Journal paper (joint work with Dr. Zhengdao Wang in Department of Electrical and Computer Engineering from Iowa State Univerisity) titled “Deep Convolutional Neural Networks with Ensemble Learning and Transfer Learning for Capacity Estimation of Lithium-ion Batteries” has been accepted for publication in Applied Energy. Congrats!
Conference paper (joint work with Ramin Giahi and Cameron MacKenzie from Department of Industrial and Manufacturing Systems Engineering, Iowa State University) titled “A Multi-stage Optimization Model for Flexibility in Engineering Design” received the Best Track Paper Award at the IISE Annual Conference & Expo 2019. Congrats!
The following papers have recently been accepted by Reliability Engineering and System Safety and Smart Materials and Structures. Congrats!
1. “Multivariate System Reliability Analysis Considering Highly Nonlinear and Dependent Safety Events” by RESS [DOI];
2. “Decision Making under Uncertainty for Design of Resilient Engineered Systems” by RESS [DOI]; 3. “Fusion of sensor geometry into additive strain fields measured with sensing skin” by SMS [DOI].
Journal paper (joint work with Toghi Eshghi, Amin, and Soobum Lee from University of Maryland, Baltimore County) titled “Design Optimization under Uncertainty and Speed Variability for a Piezoelectric Energy Harvester Powering a Tire Pressure Monitoring Sensor” has been accepted for publication in Smart Materials and Structures. Congrats!
Mohammad’s paper on sequential Kriging reliability analysis was accepted for publication in Structural and Multidisciplinary Optimization. Congrats!
The Lab has four papers accepted by ASME IDETC/CIE 2017 as oral presentations on the topics of battery management system (Yifei), data-driven prognostics (Dr. Li), high-dimensional reliability analysis (Mohammad), design for resilience (Dr. Hu). Yifei’s paper was nominated for the Best Paper Award. Congrats to these group members!
Austin’s paper on optimal placement of hybrid dense sensor networks was accepted for publication in Structural Health Monitoring. Congrats!
Journal paper (joint work with Sumin Seong, and Soobum Lee from University of Maryland, Baltimore County) titled “Design under Uncertainty for Reliable Power Generation of Piezoelectric Energy Harvester” has been accepted for publication in Journal of Intelligent Material Systems and Structures (JIMSS).
Journal paper (joint work with Chao Zhang and Xiaogang Zhang from University of New South Wales) titled “An optimized ensemble local mean decomposition method for fault detection of mechanical components” has been accepted for publication by Measurement Science and Technology.
Journal paper (joint work with Yu Jiang from China University of Mining and Technology and Zhongxiao Peng from University of New South Wales) titled “Multi-Dimensional Variational Mode Decomposition for Bearing-Crack Detection in Wind Turbines with Large Driving-Speed Variations” has been accepted for publication by Renewable Energy.