个人简介
3499cc拉斯维加斯教授、博士生导师,国家优秀青年科学基金获得者,3499cc拉斯维加斯逸仙学者,中国土木工程学会工程风险与保险研究分会理事,广东省应急管理厅专家委员会委员,中国岩石力学与工程学会兼职副秘书长。主要从事重大基础设施与海洋工程全寿命风险智慧评估与管控研究,在可靠度设计、随机过程建模与求解方法、智能运维决策等方面取得一系列成果。在国际权威期刊《Water Research》、《Computer-Aided Civil and Infrastructure Engineering》、《Journal of Geotechnical and Geoenvironmental Engineering》、《Canadian Geotechnical Journal》、《Ocean Engineering》、《Engineering Geology》、《Acta Geotechnica》、《Soil Dynamics and Earthquake Engineering》等上发表学术论文70余篇,同时担任40多个国际期刊的审稿人;担任《地质科技通报》和《Journal of Infrastructure Preservation and Resilience》青年编委。主持和作为骨干参与近30项国家级省部级科研课题。拥有国家发明/实用新型专利10项;软著2项;主编/参编专著3本。获JRMGE优秀审稿人(2018、2021),JGGE和CGJ主编精选奖(2019),加拿大岩土工程学会RM Quigley 荣誉奖(2020),美国土木工程师学会TA Middlebrooks奖(2021),广东省土木建筑学会科学技术奖二等奖(2022)以及广东省工程勘察设计行业协会科学技术奖一等奖(2022)。
代表性成果
- 展示了“数据库建设-模型评估与校正-可靠度设计框架搭建”的现代基础设施设计风险管控全过程
- 提出了基础设施服役性能指标构建方法,建立了路径依赖的老化随机过程模型以及老化-维修耦合分析模型,提高了基础设施服役性能预测精度,增强了灾变风险管控能力
- 提出了路径依赖随机过程模型在早期路径缺失条件下的一般性求解算法,完善了随机过程建模理论,拓展和深化了其应用范围
教育经历
博士/土木工程 多伦多城市大学(加拿大) 2012.9 至 2016.4
硕士/岩土工程 3499cc拉斯维加斯 2009.9 至 2012.6
学士/地球信息科学与技术 3499cc拉斯维加斯 2005.9 至 2009.6
工作经历
教授 3499cc拉斯维加斯 2023.6 至今
青年研究员 3499cc拉斯维加斯 2022.4 至 2023.6
副教授 3499cc拉斯维加斯 2019.10 至 2022.4
博士后 加拿大多伦多城市大学 2017.7 至 2019.10
博士后 加拿大皇家军事学院 2016.7 至 2017.6
研究方向
- 随机过程建模与求解
- 基础设施全寿命风险智慧管控
- 管道工程
- 边坡工程
- 隧道工程
教学
- 《城市地下管网工程》(本科课程)
- 《海洋岩土工程》(本科课程)
- 《工程荷载与可靠度设计原理》(本科课程)
- 《工程制图与CAD》(本科课程)
- 《地下建筑结构设计》(本科课程)
- 《工程荷载、可靠度与决策》(研究生课程)
- 《土木工程基础英语(专业)》(研究生课程)
- 《海洋岩土工程》(研究生课程)
- 《机器学习方法在土木工程中的应用》(研究生课程)
学院服务
- 院长助理(2024.03至今)
- 地下空间工程团队教研室主任(2020.04至2024.03)
- 地下空间工程团队第一研究生党支部书记(2022.10至2024.06)
- 3499cc拉斯维加斯博士生党支部书记(2021.04至2022.10)
学生培养
- 第二届广东省智慧水利创新大赛,三等奖,2022
- 第十三届管道工程与非开挖技术国际研讨会创新创业大赛一等奖、学术报告大赛三等奖,2023
专利(排名1)
- 一种基于分布式光纤的排水管道灾害预警装置及方法(2023113156801)
- 基于载荷-腐蚀耦合作用的混凝土试验装置与方法(2023116805601)
- 一种管道开裂渗漏引起的路面塌陷预测方法、系统及设备(2024100389530)
- 一种市政排水管道流速、流量智能评估方法及系统 (2022104249380)
- 一种市政排水管道堵塞情况监控与处理方法及系统(2022105311088)
学术著作
1. 期刊论文(部分)
中文论文
- 张俊,曾川峰,梁健明,林沛元*,马保松. (2024). 盾构隧道开挖诱发输电铁塔基础沉降预测. 地下空间与工程学报,已录用.
- 严辉,林沛元. (2024). 深圳市岩溶地层标准贯入击数神经网络模型. 地质科技通报,10.19509/j.cnki.dzkq.tb20230705
- 刘动,林沛元,李伟科,黄胜,马保松. (2024). 跨孔CT岩溶识别方法准确性的统计学评价. 岩土力学,2024 (3): 822-834.
- 林沛元,郭潘峰,郭成超,陈立朝,王复明. (2023). 钢板、高聚物、土不同材料界面剪切特性试验研究. 岩土工程学报,45(1):85-93.
- 王锐松,郭成超,林沛元,王复明. (2023). 富水粉土基坑装配式可回收支护开挖响应分析. 岩土力学,44(3):843-853.
- 林沛元,文泽国,刘海鹏,蔡彦枫,郭成超. (2022). 广东工程海域极值风速计算的YanMeng风场模型. 自然灾害学报,31(06): 104-112.
- 刘动,林沛元(通讯作者),陈贤颖,黄胜,马保松. (2022). 深圳岩溶空间发育规律统计分析. 岩土力学,43(07):1-15.
- 阙云,黄瑞,林沛元(通讯作者),杨光华. (2021). 简化增量法计算土钉轴力的模型准确性分析. 岩石力学与工程学报,40(1):158-174.
- 陈立朝,林沛元,郭成超,王复明. (2020). 装配式可回收基坑支护结构桩间土体临空面稳定性分析. 岩土力学, S2, DOI: 10.16285/j.rsm.2020.0914.
- 汤连生,林沛元,吴科,等. 单点动载下路基动应力状态及有效作用半径分析. 岩石力学与工程学报,2011, 30(s2), 4056-4063.
- 汤连生,林沛元,吴科,等. 交通荷载下路基土中动应力响应特征分析. 岩土工程学报,2011,33(11), 1745–1749.
- 颜波,林沛元,于海涛,等. 强夯地基处理夯沉量及夯击能量耗散分析. 岩土工程学报,2011. 33(s1): 242–245.
- 汤连生,林沛元,吴科,等. 交通荷载下层状路基动附加应力的弹性计算模型. 岩石力学与工程学报,2009, 28(11), 2208–2214.
- 汤连生,徐通,林沛元,等. 交通荷载下层状道路系统动应力特征分析. 岩石力学与工程学报,2009,28(S1), 3876–3884.
英文论文
岩土工程国际三大
- Lin, P. Y., Bathurst, R. J. (2022). LRFD calibration of facing limit states for soil nail walls. ASCE Journal of Geotechnical and Geoenvironmental Engineering, 148(11): 04022094.
- Lin, P. Y., Ni, P.P., Guo, C. C., Mei, G. X. (2020). Mapping Soil Nail Loads Using FHWA Simplified Models and Artificial Neural Network Technique. Canadian Geotechnical Journal,57(10): 1453-1471.
- Lin, P. Y., Bathurst, R.J. (2019). Calibration of resistance factors for load and resistance factor design of internal limit states of soil nail walls. ASCE Journal of Geotechnical and Geoenvironmental Engineering, 145(1), 04018100.
- Bathurst, R. J., Allen, T., Lin, P. Y., Nezam Bozorgzadeh. (2019). LRFD calibration of internal limit states for geosynthetic MSE walls. ASCE Journal of Geotechnical and Geoenvironmental Engineering, 145(11):04019087.
- Bathurst, R. J., Lin, P. Y., Allen, T. (2019). Reliability-based design of internal limit states for mechanically stabilized earth walls using geosynthetic reinforcement. Canadian Geotechnical Journal, 56(6):774-788.
- Lin, P. Y., Bathurst, R. J. (2018). Reliability-based internal limit states analysis and design of soil nails using different load and resistance models. ASCE Journal of Geotechnical and Geoenvironmental Engineering, 144(5): 04018022.
- Lin, P. Y., Bathurst, R. J. (2018). Influence of cross-correlation between nominal load and resistance on reliability-based design for simple linear soil-structure limit states. Canadian Geotechnical Journal, 55(2): 279–295.
- Liu, H. F., Tang, L. S., Lin, P. Y. (通讯), Mei, G. X. (2018). Accuracy assessment of default and modified FHWA simplified models for estimation of facing tensile forces of soil nail walls. Canadian Geotechnical Journal, 55:1104-1115.
- Lin, P. Y. (通讯), Liu, J. Y., and Yuan, X. X. (2017). Reliability analysis of soil nail walls against external failures in layered ground. ASCE Journal of Geotechnical and Geoenvironmental Engineering, 143(1): 04016077.
- Lin, P. Y., Bathurst, R. J., and Liu, J. Y. (2017). Statistical evaluation of the FHWA simplified method and modifications for predicting soil nail loads. ASCE Journal of Geotechnical and Geoenvironmental Engineering, 143(3): 04016107.
中科院大类1区和Top期刊
- Li, H.Y., Zuo, S.Y., Lin, P.Y.(通讯) (2024). A new elastoplastic model for bolt-grouted fractured rock. International Journal of Mining Science and Technology, https://doi.org/10.1016/j.ijmst.2024.07.011.
- Lin, P.Y., Ding, M.Y., Liu, H.P., Liu, Y.P., and Wang, K. (2024). Statistical accuracy of finite element method in predicting horizontal displacement of monopiles for offshore wind turbines. Marine Structures, 97: 103641.
- Lin, P.Y.(通讯), Zhong, X.M., Guo, C.C., Yang, F., and Wang, F.M. (2023). Statistical Evaluation of Jacking-installation Resistance Models for Suction Foundation of Offshore Wind Turbines in Sands. Ocean Engineering, 279:114605.
- Zhao, C.Y., Mahmoudi, E., Luo, M.M., Jiang, M.J., Lin, P.Y.(通讯) (2023). Unfavorable geology recognition in front of shallow tunnel face using machine learning. Computers & Geotechnics, 157:105313.
- Sun, W., Fish, J., and Lin, P.Y.(通讯) (2022). Numerical simulation of fluid-driven fracturing in orthotropic poroelastic media based on a peridynamics-finite element coupling approach. International Journal of Rock Mechanics and Mining Sciences, 158:105199.
- Lin, P.Y., Chen, X.Y., Jiang, M.J., Song, X.G., Xu, M.J., Huang, S. (2022). Mapping shear strength and compressibility of soft soils with artificial neural networks. Engineering Geology, 300: 106585.
- Liu, D., Lin, P.Y. (通讯), Zhao, C.Y., Qiu, J.J. (2021). Mapping horizontal displacement of soil nail walls using machine learning approaches. Acta Geotechnica, 16:4027-4044.
- Liu, H. F., Ma, H.H., Chang, D., Lin, P.Y. (通讯). (2021). Statistical Calibration of Federal Highway Administration Simplified Models for Facing Tensile Forces of Soil Nail Walls. Acta Geotechnica, 16(5): 1509–1526.
- Hu, Y.Q., Lin, P.Y., Guo, C.C., Mei, G.X. (2020). Assessment and calibration of two models for estimation of soil nail loads and system reliability analysis of soil nails against internal failures. Acta Geotechnica, 15(10): 2941-2968.
- Lin, P. Y. (通讯), Liu, J.Y. (2020). Evaluation and calibration of ultimate bond strength models for soil nails using maximum likelihood method. Acta Geotechnica, 15(7): 1993–2015 (2020)
- Lin, P. Y., Yuan, X. X. (2019). A Two-Time-Scale Point Process Model of Water Main Breaks for infrastructure asset management. Water Research, 150, 296–309.
- Lin, P. Y., Yuan, X. X., Tovilla, E. (2019). Integrative modeling of performance deterioration and maintenance effectiveness for infrastructure assets with missing condition data. Computer-Aided Civil and Infrastructure Engineering, 34: 677–695.
- Yuan, J., Lin, P. Y. (通讯), Huang, R., Que, Y. (2019). Statistical evaluation and calibration of two methods for predicting nail loads of soil nail walls in China. Computers and Geotechnics, 108: 269-279.
- Yuan, J., Lin, P. Y. (通讯), Mei, G.X., Hu, Y.Q. (2019). Statistical prediction of deformations of soil nail walls. Computers and Geotechnics, 115(11): 103168.
- Lin, P. Y., and Liu, J. Y. (2017). Analysis of resistance factors for LRFD of soil nail walls against external stability failures. Acta Geotechnica, 12(1): 157-169.
- Lin, P. Y., Bathurst, R. J., Javankhoshdel, S., and Liu, J. Y. (2017). Statistical analysis of the effective stress method and modifications for prediction of ultimate bond strength of soil nails. Acta Geotechnica, 12(1): 171–182.
其它(部分)
- Lin, P.Y. (通讯), Yuan, A. (2022). Performance of reliability-based design formats in geotechnical applications. Rock Mechanics Bulletin. DOI:10.1016/j.rockmb.2022.100025
- Lin, P.Y. (通讯), Yuan, A., Li, K., and Fang, H. (2022). Stochastic deterioration modelling of sidewalk performance using compound poisson processes. Sustainable and Resilient Infrastructure, 7(6):861-877.
- Lin, P.Y., Chen, X.Y., Huang, S., and Ma, B.S. (2022). An Optimal Maintenance and Replacement Strategy for Deteriorating Water Mains. Water, 14(13), 2097; https://doi.org/10.3390/w14132097
- Lin, P.Y., Chen, X.Y., Jiang, M.J., Xu, M.J., and Mei, G.X. (2022). Development of models for facing tensile forces of soil nail walls using statistical approaches. Georisk, 16(4):710-727. (中科院大类2区)
- Dai, Z.J., Zhao, C.Y., Guo, C.C., Lin, P.Y.(通讯) (2021). System Reliability Analysis of Soil Nail Walls against Facing Failures. International Journal of Geomechanics, 21(9): 04021171. (中科院大类2区)
- Lin, P.Y., Yuan, X.X. (2020). An Advanced Statistical Method for Point Process Modelling with Missing Event Histories. IEEE ACCESS, doi:10.1109/ACCESS.2020.3039005. (中科院大类2区)
- Lin, P.Y., Yuan, X.X., Li, K., Fang, Henry. (2020). Development of Performance Measures for Pedestrian Sidewalk Asset Management. Infrastructure Asset Management, 7(3): 190-200.
- Lin, P.Y., Tang, L., and Ni, P. (2020). A generalized plastic mechanics based constitutive model for estimation of dynamic stresses in unsaturated subgrade soils. International Journal of Geomechanics, 2020, 20(7): 04020084. (中科院大类2区)
- Lin, P. Y., Tang, L. S., and Ni, P. P. (2019). Field evaluation of unsaturated subgrade soils under cyclic dynamic loads using orthogonal earth pressure transducers. Soil Dynamics and Earthquake Engineering, 121(6): 12–24. (中科院大类2区)
- Liu, H. F., Tang, L. S., Lin, P. Y. (2018). Estimation of ultimate bond strength for soil nails in clayey soils using Maximum likelihood method. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 12(3): 190-202. https://doi.org/10.1080/17499518.2017.1422525. (中科院大类2区)
2. 专著
- 《机器学习方法与岩土工程应用》,中国建筑工业出版社,主编,60万字,2023.
- 《土工试验手册》(第3卷:有效应力试验),中国建筑工业出版社,参编,2023.
- 《中国土木工程学会史1912~2022》,中国建筑工业出版社,参编,2023.
3. 会议论文
- Zhong, X.M., Lin, P.Y. (2022). Evaluation of traditional jacked penetration model for offshore wind turbine suction foundation in sand, ISGSR, Newcastle, Australia.
- Wen, Z.G., Lin, P.Y., Guo, C.C., Wang, F.M. (2022). Reliability Analysis of Pile Foundation Inclination for Offshore Wind Turbines Subjected to Typhoons, ICOSSAR, 2021-2022, Shanghai, China.
- Lin, P. Y., Yuan, X.X. (2020). Optimal replacement strategy for water mains based on a two-time-scale deterioration model, IALCCE2020.
- Lin, P. Y., Yuan, X.X., Rashedi, R. (2018). Empirical bayes-based markov chain deterioration modelling for municipal sewer systems. Life Cycle Analysis and Assessment in Civil Engineering, Sixth International Symposium on Life-Cycle Civil Engineering, Ghent, Belgium.
- Lin, P. Y., Bathurst, R. J., and Liu, J. Y. (2015). “Evaluation of prediction accuracy of ultimate bond strength of soil nails by the effective stress method.” Canadian Geotechnical Society (CGS) Annual Conferences, Quebec, QB, Canada.
- Lin, P. Y., Liu, J. Y., and Yuan, X. X. (2014). “Load and resistance factor design of soil nail walls.” Canadian Geotechnical Society (CGS) Annual Conferences, Regina, SK, Canada.
- Lin, P. Y., Li, J., Kim, T. C., and Liu, J. Y. (2013). “Experimental investigation of ultrasonic non-destructive testing of soil nails.” Canadian Geotechnical Society (CGS) Annual Conferences, Montreal, QB, Canada.
4. 技术报告
- Lin, P. Y., Yuan, X.X. (2019). Developing Stochastic Deterioration Models for Risk-Informed Asset Management of Pedestrian Sidewalks. Technical Report for The City of Calgary, Alberta, Canada. pp. 114.
- Lin, P. Y., Yuan, X.X. (2018). Development of Evidence-Based, Risk-Informed Preventive Management Prioritization Methodology for Wastewater Asset Management. Technical Report for The Region of Peel, Ontario, Canada. pp. 79.
- Lin, P. Y., Yuan, X.X. (2018). A Simple Markov Chain Model for Structural Deterioration of Sewer Pipes for Risk-Informed Asset Management in Municipal Wastewater Systems. Technical Report for Infrastructure Solutions Inc., pp. 25.
- Liu, J. Y., Zhang, D. Y., Lin, P. Y., Cai, Z., and Rong, X. Y. (2014). “Ultrasonic non-destructive testing of soil nails.” Technical Report for Ontario Centres of Excellence (OCE) and DYWIDAG-SYSTEMS INTERNATIONAL (DSI), pp. 97.
获奖及荣誉
- 优秀审稿人, Journal of Rock Mechanics and Geotechnical Engineering, 2024
- 中国建筑工业出版社优秀图书一等奖(参编),2023
- 广东省土木建筑学会科学技术奖二等奖,2022
- 广东省工程勘察设计行业协会科学技术奖一等奖,2022
- 3499cc拉斯维加斯逸仙学者,2022
- Thomas A. Middlebrooks, 美国土木工程师学会ASCE, 2021
- 优秀审稿人, Journal of Rock Mechanics and Geotechnical Engineering, 2021
- RM Quigley Award (Honorable Mention), 加拿大岩土工程学会CGS, 2020
- Editor's Choice, Journal of Geotechnical and Geoenvironmental Engineering, 2019
- Editor's Choice, Canadian Geotechnical Journal, 2019
- 优秀审稿人, Journal of Rock Mechanics and Geotechnical Engineering, 2018
- Ryerson大学 Doctoral Completion Award, 2016
- Ryerson大学全额奖学金, 2012 至 2015
- Diffendal奖学金,2011
- 光华教育奖学金,2010
- 国家励志奖学金,2008
- 3499cc拉斯维加斯优秀学生奖学金,2005-2008
科研项目
主持
- 面向结构性退化风险的排水管道缺陷检测,三峡集团,2024.03至2025.03
- 市政管网灾变防控理论与关键技术,广东ZJ创新创业团队第一核心成员,2023.1至2027.12
- 滨海基础设施全寿命风险管控,国家自然科学基金优秀青年基金,2022.1 至 2024.12
- 污水管网运行塌陷高风险故障预警与诊断技术研究,国家重点研发计划子课题,2022.12至2026.12
- 市政管网智慧运维理论与关键技术,中央高校业务经费,2022.4至2025.4
- 暴雨下土钉支护边坡灾变机理及全寿命可靠性研究, 国家自然科学基金青年基金,2021.1 至 2023.12
- 海上风电吸力桶基础抗震性能研究,广东省自然科学基金,2021.1 至 2023.12
- 台风作用下海上风电桩基系统可靠性研究,广西防灾减灾与工程安全重点实验室,2021.1至2022.12
- 台风作用下海上风电单桩基础动力响应特性研究,广州市科技计划项目,2021.4至2023.3
- 土木工程风险评估与控制,3499cc拉斯维加斯百人计划,2019.10 至 2022.10
参与
- 隧道与地下工程灾变防控创新团队,广东省普通高校创新团队项目( 自然科学),2024.9至2027.8,排名2
- 深部地下岩土体多场耦合力学特性与灾变防控,中央高校基本科研业务费重点领域项目(学科交叉团队项目),2024.01至2026.12
- 公路工程全过程BIM技术应用标准体系及快速建模方法研究,广州市交通设计研究院,2023.06至2023.12
- 广花城际岩溶区隧道全寿命周期智慧管控关键技术研究,中铁建华南建设有限公司,2023.01至2026.12
- 郑州市常庄水库加固提升及金水河分洪工程科研咨询服务,中原区贾鲁河流域防洪能力提升工程建设管理局,2023.08至2025.08
- 滨海基础设施灾变防控,教育部111引智基地,2023.01至2027.12,项目联系人/主要参与人
- 粤港澳大湾区城市水灾害智慧管理与防控,广东省自然科学基金卓越青年团队项目,2023.01至2027.12,参与
- 海上风电场全寿命周期安全监测、预警、防控及保护措施系统等研究与应用,广东省科技厅,2022.01至2024.12,参与
- 广东省自然灾害综合风险评估与区划,广东省应急厅,2022.04至2023.10,参与
- 电力顶管隧道施工关键技术及安全研究技术研发,佛山电力设计院,2021.01至2022.06
- 地下工程水灾变试验设施,广东省发改委,2021.01至2021.12,参与
- 海洋土木灾变防控,科技部,2021,项目联系人/主要参与人
- 河口海岸与岛礁工程,广东省科学技术厅,2020,主要参与人
- 抗腐蚀海洋油气管道研制及产业化,广东省自然资源厅,2020.1至2022.1,主要参与人
- 城市地下设施安全管控战略研究,中国工程院,2019.12至2020.12,主要参与人
- 基于风险知情决策的城市人行道管理维护措施,加拿大卡尔加里市政府项目,2018 至 2019,主要参与人,排名2
- 基于循证与风险理论的城市污水管网优先预防管理方法,加拿大皮尔大区政府项目,2017 至 2018,主要参与人,排名2
- 风险知情决策的多准则优化算法与基础设施资产管理,加拿大国家自然科学基金,2017 至 2018,主要参与人,排名2
- 基于可靠度理论的加筋挡土墙设计,加拿大国家自然科学基金,2016 至 2017,主要参与人,排名2
- 土钉墙设计规范,加拿大安大略省交通厅基建基金,2013,主要参与人,排名2
- 土钉无损检测技术,加拿大国家自然科学基金, 2012 至 2014,主要参与人,排名3
社会兼职
- 中国岩石力学与工程学会兼职副秘书长
- 中国土木工程学会工程风险与保险研究分会,理事
- 广东省应急管理厅专家委员会,委员
- 中国土木工程学会土力学及岩土工程青委会,委员
- 中国岩石力学与工程学会环境岩土工程分会青年工作委员会,委员
- 3499cc拉斯维加斯地球科学与工程学院校友理事
- International Consortium Geo-disaster Reduction TC-5 秘书长
学术兼职
为以下期刊编委
- 《地质科技通报》
- Journal of Infrastructure Preservation and Resilience
为以下期刊审稿人
- Water Research
- ASCE Journal of Geotechnical and Geoenvironmental Engineering
- Canadian Geotechnical Journal
- Engineering Geology
- Marine Georesources & Geotechnology
- Environmental Geotechnics
- Journal of Rock Mechanics and Geotechnical Engineering
- Engineering Computations
- Georisks
- Geomechanics and Geoengineering: An International Journal
- Geomechanics and Engineering An International Journal
- European Journal of Environmental and Civil Engineering
- Construction & Building Materials
- Underground Space
- Infrastructure Asset Management
- Journal of Computational Design and Engineering
- Journal of Harbin Institute of Technology
- Sciences of The Total Environment
- Transportation Safety and Environment
- Bulletin of Engineering Geology and the Environment
- 岩土工程学报
- 岩土力学
- 土木工程学报
- 哈尔滨工业大学学报
- 浙江大学学报
- 工程力学
备注
长期招聘博士后,待遇从优。科研合作与招生咨询,请联系:linpy23@mail.sysu.edu.cn 或 linpy86@163.com