高教深耕計畫

• 辦理及補助學術會議-土木系周建成
  1100101~1101231
  

其他補助

• 發展電腦類課程之軟硬體組態教學模組－以深度學習及擴增與虛擬實境在土木設施管理課堂為例
  1090801~1100731
  [發展電腦類課程之軟硬體組態教學模組－以深度學習及擴增與虛擬實境在土木設施管理課堂為例 ]

• 發展英語授課及跨工程領域之深度學習應用課程模式與評估
  1080801~1090731
  

• 發展資訊應用課程之建築業界專家參與模式與評估
  1070801~1080731
  

國科會計畫統計

• 整合建築設計階段能耗模擬與使用階段智慧電表數據之節能契機：使用知識圖譜、XR與生成式AI技術
  1150801~1160731
  

• 整合建築設計階段能耗模擬與使用階段智慧電表數據之節能契機：使用知識圖譜、XR與生成式AI技術
  1140801~1150731
  

• 以進階工作封包技術輔以建築資訊模型及時空資料庫協助預鑄工程
  1130801~1140731
  

• 整合建築設計階段能耗模擬與使用階段智慧電表數據之節能契機：使用知識圖譜、XR與生成式AI技術
  1130801~1140731
  

• 以進階工作封包技術輔以建築資訊模型及時空資料庫協助預鑄工程
  1120801~1130731
  

• 以進階工作封包技術輔以建築資訊模型及時空資料庫協助預鑄工程
  1110801~1120731
  

• 人造環境之數位分身加值應用：以深度學習/BIM/智慧電表/IoT示範能源管理
  1100801~1110731
  [數位分身,建築資訊模型,深度學習,智慧電表,物聯網,能源管理 , digital twin,digital avatar,building information modeling,IoT,deep learning,smart meter,energy management]

• 人造環境之數位分身加值應用：以深度學習/BIM/智慧電表/IoT示範能源管理
  1090801~1100731
  [數位分身,建築資訊模型,深度學習,智慧電表,物聯網,能源管理 , digital twin,digital avatar,building information modeling,IoT,deep learning,smart meter,energy management]

• 人造環境之數位分身加值應用：以深度學習/BIM/智慧電表/IoT示範能源管理
  1080801~1090731
  [數位分身,建築資訊模型,深度學習,智慧電表,物聯網,能源管理 , digital twin,digital avatar,building information modeling,IoT,deep learning,smart meter,energy management]

• 以虛實系統策略建構MSOC自動化防護機制：使用深度學習/通道狀態訊息與感測器/建築資訊模型技術
  1080101~1081231
  [建築資訊模型,深度學習,關鍵基礎設施相依性,通道狀態資訊 , Building Information Modeling, Deep Learning, Critical Infrastructure Interdependency, Channel State Information.]

• 以本體論規則建構地區關鍵基礎設施相依評估及強化防救災復原力研究
  1060101~1061231
  [關鍵基礎設施相依,本體論,關鍵基礎設施保護,投入產生分析,設施復原力 , Critical infrastructure interdependency,Critical infrastructure protection, Ontology,SWRL,Image processing,]

• 以建築資訊模型與時空資料分析技術建置近零耗能大樓能源管理服務平台研究(3/3)
  1050101~1051231
  

• 以建築資訊模型與時空資料分析技術建置近零耗能大樓能源管理服務平台研究(2/3)
  1040101~1041231
  

產學合作計畫統計

• 最佳電器啟閉時段模型
  1110301~1111130
  [建築資訊模型,本體論,用電資料探勘 , Building Information Modeling,Ontology,Power Consumption Data Mining and Analytics]

• 2021電子計算機於土木水利工程應用研討會
  1100301~1100831
  [土木水力利 , Civil engineering]

• Arduino為基礎之串流數據收集
  1090401~1090930
  [核一廠廠區3D互動式場景及資訊平台之建立 ]

• 核一廠廠區3D互動式場景及資訊平台之建立
  1080816~1090815
  [核一廠廠區3D互動式場景及資訊平台之建立,建築資訊模型,嚴肅遊戲平台 , nuclear power plant decommissioning,Building Information Modeling,Serious Game]

期刊著作

• Predicting Imminent Electrical Safety Incidents Using Smart Meter Big Data With Large Language Models
  IEEE Access, 12, 184940-184952, 2024-01-01
  [ deep learning,Large language model,power consumption prediction,smart meter ]

• Analyzing Long-Term and High Instantaneous Power Consumption of Buildings from Smart Meter Big Data with Deep Learning and Knowledge Graph Techniques
  Energies, 16, 19, 2023-10-01
  [ deep learning,smart meter data analytics,temporal database ]

• Special Issue on Computer Applications in Civil and Hydraulic Engineering ｢電子計算機於土木水利工程應用｣特刊
  中國土木水利工程學刊Journal of the Chinese Institute of Civil and Hydraulic Engineering, 34, 7, i-ii, 2022-11-01

• Indoor Safety Monitoring for Falls or Restricted Areas Using Wi-Fi Channel State Information and Deep Learning Methods in Mega Building Construction Projects
  Sustainability, 14, 22, 2022-11-01
  [ channel state information (CSI),construction safety,deep learning,fall accident ]

• Preliminary Exploration of Applying Agile Project Management to Compound Disaster Preparation: Taking the Case of Finding Agile Consultants as an Example 初探應用敏捷專案管理於複合式災害整備⎯以尋找敏捷顧問為例
  中國土木水利工程學刊Journal of the Chinese Institute of Civil and Hydraulic Engineering, 34, 7, 649-661, 2022-11-01
  [ Agile project management,Disaster management,Nearest neighbor search ]

• Route Planning for Fire Rescue Operations in Long-Term Care Facilities Using Ontology and Building Information Models
  Buildings, 12, 7, 2022-07-01
  [ building information modeling (BIM),firefighter,long-term care (LTC) facility,ontology,search and rescue,semantic web rule language (SWRL),shortest path,wayfinding ]

• 屋頂型太陽能板之監測與數據呈現：使用Arduino 與建築資訊模型
  土木水利 Journal of Civil and Hydraulic Engineering, 49, 1, 1, 2022-02-01
  [ 建築資訊模型 ]

• 屋頂型太陽能板之監測與數據呈現：使用Arduino與建築資訊模型
  土木水利 Journal of Civil and Hydraulic Engineering, 49, 1, P4 - 9, 2022-02-01
  [ 屋頂型太陽能板之監測與數據呈現：使用Arduino與建築資訊模型 ]

• An Automatic Fire Rescue Deployment Method Using Building Information Modeling and Ontology: Taking Long-Term Care Institutes as an Example 導入建築資訊模型與本體論之自動化火場搶救佈署作法-以住宿式長照機構建築為例
  中國土木水利工程學刊Journal of the Chinese Institute of Civil and Hydraulic Engineering, 33, 8, 641-651, 2021-12-01
  [ Building information modeling,Fire rescue,Long-term care,Ontology ]

• Transit-oriented development: Exploring citizen perceptions in a Booming City, Can Tho City, Vietnam
  Sustainability, 13, 3, 1-14, 2021-02-01
  [ Citizen perception,Structural equation modeling (SEM),Sustainable transportation,Transit-oriented development (TOD) ]

• Sound-Based Indoor Positioning for Rescue Using Deep Learning, Building Information Models and Virtual Reality 以深度學習與建築資訊模型及虛擬實境技術探討室內聲音定位
  中國土木水利工程學刊Journal of the Chinese Institute of Civil and Hydraulic Engineering, 32, 5, 383-392, 2020-09-01
  [ Building information modeling,Deep learning,Indoor positioning system,Virtual reality ]

• Building information modeling services reuse for facility management for semiconductor fabrication plants
  Automation in Construction, 102, 270-287, 2019-06-01
  [ Building information modeling , Facility management , Model-driven architecture ]

• Deep Learning-Based Smart Meter Data Analytics for Early Warning of Possible Electrical Fires 以深度學習分析智慧電表資料的加值應用-以用電不安全預警為例
  中國土木水利工程學刊Journal of the Chinese Institute of Civil and Hydraulic Engineering, 31, 2, 193-204, 2019-04-01
  [ Deep learning , Electrical fire , Smart meter data analytics , Temporal database ]

• Generation and visualization of earthquake drill scripts for first responders using ontology and serious game platforms
  Advanced Engineering Informatics, 38, 538-554, 2018-10-01
  [ Disaster response , Earthquake drill script , HAZUS-MH , Ontology , Serious game ]

• Spatiotemporal analysis and visualization of power consumption data integrated with building information models for energy savings
  Resources, Conservation and Recycling, 123, 219-229, 2017-01-01
  [ Building information modeling , Energy savings , Net-zero energy building , Spatiotemporal analysis , Unity game engine ]

• Expansion of Building Information Models Using Spatial Databases and Serious Game Platforms for Facility Operations and Maintenance Management
  中國土木水利工程學刊Journal of the Chinese Institute of Civil and Hydraulic Engineering, 28, 4, 255-266, 2016-12-01
  [ Bounding box , Building information modeling , Facility management , Serious game , Spatial database ]

• The application of geometric network models and building information models in geospatial environments for fire-fighting simulations
  Computers, Environment and Urban Systems, 45, 1-12, 2014-05-01
  [ Building information model , Emergency response , Geographic information system , Network analysis ]

• To enhance quality control by using PDRI to define scope of project procurement
  Journal of Quality, 21, 4, 269-282, 2014-01-01
  [ Mindjet Mind manager , PDRI , Project procurement management , Project quality management ]

• Analytic Network Process (ANP)-selection of the best alternative in the promotion of participation in infrastructure projects
  International Journal of Pavement Research and Technology, 6, 5, 612-619, 2013-09-17
  [ ANP , Infrastructure project , Multiple criteria decision making , Private sector ]

• A spatiotemporal database approach to the management of utility work schedules in transportation projects
  Automation in Construction, 20, 6, 729-739, 2011-10-01
  [ Databases,Infrastructure,Pavement,Scheduling,Utility cut,Utility permit ]

• Collection and analysis of critical infrastructure interdependency relationships
  Journal of Computing in Civil Engineering, 24, 6, 539-547, 2010-11-01
  [ Algorithms , Data analysis , Databases , Decision making , Hazards , Infrastructure , Security ]

• Identification of decision drivers for the strategy of incorporating utility relocations into highway construction contracts
  Journal of Construction Engineering and Management - ASCE, 135, 9, 812-818, 2009-08-28
  [ Construction management , Contracts , Decision making , Highway and roads , Utilities ]

• Negotiation-based decision support model for utility relocations in transportation infrastructure projects
  Construction Management and Economics, 26, 10, 1079-1090, 2008-12-23
  [ Decision support systems , Highway transportation , Utilities ]

• Decision support system for combined transportation and utility construction strategy
  Transportation Research Record, 1994, 9-16, 2007-12-01

研討會著作

• Applying Deep Learning and Building Information Modeling to Indoor Positioning Based on Sound
  193-199, 2019-01-01
  

• Pavement distress image recognition using k-means and classification algorithms
  2019-01-01
  [ Data mining , Image processing , Pavement distress detection , Pavement management ]

• Development of an online exam platform for the programming language course: Ontology-based approach
  2019-01-01
  [ Engineering education , Ontology , Programming language , Virtual learning environment ]

• Combining building information modeling and ontology to analyze emergency events in buildings
  2018-01-01
  [ Building information modeling , Disaster mitigation , Ontology , Ontology web language , Semantic web rule language ]

• HAZUS-based drill scripts generation using unity and ontology with Semantic Rules
  366-371, 2017-01-01
  [ MAZUS-MH , Ontology , Semantic Web Rule Language (SWRL) , Serious game ]

• Design of Multi-agent Emergency Dispatching Model to Strengthen Resiliency of Taiwan High-speed Rail System
  646-653, 2016-01-01
  [ Emergency dispatching , High-speed rail system , Multi-agent system , Ontology , Resilience ]

• BIM-enabled Power Consumption Data Management Platform for Rendering and Analysis of Energy Usage Patterns
  554-562, 2015-01-01
  [ Building Information Model , Power Consumption Data Analysis , Serious Game ]

• A BIM-enabled platform for power consumption data collection and analysis
  90-98, 2015-01-01
  

• Optimization-based train timetables generation for Taiwan high-speed rail system considering circulation and disturbances
  523-532, 2014-01-01
  [ Optimization model , Sensitivity analysis , Timetable , Train circulation ]

• Expansion of building information model for disaster mitigation
  1247-1254, 2013-12-01
  [ Building information model , Disaster mitigation , Model-driven architecture ]

• Road construction project environmental impact assessment scope definition using Project Definition Rating Index (PDRI)
  885-892, 2013-01-01
  

• A study on incorporating the tabular CUSUM and Shewhart control chart to monitor road surface quality
  782-789, 2013-01-01
  

• Integrating of optimization and data mining techniques for high-speed train timetable design considering disturbances
  2012-12-01
  [ Data mining , High speed rail , Optimization model , Timetable ]

• MDA-based facility management applications under BIM
  2012-12-01
  [ BIM , Facility management , Information technology , Model-driven architecture ]

• Apply model-driven architecture to re-conceptualization of BIM for extended usage
  2012-01-01
  

• Effectiveness of ontology-based online exam platform for programming language education
  907-914, 2011-09-29
  [ Computer programming , Engineering education ]

• Design of optimization model and program to generate timetables for a single two-way high speed rail line under disturbances
  266-273, 2011-09-29
  [ Design , High-speed rail , Optimization models , Taiwan ]

• A spatiotemporal approach to managing utility work schedules
  160-168, 2009-12-01
  [ Pavement , Spatiotemporal objects database , Temporal database , Utility cut , Utility permit ]

• Data collection and analysis of critical infrastructure interdependency relationships
  280-289, 2009-10-26
  [ Critical infrastructure interdependency , Data Mining , Unified Modeling Language ]

• Managing utility installation/maintenance activities in advance to reduce pavement utility cuts using spatiotemporal objects database
  397-409, 2008-12-01
  [ Computer software , Databases , Pavements ]

• A spatiotemporal model for persisting critical infrastructure interdependencies
  489-493, 2008-12-01
  

• Scheduling utility permits for reducing pavement utilitt cuts
  2008-12-01
  [ Pavement , Spatiotemporal objects database , Temporal database , Utility cut , Utility permit ]

• Development of group decision-support model and system for combined transportation and utility construction
  786-791, 2006-12-01
  

專書

• Lecture Notes in Civil Engineering
  657-671, 2021-01-01
  [ Building information modeling,Emergency response system,Facility management system,Ontology,Semantic Web Rule Language,Unified Modeling Language ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  937-945, 2008-11-27
  [ And multiple regressions,Genetic programming,Grey forecast,International roughness index,Pluralism regression ]

• Communications in Computer and Information Science
  31-38, 2008-01-01