Structural Health Monitoring & Control Committee

Structural Health Monitoring Case Studies

Syllabi of SHMC Related Courses

Software Sharing for Structural Health Monitoring and Control
Experimental Data Sharing for Structural Health Monitoring and Control

• MS0210 - Assessing Human-Infrastructure Interactions and their Performance, by Fernando Moreu, Hae Young Noh, Kenneth J. Loh, Rodrigo Sarlo
• MS0258 - Advances in computer vision, deep learning and artificial intelligence for structural health monitoring and inspections, by Mohammad Jahanshahi and Vedhus Hoskere
• MS0301 - Smart IoT sensors and artificial intelligence for civil infrastructure monitoring, by Yuguang Fu, Jian Li.
• MS0302 - Analysis Of Heritage Structures: Tools And Methods For Assessing Unknowns In Historic Monuments And Structures, by Becca Napolitano, Branko Glisic, Linda Seymour, Admir Masic
• MS0303 - Innovations and advances in passive, active, and semi-active structural control, by Nicholas E. Wierschem, Scott Harvey
• MS0306 - Recent Advances in Sensing, SHM, and Automated Inspections for Infrastructure Condition Assessment: Toward Actionable Solutions, by Mohamad Alipour, Hoon Sohn, Brian Eick, Francisco Pena
• MS1007 - Integration of Physics-based Models with Data for Identification, Monitoring, Estimation, and Uncertainty Quantification, by Hamed Ebrahimian, Babak Moaveni, Hae Young Noh, Stanford University, Yang Wang
• MS1008 - Infrastructure assessment automation with robotics, deep learning and digital twins, by Vedhus Hoskere, Mohammad Jahanshahi, Jian Li, and Wei Song
• Leveraging Structural Sensing and Monitoring for Informed Decision-Making, Mitigation, and Post-Event Management, by Milad Roohi, Yashar Eftekhar Azam, Kalil Erazo, Doeun Choe and Eleonora Tronci

1. MS102 - Programming and Data Science Education for Mechanics Students. Organizers: Rebecca Napolitano, Wesley Reinhart, Fernando Moreu, David Lattanzi, Stephanie German Paal
2. MS202 - Structural Identification and Damage Detection. Organizers: Eleni Chatzi, Costas Papadimitriou, Babak Moaveni
3. MS204 - Machine learning innovations towards long-term safety, performance, and serviceability assessment of civil infrastructure. Organizers: Mauricio Pereira, Branko Glisic
4. MS205 - Innovations and Advances in Passive, Active, and Semi-active Structural Control. Organizers: Nicholas Wierschem, P. Scott Harvey
5. MS206 - Infrastructure assessment automation with robotics, deep learning and digital twins. Organizers: Vedhus Hoskere, Jian Li, Wei Song
6. MS207 - Recent Advances in Hybrid Simulation and Real-time Hybrid Simulation. Organizers: Wei Song, Richard Christenson
7. MS208 - Advances in bridge health monitoring: Data-driven and machine learning methods, indirect monitoring, crowdsourced mobile sensing. Organizers: Debarshi Sen, Basuraj Bhowmik, Shamim Pakzad
8. MS210 - Integration of Physics-based Models with Data for Identification, Monitoring, Estimation, and Uncertainty Quantification. Organizers: Hamed Ebrahimian, Babak Moaveni, Haeyoung Noh, Yang Wang
9. MS211 - Complex Dynamics and Vibration Control of Infrastructure Exposed to Single/Multiple Hazards. Organizers: Chao Sun, Mariantonieta Gutierrez Soto, Lin Chen
10. MS213 - Smart sensing and artificial intelligence for civil infrastructure monitoring. Organizers: Jian Li, Yuguang Fu
11. MS216 - Advances in Computer Vision, Deep Learning, & Artificial Intelligence for Structural Health Monitoring & Inspections. Organizers: Mohammad Jahanshahi, Vedhus Hoskere, Jian Li, Arash Noshadravan
12. MS310: Maximizing information content for data-scarce engineering mechanics applications . Organizers: Audrey Olivier, Lori Graham-Brady, Michael Shields
13. MS605 - Analysis of Heritage Structures: Tools and Methods for Assessing Unknowns in Historic Monuments and Structures. Organizers: Rebecca Napolitano, Linda Seymour, Brank Glisic, Admir Masic
14. MS606 - Wildfire Engineering: Research and practice in wildland and wildland-urban-interface. Organizers: Hamed Ebrahimian, Erica Fischer, Hussam Mahmoud, Negar Elhami-Khorasani
15. MS609 - Geometries & Design: Opportunities for Sustainable Construction. Organizer: Ann Sychterz
16. MS615 - Assessing Human-Infrastructure Interactions and their Performance. Organizers: Fernando Moreu, Hae Young Noh, Ken Loh
17. MS616 - CIVIC Transportation and Resilient Solutions Towards Smart and Connected Communities. Organizers: Fernando Moreu, Su Zhang

1. MS225: Integration of Physics-Based Models with Data for Identification, Monitoring, Estimation, and Uncertainty Quantification, by Hamed Ebrahimian, Hae Young Noh, Babak Moaveni, and Yang Wang
2. MS301: Structural Identification and Damage Detection, by Eleni Chatzi, Babak Moaveni, and Costas Papadimitriou
3. MS303: Smart sensor networks for civil infrastructure monitoring, by Jian Li, Simon Laflamme, Hongki Jo, and Austin Downey
4. MS602 Complex Dynamics and Vibration Control of Infrastructure Exposed to Single/Multiple Hazards, by Chao Sun, Mariantonieta Gutierrez Soto, and Lin Chen
5. MS603: Innovations and Advances in Passive, Active, and Semi-Active Structural Control, by Nicholas Wierschem and Scott Harvey
6. MS701: Advances in Computer Vision, Deep Learning, & Artificial Intelligence for Structural Health Monitoring & Inspections, Vedhus Hoskere, Jian Li, Mohammad Jahanshahi, Fernando Moreu, Wei Song, and Sriram Narasimhan
7. MS705: Advances in Deep Learning-Based Infrastructure Assessment, by Zhilu Lai, Eleni Chatzi, Hae Young Noh, Satish Nagarajaiah
8. MS713: Assessing Human-Infrastructure Interactions and their Performance, by Fernando Moreu, Hae Young Noh, Ken Loh

1. MS213 - Integration of Physics-based ModelSwith Data for Model Identification, Updating, and Uncertainty Quantification, by Hamed Ebrahimian, Haeyoung Noh, Babak Moaveni, and Yang Wang
2. MS223 - AdvanceSin Computer Vision and Visualization for Structural Health Monitoring, by Mohammad Jahanshahi, David Lattanzi, Fernando Moreu
3. MS233 - Machine Learning and Big Data-based Structural Health Monitoring, by Hui Li, Billie F. Spencer Jr., Yuequan Bao, and Jian Li
4. MS239 - Assessing Human-Infrastructure InteractionSand their Performance, by Fernando Moreu, Haeyoung Noh, Ken Loh
5. MS240 - Safety Assessment of Aging Infrastructure: From Data to Decision, by Suparno Mukhopadhyay, Adrian Brugger, SimoSGerasimidis, Raimondo Betti
6. MS244 - Structural Identification and Damage Detection, by CostaSPapadimitriou, Eleni Chatzi and Babak Moaveni
7. MS255 - PhysicSInformed Machine Learning for Data-driven Modeling and Discovery of Complex Systems. by Hao Sun, Yang Liu, Jian-Xun Wang
8. MS256 - Complex DynamicSand Vibration Control of InfrastructureSExposed to Single/Multiple Hazards, by Chao Sun, Mariantonieta Gutierrez Soto, and Sriram Narasimhan
9. MS259 - Physics-Driven Learning in Structural Health Monitoring, by Filippo Ubertini and Simon Laflamme
10. MS263 - InnovationSand AdvanceSin Passive, Active, and Semi-active Structural Control, by Nick Wierschem and P. Scott Harvey
11. MS269 - Cable vibration, mitigation and monitoring, by Michael Haijun Zhou, Limin Sun and Shaohong Cheng
12. MS270 - AdvanceSin Simulation of Stochastic Fields, by Michael Haijun Zhou, Haifeng Wang, Teng Wu, Michael Shields, George Deodatis

First Place

Herta Montoya, Purdue University
Paper Title: Thermomechanical Real-Time Hybrid Simulation: Identification, Control, and Experimental Implementation
Authors: Herta Montoya, Christian Silva, Shirley J. Dyke, and Manuel Salmeron

Second Place:

Subin Varghese, University of Houston
Paper Title: Unpaired Image-to-Image Translation of Structural Damage
Authors: Subin Varghese and Vedhus Hoskere

Third Place

Wen Tang, Purdue University
Paper Title: Active Perception Based on Deep Reinforcement Learning for Autonomous Robotic Inspection
Authors: Wen Tang and Mohammad R. Jahanshahi

Competition Chair: Jian Li, Ph.D., P.E., M.ASCE

Special thanks to this year's competition sponsor:

First Place

Jingxiao Liu, Stanford University
Paper titled: Telecommunication Fiber Cables into Distributed Acoustic Sensors for Vibration-Based Bridge Health Monitoring

Second Place

Yu-Ting Huang, Purdue University
Paper titled: Toward Crowdsourcing-based Condition Assessment of Roads Using Deep Learning and Data Fusion

Third Place

Brandon J. Perry, Colorado State University
Paper titled: Measurements of the 3-Component (3C) Dynamic Displacements of Full-Scale Structures using an Unmanned Aerial System (UAS)

Special thanks to this year's competition sponsor:

First Place

Mohamadreza Sheibani, University of Utah
Paper Title: "Prediction of Hurricane-Related Power Outage with a Population-Based Structural Health Monitoring Approach"

Second Place

Kyle Leland Hom, Columbia University
Paper Title: "Damage Identification Using x-Vectors for Structural Health Monitoring"

Third Place

Jingxiao Liu, Stanford University
Paper Title: "Hierarchical model transfer between bridges for multi-task damage diagnosis using drive-by vehicles"

Competition Chair: Professor Fernando Moreu, Ph.D., P.E., M.ASCE.