Conceptual Graph for Automated Code Compliance Checking
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publications
Facilitating Knowledge Transfer during Code Compliance Checking Using Conceptual Graphs
Published in Journal of Computing in Civil Engineering, 2023
The rules in building codes are composed of language, logic structure, and the embedded knowledge that requires further articulation from rule experts. …
Recommended citation: Zhou, Y., Solihin, W., & Yeoh, J. K. W. (2023). Facilitating Knowledge Transfer during Code Compliance Checking Using Conceptual Graphs. Journal of Computing in Civil Engineering, 37(5), 05023001. https://doi.org/10.1061/JCCEE5.CPENG-4884
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Large scale indoor occupant tracking using distributed acoustic sensing and machine learning
Published in Building and Environment, 2024
The recent COVID-19 pandemic has brought attention to the criticality of implementing measures to prevent viral transmission and reduce the risk of infection. …
Recommended citation: Zhou, Y., Yeoh, J. K. W., Li, Y. E., & Solihin, W. (2024). Large scale indoor occupant tracking using distributed acoustic sensing and machine learning. Building and Environment, 247, 111005. https://doi.org/10.1016/j.buildenv.2023.111005
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Indoor WiFi path loss model to estimate indoor network coverage considering residential design
Published in Smart and Sustainable Built Environment, 2024
Network coverage is crucial for the adoption of advanced Smart Home applications. …
Recommended citation: Teo, S. L. E., Zhou, Y., & Yeoh, J. K.-W. (2024). Indoor WiFi path loss model to estimate indoor network coverage considering residential design. Smart and Sustainable Built Environment, ahead-of-print(ahead-of-print). https://doi.org/10.1108/SASBE-05-2023-0131
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Studying the impact of building morphology on occupants’ movement using a rule mining approach
Published in Building and Environment, 2024
In the context of mitigating viral transmission, particularly the case of COVID-19, engineering controls have proven to be highly effective. …
Recommended citation: Zhou, Y., Yeoh, J. K. W., & Solihin, W. (2024). Studying the impact of building morphology on occupants’ movement using a rule mining approach. Building and Environment, 249, 111116. https://doi.org/10.1016/j.buildenv.2023.111116
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Automated Basement Car Park Design: Impact of Design Factors on Static Capacity
Published in Journal of Architectural Engineering, 2024
Car parks are essential for every new development, but they often result in inefficient use of space. …
Recommended citation: Jamaludin, M. H. B., Zhou, Y., & Yeoh, J. K. W. (2024). Automated Basement Car Park Design: Impact of Design Factors on Static Capacity. Journal of Architectural Engineering, 30(2), 04024013. https://doi.org/10.1061/JAEIED.AEENG-1609
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talks
Seminar 1: Footstep recognition using vibration signals collected by Distributed Acoustic Sensing system (DAS)
Published:
This study proposes a machine learning method to recognize occupants’ footsteps using Distributed Acoustic Sensing (DAS) for large-scale indoor environments….
2021 - i3CE Conference: Knowledge Loss Measurement through quality evaluation of Conceptual Graph
Published:
Conceptual graph (CG) is a graph representation of logic derived from semantic knowledge. In the rule interpretation process in automated compliance checking (ACC), the quality of knowledge exchange between rule experts and rule implementers is difficult to ensure. …
Seminar 2: Facilitating knowledge transfer during code compliance checking using Conceptual Graphs (CG)
Published:
This study proposes a method using reusable conceptual graph (CG) patterns to reduce knowledge loss and improve the consistency, quality, and efficiency of knowledge transfer in building code compliance checking….
2022 - CONVR Conference: An Automatic Method of Information Extraction From 2D Floorplans
Published:
The 2D floorplan can provide lots of useful information such as geometric information related to the design of spaces and text information related to the annotations. …
2023 - i3CE Conference: The Relationship between Occupants’ Movement and Building Morphology Before and During COVID-19 Pandemic
Published:
During the COVID-19 pandemic, engineering control emerged as an efficient method for isolating people from hazards through physical or mechanical means. …
2024 - ISARC Conference: Acoustic Signal-Based Excavator Fault Detection Using Deep Learning Method
Published:
As machinery assumes a critical role in modern construction, particularly in Singapore’s development initiatives, maintaining excavators becomes paramount. …
2024 - CONVR Conference: Enhancing Building Design Through Analysis and Predictive Modeling Of Occupant Movements
Published:
Optimizing building design is essential for enhancing indoor environment efficiency, safety, and comfort. This process requires understanding the relationship between occupants’ movements and key building features, influenced by spatial layout, accessibility, and amenity placement….
teaching
CE3203: Optimization and Algorithms for Civil Engineers
2023/2024 Semester 2 , Undergraduate course , Department of Civil and Environmental Engineering, National University of Singapore
- Designed and prepared course materials, including slides, and utilized interactive teaching methods during classes.
- Delivered courses to students, received positive feedback, and integrated course content with real-world industry case studies.
CE2102: Principles & Practice in Infrastructure and Environment
2019/2020 Semester 2 and 2020/2021 Semester 2 , Undergraduate course , Department of Civil and Environmental Engineering, National University of Singapore
- Delivered tutorials twice a week, instructed course projects, held office hours, designed final quiz, and led grading
- Developed and implemented tutorial sessions and facilitated weekly discussions to enhance student understanding
EG1311: Design and Make
2019/2020 Semester 1 and 2020/2021 Semester 1 , Undergraduate course , Department of Civil and Environmental Engineering, National University of Singapore
- Delivered tutorials in weekly lab sessions, instructed course projects, held office hours, and led grading
- Developed and implemented hands-on tutorial sessions and facilitated weekly discussions to enhance student understanding
CE5806: Advanced Project Management with Lean Construction
2021/2022 Semester 1 , Graduate course , Department of Civil and Environmental Engineering, National University of Singapore
- Delivered tutorials in lab sessions, and led grading
TCE2183: Construction Project Management
2021/2022 Special Semester , Graduate course , Department of Civil and Environmental Engineering, National University of Singapore
- Delivered tutorials in weekly lab sessions, instructed course projects, held office hours, and led grading
Course Design Institute (CDI)
2025 , Course Design Training , Course Design Institute (CDI), National University of Singapore
- Define intended learning outcomes (ILOs) aligned with long-term student goals.
- Implement inclusive assessment and feedback strategies to support ILOs.
- Develop engaging teaching and learning strategies tailored to ILOs.
- Utilize data and evidence for continuous course improvement.
- Apply learner-centered design principles to create or refine courses.