Hu, Rong Zhu, Hao Bai, Ziming Wang, Lingzhi Yang*. Effects of fuel injection and energy efficiency on the production and environmental parameters of electric arc furnace-heat recovery systems. Journal of Cleaner Production, 2023, 405: 136909.

[5] Lingzhi Yang, Hang Hu, Sheng Yang*, Shuai Wang, Feng Chen, Yufeng Guo. Life cycle carbon footprint of electric arc furnace steelmaking processes under different smelting modes in China. Sustainable Materials and Technologies, 2023, 35: e00564.

2022年

[1] Ming Lv, Shuangping Chen, Lingzhi Yang*, Guangsheng Wei*. Research progress on injection technology in converter steelmaking process. Metals. 2022, 12, 1918. https://doi.org/10.3390/met12111918.

[2] Lingzhi Yang, Bo Li, Yufeng Guo, Shuai Wang, Botao Xue*, Shaoyan Hu*. Influence factor analysis and prediction model of end-point carbon content based on artificial neural network in electric arc furnace steelmaking process. Coatings, 2022, 12(10), 1508. https://doi.org/10.3390/ coatings12101508.

[3] Yuchi Zou, Lingzhi Yang*, Bo Li, Zefan Yan, Zhihui Li, Shuai Wang, Yufeng Guo. Prediction Model of End-Point Phosphorus Content in EAF Steelmaking based on BP Neural Network with Periodical Data Optimization. Metals. 2022, 12(9), 1519. https://doi.org/ 10.3390/met12091519.

[4] Yufeng Guo, Chen Gong, Lingzhi Yang*, Ming Hu, Xun Hu. Thermodynamic and Experimental Study on Migration Characteristics of Heavy Metals during the Melting Process of Incineration Fly Ash. Metals, 2022, 12(6), 1036. https://doi.org/10.3390/ met12061036.

[5] Kai Feng, Lingzhi Yang*, Dongfeng He, Shijing Lin, Buxin Su. A study on deep reinforcement learning based crane scheduling model for uncertainty tasks. High Temperature Materials and Processes. 2022, 41(1):1-13. DOI: 10.1515/htmp-2022-0040.

[6] Kai Feng, Lingzhi Yang*, Buxin Su, Wei Feng, Longfei Wang. An integration model for converter molten steel end temperature prediction based on Bayesian formula. Steel research international.2022, 93 (2): 2100433. DOI: 10.1002/srin.202100433.

[7] Shuai Wang, Yufeng Guo, Jianjun Fan, Feng Chen, Lingzhi Yang*, Zhuang Yang, Kuo Liu, Yajing Liu. Investigations of the effect of unburnt pulverized coal on the deposit formation mechanism in a rotary kiln for fluxed pellet production. Powder Technology. 2022, 404: 117475.

[8] Zhihui Li, Lingzhi Yang*, Yufeng Guo, Shuai Wang, Hang Hu . Calculation of heat loss of furnace body in electric arc furnace steelmaking. Minerals, Metals and Materials Series, 2022, Pages: 239-248. Conference date: February 27, 2022 - March 3, 2022. Conference location: Anaheim, CA, United states. Conference code: 272339. DOI:10.1007/978-3-030-92388-4_21

[9] Bo Li, Lingzhi Yang*, Yufeng Guo, Shuai Wang, Hang Hu. Research on cost system of total scrap EAF steel-making process. Minerals, Metals and Materials Series, 2022, Pages:49-58. Conference date: February 27, 2022 - March 3, 2022. Conference location: Anaheim, CA, United states. Conference code: 272339. DOI:10.1007/978-3-030-92388-4_5

[10] 李志慧, 杨凌志*, 胡航, 李勃, 郭宇峰. 新钢基于多元数据采集的电弧炉炼钢过程能量监控系统[J]. 中国冶金, 2022, 32(11): 97-105.

[11] 李勃, 杨凌志*, 宋景凌, 郭宇峰, 李志慧. 90t电弧炉炼钢流程一键合金加料优化系统应用[J]. 钢铁, 2022, 57(04): 58-67.

2021年

[1] Shuai Wang, Ying Jiang, Yufeng Guo*, Feng Chen, Lingzhi Yang*. Effects of specularite on the preheating and roasting characteristics of fluorine-bearing iron concentrate pellets. Crystals, 2021, 11(11), 1319.

[2] Lingzhi Yang, Hang Hu, Zeshi Yang*, Botao Xue, Yufeng Guo, Shuai Wang.A review on bath fluid flow stirring technologies in EAF steelmaking. Journal of Iron and Steel Research International. 2021,28 (11), 1341–1351.

[3] Hang Hu, Lingzhi Yang*, Yufeng Guo, Feng Chen, Shuai Wang, Fuqiang Zheng, Bo Li. Numerical simulation of bottom-blowing stirring in different smelting stages of electric arc furnace steelmaking. Metals 2021, 11(5), 799. https://doi.org/10.3390/met11050799.

[4] Botao Xue, Lingzhi Yang* , Yufeng Guo, Feng Chen, Shuai Wang, Fuqiang Zheng, Zeshi Yang. Design and construction of a laboratory-scale direct-current electric arc furnace for metallurgical and high-titanium slag smelting studies. Metals 2021, 11(5), 732. https://doi.org/10.3390/met11050732.

[5] 李勃, 杨凌志*, 谢孝容, 宋景凌, 郭宇峰, 胡航. 基于全铁水冶炼的45t电弧炉炼钢钢铁料优化模型研究[J]. 工业加热, 2021, 50(11): 9-16.

[7] 胡航, 杨凌志*, 易娟, 张盟, 宋景凌, 郭宇峰. 电弧炉炼钢能量优化与节能技术研究现状与展望[J]. 工业加热, 2021, 50(03): 1-7+12.

2020年

[1] Zeshi Yang, Lingzhi Yang, Ting Cheng*, Feng Chen, Fuqiang Zheng, Shuai Wang, Yufeng Guo. Fluid flow characteristic of EAF molten steel with different bottom-blowing gas flow rate distributions. ISIJ International. 2020,60(9): 1957-1967. DOI: 10.2355/isijinternational.ISIJINT-2019-794.

[2] Guangsheng Wei, Yun Wang*, Rong Zhu, Lingzhi Yang*. Influence of desulfurization with Fe2O3 on the reduction of nickel converter slag. Materials. 2020, 13(10):2423. DOI: 10.3390/ma13102423

[3] Guangsheng Wei, Yuhua Peng, Rong Zhu, Lingzhi Yang*, Xuetao Wu. Fluid dynamics analysis of O2–CaO jet with a shrouding flame for EAF steelmaking. ISIJ International. 2020, 60 (3): 481-491. https://doi.org/10.2355/isijinternational.ISIJINT-2019-207.

[4] 杨凌志, 薛波涛, 宋景凌, 魏光升, 郭宇峰, 谢鑫, 刘全胜. 电弧炉炼钢炉渣成分实时预报模型. 工程科学学报[J]. 2020, 42(S1): 39-46.

[5] 魏光升, 朱荣, 田博涵, 董凯, 杨凌志*. 金属熔池埋入式气–固喷吹冲击的特征规律[J]. 工程科学学报, 2020, 42(S1): 47-53.

[6] Botao Xue, Lingzhi Yang*, Yufeng Guo, Feng Chen, Fuqiang Zheng, Jinlai Zhang, Hongguo Yao, Xiaolei Hou. Research on the database construction of furnace material consumption in EAF steelmaking process. 11th International Symposium on High-Temperature Metallurgical Processing. 2020,pp 465-473. https://doi.org/10.1007/978-3-030-36540-0_41.

2019年

[1] Kai Feng, Anjun Xu, Dongfeng He, Lingzhi Yang*. Case-based reasoning method based on mechanistic model correction for predicting endpoint sulfur content of molten iron in KR desulfurization. Ironmaking & Steelmaking. 2020,47(7): 799-806. https://doi.org/10.1080/03019233.2019.1615307

[2] Lingzhi Yang, Zeshi Yang, Guangsheng Wei*, Yufeng Guo, Feng Chen, Fuqiang Zheng. Influence of ambient and oxygen temperatures on fluid flow characteristics considering swirl-type supersonic oxygen jets. ISIJ International. 2019, 59 (12): 2272-2282. https://doi.org/10.2355/isijinternational.ISIJINT-2019-030

[3] Ming Lv*, Rong Zhu, Lingzhi Yang*. High efficiency dephosphorization by mixed injection during steelmaking process. Steel research international. 2019, 90(3): 1800454 DOI: 10.1002/srin.201800454

[4] Xin Xie, Lingzhi Yang*, Yufeng Guo, Zeshi Yang, Shuai Wang and Jiamiao Ni. Research on real-time prediction of quality of the slag overflowing from furnace door based on image processing. Journal of Physics: Conference Series 2019,1288 (1) :423-431 doi:10.1088/1742-6596/1288/1/012058

[5] 杨泽世,杨凌志*,宋景凌,郭宇峰,魏光升,王柏惠,孙永钊.电弧炉EBT区不同底吹搅拌条件的钢液流动数值模拟[J]. 工程科学学报, 2018, 40(S1): 123-129.

[6] 吕明, 李航, 杨凌志*, 李小明, 邢相栋, 杨泽世. EBT区域底吹流量变化对电弧炉炼钢的影响[J]. 钢铁, 2019, 54(10): 38-44.

~2018年

[1] Shuai Wang, Yufeng Guo*, Jianjun Fan, Yu He, Tao Jiang, Feng Chen, Fuqiang Zheng, Lingzhi Yang*.Initial stage of deposit formation process in a coal fired grate-rotary kiln for iron ore pellet production. Fuel Processing Technology. 175 (2018) 54-63.

[2] Guangsheng Wei, Rong Zhu, Lingzhi Yang*, Kai Dong, Run-zao Liu. Modeling on impact zone volume generated by coherent supersonic jet and conventional supersonic jet. Journal of Iron and Steel Research International. 2018, 25(7):681–691.

[3] Guangsheng Wei, Rong Zhu, Xuetao Wu, Lingzhi Yang*, Kai Dong, Ting Cheng*, and Tianping Tang. Study on the fluid flow characteristics of coherent jets with CO2 and O2 mixed injection in electric arc furnace steelmaking processes. Metallurgical and Materials Transactions B. 2018, 49B (3):1405-1420.

[4] Guangsheng Wei, Rong Zhu*, Xuetao Wu, Kai Dong, Lingzhi Yang*, Runzao Liu. Technological innovations of carbon dioxide injection in EAF-LF steelmaking. JOM, 2018, 70(6): 969-976. (https://doi.org/10.1007/s11837-018-2814-3)

[5] Lingzhi Yang, Tao Jiang, Guanghui Li*, Yufeng Guo, Feng Chen .Present situation and prospect of EAF gas waste heat utilization technology. High Temperature Materials and Processes. 2018, 37(4):1-7. (DOI : https://doi.org/10.1515/htmp-2016-0218)

[6] Fei Zhao, Dongbai Sun,Rong Zhu, Lingzhi Yang*. Effect of Sshrouding gas parameters on characteristics of supersonic coherent jet. Metallurgical and Materials Transactions B, 2017, 48(3): 1807-1816.

[7] Lingzhi Yang, Tao Jiang, Guanghui Li*, Yufeng Guo. Discussion of carbon emissions for charging hot metal in EAF steelmaking process, High Temperature Materials and Processes. 2017, 36(6): 615-621. (DOI 10.1515/htmp-2015-0292).

[8] Guohong Ma, Rong Zhu, Kai Dong, Zhizheng Li, Runzao Liu, Lingzhi Yang*, Guangsheng Wei. Development and application of electric arc furnace combined blowing technology, Ironmaking & Steelmaking, 2016, 43(8), 594-599. (DOI: 10.1080/03019233.2016.1144547)

[9] 赵飞,孙冬柏,朱荣,杨凌志*.不同伴随流条件下的集束射流流场特性[J].中南大学学报(自然科学版), 2018, 2: 282-289.

[10] Zeshi Yang,Lingzhi Yang*,Yufeng Guo,Guangsheng Wei,Ting Cheng. Simulation of velocity field of molten steel in electric arc furnace steelmaking. 9th International Symposium on High-Temperature Metallurgical Processing. Phoenix, 2018.03.11-2018.03.15, pp 69-79

[11] Lingzhi Yang*, Rong Zhu, Kai Dong, Guangsheng Wei. Research of digital platform and process guidance model in EAF steelmaking process. 9th International Symposium on High-Temperature Metallurgical Processing. Phoenix, 2018.03.11-2018.03.15, pp 591-600. (doi:10.1007/978-3-319-72138-5_57)

[12] Lingzhi Yang*, Yufeng Guo, Feng Chen, ZeQiang Xie, Baihui Wang, Alloy yield prediction model based on the data analysis in EAF steelmaking process, 8th International Symposium on High-Temperature Metallurgical Processing, San Diego, Calif., USA，2017.02.26-2017.03.02

[13] 王柏惠,杨凌志*,郭宇峰,董凯,王超,杨泽世.电弧炉炼钢成分预报现状与熔池搅拌对其影响[J].中国冶金,2017,27(12):1-7.

[14] 杨凌志,朱长富,马国宏,魏光升.电弧炉炉气余热利用的节能减排探讨[N]. 世界金属导报,2016-02-16B10

[15] 杨凌志,朱荣.电弧炉炼钢成分控制模型研究现状与展望[J].工业加热,2016,01:26-29+41.

[16] 杨凌志,朱荣,程挺等.电弧炉炼钢成分控制模型研究现状与展望[C].//2015年全国特钢年会论文集.2015:97-108.)

[17] 杨凌志,王洪,苏荣芳,王连森.电炉炼钢流程多尺度控制模型研究[N]. 世界金属导报,2015-11-10B03