Recent Refereed Journal Articles:

Chang, S., Castro-Lacouture, D., Yamagata, Y. (2020). “Estimating Building Electricity Performance Gaps with Internet of Things Data Using Bayesian Multilevel Additive Modeling”. Journal of Construction Engineering and Management 146 (12), ASCE

Chang, S., Castro-Lacouture, D., Yamagata, Y. (2020) “Decision support for retrofitting building envelopes using multi-objective optimization under uncertainties”. Journal of Building Engineering, Elsevier

Yang, P., Chang, S., Saha, N., Chen, H.W. (2020). “Data-driven planning support system for a campus design”. Environment & Planning – B special issue “Planning Support with Urban Informatics”, SAGE Publications

Tobey, M., Binder, R., Chang, S., Yoshida, T., Yamagata, Y., Yang, P. (2019). “Urban systems design: a conceptual framework for Smart Communities”. Smart cities, MDPI, 2, 522-537. DOI: 10.3390/SMARTCITIES2040032

Chang, S., Saha, N., Castro-Lacouture, D., Yang, P. (2019). “Multivariate relationships between the urban performance and design parameters by using reinforcement learning and parametric modeling”. Applied Energy, Elsevier, 249, 253-264. DOI: 10.1016/j.apenergy.2019. 04.109

Kim, S., Chang, S., Castro-Lacouture, D., (2019). “Dynamic modeling for analyzing impacts of skilled labor shortage on construction project management”. Journal of Management in Engineering, ASCE, 36(1), 04019035. DOI: doi.org/10.1061/(ASCE)ME.1943-5479.0000720

Chang, S., Saha, N., Castro-Lacouture, D., Yang, P. (2019). “Generative design and performance modeling for relationships between urban built forms, sky opening, solar radiation and energy”. Energy Procedia, 158, 3994-4002. DOI: 10.1016/j.egypro.2019.01.841

Chang, S., Castro-Lacouture, D., Dutt, F., and Yang, P. P.-J. (2017). “Framework for evaluating and optimizing algae façades using closed-loop simulation analysis integrated with BIM.” Energy Procedia, 143, 237–244. DOI: 10.1016/j.egypro.2017.12.677\

Quan, S. J., Igou, T. K., Chang, S., Dutt, F., Castro-Lacouture, D., Chen, Y., and Yang, P. (2017). “Decentralized algal energy system design at various urban densities and scales.” Energy Procedia, 143, 767–773. DOI: 10.1016/j.egypro.2017.12.760

Jeong, W., Chang, S., Son, J., Yi, J. (2016). “BIM-Integrated Construction Operation Simulation for Just-In-Time Production Management”. Sustainability, 8(11), 1106. DOI: 10.3390/su8111106

Kim, Y., Han, S., Yi, J., Chang, S. (2015). “Supply chain cost model for prefabricated building material based on time-driven activity-based costing.” Canadian Journal of Civil Engineering, 43(4), 287-293. DOI: 10.1139/cjce-2015-0010

Chang, S., Yi, J., and Son, J. (2015). “The productivity improvement for steel framing work efficiency by work sampling and 5-minute rating technique.” Journal of Construction Engineering and Project Management, 5(1), 40-46. DOI: 10.6106/jcepm.2015.5.1.040

Refereed Conference Proceedings:

Oh, H. J., Chang, S., Ashuri, B. (2021) “Investigation of Skill Sets for Multiskilled Labor Development in Construction”, Proceedings of the 57th Associated Schools of Construction Annual International Conference (ASC 2021), Virtually, April 5-9, 2021.

Kim, S., Chang, S. (2020) "A framework for semantic interoperability of BIM and UAS flight mission planning system", Proceedings of the 8th International Conference on Innovative Production and Construction (IPC 2020), Hong Kong (and Virtually), Dec 7-8, 2020.

Chang, S., Yoshida, T., Binder, R.B., Yamagata, Y., Castro-Lacouture, D. (2020) “Energy sharing boundaries integrating buildings and vehicles tangled in spatial and temporal changes”, Proceedings of the 2020 ASCE Construction Research Congress, Tempe, Arizona, U.S.A., Mar 8-10, 2020.

Chang, S., Yoshida, T., Tobey, M., Yamagata, Y., Yang, P. (2019). “Transformative model of urban buildings optimizing energy demands, solar harvesting potential, and indoor thermal comfort”. The 11th International Conference on Applied Energy, Västerås, Sweden, Aug 12-15, 2019.

Yoshida, T., Chang, S., Murakami, D., Yamagata, Y. (2019). “The relationships between energy consumption and surface temperature: a combining multiple-scale observations approach”. The 11th International Conference on Applied Energy, Västerås, Sweden, Aug 12-15, 2019.

Tobey, M., Chang, S., Binder, R., Yoshida, T., Yamagata, Y. (2019) “Measuring resilience, economy, sustainability, and human well-being in multiple scales for urban diagnostics”. The 11th International Conference on Applied Energy, Västerås, Sweden, Aug 12-15, 2019.

Binder, R., Chang, S., Tobey, M., Zilske, M., Yamagata, Y. (2019). “The smart hub concept: developing the relationship between human mobility and energy consumption in Tokyo”. The 11th International Conference on Applied Energy, Västerås, Sweden, Aug 12-15, 2019.

Tobey, M., Chang, S., Binder, B. B., Yamagata, Y. (2019). “Typologies of Rapid Urbanization in Developing Asian Countries: A Study of Shanghai’s Rapid Urbanization and Subsequent Strategies”. IOP Conference Series: Earth and Environmental Science, Volume 294, DOI:10.1088/1755-1315/294/1/012097.

Yoshida, T., Tobey, M., Chang, S., Yamagata, Y. (2019), “Carbon Emission Intensities of Each Building Typology: Towards a standardized framework”, 16th International Conference on Computers in Urban Planning and Urban Management, Wuhan, China, July 8-12, 2019.

Yang, P., Chen, H., Chang, S., Saha, N. (2019). “Data-Driven Campus Design Support Systems”, 16th International Conference on Computers in Urban Planning and Urban Management, Wuhan, China, July 8-12, 2019 .

Tobey, M., Binder, R., Chang, S., Yoshida, T., Yamagata, Y., Yang, P. (2019). “Urban systems design conceptual framework: Modeling, Design, and Emergent Iterative Smart Communities”. 16th International Conference on Computers in Urban Planning and Urban Management, Wuhan, China, July 8-12, 2019.

Chang, S., Yoshida, T., Matsui, K., Castro-Lacouture, D., Yamagata, Y. (2019). “An Ontology to Sustainability Provision System of Energy Demands and Indoor Thermal Comfort by Integrating Building Energy Models with IoT – Focusing on Residential Building in Kyojima, Tokyo”. CIB World Building Congress, Hong Kong, June 17-21, 2019.

Chang, S., Castro-Lacouture, D., Matsui, K., Yamagata, Y. (2019). “Planning and Monitoring of Building Energy Demands under Uncertainties by Using IoT Data”. The ASCE International Conference on Computing in Civil Engineering, Atlanta, June 17-19, 2019. DOI: 10.1061/9780784482445.027.

Chang, S., Son, J., Jeong, W., and Yi, J. (2015). “Application of BIM-integrated construction simulation to construction production planning.” Proc., of the 6th International Conference on Construction and Project Management (ICCEPM 2015), Busan, Korea.

Chang, S., Son, J., Jeong, W., and Yi, J. (2015). “BIM-integrated construction operations simulation for reliable production management.” Proc., CIB W78 Conference, Eindhoven, Netherlands. 

Books:
Chapter author, Urban Systems Design: creating sustainable smart cities in the internet of things era by Yamagata, Y., and Yang, P. P.-J. (2020). ELSEVIER