Mehrzad Shahinmoghadam

PhD Candidate
Contact Information:
Research Topics

Overview

In his doctoral research program, Mehrzad is investigating cognitive digital twins of buildings: highly interactive digital replicas of actual buildings equipped with self-learning power. During his masters studies, he developed a solid background in knowledge-based AI approaches including: ontology engineering, rule-based reasoning, and fuzzy systems. Now, he is exploring the potential of machine learning for knowledge discovery from semantically linked historical building data. Also, he is exploring the links between BIM and IoT ecosystems to enable enrichment of digital models with live streams of sensor data to provide an integrated view of the building life-cycle data. To maintain the essential role of the human experts, i.e., accounting for the Human-In-The-Loop paradigm, he investigates the potential of Augmented/Virtual Reality applications to deliver immersive and intuitively interactive experiences for building visual analytics.

  • Research Title

BIM-IoT Integrated Framework for AR/VR-assisted Facility Monitoring and Control

Curriculum-vitae

M.Sc.Project & Construction Management, Shahid Beheshti University - Tehran, Iran.

Sep. 2015 - Dec. 2017

B.Sc.Civil Engineering, K.N. Toosi University of Technology - Tehran, Iran.

Sep. 2008 - Aug. 2013

  • Professional Experience

Private commercial-residential 11- story building project Construction site manager - Tehran, Iran.
Feb. 2015 – Aug. 2015

Baadband Structure Industrial Engineering Co. Ltd Assistant project manager - Tehran, Iran.
May. 2013 – Jan. 2015

Publications

Publication

BIM-IoT-integrated Architectures as the Backbone of Cognitive Buildings: Current State and Future Directions

Motamedi, A., & Shahinmoghadam, M. (2021). BIM-IoT-integrated Architectures as the Backbone of Cognitive Buildings: Current State and Future Directions. In BIM-enabled Cognitive Computing for Smart Built Environment (pp. 45–68). CRC Press. https://doi.org/10.1201/9781003017547-3

Publication

An Ontology-Based Mediation Framework for Integrating Federated Sources of BIM and IoT Data

Shahinmoghadam, M., & Motamedi, A. (2020). An Ontology-Based Mediation Framework for Integrating Federated Sources of BIM and IoT Data. Proceedings of the 18th International Conference on Computing in Civil and Building Engineering, 907–923. https://doi.org/10.1007/978-3-030-51295-8_63

Publication

Review of BIM-centered IoT deployment: State of the Art, Opportunities, and Challenges

Shahinmoghadam, M., & Motamedi, A. (2019). Review of BIM-centered IoT deployment: State of the Art, Opportunities, and Challenges. 2019 Proceedings of the 36th ISARC, Banff, Alberta, Canada, 1268–1275. https://doi.org/10.22260/ISARC2019/0170

Publication

CA-FCM: Towards a formal representation of expert’s causal judgements over construction project changes

Shahinmoghaddam, M., Nazari, A., & Zandieh, M. (2018). CA-FCM: Towards a formal representation of expert’s causal judgements over construction project changes. Advanced Engineering Informatics, 38, 620–638. https://doi.org/10.1016/j.aei.2018.09.006

Contact Information:
Research Topics