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

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.