Center for Deep Learning and Model-Driven Architecture for Engineering Applications at National Central University, Taiwan
Prof. Chien-Cheng Chou 周建成教授 Professor, Information Technology for the disaster prevention program (IT - 防災與資訊應用組), Department of Civil Engineering at NCU Email: ccchou@ncu.edu.tw Tel: 886-3-422-7151 ext.34132 Fax: 886-3-425-2960 |
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Education:
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Research Interests:
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Courses Taught:
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Work Experience:
Associate Vice Provost for Enrollment Services and University Registrar at National Central University, Taiwan
Professor of Civil Engineering Department at National Central University, Taiwan
Associate Professor of Civil Engineering Department at National Central University, Taiwan
Assistant Professor of Civil Engineering Department at National Central University, Taiwan
(1) Graduate Research Assistant of Center for Transportation Research at The University of Texas at Austin, USA (Projects Participated: Effectiveness of Combined Utility Relocation/Highway Construction Projects; Right-of-Way Acquisition Cost Estimating Planning Tool; Optimizing the Identification of Right-of-Way Requirements During the Project Development Process), 2004-2007 (2) Undergraduate Course Assisted: Project Management and Economics; Graduate Course Assisted: Project Information Management Systems, for Department of Civil, Architectural and Environmental Engineering at The University of Texas at Austin, USA, 2004
(1) Project Manager of Advance e-Commerce Institute at Institute for Information Industry, Taiwan (Responsible Projects: Department of Health, Executive Yuan & Taipei County Government), 2002-2003 (2) Engineer of Advance e-Commerce Institute at Institute for Information Industry, Taiwan (Responsible Projects: Center for Disease Control & Department of Health, Executive Yuan), 1999-2002
(1) Undergraduate and Graduate Research Assistant of Civil Engineering Department at National Taiwan University, Taiwan (2) Technical Consultant and Columnist on Object-Oriented Database Technology
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Current and Former Research Team Members:
(1) Dr. Te-Che Chen (陳德哲博士 in 2013, Senior Engineer at Taiwan High Speed Rail Corporation), previously worked at the same organization / Dissertation: Study on Train Timetables Generation for Taiwan High-Speed Rail System Using Optimization and Agent Technologies (2) Dr. Ssu-Min Tseng (曾思敏博士 in 2013, Specialist at Taipei City Government), obtained Ph.D. Students Scholarship from Sinotech Foundation for Research & Development of Engineering Sciences & Technologies / Dissertation: Critical Infrastructure Interdependency: Analysis and Strategic Decision Making (3) Dr. Chia-Ying Lin (林佳瑩博士 in 2014, Assistant Researcher at National Science and Technology Center for Disaster Reduction), obtained MOST Doctoral Student Study Abroad Program to the University of Texas at Austin, as well as Ph.D. Students Scholarship from Sinotech Foundation for Research & Development of Engineering Sciences & Technologies / Dissertation: Development of MDA-based Framework for Generating BIM Applications Applied to the Operation and Maintenance Phase of Buildings (4) Dr. An-Pi Chang (張岸礕博士 in 2014, Professor at Fujian Agriculture and Forestry University), co-adv. w/ Dr. Jyh-Dong Lin, previously worked at CECI / Dissertation: Development of An Intelligent Green Building Project Management Evaluation System (5) Dr. Ting-Wu Ho (何庭武博士 in 2015, Senior Engineer at ITRI), obtained CECI Graduate Student Scholarship; Germany Research Grant for Doctoral Studies / Dissertation: Development of an Ontology-based, Multi-Agent Model for Emergency Dispatching for High-Speed Rail System (6) Dr. Cheng-Ting Chiang (江正鼎博士 in 2015, Senior Engineer at Taiwan CA), co-adv. w/ Dr. Ken-Yu Lin, obtained MOST Doctoral Student Study Abroad Program to the University of Washington, Seattle / Dissertation: A Building Information Model-enabled Interactive Approach to Replaying Sensor Data for Situation Awareness (7) Dr. Chun-Ping Chu (朱峻平博士 in 2017, Assistant Researcher at Research Center for Hazard Mitigation and Prevention at NCU), previously worked at the same organization / Dissertation: 3D Serious Game-based Decision Support Model for Disaster Response: Generation of Earthquake Drills and Status Quo Reporting for an Area in the City of Taipei (8) Dr. An-Ping Jeng (鄭安平博士 in 2019, Deputy Commissioner at Taoyuan Fire Department), previously worked at the same organization / Dissertation: Unsafe Electricity Usage Prediction Using Smart Meters Data and Deep Learning (9) Dr. Chang-Yuan Liu (劉展元博士 in 2022, Adjunct Assistant Professor at St. John University), obtained MOST Doctoral Student Study Abroad Program / Dissertation: Design of Ontology and Building Information Models for Fire Rescue Deployments (10) Dr. Pai-Yu Wu (吳佰餘博士 in 2022, Section Chief of Fire Prevention at Taoyuan Fire Department), previously worked at the same organization / Dissertation: Exploring fire rescue operations in long-term care facilities with use of forcible entry tools for various building components and materials under BIM environments (11) Dr. Chih-Hsiung Chang (張智雄博士 in 2022, Senior Engineer at Startup), obtained MOST Doctoral Four-Year Ph.D. Students Scholarship / Dissertation: Using Wi-Fi Channel State Information and Deep Learning Techniques for Smart Buildings and Energy Management (12) Dr. Ru-Guan Wang (王如觀博士 in 2023, Postdoc at NCU), obtained Best Presentation Award of Conference on Computer Applications in Civil and Hydraulic Engineering / Dissertation: Transformation of Building Information Models into Knowledge Graph-based Digital Twin Systems for Facility Management (13) Dr. Jia-Cheng Tan (談秉澄博士 in 2023, Lead Pilot at National Airborne Service Corps, Ministry of the Interior), previously worked at National Defense University as Colonel / Dissertation: Research on Strengthening Disaster Management Preparedness through Agile Project Management Strategies (14) Dr. Jen-Kuo Tai (戴荏國博士 in 2024, Section Chief of Disaster Management at Hsinchu County Fire Department and Adjunct Assistant Professor at Taiwan Police College), previously worked at the same organization / Dissertation: Spatial Configuration and Planning of Indoor Evacuation Shelters through Building Information Modeling and Ontology Techniques (15) Mei-Ling Chuang (莊梅菱, Specialist at Taoyuan Metro Corporation) / Dissertation: TBA (16) Sujie Wang (王蘇傑) / Dissertation: TBA (17) Chi-Yun Ke (柯棨云, Professional Civil Engineer) / Dissertation: TBA (18) Yi-Fan Chien (簡奕帆, Group leader at Taoyuan Fire Department) / Dissertation: TBA
(1) 陳宜萍 / Thesis (Spring 2009): Decision Support Model for Right-of-Way Acquisition Strategy Using Data Mining (2) 邱健銘 / Thesis (Spring 2009): Applying Spatiotemporal Objects Database to Utility Permits Data Management for Transportation Projects (3) 曾思敏 / Thesis (Spring 2009): Data Collection and Analysis of Critical Infrastructure Interdependency Relationships (4) 溫健群 / Thesis (Spring 2010): An Indoor Evacuation System Using Passive RFID Technology During Disasters (5) 何庭武 / Thesis (Spring 2010): Pavement Distress Image Recognition Using Clustering and Classification Algorithms and Spatial Database Techniques (6) 林佳瑩 / Thesis (Spring 2010): Development of an Online Exam Platform for the Programming Language Course: Ontology-based Approach (7) Nailah Firdausiyah / Thesis (Spring 2010): Timetabling Optimization Design Considering Train Circulation and Disturbances for High-Speed Rail System (8) 江正鼎 / Thesis (Spring 2011): Development of An Integrated Smartphone Platform for Collection of Disaster-related Failure Information in Infrastructure Facilities (9) Iponsyah Putra / Thesis (Spring 2011): Review of Traditional Train Timetables Generation and Incorporation into High-Speed Railway Timetable Model Considering Disturbances (10) 黃曉涵 / Thesis (Spring 2012): Review of Inoperability Input-Output Model for Analysis of Critical Infrastructure Interdependency (11) 林雅媚 / Thesis (Spring 2012): Extension of Building Information Model for Disaster Mitigation: Using the Revit Platform (12) 楊貴安 / Thesis (Spring 2012): Study on the Hadoop Cloud Computing Platform for Engineering Applications (13) 莊鴻祥 / Thesis (Spring 2012): Application of Building Information Model Technology on the Fire Investigation Process (14) 謝春棋 / Thesis (Spring 2012): Analysis of Critical Infrastructure Interdependency for an FAB in Hsinchu Science Park (entering the doctoral program) (15) 陳盈潔 / Thesis (Fall 2012): Analysis of ITS-Generated Traffic Monitoring Data for Tourism and Visitor Management Strategies Using Data Mining: A Case Study on Old Street in the Taoyuan Daxi Township, Taiwan (16) 丁冠博 / Thesis (Spring 2013): A Reasoning Mechanism Using Ontology, Protégé and SWRL Tools for Building Information Model Data (17) 張皓雯 / Thesis (Spring 2013): Applying Power System Analysis Methods to Assessment of Critical Infrastructure Interdependency (18) 侯翔偉 / Thesis (Spring 2014): Model Transformation and Application Codes Generation Using Model-driven Architecture for Building Information Models (19) 陳俊嘉 / Thesis (Spring 2014): IFC Compatibility Testing and Analysis of BIM Tools for the Facility Management Purpose (20) 曹瑞恆 / Thesis (Spring 2014): Textual Analysis on the 7 July 2005 London Bombings (21) 林泓邦 / Thesis (Spring 2015): A BIM Data Query and Extension Approach Using Spatial Database (22) 李富傑 / Thesis (Spring 2015): Room Temperature Prediction Using Data Generated by Building Performance Analysis Software for Efficient Energy Use and Conservation (23) 林君翰 / Thesis (Fall 2015): A General Power Meter Reading Data Acquisition Device Using Arduino with OCR Functionality (24) 廖宜俊 / Thesis (Spring 2016): Analysis of Household Power Consumption Data Sets Using Spatiotemporal and Sequence Data Mining (25) 呂欣倫 / Thesis (Spring 2016): Integrating BIM with Unity for Household Energy Conservation Patterns and Education (26) 沈建融 / Thesis (Spring 2016): Development of CUIBE for Integration of Sustainable Index with BIM Calculation System (27) 李東儒 / Thesis (Spring 2016): Critical Infrastructure Interdependency Analysis for MRT Station and Nearby Facilities (28) 劉大誠 / Thesis (Spring 2016): BIM-based inspection system analysis and design for utility corridors near a MRT station (29) 何柏霖 / Thesis (Spring 2016): Households and Community Power Consumption Data Analysis: Peer Review Reports Generation and Comparisons (30) 傅梓瑜 / Thesis (Spring 2017): Presentation of Household Power Consumption and Time-of-Use Rates Data by Using Information Dashboard and Data Warehouse (31) 林芷璿 / Thesis (Spring 2017): Furniture Data Processing of Building Information Modeling Usage for the Facility Management and Maintenance Phase (32) 劉展元 / Thesis (Spring 2017): Combining Building Information Modeling with Ontology Models for Vulnerability Analysis of MRT Stations (33) 陳奕璋 / Thesis (Spring 2017): Establishing and Reasoning Energy-Saving Knowledge Using Ontology and SWRL for Residential and Commercial Buildings (34) 羅元鴻 / Thesis (Spring 2017): Applying Building Information Modeling to Generation of Construction Documents (35) 張智雄 / Thesis (Spring 2018): Realization of Indoor Positioning Based on Sound for Disaster Relief Using Building Information Modeling and Deep Learning (36) 張瑜庭 / Thesis (Spring 2019): Smart Meter Data Analytics in Buildings: Cross-Format Analysis and Data Warehousing Results (37) 王如觀 / Thesis (Spring 2019): Analysis of Occupancy-Driven Power Consumption Data in Buildings Using Social Network Analysis (38) 吳振呈 / Thesis (Spring 2020): Preliminary Study on the Integration of Building Information Modeling Tools and Structural Analysis Software (39) 梁凱倫 / Thesis (Spring 2021): Applying Building Information Modeling and 3D Game Engine to Demonstrate Real-time Solar Module Information (40) 王蘇傑 / Thesis (Spring 2021): BIM-based Analysis of Roof-top PV Power Generation Prediction (41) 莊皓翔 / Thesis (Fall 2021): Simulations and Analysis of Solar Rooftop under Different Environments (42) 蘇于翔 / Thesis (Spring 2022): Predicting the energy consumption of charging electric vehicles at buildings under the trend of energy transition in Taipei (43) 李函玲 / Thesis (Spring 2023): Integration of Information Flow in Digital Twins: A Framework Based on Building Information Modeling and Extended Reality Techniques (44) 張皓崴 / Thesis (Spring 2025): TBD (45) 王乃儀 / Thesis (Fall 2023): Analysis of the electricity consumption behavior of smart meter big data in buildings using knowledge graphs (46) 黃諺祥 / Thesis (Fall 2024): TBD (47) 蔡主賢 / Thesis (Spring 2025): TBD (48) 曾鎂錚 / Thesis (Spring 2025): TBD (49) 曾昱軒 / Thesis (Fall 2025): TBD (50) 何然皓 / Thesis (Fall 2025): TBD (51) 洪榕芊 / Thesis (Spring 2026): TBD (52) 許華容 / Thesis (Spring 2026): TBD
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Research Projects:
Awards or Media Mentions:
Professional Experience: § 2020: Coauthor (謝定亞教授/陳介豪教授/王翰翔教授) for a CM textbook (in preparation)
Invited Lectures:
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Publications: Please see here (downloaded from the NSTC website) for the complete list.
I am always interested in recruiting new graduate students. We are actively looking for candidates with a strong passion for information technology who also demonstrate a strong work ethic built on honesty and integrity. All our alumni can have successful careers in the IT or related industries. 同學若希望碩士畢業後,工作與資訊軟體高度相關(例如資通訊或高科技產業、公部門、工程顧問或營建業,防救災或永續發展等),均歡迎來就讀,在研究工作上,務求與最高標準看齊。 |
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