林佳瑞

林佳瑞

副研究员

发表论著

您可以通过以下学术主页/链接查看我的论著信息：

期刊论文

Intelligent Identification and Correction of Property-related Design Defects in BIM via Large Language Models

发表于 Automation in Construction, 2026 cited by count

本文提出一种基于大模型的BIM设计缺陷智能识别与修复方法，可同时处理多类缺陷并可以有效控制大模型幻觉难题，通过大模型实现了设计缺陷从识别到修复的全流程自动处置

引用方式: Lin, J.R., Cai, Y., Ni, X.R., Pan, P.* (2026). Intelligent Identification and Correction of Property-related Design Defects in BIM via Large Language Models. Automation in Construction, 192, 107218. doi: 10.1016/j.autcon.2026.107218 http://doi.org/10.1016/j.autcon.2026.107218

工程建设行业生成式AI大模型应用现状与趋势

发表于 施工技术(中英文), 2026 cited by count

本文深度剖析了生成式 AⅠ大模型在工程建设行业全生命周期的应用现状与趋势，并提出了基于信息熵流变的输入 /输出(Ⅰ/O)的生成式AI任务分类框架

引用方式: 宋盛禹, 黄欣, 王诗羽, 郭文军, 康凯, 张一鸣, 张微, 王明溥, 林佳瑞* (2026). 工程建设行业生成式AI大模型应用现状与趋势. 施工技术(中英文), 55(14), 1-7. doi: 10.7672/sgjs2026140001 https:/www.chinadoi.cn/10.7672/sgjs2026140001

Precise Longitudinal Crack Detection via Continuous Texture Reconstruction and Deep Segmentation

发表于 Advanced Engineering Informatics, 2026 cited by count

本文提出一种双通道裂缝检测模型，融合连续路面纹理重建、深度分割与高精度边界精修算法，实现纵向裂缝的现场检测与精度提升

引用方式: An, P., Ren, Z.R., Liu, L.X., Lin, J.R., Yu, Y., Guo, Y.T., Hou, C., Hu, Z.Z.* (2026). Precise Longitudinal Crack Detection via Continuous Texture Reconstruction and Deep Segmentation. Advanced Engineering Informatics, 76, 104919. doi: 10.1016/j.aei.2026.104919 http://doi.org/10.1016/j.aei.2026.104919

Graph-Based Rule Representation for Automated Design Checking

发表于 Architectural Engineering and Design Management, 2026 cited by count

研究提出一种面向智能审图的图结构规则表达方法，实现了高效的审图规则表征与代码生成

引用方式: Zhang, S., Chen, K.Y., Lin, J.R.*, Pan, P.* (2026). Graph-Based Rule Representation for Automated Design Checking. Architectural Engineering and Design Management, 1-27. doi: 10.1080/17452007.2026.2632098 http://doi.org/10.1080/17452007.2026.2632098

面向新时代强交叉人才培养的土木与建筑工程CAE课程建设

发表于 高等建筑教育, 2026 cited by count

论文探讨了如何通过计算机辅助工程（CAE）培养强交叉人才，并总结了新时代土木与建筑工程CAE课程建设和改革的基本经验

引用方式: 胡振中, 朱时艺, 林佳瑞 (2026). 面向新时代强交叉人才培养的土木与建筑工程CAE课程建设. 高等建筑教育, 35(1), 106-117. doi: 10.11835/j.issn.1005-2909.2026.01.012 http://doi.org/10.11835/j.issn.1005-2909.2026.01.012

Simultaneous Digital Twin: Chaining Climbing-Robot, Defect Segmentation, and Model Updating for Building Facade Inspection

发表于 Buildings, 2026 cited by count

论文提出了一种面向建筑外墙检测的实时数字孪生框架，实现了爬壁机器人、缺陷分割算法与数字孪生平台的端到端集成，实现外墙缺陷的秒级识别、更新与可视化

引用方式: Song, C.*, Lu, C., Shi, Y., He, A., Lin, J.R.*, Ma, Z. (2026). Simultaneous Digital Twin: Chaining Climbing-Robot, Defect Segmentation, and Model Updating for Building Facade Inspection. Buildings, 16(3), 646. doi: 10.3390/buildings16030646 http://doi.org/10.3390/buildings16030646

基于巡检视频的COLMAP图像三维重建效率与精度评估

发表于 东南大学学报（自然科学版）, 2026 cited by count

本文系统评估了消费级相机进行室内巡检、三维重建的效率与精度，揭示了室内场景图像三维重建效率与精度的一般规律

引用方式: 林佳瑞, 周绍杰, 王宇平, 曾申翔, 衣子俊, 潘鹏* (2026). 基于巡检视频的COLMAP图像三维重建效率与精度评估. 东南大学学报（自然科学版）, 56(2), 183-190. doi: 10.3969/j.issn.1001-0505.2026.02.001 https://doi.org/10.3969/j.issn.1001-0505.2026.02.001

Generative Model-Based Building Evacuation Simulation for Safety Design

发表于 Journal of Building Engineering, 2025 cited by count

本研究提出 DiffEvac 方法，用于高效疏散模拟与安全设计优化，其结构相似性指数（SSIM）最高提升 37.6%，模拟速度加快 16 倍

引用方式: Han, J., Zheng, Z., Gu, Y., Lin, J.R.*, Lu, X.Z. (2025). Generative Model-Based Building Evacuation Simulation for Safety Design. Journal of Building Engineering, 116, 114644. doi: 10.1016/j.jobe.2025.114644 http://doi.org/10.1016/j.jobe.2025.114644

Translating Regulatory Clauses into Executable Codes for Building Design Checking via Large Language Model Driven Function Matching and Composing

发表于 Engineering Applications of Artificial Intelligence, 2025 cited by count

本研究提出了LLM-FuncMapper，可基于大模型提示学习实现基元函数的自动匹配与快速组合，从而将复杂规范文本解析为计算机代码，为智能审图、智能设计提供重要支撑

引用方式: Zheng, Z., Han, J., Chen, K.Y., Cao, X.Y., Lu, X.Z., Lin, J.R.* (2026). Translating Regulatory Clauses into Executable Codes for Building Design Checking via Large Language Model Driven Function Matching and Composing. Engineering Applications of Artificial Intelligence, 163, 112823. doi: 10.1016/j.engappai.2025.112823 http://doi.org/10.1016/j.engappai.2025.112823

SMALLM: a Local Small Model Augmented a Cloud-based Large Language Model for Chinese Named Entity Recognition in Low-resource Industries

发表于 Complex & Intelligent Systems, 2025 cited by count

针对商用LLMs在专业领域NER任务中表现欠佳、且该领域面临数据与计算资源短缺的问题，本研究提出集成本地BERT小模型与ChatGPT的SMALLM框架，通过少样本学习、仅更新少量参数及转换闭源LLM响应等方式，在建筑、军事、医疗等中文数据集上显著提升性能，且低资源场景表现优于主流模型

引用方式: Yang, J., Yang, Z.*, Wu, C.*, Guo, Y., Li, X., Lin, J. (2025). SMALLM: a Local Small Model Augmented a Cloud-based Large Language Model for Chinese Named Entity Recognition in Low-resource Industries. Complex & Intelligent Systems, 11, 460. doi: 10.1007/s40747-025-02074-6 http://doi.org/10.1007/s40747-025-02074-6

Pretrained Graph Neural Network for Embedding Semantic, Spatial, and Topological Data in Building Information Models

发表于 Computer-Aided Civil and Infrastructure Engineering, 2025 cited by count

针对当前大模型难以有效处理BIM模型中语义、空间及拓扑特征的问题，本研究首先构建了面向BIM的大规模图神经网络 BIGNet，经设计缺陷识别等多任务验证表明BIGNet性能优异，可有效利用BIM模型中丰富的设计特征

引用方式: Han, J., Lu, X.Z., Lin, J.R.* (2025). Pretrained Graph Neural Network for Embedding Semantic, Spatial, and Topological Data in Building Information Models. Computer-Aided Civil and Infrastructure Engineering, 40(26), 4607-4631. doi: 10.1111/mice.70073 http://doi.org/10.1111/mice.70073

Ontology-based Multi-source Heterogeneous O&M Data Integration Framework for Tunnel Structural Health Assessment

发表于 Structure and Infrastructure Engineering, 2025 cited by count

本研究提出了基于本体的隧道运维多源异构数据集成方法，创新了概念相似性与局部置信度映射方法，通过模糊评价实现了隧道健康的高效评估与运维。

引用方式: Liu, L., An, P., Ren, Z., An, R., Lin, J., Guo, Y., Hu, Z.Z.* (2025). Ontology-based Multi-source Heterogeneous O&M Data Integration Framework for Tunnel Structural Health Assessment. Structure and Infrastructure Engineering, 1-21. doi: 10.1080/15732479.2025.2521016 http://doi.org/10.1080/15732479.2025.2521016

A Multi-object Detection Method for Building Fire Warnings through Artificial Intelligence Generated Content

发表于 Scientific Reports, 2025 cited by count

本研究提出基于 AIGC 的建筑火灾多目标检测方法，通过构建 AIGC 数据集解决真实样本匮乏问题，改进模型后实现 95.7% 的火焰与烟雾检测精度，能在火灾发生 2 秒内完成预警，效率较传统报警器提升 6.5 倍以上，为人员疏散和救援提供及时预警支持。

引用方式: Fu, J., Xu, Z.*, Yue, Q., Lin, J., Zhang, N., Zhao, Y., Gu, D. (2025). A Multi-object Detection Method for Building Fire Warnings through Artificial Intelligence Generated Content. Scientific Reports, 15, 18434. doi: 10.1038/s41598-025-02865-4 http://doi.org/10.1038/s41598-025-02865-4

Digital Twin of Buildings and Occupants for Emergency Evacuation: Framework, Technologies, Applications and Trends

发表于 Advanced Engineering Informatics, 2025 cited by count

本研究通过分析2004-2025年文献，提出了融合建筑、人员及及交互机制的数字孪生应急疏散框架，研究表明当前相关技术多处于 L0-L2 成熟度，未来需通过多学科协作优化数据整合、提升传感器与算法性能、融合AI并解决数据伦理问题，以增强系统鲁棒性。

引用方式: Lin, J.R., Chen, K.Y., Song, S.Y., Cai, Y.H., Pan, P.*, Deng, Y.C. (2025). Digital Twin of Buildings and Occupants for Emergency Evacuation: Framework, Technologies, Applications and Trends. Advanced Engineering Informatics, 66, 103419. doi: 10.1016/j.aei.2025.103419 http://doi.org/10.1016/j.aei.2025.103419

A Multi-Factor-Fusion Framework for Efficient Prediction of Pedestrian-level Wind Environment Based on Deep Learning

发表于 IEEE Access, 2025 cited by count

论文提出了一种基于深度学习的多因素融合（MFF）框架，通过图卷积网络（GCN）和注意力长短期记忆网络（ALSTM）融合历史风速、障碍物分布和气象数据，端到端直接预测行人级风场，避免了传统 CFD 模拟的网格划分和迭代计算，效率提升显著。研究利用多尺度模拟数据（WRF+CFD）训练模型并校准预测结果，在案例中实现了10 分钟预测误差 3.52%、1 小时误差 10.23%，为城市风环境分析提供了高效解决方案。

引用方式: Hu, Z.Z.*, Min, Y.T., Leng, S., Li, S., Lin, J.R. (2025). A Multi-Factor-Fusion Framework for Efficient Prediction of Pedestrian-level Wind Environment Based on Deep Learning. IEEE Access, 13, 52912-52924. doi: 10.1109/ACCESS.2025.3553490 http://doi.org/10.1109/ACCESS.2025.3553490

Intelligent BIM Searching via Deep Embedding of Geometric, Semantic, and Topological Features

发表于 Buildings, 2025 cited by count

本研究提出了一种BIM模型智能搜索方法，可通过深度学习融合几何、语义、拓扑多维特征，实现更加精准的搜索，相比传统方法提升4-6%

引用方式: Huang, P.H., Song, S.Y., Xu, Z., Hu, Z.Z., Lin, J.R.* (2025). Intelligent BIM Searching via Deep Embedding of Geometric, Semantic, and Topological Features. Buildings, 15(6), 951. doi: 10.3390/buildings15060951 http://doi.org/10.3390/buildings15060951

Enabling High-Level Worker-Centric Semantic Understanding of Onsite Images Using Visual Language Models with Attention Mechanism and Beam Search Strategy

发表于 Buildings, 2025 cited by count

本研究针对建设场景语义理解，构建了包括16个常见场景的开放图像-文本数据集SODA-ktsh，研发了融合注意力机制与集束搜索策略的视觉语言大模型，其BLEU-4 得分、CIDEr得分及ROUGE_L得分分别为0.7464、5.0255和0.8106，表现出强大的泛化、感知和识别能力，非常适合解释和分析复杂的建筑场景

引用方式: Deng, H., Fu, K., Yu, B., Li, H., Duan, R., Deng, Y.*, Lin, J.R. (2025). Enabling High-Level Worker-Centric Semantic Understanding of Onsite Images Using Visual Language Models with Attention Mechanism and Beam Search Strategy. Buildings, 15(6), 959. doi: 10.3390/buildings15060959 http://doi.org/10.3390/buildings15060959

An Adaptive Pedestrian Flow Prediction Model Based on First-Order Differential Error Adjustment and Hidden Markov Model

发表于 Buildings, 2025 cited by count

本研究针对人流量预测数据变异性大、质量不稳定带来的预测失真问题，提出了一种具备两阶段误差补偿机制的LSTM人流预测模型，通过集成一阶微分级马尔科夫模型实现了预测精度与大幅提升

引用方式: Zhang, H., Deng, J., Xu Y., Deng, Y.*, Lin, J.R. (2025). An Adaptive Pedestrian Flow Prediction Model Based on First-Order Differential Error Adjustment and Hidden Markov Model. Buildings, 15(6), 902. doi: 10.3390/buildings15060902 http://doi.org/10.3390/buildings15060902

建筑工程标准数字化与智能化：现状与未来

发表于 东南大学学报（自然科学版）, 2025 cited by count

本文系统综述了建筑工程标准数字化研究应用现状，提出了标准数字化发展阶段的分级模型及应用场景，并建立了相应的标准数字化关键技术框架，为未来相关研究应用指明了方向

引用方式: 林佳瑞, 陈柯吟, 潘鹏* (2025). 建筑工程标准数字化与智能化：现状与未来. 东南大学学报（自然科学版）, 55(1), 16-29. doi: 10.3969/j.issn.1001-0505.2025.01.003 https://doi.org/10.3969/j.issn.1001-0505.2025.01.003

What Makes a Good BIM Design? Quantifying the Link between Design Behavior and Quality

发表于 Automation in Construction, 2025 cited by count

本文面向基于建筑信息模型 (BIM) 的设计场景，首次提出了识别并定量描述设计行为与设计质量之间关系的方法。研究表明，设计行为与质量具有清晰的定量关系，且设计师技能水平、设计意图变化相关特征对设计质量具有显著影响

引用方式: Ni, X.R., Pan, P., Lin, J.R.* (2025). What Makes a Good BIM Design? Quantifying the Link between Design Behavior and Quality. Automation in Construction, 171, 105992. doi: 10.1016/j.autcon.2025.105992 http://doi.org/10.1016/j.autcon.2025.105992

Impact of Color and Mixing Proportion of Synthetic Point Clouds on Semantic Segmentation

发表于 Automation in Construction, 2025 cited by count

本研究提出了高保真合成点云的生成方法，以及点云分割模型的性能评测基准实验，揭示了合成点云对点云分割等任务的性能提升机理。结果表明，高保真合成点云对OA及mIoU的提升不低于8.2%，且与真实点云的比例高于7:3时对性能具有显著提升

引用方式: Zhou, S., Lin, J.R.*, Pan, P., Pan, Y., Brilakis, I. (2025). Impact of Color and Mixing Proportion of Synthetic Point Clouds on Semantic Segmentation. Automation in Construction, 171, 105963. doi: 10.1016/j.autcon.2025.105963 http://doi.org/10.1016/j.autcon.2025.105963

建筑工程标准规范智能解译关键技术及应用

发表于 工程力学, 2025 cited by count

本研究建立了一套集成领域大语言模型与常识知识图谱的规范智能解译技术体系，实现了95%以上的规范条文解译准确率，BIM 模型审查效率提升约 40 倍，为建筑工程领域的标准规范的数字化及智能化应用提供了一条可借鉴、可推广的技术路径

引用方式: 林佳瑞*, 陈柯吟, 郑哲, 周育丞, 陆新征 (2025). 建筑工程标准规范智能解译关键技术及应用. 工程力学, 42(2), 1-14. doi: 10.6052/j.issn.1000-4750.2024.08.ST05 https://doi.org/10.6052/j.issn.1000-4750.2024.08.ST05

基于Bentley的路基支挡智能化设计方法

发表于 清华大学学报(自然科学版), 2024 cited by count

本研究针对道路支挡布设场景，基于Bentley研发了智能化设计算法与原型系统，可有效提升设计模型创建与出图效率。

引用方式: 汤宏伟, 耿昕钰, 陈宏拓, 谭弘灿, 曾凡云, 林佳瑞* (2024). 基于Bentley的路基支挡智能化设计方法. 清华大学学报(自然科学版), 64(9), 1627-1636. doi: 10.16511/j.cnki.qhdxxb.2024.26.039 https://link.cnki.net/doi/10.16511/j.cnki.qhdxxb.2024.26.039

Enhanced Earthquake Impact Analysis based on Social Media Texts via Large Language Model

发表于 International Journal of Disaster Risk Reduction, 2024 cited by count

本研究研发了首个地震领域大模型，并通过该模型实现了社交媒体文本震害信息的高效提取与地震影响快速评估，可有效去除大量噪声信息、提升灾后决策效率

引用方式: Han, J., Zheng, Z., Lu, X.Z., Chen, K.Y., Lin, J.R.* (2024). Enhanced Earthquake Impact Analysis based on Social Media Texts via Large Language Model. International Journal of Disaster Risk Reduction, 109, 104574. doi: 10.1016/j.ijdrr.2024.104574 http://doi.org/10.1016/j.ijdrr.2024.104574

支持复杂规范条文解译的基元函数提取与分析

发表于 工程力学, 2024 cited by count

本研究针对复杂规范条文的计算机解析与推理需求，引入基元函数概念，并提出了相应的基元函数识别与提取方法，研究分析表明所提出的基元函数可更好表征复杂规范条文的计算与推理逻辑，大幅提升复杂条文的解译范围与推理能力。

引用方式: 逯静洲, 曹心瑜, 郑哲, 陆新征, 林佳瑞* (2026). 支持复杂规范条文解译的基元函数提取与分析. 工程力学, 43(7), 85-96. doi: 10.6052/j.issn.1000-4750.2023.11.0850 https://link.cnki.net/urlid/11.2595.O3.20240321.1458.008

大语言模型驱动的交互式建筑设计新范式——基于Rhino7的概念验证

发表于 图学学报, 2024 cited by count

本研究提出了LLM驱动的交互式建筑设计方法与新范式，可根据建筑师自然语言指令生成并执行API调用脚本的方式，可实现概念模型生成、日照分析等多个场景的交互式设计。

引用方式: 蒋灿, 郑哲, 梁雄, 林佳瑞*, 马智亮, 陆新征. (2024). 大语言模型驱动的交互式建筑设计新范式——基于Rhino7的概念验证. 图学学报, 45(03), 594-600. doi:10.11996/JG.j.2095-302X.2024030594 https://link.cnki.net/urlid/10.1034.T.20240108.1355.004

A Text Classification-based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes

发表于 Engineering Applications of Artificial Intelligence, 2023 cited by count

本研究基于团队领域大语言模型成果，提出一种高效的规范条文分类及规范可解译性评价方法；结果表明所提出的算法F1指标为93.6%、显著优于既有方法，且可进一步将升下游规则自动解译算法提升4%；研究同时表明现有规范的整体机器可解译性仅有34.4%，亟需从人-机双方角度改进规范编写方法及规则解译算法，实现完全自动化的规范解析

引用方式: Zheng, Z., Zhou, Y.C., Chen, K.Y., Lu, X.Z., She, Z.T., Lin, J.R.* (2024). A Text Classification-based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes. Engineering Applications of Artificial Intelligence, 127, 107207. doi: 10.1016/j.engappai.2023.107207 http://doi.org/10.1016/j.engappai.2023.107207

A Multilayer Perceptron-based Fast Sunlight Assessment for the Conceptual Design of Residential Neighborhoods under Chinese Policy

发表于 Building and Environment, 2023 cited by count

To achieve realtim sunlight, this study proposes a one-stage sunlight prediction approach based on multilayer perceptron, which reduces the computation time to 1/84~1/50 with 96+% accuracy

引用方式: Jiang, C., Liang, X., Zhou, Y.C., Tian, Y., Xu, S, Lin, J.R.*, Ma, Z., Yang S., Zhou, H. (2023). A Multilayer Perceptron-based Fast Sunlight Assessment for the Conceptual Design of Residential Neighborhoods under Chinese Policy. Building and Environment, 244, 110739. doi: 10.1016/j.buildenv.2023.110739 http://doi.org/10.1016/j.buildenv.2023.110739

自动审图及智能审图研究与应用综述

发表于 工程力学, 2023 cited by count

本文系统综述了智能审图的最新研究进展与应用实践，提出了融合图（设计模型）可计算性与规范（知识）可计算性的理论框架，从数字化、感知智能、认知智能三方面总结了当前实践情况，并指出未来在知识学习、性能化审查、算法透明性等仍有待深入研究。

引用方式: 林佳瑞*, 周育丞, 郑哲, 陆新征. (2023). 自动审图及智能审图研究与应用综述. 工程力学, 40(7), 25-38. doi: 10.6052/j.issn.1000-4750.2021.11.0908 https://doi.org/10.6052/j.issn.1000-4750.2021.11.0908

BIM–based Time-varying System Reliability Analysis for Buildings and Infrastructures

发表于 Journal of Building Engineering, 2023 cited by count

本研究提出一种基于BIM的的系统可靠度计算新方法，可以对建筑及基础设施可靠性进行高效可视化及仿真优化

引用方式: Zheng, Y., Zhang, Y., Lin, J. (2023). BIM–based Time-varying System Reliability Analysis for Buildings and Infrastructures. Journal of Building Engineering, 76, 106958. doi: 10.1016/j.jobe.2023.106958 http://doi.org/10.1016/j.jobe.2023.106958

Recent Research Progress in Intelligent Construction: A Comparison between China and Developed Countries

发表于 Buildings, 2023 cited by count

本研究结合文献计量分析对中国及发达国家智能建造的最新研究现状和进展做了综述和对比分析，以系统了解智能建造的最新研究与应用进展，并为各国发展智能建造提供建议和参考

引用方式: Yan, J.K., Zheng, Z., Zhou, Y.C., Lin, J.R.*, Deng, Y.C., Lu, X.Z. (2023). Recent Research Progress in Intelligent Construction: A Comparison between China and Developed Countries. Buildings, 13(5), 1329. doi: 10.3390/buildings13051329 https://www.mdpi.com/2075-5309/13/5/1329

Data-Driven Quantitative Performance Evaluation of Construction Supervisors

发表于 Buildings, 2023 cited by count

本研究提出一种数据驱动的监理人员绩效量化评估方法，可结合智能建造系统数据实现人员绩效的定量分析

引用方式: Yang, C., Lin, J.R.*, Yan, K.X., Deng, Y.C., Hu, Z.Z., Liu, C. (2023). Data-Driven Quantitative Performance Evaluation of Construction Supervisors. Buildings, 13(5), 1264. doi: 10.3390/buildings13051264 https://www.mdpi.com/2075-5309/13/5/1264

System Reliability Analysis for Independent and Nonidentical Components based on Survival Signature

发表于 Probabilistic Engineering Mechanics, 2023 cited by count

本研究针对具有独立但不一定同分布组件特征的复杂系统，提出了两种基于survival signature的可靠度分析方法

引用方式: Zheng, Y., Zhang, Y., Lin, J. (2023). System Reliability Analysis for Independent and Nonidentical Components based on Survival Signature. Probabilistic Engineering Mechanics, 73, 103466. doi: 10.1016/j.probengmech.2023.103466 http://doi.org/10.1016/j.probengmech.2023.103466

Adaptive Control of Resource Flow to Optimize Construction Work and Cash Flow via Online Deep Reinforcement Learning

发表于 Automation in Construction, 2023 cited by count

本研究针对施工过程现金流与工序调度提出一种基于在线深度强化学习（DRL）的自适应资源调控方法，相比经典方法可以在工期不变的情况节约7%的成本

引用方式: Jiang, C., Li, X., Lin, J.R.*, Liu, M., Ma, Z. (2023). Adaptive Control of Resource Flow to Optimize Construction Work and Cash Flow via Online Deep Reinforcement Learning. Automation in Construction, 150, 104817. doi: 10.1016/j.autcon.2023.104817 http://doi.org/10.1016/j.autcon.2023.104817

建筑工程信息共享机制与GDPR原则的适配性对比研究

发表于 土木建筑工程信息技术, 2022 cited by count

本文从工程信息安全指标、BIM标准规范、BIM平台相关软件三方面分析建筑工程信息安全机制与GDPR数据处理原则的适配性

引用方式: 邓晖, 徐伊雯, 李晓瑶, 邓逸川, 林佳瑞. (2022). 建筑工程信息共享机制与GDPR原则的适配性对比研究. 土木建筑工程信息技术, 14(06), 69-74. doi: 10.16670/j.cnki.cn11-5823/tu.2022.06.12 http://www.txxb.com.cn/CN/10.16670/j.cnki.cn11-5823/tu.2022.06.12

Maturity Assessment of Intelligent Construction Management

发表于 Buildings, 2022 cited by count

本研究提出一种智能建造监管的成熟度评价方法，可通过本评价方法自动评价企业或项目智能建造的智慧化水平、发现瓶颈问题并提出改进措施

引用方式: Lin, C., Hu, Z.Z., Yang, C., Deng, Y.C., Zheng, W., Lin, J.R.* (2022). Maturity Assessment of Intelligent Construction Management. Buildings, 12(10), 1742. doi: 10.3390/buildings12101742 https://www.mdpi.com/2075-5309/12/10/1742

Transforming Knowledge Management in the Construction Industry through Information and Communications Technology: A 15-year Review

发表于 Automation in Construction, 2022 cited by count

本研究系统综述了近15年来建筑行业知识管理在信息技术影响下的快速发展和变化，并从研究和实践两个层面指出了未来探索的方向和挑战

引用方式: Deng, H., Xu, Y.W., Deng, Y.C., Lin, J.R. (2022). Transforming Knowledge Management in the Construction Industry through Information and Communications Technology: A 15-year Review. Automation in Construction, 142, 104530. doi: 10.1016/j.autcon.2022.104530 http://doi.org/10.1016/j.autcon.2022.104530

Knowledge-Informed Semantic Alignment and Rule Interpretation for Automated Compliance Checking

发表于 Automation in Construction, 2022 cited by count

面向智能审图需求，提出一种知识增强的语义对齐及规则解译方法，解决了设计模型与规范文本直接的语义不一致问题，有效提升了规则解译准确度及审图效率

引用方式: Zheng, Z., Zhou, Y.C., Lu, X.Z., Lin, J.R.* (2022). Knowledge-Informed Semantic Alignment and Rule Interpretation for Automated Compliance Checking. Automation in Construction, 142, 104524. doi: 10.1016/j.autcon.2022.104524 http://doi.org/10.1016/j.autcon.2022.104524

SODA: A Large-scale Open Site Object Detection Dataset for Deep Learning in Construction

发表于 Automation in Construction, 2022 cited by count

研究构建了面向施工现场物体识别的大规模图像数据集SODA（Site Object Detection dAtaset）,包括不同拍摄视角、光照条件的照片2万余张，覆盖施工现场工人、机械、材料、环境等多类实体。研究表明，本数据集训练的YOLO模型可实现81.47%的mAP，大幅提升有关算法在施工领域的表现，对未来施工多场景算法测试及应用具有重要意义

引用方式: Duan, R., Deng, H., Tian, M., Deng, Y.C., Lin, J.R. (2022). SODA: A Large-scale Open Site Object Detection Dataset for Deep Learning in Construction. Automation in Construction, 142, 104499. doi: 10.1016/j.autcon.2022.104499 http://doi.org/10.1016/j.autcon.2022.104499

Integrating NLP and Context-Free Grammar for Complex Rule Interpretation towards Automated Compliance Checking

发表于 Computers in Industry, 2022 cited by count

研究建立了首个面向建筑业智能审图（设计自动审查）规则解译的规范条文数据集并提出了基于深度NLP和上下文无关文法（CFG）的智能规则解译方法，实验表明，相较已有方法本文方法具有显著优势，对简单句和复杂句的解译准确率分别达到99.6%和91%，突破了既有方法不能处理复杂句的难题。研究同时公开了有关数据集和算法，可为行业相关算法开发、测试提供参考

引用方式: Zhou, Y.C., Zheng, Z., Lin, J.R.*, Lu, X.Z. (2022). Integrating NLP and Context-Free Grammar for Complex Rule Interpretation towards Automated Compliance Checking. Computers in Industry, 142, 103746. doi: 10.1016/j.compind.2022.103746 http://doi.org/10.1016/j.compind.2022.103746

基于 BERT 预训练模型的灾害推文分类方法

发表于 图学学报, 2022 cited by count

针对传统文本分类模型的不足，提出一种基于BERT预训练模型的灾害推文分类方法，识别率可达 85%，可以更好地应对小样本分类问题。有关工作对精准识别真实灾害信息、提高灾害应急响应与沟通效率具有重要意义

引用方式: 林佳瑞*, 程志刚, 韩宇, 尹云鹏. (2022). 基于 BERT 预训练模型的灾害推文分类方法. 图学学报, 43(3), 530-536. doi: 10.11996/JG.j.2095-302X.2022030530 http://www.txxb.com.cn/CN/10.11996/JG.j.2095-302X.2022030530

Pretrained Domain-Specific Language Model for Natural Language Processing Tasks in the AEC Domain

发表于 Computers in Industry, 2022 cited by count

研究建立了首个面向建筑业的大规模领域语料库及深度学习预训练模型，试验表明所提出的预训练模型在文本分类、命名实体识别等多个领域任务中表现优异，F2最高提升8.1%，为行业知识图谱研究及应用提供了重要支撑

引用方式: Zheng, Z., Lu, X.Z., Chen, K.Y., Zhou, Y.C., Lin, J.R.* (2022). Pretrained Domain-Specific Language Model for Natural Language Processing Tasks in the AEC Domain. Computers in Industry, 142, 103733. doi: 10.1016/j.compind.2022.103733 http://doi.org/10.1016/j.compind.2022.103733

Digital Twin-Based Investigation of a Building Collapse Accident

发表于 Advances in Civil Engineering, 2022 cited by count

研究提出一种基于数字孪生的复杂结构倒塌事故调查方法，实现了事故前后全过程的仿真推演及诱因分析.

引用方式: Zheng, Z., Liao, W., Lin, J., Zhou, Y., Zhang, C., Lu, X.* (2022). Digital Twin-Based Investigation of a Building Collapse Accident. Advances in Civil Engineering, 2022, 9568967. doi: 10.1155/2022/9568967 http://doi.org/10.1155/2022/9568967

How Human-robot Collaboration Impacts Construction Productivity: An Agent-based Multi-fidelity Modeling Approach

发表于 Advanced Engineering Informatics, 2022 cited by count

研究以机器人砖墙施工场景为例，提出了基于智能体的人机协同建造过程多尺度仿真建模方法，支持单机-多人、多机-多人等不同场景的仿真，并通过仿真初步分析了不同的补砖策略、人机沟通模式、人因特征等对施工效率的影响

引用方式: Wu, M.H., Lin, J.R.*, Zhang, X.H. (2022). How Human-robot Collaboration Impacts Construction Productivity: An Agent-based Multi-fidelity Modeling Approach. Advanced Engineering Informatics, 52, 101589. doi: 10.1016/j.aei.2022.101589 http://doi.org/10.1016/j.aei.2022.101589

Rule-based Information Extraction for Mechanical-Electrical-Plumbing-Specific Semantic Web

发表于 Automation in Construction, 2022 cited by count

研究面向建筑机电领域知识图谱构建，提出一种基于规则的信息自动提取方法，实现了大规模领域语料的自动爬取于知识自动提取，相比深度学习方法准确率提升40%

引用方式: Wu, L.T, Lin, J.R., Leng, S., Li, J.L., Hu, Z.Z. (2022). Rule-based Information Extraction for Mechanical-Electrical-Plumbing-Specific Semantic Web. Automation in Construction, 135, 104108. doi: 10.1016/j.autcon.2021.104108 http://doi.org/10.1016/j.autcon.2021.104108

Deep Learning-based Instance Segmentation for Indoor Fire Load Recognition

发表于 IEEE Access, 2021 cited by count

本研究构建了首个室内场景火荷载标注图像数据集，并基于深度实例分割实现了室内火荷载的识别，为未来室内火荷载自动估计、风险与韧性评估奠定了基础。

引用方式: Zhou, Y.C., Hu, Z.Z., Yan, K.X., Lin, J.R.* (2021). Deep Learning-based Instance Segmentation for Indoor Fire Load Recognition. IEEE Access, 9, 148771-148782. doi: 10.1109/ACCESS.2021.3124831 http://doi.org/10.1109/ACCESS.2021.3124831

A Data Integration and Simplification Framework for Improving Site Planning and Building Design

发表于 IEEE Access, 2021 cited by count

本研究面向乡村住宅规划与建筑设计，提出一种融合GIS和BIM的信息集成与轻量化框架，可以大幅提升多源数据整合及多尺度数据可视化效率，优秀改善规划及设计过程的设计师、村民及政府部门等多方沟通效率，服务乡村振兴与城镇现代化建设。

引用方式: Leng, S., Lin, J.R., Li, S.W., Hu, Z.Z.* (2021). A Data Integration and Simplification Framework for Improving Site Planning and Building Design. IEEE Access, 9, 148845-148861. doi: 10.1109/ACCESS.2021.3124010 http://doi.org/10.1109/ACCESS.2021.3124010

Framing and Evaluating the Best Practices of IFC-Based Automated Rule Checking: A Case Study

发表于 Buildings, 2021 cited by count

本研究通过系统综述自动规则审查（智能审图）相关研究，提出一种考虑用户需求的主动式设计审图框架。相比先设计后审查的模式，该方法可以在设计过程中进行动态审查并给出设计参数取值建议，从而更好的提升设计质量。论文同时指出未来可以进一步考虑基于审图规则的自动设计或智能设计生成

引用方式: Sobhkhiz, S., Zhou, Y.C., Lin, J.R.*, El-Diraby, T.E. (2021). Framing and Evaluating the Best Practices of IFC-Based Automated Rule Checking: A Case Study. Buildings, 11(10), 456. doi: 10.3390/buildings11100456 https://www.mdpi.com/2075-5309/11/10/456

Knowledge Extraction and Discovery Based on BIM: A Critical Review and Future Directions

发表于 Archives of Computational Methods in Engineering, 2021 cited by count

本研究系统综述了建筑领域知识图谱的研究现状及发展方向

引用方式: Hu, Z.Z.*, Leng, S., Lin, J.R., Li, S.W., Xiao, Y.Q. (2022). Knowledge Extraction and Discovery Based on BIM: A Critical Review and Future Directions. Archives of Computational Methods in Engineering, 29(1), 335-356. doi: 10.1007/s11831-021-09576-9 http://doi.org/10.1007/s11831-021-09576-9

An Approach to Twinning and Mining Collaborative Network of Construction Projects

发表于 Automation in Construction, 2021 cited by count

面向施工现场质安问题检查，提出一种协作网络孪生模型构建、挖掘方法，可快速识别协作模式（包括关键关键参与人员、高频协作小组、信息流转路径），从而为管理决策者制定、优化管理方法与团队组织提供重要决策建议，大幅提升沟通、协作效率

引用方式: Lin, J.R.*, Wu D.P. (2021). An Approach to Twinning and Mining Collaborative Network of Construction Projects. Automation in Construction, 125, 103643. doi: 10.1016/j.autcon.2021.103643 http://doi.org/10.1016/j.autcon.2021.103643

Linking Data Model and Formula to Automate KPI Calculation for Building Performance Benchmarking

发表于 Energy Reports, 2021 cited by count

针对建筑能效对比，提出一种链接数据模型及KPI公式的自动计算方法，可基于不同粒度的数据对比同类建筑的能效

引用方式: Zhang, Y.Y., Hu, Z.Z., Lin, J.R.*, Zhang J.P. (2021). Linking Data Model and Formula to Automate KPI Calculation for Building Performance Benchmarking. Energy Reports, 7, 1326-1337. doi: 10.1016/j.egyr.2021.02.044 http://doi.org/10.1016/j.egyr.2021.02.044

Understanding On-Site Inspection of Construction Projects based on Keyword Extraction and Topic Modeling

发表于 IEEE Access, 2020 cited by count

基于关键字提取和主题建模技术，本文提出了一种新颖的文本挖掘方法来识别施工现场质量安全问题的关注点及其动态变化过程。使用该方法，决策者可以提取现场问题类别、数量等特征及其随时间的变化规律，从而支持更加有效的现场检查和以数据为中心的决策过程。

引用方式: Lin, J.R.*, Hu, Z.Z., Li, J.L., Chen, L.M. (2020). Understanding On-Site Inspection of Construction Projects based on Keyword Extraction and Topic Modeling. IEEE Access, 8, 198503-198517. doi: 10.1109/ACCESS.2020.3035214 http://doi.org/10.1109/ACCESS.2020.3035214

A Hybrid Data Mining Method for Tunnel Engineering Based on Real-Time Monitoring Data from Tunnel Boring Machines

发表于 IEEE Access, 2020 cited by count

本研究面向地铁盾构施工安全提出一种混合数据挖掘方法

引用方式: Leng, S., Lin, J.R., Hu, Z.Z.*, Shen, X. (2020). A Hybrid Data Mining Method for Tunnel Engineering Based on Real-Time Monitoring Data from Tunnel Boring Machines. IEEE Access, 8, 90430-90449. doi: 10.1109/ACCESS.2020.2994115 http://doi.org/10.1109/ACCESS.2020.2994115

A Bibliometric Review of Visual Computing in Construction Industry

发表于 Visual Computing for Industry, Biomedicine, and Art, 2020 cited by count

本研究系统综述了BIM、激光扫描、增强现实等施工领域可视计算技术的研究应用现状

引用方式: Wang, H.W., Hu, Z.Z., Lin, J.R.* (2020). A Bibliometric Review of Visual Computing in Construction Industry. Visual Computing for Industry, Biomedicine, and Art, 3, 14. doi: 10.1186/s42492-020-00050-0 http://doi.org/10.1186/s42492-020-00050-0

Building Information Modeling–based Cyber-Physical Platform for Building Performance Monitoring

发表于 International Journal of Distributed Sensor Networks, 2020 cited by count

本研究提出一种面向建筑能耗监测的可扩展信息物理融合系统及其自动构建方法

引用方式: Zhang, Y.Y., Kang, K., Lin, J.R.*, Zhang, J.P., Zhang, Y. (2020). Building Information Modeling–based Cyber-Physical Platform for Building Performance Monitoring. International Journal of Distributed Sensor Networks, 16(2), 1-21. doi: 10.1177/1550147720908170 http://doi.org/10.1177/1550147720908170

基于BIM的合规性自动审查

发表于 清华大学学报（自然科学版）, 2019 cited by count

本文系统综述了国内外基于BIM的合规性自动审查研究现状，建立了有关研究框架，并指明了未来研究方向

引用方式: 林佳瑞*, 郭建锋. (2020). 基于BIM的合规性自动审查. 清华大学学报（自然科学版）, 60(10), 873-879. doi: 10.16511/j.cnki.qhdxxb.2020.25.013 http://doi.org/10.16511/j.cnki.qhdxxb.2020.25.013

Workpackage-based Information Modeling for Resource-Constrained Scheduling of Construction Projects

发表于 Automation in Construction, 2019 cited by count

本研究提出一种基于工作包的进度、资源信息模型及仿真优化模型自动生成求解方法，可满足多种进度资源优化需求，并可用于末位进度计划系统。

引用方式: Wang, H.W., Lin, J.R.*, Zhang, J.P. (2020). Workpackage-based Information Modeling for Resource-Constrained Scheduling of Construction Projects. Automation in Construction, 109, 102958. doi: 10.1016/j.autcon.2019.102958 https://doi.org/10.1016/j.autcon.2019.102958

A Review on 3D Spatial Data Analytics for Building Information Models

发表于 Archives of Computational Methods in Engineering, 2019 cited by count

本研究全面综述了BIM模型3D空间数据分析挖掘方法的研究现状、挑战及发展方向

引用方式: Zhou, Y.W., Hu, Z.Z., Lin, J.R.*, Zhang, J.P. (2020). A Review on 3D Spatial Data Analytics for Building Information Models. Archives of Computational Methods in Engineering, 27(5), 1449-1463. doi: 10.1016/10.1007/s11831-019-09356-6 https://doi.org/10.1007/s11831-019-09356-6

Visualization of Indoor Thermal Environment on Mobile Devices based on Augmented Reality and Computational Fluid Dynamics

发表于 Automation in Construction, 2019 cited by count

本研究提出一种用于在移动终端上基于AR实现室内气流CFD仿真可视化的方法，相比vtk格式数据压缩比高达63.4%，数据加载时间最高节约89.3%，有关源代码和测试数据已在GitHub上传

引用方式: Lin, J.*, Cao, J., Zhang, J., van Treeck, C., Frisch, J. (2019). Visualization of Indoor Thermal Environment on Mobile Devices based on Augmented Reality and Computational Fluid Dynamics. Automation in Construction, 103, 26-40. doi: 10.1016/j.autcon.2019.02.007 https://doi.org/10.1016/j.autcon.2019.02.007

Automating Closed-Loop Structural Safety Management for Bridge Construction through Multisource Data Integration

发表于 Advances in Engineering Software, 2019 cited by count

本研究提出一种面向桥梁施工的闭环式安全管理方法，实现了时变结构仿真、物联网监测与施工过程控制的集成，可根据监测数据与BIM模型动态生成整体结构或关键节点的有限元模型，用于分析

引用方式: Lin, J., Zhang, J., Zhang, X., Hu, Z.* (2019). Automating Closed-Loop Structural Safety Management for Bridge Construction through Multisource Data Integration. Advances in Engineering Software, 128, 152-168. doi: 10.1016/j.advengsoft.2018.11.013 https://www.sciencedirect.com/science/article/pii/S0965997818306689

BIM 与云、大数据、物联网等技术的集成应用现状与未来

发表于 图学学报, 2018 cited by count

本文综述了BIM、物联网、云等技术的集成应用现状与未来，指出未来仍需深入研究基础理论及多技术融合方法

引用方式: 张云翼, 林佳瑞*, 张建平. (2018). BIM 与云、大数据、物联网等技术的集成应用现状与未来. 图学学报, 39(5), 806-816. doi: 10.11996/JG.j.2095-302X.2018050806 http://www.txxb.com.cn/CN/10.11996/JG.j.2095-302X.2018050806

Multiaspect Similarity Evaluation of BIM-Based Standard Dwelling Units for Residential Design

发表于 Journal of Computing in Civil Engineering, 2018 cited by count

本研究提出一种可以考虑功能属性、连通关系及形状特征的户型BIM模型相似度计算方法，可提升设计户型推荐与查询的效率、准确度

引用方式: He, T., Zhang, J., Lin, J.*, Li, Y. (2018). Multiaspect Similarity Evaluation of BIM-Based Standard Dwelling Units for Residential Design. Journal of Computing in Civil Engineering, 32(5), 04018032. doi: 10.1061/(ASCE)CP.1943-5487.0000774 https://ascelibrary.org/doi/10.1061/%28ASCE%29CP.1943-5487.0000774

基于 BIM 的建筑空间与设备拓扑信息提取及应用

发表于 清华大学学报 (自然科学版), 2018 cited by count

本文提出从BIM提取空间及设备拓扑信息，并将之应用于室内路径计算、设备维护维修的方法

引用方式: 张建平, 何田丰, 林佳瑞*, 等. (2018). 基于 BIM 的建筑空间与设备拓扑信息提取及应用. 清华大学学报 (自然科学版), 58(6), 587-592. doi: 10.16511/j.cnki.qhdxxb.2018.26.018 http://doi.org/10.16511/j.cnki.qhdxxb.2018.26.018

A Hybrid Data Mining Approach on BIM-based Building Operation and Maintenance

发表于 Building and Environment, 2017 cited by count

本研究提出一种基于BIM的混合式数据挖掘方法，用于提升建筑运维的效率

引用方式: Peng, Y., Lin, J.R., Zhang, J.P., Hu, Z.Z.* (2017). A Hybrid Data Mining Approach on BIM-based Building Operation and Maintenance. Building and Environment, 126, 483-495. doi: 10.1016/j.buildenv.2017.09.030 https://www.sciencedirect.com/science/article/pii/S0360132317304444

A Multi-Server Information-Sharing Environment for Cross-Party Collaboration on a Private Cloud

发表于 Automation in Construction, 2017 cited by count

本研究提出一种基于分布式私有环境的多参与方协同与信息共享方法，可保障各方数据所有权及私密性

引用方式: Zhang, J., Liu, Q., Hu, Z., Lin, J.*, Yu, F. (2017). A Multi-Server Information-Sharing Environment for Cross-Party Collaboration on a Private Cloud. Automation in Construction, 81, 180-195. doi: 10.1016/j.autcon.2017.06.021 https://doi.org/10.1016/j.autcon.2017.06.021

A Natural‐Language‐Based Approach to Intelligent Data Retrieval and Representation for Cloud BIM

发表于 Computer‐Aided Civil and Infrastructure Engineering, 2015 cited by count

本研究面向非专业人士，提出一种基于自然语言的用户输入理解、BIM数据查询与可视化方法。

引用方式: Lin, J., Hu, Z.*, Zhang, J., Yu, F. (2016). A Natural‐Language‐Based Approach to Intelligent Data Retrieval and Representation for Cloud BIM. Computer‐Aided Civil and Infrastructure Engineering, 31(1), 18-33. doi: 10.1111/mice.12151 https://onlinelibrary.wiley.com/doi/full/10.1111/mice.12151

基于 4D-BIM 的施工进度-资源均衡模型自动构建与应用

发表于 土木建筑工程信息技术, 2014 cited by count

本文提出基于 4D-BIM 的进度-资源均衡模型构建、仿真及应用方法，可减少重复建模、提升工作效率

引用方式: 林佳瑞*, 张建平, 钟耀锋. (2014). 基于 4D-BIM 的施工进度-资源均衡模型自动构建与应用. 土木建筑工程信息技术, 6(6), 44-49. doi: 10.16670/j.cnki.cn11-5823/tu.2014.06.009 http://doi.org/10.16670/j.cnki.cn11-5823/tu.2014.06.009

会议论文

BIM Design Assistant Driven by LLM Agents

发表于 2026 Proceedings of the 43rd ISARC, 2026 cited by count

本研究基于大模型智能体框架，研发了BIM智能设计助手及其任务评测基准，支持BIM数据查询、可视化、构件编辑等多场景任务

引用方式: Han, J., Zhou, B.S.N., Lu, X.Z., Hu, Z.Z., Ma, J., Lin, J.R.* (2026). BIM Design Assistant Driven by LLM Agents. 2026 Proceedings of the 43rd ISARC, 1777-1784. Singapore. doi: 10.22260/ISARC2026/0227 http://doi.org/10.22260/ISARC2026/0227

Standard-Driven Chinese Knowledge Extraction in Highway Domains Using Machine Learning and NLP Approach

发表于 2024 Proceedings of the ASCE International Conference on Computing in Civil Engineering (i3CE 2024), 2025 cited by count

本研究提出了一种公路工程相关标准知识的自动提取方法，利用多种模型实现知识图谱生成，实现关键公路工程概念的关联

引用方式: Ching, W.L., Zhang, X.B., Lin, J.R., Hu, Z.Z.* (2025). Standard-Driven Chinese Knowledge Extraction in Highway Domains Using Machine Learning and NLP Approach. Proceedings of the ASCE International Conference on Computing in Civil Engineering (i3CE 2024), 96-106. Pittsburgh, PA, USA. doi: 10.1061/9780784486115.010 http://doi.org/10.1061/9780784486115.010

Review on Maturity Evaluation of Data Interoperability for Construction Robotics

发表于 2025 4th International Conference on Artificial Intelligence, Human-Computer Interaction and Robotics (AIHCIR 2025), 2025 cited by count

本研究通过既有研究综述分析，构建了面向建筑机器人数据互操作性的成熟度评价框架

引用方式: Wang, H.L., Liu, B.Y., Chang, K., Du, G.L., Yan, K.X., He, Z.Z., Lin, J.R.* (2025). Review on Maturity Evaluation of Data Interoperability for Construction Robotics. 2025 4th International Conference on Artificial Intelligence, Human-Computer Interaction and Robotics (AIHCIR 2025), 1-6. Ningbo, China. doi: 10.1109/AIHCIR67580.2025.11405123 http://doi.org/10.1109/AIHCIR67580.2025.11405123

A Framework for Evaluating the Context-Dependent Performance of Intelligent Construction Technologies

发表于 2025 4th International Conference on Artificial Intelligence, Human-Computer Interaction and Robotics (AIHCIR 2025), 2025 cited by count

本研究构建了面向智能建造综合效益评价的指标体系，并通过案例做了测试验证

引用方式: Yang,G., Liu, W., Lin, J.R., Pan, P.* (2025). A Framework for Evaluating the Context-Dependent Performance of Intelligent Construction Technologies. 2025 4th International Conference on Artificial Intelligence, Human-Computer Interaction and Robotics (AIHCIR 2025), 1-6. Ningbo, China. doi: 10.1109/AIHCIR67580.2025.11405265 http://doi.org/10.1109/AIHCIR67580.2025.11405265

模块化建筑布局的自动生成方法综述

发表于 第十一届全国 BIM 学术会议, 2025 cited by count

本研究面向模块化建筑设计，对模块化建筑布局的数字化表达方式与自动生成方法做了系统综述

引用方式: 林佳瑞, 蔡云宏, 蒋武, 潘鹏* (2025). 模块化建筑布局的自动生成方法综述. 第十一届全国 BIM 学术会议, 375-379. 中国建筑工业出版社. 中国, 北京. https://linjiarui.net/files/2025-11-15-review-on-automatic-layout-generation-for-modular-buildings.pdf

基于BIM和本体论的隧道设施运维数据融合方法研究

发表于 第十一届全国 BIM 学术会议, 2025 cited by count

本研究提出了一种融合BIM与本体论的多源异构数据融合方法，以支撑隧道运维及健康监测

引用方式: 安芃, 刘龙祥, 胡振中*, 林佳瑞, 于言滔 (2025). 基于BIM和本体论的隧道设施运维数据融合方法研究. 第十一届全国 BIM 学术会议, 324-331. 中国建筑工业出版社. 中国, 北京. https://linjiarui.net/files/2025-11-15-data-integration-for-operation-and-maintenance-of-tunnels-based-on-BIM-and-ontology.pdf

Integrated Framework for Compliance Checking and Performance Evaluation in Building Design

发表于 Proceedings of the 6th ICCBEI, 2025 cited by count

提出一种集成自动化合规性检查、疏散性能模拟及 BIM 设计软件模块的框架，实现了合规检查、模拟分析、设计修改全流程的高效迭代循环，案例表明其可显著提升设计质量且具有广泛应用潜力

引用方式: Han, J., Zheng, Z., Xu, Z., Lu, X.Z., Lin, J.R.* (2025). Integrated Framework for Compliance Checking and Performance Evaluation in Building Design. Proceedings of The Sixth International Conference on Civil and Building Engineering Informatics, 22, 804-816. Hong Kong. doi: 10.29007/5797 http://doi.org/10.29007/5797

Cybersecurity-Aware Decentralized Machine Learning Framework for Construction Equipment Motion Recognition Using Blockchain

发表于 Proceedings of the 6th ICCBEI, 2025 cited by count

提出一种利用区块链的具备网络安全意识的去中心化机器学习（CADML）框架，该框架通过阐述区块链与机器学习融合逻辑、开发 ML 嵌入智能合约（MLSC）实现ML全生命周期在安全的去中心化环境中运行

引用方式: Zheng, C., Tao, X.*, Lin, J., Das, M., Shou, W., Cheng, J.C.P. (2025). Cybersecurity-Aware Decentralized Machine Learning Framework for Construction Equipment Motion Recognition Using Blockchain. Proceedings of The Sixth International Conference on Civil and Building Engineering Informatics, 22, 1102-1112. Hong Kong. doi: 10.29007/lvjg http://doi.org/10.29007/lvjg

Unified Network-Based Representation of BIM Models for Embedding Semantic, Spatial, and Topological Data

发表于 2025 Proceedings of the 42nd ISARC, 2025 cited by count

本研究提出了一种BIM设计模型语义、空间、拓扑特征统一表征的图结构模型，可为深度图神经网络训练与应用提供支撑

引用方式: Han, J., Lu, X.Z., Lin, J.R.* (2025). Unified Network-Based Representation of BIM Models for Embedding Semantic, Spatial, and Topological Data. 2025 Proceedings of the 42nd ISARC, 1245-1251. Montreal, Canada. doi: 10.22260/ISARC2025/0161 http://doi.org/10.22260/ISARC2025/0161

SatAOI: Delimitating Area of Interest for Swing-Arm Troweling Robot for Construction

发表于 2025 Proceedings of the 42nd ISARC, 2025 cited by count

本研究提出了面向摆臂机器人的抹平区域界定算法，可为机器人覆盖路径规划提供数据支撑

引用方式: Li, J.R., Zhou, S., Pan, P.*, Cai, R., Chen, G. (2025). SatAOI: Delimitating Area of Interest for Swing-Arm Troweling Robot for Construction. 2025 Proceedings of the 42nd ISARC, 389-396. Montreal, Canada. doi: 10.22260/ISARC2025/0052 http://doi.org/10.22260/ISARC2025/0052

混凝土结构表观质量缺陷识别算法性能测评与分析

发表于 第十届全国 BIM 学术会议, 2024 cited by count

本研究针对混凝土结构表观质量缺陷检测场景，对有关算法性能、效率进行了测评和分析，结果表明YOLOv9具有更优的综合性能表现

引用方式: 郭俊熙, 潘鹏, 林佳瑞* (2024). 混凝土结构表观质量缺陷识别算法性能测评与分析. 第十届全国 BIM 学术会议论文集, 480-484. 中国建筑工业出版社. 中国, 杭州. https://linjiarui.net/files/2024-11-14-evaluation-and-comparison-of-defect-detection-algorithms-for-concrete-structures.pdf

基于Revit Model Checker的BIM审查规则库构建与案例测试

发表于 第十届全国 BIM 学术会议, 2024 cited by count

本研究基于Revit Model Checker构建了面向我国消防规范的审查规则库，并结合案例对既有方法规则创建、审查方面的优劣及适用性进行了分析评估

引用方式: 曹心瑜, 逯静洲, 林佳瑞* (2024). 基于Revit Model Checker的BIM审查规则库构建与案例测试. 第十届全国 BIM 学术会议论文集, 239-243. 中国建筑工业出版社. 中国, 杭州. https://linjiarui.net/files/2024-11-14-development-and-verification-rule-checking-database-based-on-revit-model-checker.pdf

ChatBIM: Interactive Data Retrieval and Visualization from BIM

发表于 the 10th International Conference on Innovative Production and Construction (IPC 2024), 2024 cited by count

本论文简要介绍了作者团队引入LLM等自然语言处理技术提出的BIM数据智能提取与可视化方法，可自动理解用户文本或语音输入，实现BIM数据自动提资、施工状态对话式获取等功能，实现了更加自然的人机交互对话

引用方式: Lin, J.R.*, Chen, K.Y., Pang, P., Wu, D.P., Zhang, J.P. (2024). ChatBIM: Interactive Data Retrieval and Visualization from BIM. the 10th International Conference on Innovative Production and Construction (IPC 2024), 265-266. Perth, Australia. https://doi.org/10.13140/RG.2.2.31563.20006

融合BIM与三维重建的施工进度数字孪生跟踪方法初探

发表于 第九届全国 BIM 学术会议, 2023 cited by count

本研究针对施工进度动态跟踪，通过融合BIM与实景三维重建，提出一种数字孪生驱动的进度自动跟踪方法

引用方式: 周绍杰, 潘鹏, 顾栋炼, 林佳瑞* (2023). 融合BIM与三维重建的施工进度数字孪生跟踪方法初探. 第九届全国 BIM 学术会议论文集, 453-457. 中国建筑工业出版社. 中国, 西安. https://linjiarui.net/files/2023-11-24-digital-twin-based-construction-progress-tracking-by-BIM-and-3D-reconstruction.pdf

Automatic Design Method of Building Pipeline Layout Based on Deep Reinforcement Learning

发表于 30th International Conference on Intelligent Computing in Engineering (EG-ICE 2023), 2023 cited by count

本研究提出一种基于深度强化学习（DRL）的建筑管线系统自动设计方法，并初步验证了DRL在复杂管线系统设计中的巨大潜力

引用方式: Yang, C., Zheng, Z., Lin, J.R.* (2023). Automatic Design Method of Building Pipeline Layout Based on Deep Reinforcement Learning. 30th International Conference on Intelligent Computing in Engineering (EG-ICE 2023), 42-51. London, UK. https://doi.org/10.48550/arXiv.2305.10760

Designtracking: Track and Replay BIM-Based Design Process

发表于 2023 Creative Construction Conference (CCC2023), 2023 cited by count

本研究提出了一种跟踪和回放BIM设计过程的方法，可用于回顾设计方案形成过程、了解设计行为并识别潜在缺陷以改进设计质量

引用方式: Ni, X.R., Zheng, Z., Lin, J.R.*, Hu, Z.Z., Zhang, X. (2023). Designtracking: Track and Replay BIM-Based Design Process. 2023 Creative Construction Conference (CCC2023), 42-47. Keszthely, Lake Balaton, Hungary. https://doi.org/10.3311/CCC2023-006

A Review on Current Advances of Intelligent Construction Based on Bibliometric Analysis

发表于 International Conference on Construction and Real Estate Management 2022, 2022 cited by count

本文通过文献计量分析综述了智能建造方向的中英文文献，总结了当前的主要研究进展

引用方式: Yan, J.K., Zheng, Z., Zhou, Y.C., Lin, J.R.*, Deng, Y.C. (2022). A Review on Current Advances of Intelligent Construction Based on Bibliometric Analysis. International Conference on Construction and Real Estate Management 2022, 340-355. ASCE. https://doi.org/10.1061/9780784484562.037

BIM设计行为的多模态感知技术

发表于 第八届全国 BIM 学术会议, 2022 cited by count

本研究提出了一种BIM设计行为的自动感知与采集方法，为研究设计行为及其对设计效率的影响机制提供了新思路

引用方式: 倪相瑞, 郑哲, 林佳瑞*, 周育丞. (2022). BIM设计行为的多模态感知技术. 第八届全国 BIM 学术会议论文集, 157-161. 中国建筑工业出版社. 中国, 深圳. https://linjiarui.net/files/2022-11-19-sensing-design-behaviors-in-bim-environment.pdf

基于知识驱动的建筑风环境灾害评估平台研究与实现

发表于 第八届全国 BIM 学术会议, 2022 cited by count

本研究针对建筑风灾评估，提出一种基于知识图谱的建筑风灾致损快速评估方法

引用方式: 闵妍涛, 冷烁, 胡振中*, 林佳瑞, 于言滔. (2022). 基于知识驱动的建筑风环境灾害评估平台研究与实现. 第八届全国 BIM 学术会议论文集, 21-26. 中国建筑工业出版社. 中国, 深圳. https://linjiarui.net/files/2022-11-19-knowledge-driven-assessment-of-wind-disaster-for-buildings.pdf

知识图谱对工程安全管理的智能支持方法研究

发表于 第八届全国 BIM 学术会议, 2022 cited by count

本研究探索提出一种基于知识图谱的公路工程施工安全决策支持方法

引用方式: 安芃, 胡振中*, 林佳瑞, 伍震, 于言滔. (2022). 知识图谱对工程安全管理的智能支持方法研究. 第八届全国 BIM 学术会议论文集, 15-20. 中国建筑工业出版社. 中国, 深圳. https://linjiarui.net/files/2022-11-19-intelligent-decision-support-for-construction-safety-based-on-knowledge-graph.pdf

基于BIM的洪灾场景地铁疏散快速模拟

发表于 第八届全国 BIM 学术会议, 2022 cited by count

本研究基于BIM提出了考虑洪水影响的地铁行人疏散方法，识别了影响疏散过程的关键因素并提出了改进措施

引用方式: 陈柯吟, 郑哲, 林佳瑞*, 周育丞. (2022). 基于BIM的洪灾场景地铁疏散快速模拟. 第八届全国 BIM 学术会议论文集, 122-127. 中国建筑工业出版社. 中国, 深圳. https://linjiarui.net/files/2022-11-19-bim-based-evacuation-simulation-for-subway-with-influence-of-floods.pdf

Earthquake Impact Analysis Based on Text Mining and Social Media Analytics

发表于 22nd International Conference on Construction Applications of Virtual Reality (CONVR2022), 2022 cited by count

本研究提出一种基于文本挖掘和社交网络分析的震害分析与评估方法

引用方式: Zheng, Z., Shi, H.Z., Zhou, Y.C., Lu, X.Z., Lin, J.R.* (2022). Earthquake Impact Analysis Based on Text Mining and Social Media Analytics. 22nd International Conference on Construction Applications of Virtual Reality (CONVR2022), 1116-1124. Seoul, South Korea. https://doi.org/10.48550/arXiv.2212.06765

基于 BIM 的建筑基础设施可靠性评估

发表于 第31届全国结构工程学术会议, 2022 cited by count

本研究面向建筑及基础设施可靠性，提出一种基于BIM的快速量化评估方法

引用方式: 郑意德, 张熠*, 林佳瑞. (2022). 基于 BIM 的建筑基础设施可靠性评估. 第31届全国结构工程学术会议论文集（第I册）, 480-486. 《工程力学》杂志社. 中国, 广西南宁. https://linjiarui.net/files/2022-11-04-BIM-based-reliability-assessment-of-buildings-and-infrastructures.pdf

Text Mining-Based Patent Analysis for Automated Rule Checking in AEC

发表于 19th International Conference on Computing in Civil and Building Engineering (ICCCBE 2022), 2022 cited by count

本研究通过文本挖掘和社交网络分析技术对智能审图相关中英文专利进行了分析，并探讨了二者的差异及未来趋势.

引用方式: Zheng, Z., Kang, B.R., Yuan, Q.T., Zhou, Y.C., Lu, X.Z., Lin, J.R.* (2022). Text Mining-Based Patent Analysis for Automated Rule Checking in AEC. 19th International Conference on Computing in Civil and Building Engineering (ICCCBE 2022), 11-25. Cape Town, South Africa. https://doi.org/10.1007/978-3-031-32515-1_2

A New Method on System Reliability Analysis based on Survival Signature Theory

发表于 the 8th International Symposium on Reliability Engineering and Risk Management(ISRERM 2022), 2022 cited by count

本研究以survival signature理论为基础，提出一种系统可靠性分析的新方法

引用方式: Zheng, Y., Zhang, Y., Lin, J. (2022). A New Method on System Reliability Analysis based on Survival Signature Theory. the 8th International Symposium on Reliability Engineering and Risk Management(ISRERM 2022), 475-482. https://doi.org/10.3850/978-981-18-5184-1_MS-14-136-cd

Exploiting the Power of Human-Robot Collaboration: Coupling and Scale Effects in Bricklaying

发表于 ICRA Workshop 2022, 2022 cited by count

研究引入智能体建模仿真手段，分析了人机协同砌砖场景的人机耦合效应及规模/尺度效应，表明人机协同过程具有高度复杂性、动态性及关联性，且人机协同关系对建造效率具有显著影响.

引用方式: Lin, J.R.*, Wu, M. (2022). Exploiting the Power of Human-Robot Collaboration: Coupling and Scale Effects in Bricklaying. ICRA Workshop 2022, May 23, 2022, Philadelphia, United States. doi: 10.13140/RG.2.2.15951.15522 http://doi.org/10.13140/RG.2.2.15951.15522

智慧监理信息化使能技术调研与分类

发表于 第七届全国 BIM 学术会议, 2021 cited by count

本研究调研分析了面向智慧监理的信息化使能技术，并将其按照监理工作进行了分类梳理，为监理行业智慧化程度分析、提升提供支持

引用方式: 林超, 程宇, 胡振中*, 周晖, 林佳瑞, 王国荣. (2021). 智慧监理信息化使能技术调研与分类. 第七届全国 BIM 学术会议论文集, 484-488. 中国建筑工业出版社. 中国, 重庆. https://linjiarui.net/files/2021-12-25-review-on-enabling-information-technology-for-intelligent-supervision.pdf

基于知识图谱的性能化消防设计审查方法

发表于 第七届全国 BIM 学术会议, 2021 cited by count

本研究提出了一种基于知识图谱的性能化消防设计审查方法，实现了性能化场景的自动判别、生成与检查

引用方式: 郑哲, 周育丞, 林佳瑞*, 黄凯君, 陆新征. (2021). 基于知识图谱的性能化消防设计审查方法. 第七届全国 BIM 学术会议论文集, 474-478. 中国建筑工业出版社. 中国, 重庆. https://linjiarui.net/files/2021-12-25-performance-based-compliance-checking-based-on-knowledge-graph.pdf

建筑运维期能耗大数据管理模式与架构

发表于 第七届全国 BIM 学术会议, 2021 cited by count

本研究提出了一种建筑运维期能耗数据管理与应用架构，并分析总结了在此架构中所需突破的关键技术

引用方式: 张云翼*, 胡振中, 林佳瑞, 张建平. (2021). 建筑运维期能耗大数据管理模式与架构. 第七届全国 BIM 学术会议论文集, 536-540. 中国建筑工业出版社. 中国, 重庆. https://linjiarui.net/files/2021-12-25-data-management-framework-for-energy-consumption.pdf

面向智能审图的规范条文命名实体识别

发表于 第七届全国 BIM 学术会议, 2021 cited by count

本研究面向智能审图，定义了一系列实体标签及规范条文标注数据集，并提出了基于深度学习的命名实体识别方法

引用方式: 周育丞, 郑哲, 林佳瑞*, 杨梓艺, 陆新征. (2021). 面向智能审图的规范条文命名实体识别. 第七届全国 BIM 学术会议论文集, 469-473. 中国建筑工业出版社. 中国, 重庆. https://linjiarui.net/files/2021-12-25-NER-for-automatic-compliance-checking.pdf

Automatic Construction of Building Code Graph for Regulation Intelligence

发表于 Proceedings of the 2021 International Conference on Construction and Real Estate Management (ICCREM 2021), 2021 cited by count

本研究面向建筑行业法规智能场景，提出一种建筑规范结构化处理及法规图谱自动构建方法，可将规范文本自动转换为XML格式及neo4j图数据库形式，并可基于图数据库检索支撑规范引用关系查询、潜在冲突识别与设计审查，对实现行业法规智能具有启发意义

引用方式: Zhou, Y.C., Lin, J.R.*, She, Z.T. (2021). Automatic Construction of Building Code Graph for Regulation Intelligence. Proceedings of the 2021 International Conference on Construction and Real Estate Management (ICCREM 2021), 248-254. Beijing, China. https://doi.org/10.1061/9780784483848.028

Parameterized FEA Model Generation and Simulation of Underground Structures Based on BIM: A Case Study

发表于 Proceedings of the ASCE 2021 International Conference on Computing in Civil Engineering (i3CE 2021), 2021 cited by count

论文将可视化编程与OpenSees相结合，提出一种基于参数化的地下结构有限元模型参数化生成与仿真方法，可自动生成施工过程不同时间点的仿真模型并自动分析结构受力情况，有关成果对地铁结构施工安全风险识别与管控具有重要意义

引用方式: Song, S.Y., Lin, J.R.*, Zhou, Y.C., Ding, W.Q. (2021). Parameterized FEA Model Generation and Simulation of Underground Structures Based on BIM: A Case Study. Proceedings of the ASCE 2021 International Conference on Computing in Civil Engineering (i3CE 2021), 408-416. Orlando, Florida, USA. https://doi.org/10.1061/9780784483893.051

Ontology-based Risk Assessment and Solution During Shield Tunnel Construction

发表于 Proceedings of the 8th International Conference on Innovative Production and Construction (IPC 2020), 2020 cited by count

论文针对盾构隧道施工风险高且相关的知识共享、重用困难等现状，构建了本体知识库来解决上述问题。论文根据施工活动的WBS分解以及基于风险因素、前兆信息和事故三因素建立的风险前兆信息体系，构建了适用于盾构隧道施工的本体并进行了应用和验证，提出了集施工活动及风险信息表达、推理、查询于一体的方法，实现了施工知识的高效共享与重用

引用方式: Zhou, Y.C., Lin, J.R. (2020). Ontology-based Risk Assessment and Solution During Shield Tunnel Construction. Proceedings of the 8th International Conference on Innovative Production and Construction (IPC 2020), 167-177. Hong Kong. https://doi.org/10.13140/RG.2.2.17120.84481

A Framework to Automate Reliability-based Structural Optimization based on Visual Programming and OpenSees

发表于 Proceedings of the 8th International Conference on Construction Engineering and Project Management (ICCEPM 2020), 2020 cited by count

以可视化编程和OpenSees为基础，本研究提出一种考虑可靠度的结构优化方法，可自动进行结构模型与荷载样本生成、结构仿真与可靠度计算，从而大幅节约建模、仿真时间，使得探索大规模参数空间成为可能

引用方式: Lin, J.R.*, Xiao, J., Zhang, Y. (2020). A Framework to Automate Reliability-based Structural Optimization based on Visual Programming and OpenSees. Proceedings of the 8th International Conference on Construction Engineering and Project Management (ICCEPM 2020), 225-234. Hong Kong. https://doi.org/10.13140/RG.2.2.23831.73126

面向法规智能的消防规范图谱构建及应用初探

发表于 第六届全国 BIM 学术会议, 2020 cited by count

本研究探索了如何利用知识图谱表达消防规范等建筑设计法规，以实现法规智能检索、冲突分析与合规性审查

引用方式: 林佳瑞*, 廖磐宇. (2020). 面向法规智能的消防规范图谱构建及应用初探. 第六届全国 BIM 学术会议论文集, 74-78. 中国建筑工业出版社. 中国, 太原. https://linjiarui.net/files/2020-11-07-knowledge-graph-for-intelligent-regulations-such-as-fire-protection-code.pdf

清华大学紫荆公寓管网可靠性研究

发表于 第十一届全国结构设计基础与可靠性学术会议, 2020

本文以清华大学地下供水管网为例，研究了管网构件及系统的时变可靠性，以更好地支持运维策略制定

引用方式: 郑意德，张熠, 林佳瑞. (2020). 清华大学紫荆公寓管网可靠性研究. 第十一届全国结构设计基础与可靠性学术会议论文集, 107-121. 武汉理工大学出版社. 中国, 武汉. https://linjiarui.net/files/2020-11-06-reliability-of-apartment-pipeline-network-of-tsinghua.pdf

An Agent-based Approach for Modeling Human-robot Collaboration in Bricklaying

发表于 2020 Proceedings of the 37th ISARC, 2020 cited by count

本研究提出一种基于智能体的人机协作仿真模型，研究排砖机器人与工人的协作过程，发现人机协作模式、人因特征对施工效率具有明显影响

引用方式: Wu, M.H., Lin, J.R.* (2020). An Agent-based Approach for Modeling Human-robot Collaboration in Bricklaying. 2020 Proceedings of the 37th ISARC, 797-804. Kitakyshu, Japan. doi: 10.22260/ISARC2020/0110 https://doi.org/10.22260/ISARC2020/0110

Automatic MEP Knowledge Acquisition Based on Documents and Natural Language Processing

发表于 36th CIB W78 2019 Conference, 2019

本研究提出一种基于自然语言处理和深度学习的机电领域知识图谱自动构建方法。

引用方式: Leng, S., Hu, Z.Z.*, Luo, Z., Zhang, J.P., Lin, J.R. (2019). Automatic MEP Knowledge Acquisition Based on Documents and Natural Language Processing. Proceedings of the 36th CIB W78 2019 Conference, 800-809. Newcastle, United Kingdom. https://linjiarui.net/files/2019-09-18-automatic-mep-knowledge-acquisition-based-on-nlp.pdf

Classification and Exemplary BIM Models Development of Design Changes

发表于 2019 Proceedings of the 36th ISARC, 2019 cited by count

本研究对设计变更进行了分类，并给出了相应的BIM模型示例，可以用于有关变更识别算法的测试、验证依据

引用方式: Lin, J.R.*, Zhou, Y.C., Zhang, J.P., Hu, Z.Z. (2019). Classification and Exemplary BIM Models Development of Design Changes. 2019 Proceedings of the 36th ISARC, 122-127. Banff, Alberta, Canada. doi: 10.22260/ISARC2019/0017 https://doi.org/10.22260/ISARC2019/0017

建筑能耗监测大数据存储与服务框架研究

发表于 第四届全国 BIM 学术会议, 2018

本研究提出面向建筑能耗监测管理的大数据存储与服务框架

引用方式: 张云翼, 林佳瑞*, 康凯, 张建平. (2018). 建筑能耗监测大数据存储与服务框架研究. 第四届全国 BIM 学术会议论文集, 331-335. 中国建筑工业出版社. 中国, 合肥. https://linjiarui.net/files/2018-11-24-framework-for-building-performance-monitoring-and-data-management.pdf

面向建筑运维的 BIM 模型功能空间识别

发表于 第四届全国 BIM 学术会议, 2018

本研究提出一种基于体素生长的 BIM 模型功能空间自动识别与补全方法，对建筑运维具有重要价值

引用方式: 林佳瑞*, 张建平. (2018). 面向建筑运维的 BIM 模型功能空间识别. 第四届全国 BIM 学术会议论文集, 289-293. 中国建筑工业出版社. 中国, 合肥. https://linjiarui.net/files/2018-11-24-automatic-space-detection-for-maintenance.pdf

Ontology-Based Semantic Retrieval Method of Energy Consumption Management

发表于 Advances in Informatics and Computing in Civil and Construction Engineering, 2018 cited by count

本研究提出面向能耗管理的语义信息提取方法。

引用方式: Xiao, Y., Hu, Z.*, Lin, J. (2019). Ontology-Based Semantic Retrieval Method of Energy Consumption Management. Advances in Informatics and Computing in Civil and Construction Engineering, 231-238. Springer International Publishing. Chicago,Illinois, US. https://link.springer.com/chapter/10.1007/978-3-030-00220-6_28

Application Framework for On-Site Safety and Quality Inspection based on WeChat

发表于 17th International Conference on Computing in Civil and Building Engineering, 2018

本研究提出一种基于微信的施工现场质量、安全检查方法。

引用方式: Lin, J.*, Zhang, J., Wu, D., Li, B., Gao, H. (2018). Application Framework for On-Site Safety and Quality Inspection based on WeChat. Proceedings of the 17th International Conference on Computing in Civil and Building Engineering. Tampere, Finland. http://programme.exordo.com/icccbe2018/delegates/presentation/285/

Monitoring Framework for Utility Tunnels based on BIM and IoT Technology

发表于 17th International Conference on Computing in Civil and Building Engineering, 2018

本研究提出一种基于BIM和物联网的地下管廊监测框架。

引用方式: Kang, K., Lin, J.*, Zhang, J. (2018). Monitoring Framework for Utility Tunnels based on BIM and IoT Technology. Proceedings of the 17th International Conference on Computing in Civil and Building Engineering. Tampere, Finland. http://programme.exordo.com/icccbe2018/delegates/presentation/346/

基于云计算的 BIM 集成管理机制研究

发表于 第三届全国 BIM 学术会议, 2017

本研究提出基于云计算的 BIM 数据集成与管理方法，解决数据分布式存储、所有权控制及信息共享难题

引用方式: 张云翼, 刘强, 林佳瑞*, 张建平. (2017). 基于云计算的 BIM 集成管理机制研究. 第三届全国 BIM 学术会议论文集, 399-403. 中国建筑工业出版社. 中国, 上海. https://linjiarui.net/files/2017-11-04-cloud-based-bim-integration-and-management.pdf

Operation-level 4D Modeling and Visualization for Modular Building based on Standard Activity Library

发表于 2017 Lean & Computing in Construction Congress (LC3), 2017 cited by count

本研究介绍了基于BIM的高铁桥梁施工安全监测与分析系统。

引用方式: Wang, H., Lin, J.*, Zhang, J. (2017). Operation-level 4D Modeling and Visualization for Modular Building based on Standard Activity Library. LC3 2017: Proceedings of the Joint Conference on Computing in Construction (JC3), 841-848. Heraklion, Crete, Greece. https://doi.org/10.24928/JC3-2017/0287 http://itc.scix.net/cgi-bin/works/Show?_id=lc3-2017-287

How Information Technology Can Improve Construction Management for General Contractor: A Case Study

发表于 3rd International Conference on Civil and Building Engineering Informatics & 2017 Conference on Computer Applications in Civil and Hydraulic Engineering, 2017

本研究结合腾讯北京总部大厦案例分析了如何通过信息技术提升施工管理水平。

引用方式: Zhang, Y., Lin, J.*, Zhang J. Fang, D., Hu, Z. (2017). How Information Technology Can Improve Construction Management for General Contractor: A Case Study. Proceedings of the 3rd International Conference on Civil and Building Engineering Informatics & 2017 Conference on Computer Applications in Civil and Hydraulic Engineering (ICCBEI&CCACHE 2017), 22-25. Taipei, Taiwan. https://linjiarui.net/files/2017-04-19-how-ict-can-improve-cm-case-study.pdf

基于 BIM 的水电工程全生命期管理平台架构研究

发表于 第二届全国 BIM 学术会议, 2016

本文面向水电工程全生命期管理，提出融合 BIM、云计算与物联网的平台架构

引用方式: 张志伟, 文桥, 张云翼, 冯奕, 林佳瑞*, 张建平. (2016). 基于 BIM 的水电工程全生命期管理平台架构研究. 第二届全国 BIM 学术会议论文集, 190-194. 中国建筑工业出版社. 中国, 广州. https://linjiarui.net/files/2016-11-12-bim-platform-architecture-for-hydroelectric-projects.pdf

企业 BIM 平台架构研究与设计

发表于 第二届全国 BIM 学术会议, 2016

本研究针对企业多级多项目协同、管理需求，提出企业级 BIM 平台的架构及其实现方法

引用方式: 林佳瑞*, 杨铭, 周一, 张云翼, 张晓洋, 张建平. (2016). 企业 BIM 平台架构研究与设计. 第二届全国 BIM 学术会议论文集, 195-199. 中国建筑工业出版社. 中国, 广州. https://linjiarui.net/files/2016-11-12-bim-platform-architecture-for-companies.pdf

基于 BIM 与物联网的钢构桥梁跨平台物料管理方法研究

发表于 第二届全国 BIM 学术会议, 2016

本文针对桥梁钢构件生产，提出一种基于 BIM 和物联网的跨平台物料追踪、管理方法

引用方式: 何田丰, 姚发海, 林佳瑞*, 张建平, 陈辉. (2016). 基于 BIM 与物联网的钢构桥梁跨平台物料管理方法研究. 第二届全国 BIM 学术会议论文集, 185-189. 中国建筑工业出版社. 中国, 广州. https://linjiarui.net/files/2016-11-12-bim-iot-based-material-management-for-bridges.pdf

A BIM-based Safety Monitoring and Analysis System for a High-speed Railway Bridge

发表于 33rd CIB W78 International Conference on Information technology for Construction, 2016

本研究介绍了基于BIM的高铁桥梁施工安全监测与分析系统。

引用方式: Zhou, Y., Hu, Z.*, Zhang, X., Lin, J. (2016). A BIM-based Safety Monitoring and Analysis System for a High-speed Railway Bridge. Proceedings of the 33rd CIB W78 International Conference on Information Technology for Construction. Brisbane, Australia. http://itc.scix.net/cgi-bin/works/Show?w78-2016-paper-024

BIM Application in Owner and EPC Contractor Collaborative Management of a Large-Scale Public Building Project

发表于 33rd CIB W78 International Conference on Information technology for Construction, 2016

本研究介绍了BIM在业主与施工总包协同工作中的应用。

引用方式: Wen, Q., Lin, J., Zhang, J.*, Wang, X., Qiu, C. (2016). BIM Application in Owner and EPC Contractor Collaborative Management of a Large-Scale Public Building Project. Proceedings of the 33rd CIB W78 International Conference on Information Technology for Construction. Brisbane, Australia. http://itc.scix.net/cgi-bin/works/Show?w78-2016-paper-020

A Topological and Hierarchical Information Integration Approach for Standard-unit-based Residential Planning

发表于 16th International Conference on Computing in Civil and Building Engineering, 2016

本研究提出一种面向住宅设计的拓扑及层级信息集成方法。

引用方式: He, T., Zhang, J., Lin, J.*, Jia, W., Hu, Z. (2016). A Topological and Hierarchical Information Integration Approach for Standard-unit-based Residential Planning. Proceedings of the 16th International Conference on Computing in Civil and Building Engineering, 381-388. Osaka, Japan. https://linjiarui.net/files/2016-07-06-topological-and-hierarchical-information-integration-for-residential-design.pdf

A Relativity Evaluation Approach to Unstructured Document Integration and Retrieval for Building Information Modeling

发表于 16th International Conference on Computing in Civil and Building Engineering, 2016

本研究提出一种BIM与非结构化文档集成、提取的相关性计算方法。

引用方式: Zhang, Y., Zhang, J.*, Liu, Q., Lin, J. (2016). A Relativity Evaluation Approach to Unstructured Document Integration and Retrieval for Building Information Modeling. Proceedings of the 16th International Conference on Computing in Civil and Building Engineering, 936-942. Osaka, Japan. https://linjiarui.net/files/2016-07-06-relativity-evaluation-for-unstrucutred-document-integration-and-retrieval.pdf

Towards BIM-based Model Integration and Safety Analysis for Bridge Construction

发表于 16th International Conference on Computing in Civil and Building Engineering, 2016

本研究提出一种基于BIM的桥梁结构分析模型集成与施工安全分析方法。

引用方式: Zhang, X., Lin, J.*, Hu, Z., Zhang, J., Fang, J., Du, S. (2016). Towards BIM-based Model Integration and Safety Analysis for Bridge Construction. Proceedings of the 16th International Conference on Computing in Civil and Building Engineering, 1091-1097. Osaka, Japan. https://linjiarui.net/files/2016-07-06-bim-based-model-integration-and-safety-analysis-for-bridge.pdf

基于 BIM 和日照分析的住宅策划方案楼栋布局优化技术研究

发表于 第一届全国 BIM 学术会议, 2015

本文提出一种基于改进异常算法的住宅楼宇布局优化算法，可基于日照模拟自动优化楼宇布局，算法具有收敛快、效率高的特点

引用方式: 阮奕琛, 何田丰*, 张建平, 林佳瑞. (2015). 基于 BIM 和日照分析的住宅策划方案楼栋布局优化技术研究. 第一届全国 BIM 学术会议论文集. 中国, 北京. https://linjiarui.net/files/2015-10-31-bim-based-layout-optimization-for-residential-projects.pdf

Leveraging BIM in Settlement Monitoring and Impact Management for Subway Excavation

发表于 32nd CIB W78 International Conference on Information technology for Construction, 2015

本研究提出一种基于BIM的地下工程沉降监测与影响管理方法。

引用方式: Lin, J.*, Zhang, J., Wen, Q., Wang, F. (2015). Leveraging BIM in Settlement Monitoring and Impact Management for Subway Excavation. Proceedings of the 32nd CIB W78 International Conference on Information Technology for Construction, 469-477. Eindhoven, the Netherlands. http://itc.scix.net/cgi-bin/works/Show?w78-2015-paper-049

Visualization and Automatic Verification of a Schedule-Driven 4D Model

发表于 15th International Conference on Construction Applications of Virtual Reality, 2015

本研究提出一种基于进度计划关联与空间位置关系的4D模型可视化与自动校验方法。

引用方式: Lin, J.*, Zhang, J., He, T., Hu, Z., Yao, F. (2015). Visualization and Automatic Verification of a Schedule-Driven 4D Model. Proceedings of the 15th International Conference on Construction Applications of Virtual Reality. Banff, Alberta, Canada. https://linjiarui.net/files/2015-10-05-visualization-and-verification-of-4d-model.pdf

基于 4D-BIM 与过程模拟的施工进度—资源均衡

发表于 第十七届全国工程建设计算机应用大会, 2014

本文提出基于4D-BIM与过程仿真的进度-资源均衡问题解决方案，并对仿真模型构建、求解进行了分析应用验证

引用方式: 林佳瑞*, 张建平, 钟耀锋. (2014). 基于 4D-BIM 与过程模拟的施工进度—资源均衡. 第十七届全国工程建设计算机应用大会论文集, 41-46. 中国土木工程学会. 中国, 北京. https://linjiarui.net/files/2014-11-14-bim-des-based-schedule-resource-tradeoff.pdf

BIM-Based Plan Modeling System at Preliminary Stage for Residential Real Estate Projects

发表于 Computing in Civil and Building Engineering, 2014 cited by count

本研究提出一种基于标准户型BIM库的住宅项目快速方案策划方法。

引用方式: He, T., Lin, J., Hu, Z., Zhang, J., Jia, W., Su, J. (2014). BIM-Based Plan Modeling System at Preliminary Stage for Residential Real Estate Projects. Computing in Civil and Building Engineering, 61, 488-495. https://ascelibrary.org/doi/10.1061/9780784413616.061

BIM Oriented Intelligent Data Mining and Representation

发表于 30th CIB W78 International Conference on Information technology for Construction, 2013

本研究提出一种面向非专业人士的BIM数据快速查询与可视化方法。

引用方式: Lin, J.*, Hu, Z., Zhang, J. (2013). BIM Oriented Intelligent Data Mining and Representation. Proceedings of the 30th CIB W78 International Conference on Information Technology for Construction, 280-289. Beijing, China. http://itc.scix.net/cgi-bin/works/Show?w78-2013-paper-112

基于 BIM 的住宅项目策划系统研究与开发

发表于 第十六届全国工程建设计算机应用大会, 2012

本文提出 BIM 和 4D 技术相结合的住宅方案策划与分析评价方法

引用方式: 林佳瑞*, 张建平, 何田丰, 贾卫东, 吴峥. (2012). 基于 BIM 的住宅项目策划系统研究与开发. 第十六届全国工程建设计算机应用大会论文集, 355-362. 中国土木工程学会. 中国, 广州. https://linjiarui.net/files/2012-11-22-bim-based-planning-platform-for-residential-projects.pdf

Research on IDM-based BIM Process Information Exchange Technology

发表于 14th International Conference on Computing in Civil and Building Engineering, 2012

本研究提出一种面向非专业人士的IDM定义方法。

引用方式: Zhang, J., Lin, J.*, Hu, Z., Yu, F. (2012). Research on IDM-based BIM Process Information Exchange Technology. Proceedings of the 14th International Conference on Computing in Civil and Building Engineering. Moscow, Russia. https://linjiarui.net/files/2012-06-27-idm-based-bim-information-exchange.pdf

专著章节

装配式建筑建造全过程信息化管理

发表于 中国建筑业信息化发展报告：装配式建筑信息化应用与发展, 2019

本文系统介绍了装配式建筑建造全过程管理平台的关键技术、框架、搭建思路及实施案例

引用方式: 林佳瑞, 王聪颖, 周冲, 张建平等. (2019). 装配式建筑建造全过程信息化管理. 中国建筑业信息化发展报告：装配式建筑信息化应用与发展, 287-320. 中国电力出版社. 中国, 北京.

基于云技术的建筑工程全生命期BIM集成管理应用

发表于 智慧建造关键技术与工程应用, 2017

本文系统介绍了BIM云平台在北京槐房水厂全生命期管理中的集成研究与应用情况

引用方式: 张建平, 林佳瑞, 张云翼. (2017). 基于云技术的建筑工程全生命期BIM集成管理应用. 智慧建造关键技术与工程应用, 31-50. 中国建筑工业出版社. 中国, 北京.

北京英特宜家购物中心工程BIM集成应用实践

发表于 大型施工总承包工程BIM技术研究与应用, 2014

本文系统介绍了BIM在北京英特宜家购物中心总承包施工过程中的集成研究与应用情况

引用方式: 段先军, 张建平, 方项伟, 林佳瑞. (2014). 北京英特宜家购物中心工程BIM集成应用实践. 大型施工总承包工程BIM技术研究与应用, 143-162. 中国建筑工业出版社. 中国, 北京.