Penghui Lin Author

Dr. Limao Zhang is currently a professor at the School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, China. Prior to his appointment at HUST, he served as an assistant professor at the School of Civil and Environmental Engineering, Nanyang Technological University, Singapore. He serves as an editor-in-chief of Journal of Building Design and Environment and editorial board member of Automation in Construction. His research focuses on Construction Automation, Risk Analysis, and Urban Resilience.

Dr. Yan Zhang is currently a research scientist at the College of Computing and Data Science (CCDS), Alibaba–NTU Global e-Sustainability Lab (ANGEL), Nanyang Technological University, Singapore. Her research centers on AI-driven sustainability and urban building energy systems, including smart sustainable buildings, ESG analytics, and large language models (LLMs). 

Dr. Penghui Lin is currently a research fellow at the School of Civil and Environmental Engineering, Nanyang Technological University, Singapore. He obtained his Doctor’s Degree from Nanyang Technology University in 2025 and his Master’s degree from National University of Singapore in 2019. Dr. Lin’s principal research area involves smart construction and building energy analysis. Dr. Lin has rich research experience and participated in many collaborative projects with industrial partners. Dr. Lin is a reviewer for many international journals, such as Automation in Construction and Energy.