Books
- Milad Sadat-Mohammadi, Morteza Nazari-Heris, Somayeh Asadi, Behnam Mohammadi-Ivatloo and Houtan Jebelli, 2022, Renewable energy for buildings: Technology, control, and operational techniques (green energy and technology), Springer
- Houtan Jebelli, Mahmoud Habibnezhad, Shayan Shayesteh, Somayeh Asadi and SangHyun Lee, 2022, Automation and robotics in the architecture, engineering, and construction industry, Springer
- Morteza Nazari-Heris, Somayeh Asadi, Behnam Mohammadi-Ivatloo, Moloud Abdar, Houtan Jebelli and Milad Sadat-Mohammadi, 2021, Application of machine learning and deep learning methods to power system problems, Springer
Journal Articles
- Yizhi Liu, Amit Ojha, Shayan Shayesteh, Houtan Jebelli and SangHyun Lee, 2022, "Human-centric robotic manipulation in construction: generative adversarial networks (GAN) based physiological computing mechanism to enable robots to perceive workers' cognitive load", Canadian Journal of Civil Engineering
- Yumna Kurdi, Baraa J. Alkhatatbeh, Somayeh Asadi and Houtan Jebelli, 2022, "A decision-making design framework for the integration of PV systems in the urban energy planning process", Renewable Energy, 197, pp. 288-304
- Milad Sadat-Mohammadi, Shahrad Shakerian, Yizhi Liu, Somayeh Asadi and Houtan Jebelli, 2021, "Non-invasive physical demand assessment using wearable respiration sensor and random forest classifier", Journal of Building Engineering, 44, pp. 103279
- Gaang Lee, Byungjoo Choi, Houtan Jebelli and SangHyun Lee, 2021, "Assessment of construction workers’ perceived risk using physiological data from wearable sensors: A machine learning approach", Journal of Building Engineering, 42, pp. 102824
- Shahrad Shakerian, Mahmoud Habibnezhad, Amit Ojha, Gaang Lee, Yizhi Liu, Houtan Jebelli and SangHyun Lee, 2021, "Assessing occupational risk of heat stress at construction: A worker-centric wearable sensor-based approach", Safety Science, 142, pp. 105395
- Morteza Nazari-Heris, Mohammad Amin Mirzaei, Somayeh Asadi, Behnam Mohammadi-Ivatloo, Kazem Zare and Houtan Jebelli, 2021, "A hybrid robust-stochastic optimization framework for optimal energy management of electric vehicles parking lots", Sustainable Energy Technologies and Assessments, 47, pp. 101467
- Yizhi Liu, Mahmoud Habibnezhad, Shayan Shayesteh, Houtan Jebelli and SangHyun Lee, 2021, "Paving the way for future EEG studies in construction: Dependent component analysis for automatic ocular artifact removal from brainwave signals", Journal of Construction Engineering and Management, 147, (8), pp. 04021087
- Yizhi Liu, Mahmoud Habibnezhad and Houtan Jebelli, 2021, "Brainwave-driven human-robot collaboration in construction", Automation in Construction, 124, pp. 103556
- Yizhi Liu, Mahmoud Habibnezhad and Houtan Jebelli, 2021, "Brain-computer interface for hands-free teleoperation of construction robots", Automation in Construction, 123, (March), pp. 103523
- Mahmoud Habibnezhad, Shayan Shayesteh, Houtan Jebelli, Jay Puckett and Terry Stentz, 2021, "Comparison of ironworkers' fall risk assessment systems using an immerse biofeedback simulator", Automation in Construction, 122, (February 2021), pp. 103471
- Morteza-Nazari Heris, Mohammad Amin Mirzaei, Somayeh Asadi, Behnam Mohammadi-Ivatloo, Kazem Zare, Houtan Jebelli and Mousa Marzband, 2020, "Evaluation of hydrogen storage technology in risk-constrained stochastic scheduling of multi-carrier energy systems considering power, gas and heating network constraints", International Journal of Hydrogen Energy, 45, (55), pp. 30129 - 30141
- Milad Sadat-Mohammadi, Morteza Nazari-Heris, Ehsan Nazerfard, Mehrdad Abedi, Somayeh Asadi and Houtan Jebelli, 2020, "Intelligent approach for residential load scheduling", IET Generation, Transmission & Distribution, 14, (21), pp. 4738-4745
- Houtan Jebelli, JoonOh Seo, Sungjoo Hwang and SangHyun Lee, 2020, "Physiology-based dynamic muscle fatigue model for upper limbs during construction tasks", International Journal of Industrial Ergonomics, 78
- Milad Sadat-Mohammadi, Somayeh Asadi, Mahmoud Habibnezhad and Houtan Jebelli, 2020, "Robust scheduling of multi-chiller system with chilled-water storage under hourly electricity pricing", Energy and Buildings, 218
- Mahmoud Habibnezhad, Jay Puckett, Houtan Jebelli, Ali Karji, Mohammad Sadra Fardhosseini and Somayeh Asadi, 2020, "Neurophysiological testing for assessing construction workers' task performance at virtual height", Automation in Construction, 113, pp. 103143
- Gaang Lee, Byungjoo Choi, Houtan Jebelli, Changbum Ryan Ahn and SangHyun Lee, 2020, "Wearable biosensor and collective sensing-based approach for detecting older adults' environmental barriers", Journal of Computing in Civil Engineering, 34, (2), pp. 04020002
- Gaang Lee, Byungjoo Choi, Houtan Jebelli, Changbum Ryan Ahn and SangHyun Lee, 2020, "Noise reference signal-based denoising method for EDA collected by multimodal biosensor wearable in the field", Journal of Computing in Civil Engineering, 34, (6), pp. 04020044
- Byungjoo Choi, Houtan Jebelli and SangHyun Lee, 2019, "Feasibility analysis of electrodermal activity (EDA) acquired from wearable sensors to assess construction workers’ perceived risk", Safety science, 115, pp. 110--120
- Houtan Jebelli, Byungjoo Choi and SangHyun Lee, 2019, "Application of wearable biosensors to construction sites. I: Assessing workers’ stress", Journal of Construction Engineering and Management, 145, (12), pp. 04019079
- Houtan Jebelli, Byungjoo Choi and SangHyun Lee, 2019, "Application of wearable biosensors to construction sites. II: Assessing workers’ physical demand", Journal of Construction Engineering and Management, 145, (12), pp. 04019080
- Changbum R Ahn, SangHyun Lee, Cenfei Sun, Houtan Jebelli, Kanghyeok Yang and Byungjoo Choi, 2019, "Wearable sensing technology applications in construction safety and health", Journal of Construction Engineering and Management, 145, (11), pp. 03119007
- JuHyeong Ryu, JoonOh Seo, Houtan Jebelli and SangHyun Lee, 2019, "Automated action recognition using an accelerometer-embedded wristband-type activity tracker", Journal of Construction Engineering and Management, 145, (1), pp. 04018114
- Houtan Jebelli, Mohammad Mahdi Khalili and SangHyun Lee, 2019, "A continuously updated, computationally efficient stress recognition framework using Electroencephalogram (EEG) by applying Online Multi-Task Learning Algorithms (OMTL)", IEEE Journal of Biomedical and Health Informatics, 23, (5)
- Houtan Jebelli, Sungjoo Hwang and SangHyun Lee, 2018, "EEG-based workers' stress recognition at construction sites", Automation in Construction, 93, pp. 315--324
- Hyunsoo Kim, Changbum R Ahn, Terry L Stentz and Houtan Jebelli, 2018, "Assessing the effects of slippery steel beam coatings to ironworkers' gait stability", Applied ergonomics, 68, pp. 72-79
- Houtan Jebelli, Sungjoo Hwang and SangHyun Lee, 2018, "EEG signal-processing framework to obtain high-quality brain waves from an off-the-shelf wearable EEG device", Journal of Computing in Civil Engineering, 32, (1), pp. 04017070
- Sungjoo Hwang, Houtan Jebelli, Byungjoo Choi, Minji Choi and SangHyun Lee, 2018, "Measuring workers’ emotional state during construction tasks using wearable EEG", Journal of Construction Engineering and Management, 144, (7), pp. 04018050
- Sungjoo Hwang, JoonOh Seo, Houtan Jebelli and SangHyun Lee, 2016, "Feasibility analysis of heart rate monitoring of construction workers using a photoplethysmography (PPG) sensor embedded in a wristband-type activity tracker", Automation in Construction, 71, pp. 372--381
- Houtan Jebelli, Changbum R Ahn and Terry L Stentz, 2016, "Comprehensive fall-risk assessment of construction workers using inertial measurement units: Validation of the gait-stability metric to assess the fall risk of iron workers", Journal of Computing in Civil Engineering, 30, (3), pp. 04015034
- Houtan Jebelli, Changbum R Ahn and Terry L Stentz, 2016, "Fall risk analysis of construction workers using inertial measurement units: Validating the usefulness of the postural stability metrics in construction", Safety Science, 84, pp. 161--170
- Houtan Jebelli and Massood Mofid, 2014, "Effects of using low yield point steel in steel plate shear walls", The IES Journal Part A: Civil & Structural Engineering, 7, (1), pp. 51--56
- Houtan Jebelli, Melika Sharifironizi, Vandad Mazarei and Esmail Aflaki, 2014, "Using neural networks for the prediction of permeability in rock for derik embankment earth dam", Science Journal of Civil Engineering and Architecture, 2014
- Amit Ojha, Yizhi Liu, Shayan Shayesteh, Houtan Jebelli and William Sitzabee, , "Affordable multi-agent robotic system for same-level fall hazard detection in indoor construction environments", Journal of Computing in Civil Engineering
Conference Proceedings
- Yizhi Liu and Houtan Jebelli, 2023, "Enhanced robotic teleoperation in construction using a GAN-based physiological signal augmentation framework", 2021 Canadian Society for Civil Engineering (CSCE), Montreal, Quebec
- Amit Ojha, Shahrad Shakerian, Mahmoud Habibnezhad and Houtan Jebelli, 2023, "Feasibility verification of multimodal wearable sensing system for holistic health monitoring of construction workers", 2021 Canadian Society for Civil Engineering (CSCE), Montreal, Quebec
- Amit Ojha and Houtan Jebelli, 2023, "Understanding students’ engagement in learning emerging technologies of construction sector: feasibility of wearable physiological sensing system-based monitoring", 2021 Canadian Society for Civil Engineering (CSCE), Montreal, Quebec
- Shayan Shayesteh and Houtan Jebelli, 2023, "Investigating the impact of construction robots autonomy level on workers’ cognitive load", 2021 Canadian Society for Civil Engineering (CSCE), Montreal, Quebec
- Shahrad Shakerian, Amit Ojha, Houtan Jebelli and William E. Sitzabee, 2022, "Investigating the potentials of operational data collected from facilities' embedded sensors for early detection of HVAC systems' failures", 2021 International Conference on Computing in Civil Engineering (i3CE), Orlando, Florida, U.S
- Amit Ojha, Yizhi E. Liu, Shayan Shayesteh and Houtan Jebelli, 2022, "Developing an affordable robotic system for automated fall hazard detection and localization in indoor construction environments", 2021 International Conference on Computing in Civil Engineering (i3CE), Orlando, Florida, U.S.
- Yizhi Liu, Mahmoud E. Habibnezhad, Houtan Jebelli and Vishal Monga, 2022, "Worker-in-the-loop cyber-physical system for safe human-robot collaboration in construction", 2021 International Conference on Computing in Civil Engineering (i3CE), Orlando, Florida, U.S.
- Shayan Shayesteh and Houtan Jebelli, 2022, "Feasibility of virtual avatar simulator for human-robot collaboration training in construction", 2021 International Conference on Computing in Civil Engineering (i3CE), Orlando, Florida, U.S.
- Yizhi Liu and Houtan Jebelli, 2022, "Human-robot co-adaptation in construction: bio-signal based control of bricklaying robots", 2021 International Conference on Computing in Civil Engineering (i3CE), Orlando, Florida, U.S.
- Mohammad Sadra Fardhosseini, Amit Ojha, Mahmoud Habibnezhad, Houtan Jebelli and Hyun Woo Lee, 2022, "An optimal resource allocation strategy for retrofitting unreinforced masonry buildings in the pre-disaster stage", Construction Research Congress 2022: Computer Applications, Automation, and Data Analytics, pp. 1077-1085
- Amit Ojha, Mahmoud Habibnezhad, Houtan Jebelli and Robert Leicht, 2022, "Barrier analysis of effective implementation of robotics in the construction industry", Construction Research Congress 2022: Computer Applications, Automation, and Data Analytics, pp. 661-669
- Shayan Shayesteh and Houtan Jebelli, 2022, "Enhanced situational awareness in worker-robot interaction in construction: assessing the role of visual cues", Construction Research Congress 2022: Health and Safety, Workforce, and Education, pp. 422-430
- Amit Ojha, Mahmoud Habibnezhad and Houtan Jebelli, 2022, "Feasibility of embodied virtual agents for augmenting students' knowledge of robotic safety in construction", Construction Research Congress 2022: Health and Safety, Workforce, and Education, pp. 70-80
- Yizhi Liu and Houtan Jebelli, 2022, "Intention estimation in physical human-robot interaction in construction: empowering robots to gauge workers' posture", Construction Research Congress 2022: Computer Applications, Automation, and Data Analytics, pp. 621-630
- Jonathan Seagers, Yizhi Liu and Houtan Jebelli, 2022, "Smart robotic system to fight the spread of COVID-19 at construction sites", Construction Research Congress 2022: Health and Safety, Workforce, and Education, pp. 452-461
- Shayan Shayesteh and Houtan Jebelli, 2022, "Toward human-in-the-loop construction robotics: understanding workers' response through trust measurement during human-robot collaboration", Construction Research Congress 2022: Computer Applications, Automation, and Data Analytics, pp. 631-639
- Yizhi Liu and Houtan Jebelli, 2022, "Worker-aware robotic motion planner in construction for improved psychological well-being during worker-robot interaction", Construction Research Congress 2022: Computer Applications, Automation, and Data Analytics, pp. 205-214
- Shahrad Shakerian, Houtan Jebelli and William E. Sitzabee, 2021, "Improving the prediction accuracy of data-driven fault diagnosis for HVAC systems by applying synthetic minority oversampling technique", 2021 International Conference on Computing in Civil Engineering (i3CE), Orlando, Florida, U.S.
- Mahmoud Habibnezhad, Shayan Shayesteh, Yizhi Liu, Mohammad Sadra Fardhosseini and Houtan Jebelli, 2020, "The architecture of an intelligent digital twin for a cyber-physical route-finding system in smart cities", ICCEPM 2020 The 8th International Conference on Construction Engineering and Project Management
- Gaang Lee, Houtan Jebelli and SangHyun Lee, 2020, "Online multi-task learning and wearable biosensor-based detection of multiple seniors’ stress in daily interaction with the urban environment", ICCEPM 2020 The 8th International Conference on Construction Engineering and Project Management
- Amit Ojha, Jonathan Seagers, Shayan Shayesteh, Mahmoud Habibnezhad and Houtan Jebelli, 2020, "Construction safety training methods and their evaluation approaches: a systematic literature review", ICCEPM 2020 The 8th International Conference on Construction Engineering and Project Management
- Morteza Nazari-Heris, Milad Sadat-Mohammadi, Mohammad Amin Mirzaei, Somayeh Asadi, Behnam Mohammadi-Ivatloo and Houtan Jebelli, 2020, "Robust energy management of integrated power infrastructure and gas networks with high penetration of renewable energy sources", Construction Research Congress 2020, pp. 501-511
- Milad Sadat-Mohammadi, Morteza Nazari-Heris, Somayeh Asadi and Houtan Jebelli, 2020, "An incentive-based vehicle to grid service in electrical energy networks considering the effect of battery degradation cost", Construction Research Congress 2020, pp. 314-321
- Yizhi Liu, Mahmoud Habibnezhad, Houtan Jebelli, Somayeh Asadi and SangHyun Lee, 2020, "Ocular artifacts reduction in EEG signals acquired at construction sites by applying a dependent component analysis (DCA)", Construction Research Congress 2020, pp. 1281-1289
- Daeho Kim, Houtan Jebelli, SangHyun Lee and Vineet R. Kamat, 2020, "Enhancing deep neural network-based trajectory prediction: fine-tuning and inherent movement-driven post-processing", Construction Research Congress 2020, pp. 67-75
- Mohammad Sadra Fardhosseini, Ali Karji, Carrie Sturts Dossick, Hyun Woo Lee, Houtan Jebelli and Sean Beatty, 2020, "The cost-effectiveness of integrating digital fabrication for concrete formworks", Construction Research Congress 2020, pp. 1077-1086
- Mohammad Sadra Fardhosseini, Mahmoud Habibnezhad, Houtan Jebelli, Giovanni Migliaccio, Hyun Woo Lee and Jay Puckett, 2020, "Recognition of construction workers' physical fatigue based on gait patterns driven from three-axis accelerometer embedded in a smartphone", Construction Research Congress 2020, pp. 453-462
- Houtan Jebelli, Mahmoud Habibnezhad, Mohammad Mahdi Khalili, Mohammad Sadra Fardhosseini and Sanghyun Lee, 2020, "Multi-level assessment of occupational stress in the field using a wearable EEG headset", Construction Research Congress 2020, pp. 140-148
- Amit Ojha, Shahrad Shakerian, Mahmoud Habibnezhad, Houtan Jebelli, SangHyun Lee and Mohammad Sadra Fardhosseini, 2020, "Feasibility of using physiological signals from a wearable biosensor to monitor dehydration of construction workers", Creative Construction e-Conference 2020, pp. 20--28
- Gaang Lee, Byungjoo Choi, Houtan Jebelli, Changbum Ryan Ahn and SangHyun Lee, 2019, "Reference signal-based method to remove respiration noise in electrodermal activity (EDA) collected from the field", Computing in Civil Engineering 2019: Data, Sensing, and Analytics, American Society of Civil Engineers Reston, VA, pp. 17--25
- Mahmoud Habibnezhad, Jay Puckett, Mohammad Sadra Fardhosseini, Houtan Jebelli, Terry Stentz and Lucky Agung Pratama, 2019, "Experiencing extreme height for the first time: the influence of height, self-judgment of fear and a moving structural beam on the heart rate and postural sway during the quiet stance", The 36th International Symposium on Automation and Robotics in Construction (ISARC)
- Byungjoo Choi, Gaang Lee, Houtan Jebelli and SangHyun Lee, 2019, "Assessing workers perceived risk during construction task using a wristband-type biosensor", Creative Construction Conference 2019
- Houtan Jebelli, Byungjoo Choi, Hyeonseung Kim and S Lee, 2018, "Feasibility study of a wristband-type wearable sensor to understand construction workers’ physical and mental status", Construction Research Congress 2018, pp. 367--377
- Houtan Jebelli, Kanghyeok Yang, Mohammad Mahdi Khalili, Changbum R Ahn and Terry Stentz, 2018, "Assessing the effects of tool-loading formation on construction workers’ postural stability", Construction Research Congress 2018, 2018, pp. 292--302
- Houtan Jebelli, Mohammad Mahdi Khalili, Sungjoo Hwang and SangHyun Lee, 2018, "A supervised learning-based construction workers’ stress recognition using a wearable electroencephalography (EEG) device", Construction Research Congress 2018, Ann Arbor, United States, 2018, pp. 43--53
- Gaang Lee, Byungjoo Choi, Houtan Jebelli, Changbum Ahn and SangHyun Lee, 2018, "Wearable sensor based detection of city dwellers’ discomfort in urban infrastructure", 8th International Conference on the Constructed Environment and the Constructed Environment Research Network
- Houtan Jebelli, Sungjoo Hwang and S Lee, 2017, "Feasibility of field measurement of construction workers’ valence using a wearable EEG device", Computing in Civil Engineering, pp. 99--106
- K Yang, Houtan Jebelli, C Ahn and M Vuran, 2015, "Threshold-based approach to detect near-miss falls of iron workers using inertial measurement units", Computing in Civil Engineering, pp. 148--155
- Houtan Jebelli, Changbum R Ahn and Terry L Stentz, 2014, "The validation of gait-stability metrics to assess construction workers’ fall risk", Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering, Orlando, FL, USA, pp. 23--25
- Houtan Jebelli, Masood Mofid and Mahmoud Habibnezhad, 2013, "Assessing the effect of low yield steel on energy absorption of the steel plate shear walls under lateral loads using finite element method", International Conference of Civil Engineering & Urban Sustainable Development
- Houtan Jebelli, Ali Khodaii and Vandad Mazarei, 2012, "Using neural and fuzzy-neural approaches in school trip distribution modeling", The 11th International Conference on Traffic and Transportation Engineering