Ladpli P., Nardari R., Kopsaftopoulos F.P., Chang F.-K., “Multifunctional energy storage composite structures with embedded lithium-ion batteries”
2019
Journal of Power Sources, Vol. 414, pp. 517-529, 2019.
https://doi.org/10.1016/j.jpowsour.2018.12.051
Chen X., Kopsaftopoulos F.P., Wu Q., Ren H., Chang F.-K., “A self-adaptive 1D convolutional neural network for flight-state identification”
2019
Sensors, Vol. 19(2), 275, 2019.
https://doi.org/10.3390/s19020275
James A. and Kopsaftopoulos F.P., “Data-driven stochastic identification of a UAV under varying flight and structural health states”
2019
in the Proceedings of the 12th International Workshop on Structural Health Monitoring (IWSHM), Stanford University, USA, September 2019.
https://dx.doi.org/10.12783/shm2019/32303
Amer A. and Kopsaftopoulos F.P., “Probabilistic damage quantification via the integration of non-parametric time-series and Gaussian process regression models”
2019
in the Proceedings of the 12th International Workshop on Structural Health Monitoring (IWSHM), Stanford University, USA, September 2019.
https://dx.doi.org/10.12783/shm2019/32379
Ahmed S. and Kopsaftopoulos F.P., “Investigation of broadband high-frequency stochastic actuation for active-sensing SHM under varying temperature”
2019
in the Proceedings of the 12th International Workshop on Structural Health Monitoring (IWSHM), Stanford University, USA, September 2019.
https://dx.doi.org/10.12783/shm2019/32173
Breese S. Kopsaftopoulos F.P., Varela C., “Towards proving runtime properties of data-driven systems using safety envelopes”
2019
n the Proceedings of the 12th International Workshop on Structural Health Monitoring (IWSHM), Stanford University, USA, September 2019.
https://dx.doi.org/10.12783/shm2019/32302
Ladpli P., Liu C., Kopsaftopoulos F.P., Chang F.-K., “Health prognostics of Lithium-ion batteries and battery-integrated structures”
2019
in the Proceedings of the 12th International Workshop on Structural Health Monitoring (IWSHM), Stanford University, USA, September 2019.
https://dx.doi.org/10.12783/shm2019/32215
Huang Z., Zhao H., Liu C., Chen X., Kopsaftopoulos F.P., Chang F.-K., “High accuracy flight state identification of a self-sensing wing via machine learning approaches”
2019
in the Proceedings of the 12th International Workshop on Structural Health Monitoring (IWSHM), Stanford University, USA, September 2019.
https://dx.doi.org/10.12783/shm2019/32215
Dutta A., McKay M., Kopsaftopoulos F.P., Gandhi F., “Fault detection and identification for multirotor aircraft by data-driven statistical learning methods”
2019
AIAA/IEEE Electric Aircraft Technologies Symposium, Indianapolis, IN, USA, August 2019.
https://doi.org/10.2514/6.2019-4503
Dutta A., McKay M., Kopsaftopoulos F.P., Gandhi F., “Rotor fault detection and identification on a hexacopter based on statistical time series methods”
2019
in the Proceedings of the Vertical Flight Society 75th Annual Forum & Technology Display, Philadelphia, PA, USA, May 2019.
Amer A. and Kopsaftopoulos F.P., “Probabilistic active sensing acousto-ultrasound SHM based on non-parametric stochastic representations”
2019
in the Proceedings of the Vertical Flight Society 75th Annual Forum & Technology Display, Philadelphia, PA, USA, May 2019.
Ahmed S. and Kopsaftopoulos F.P., “Uncertainty quantification of guided waves propagation for active sensing structural health monitoring”
2019
in the Proceedings of the Vertical Flight Society 75th Annual Forum & Technology Display, Philadelphia, PA, USA, May 2019.
Blasch E., Ashdown J., Kopsaftopoulos F.P., Varela C., and Newkirk R., “Dynamic data driven analytics for multi-domain environments”
2019
Proc. SPIE 11006, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications, 1100604, Baltimore, MD, USA, April 2019.
https://doi.org/10.1117/12.2519210
Kopsaftopoulos F.P. and Chang F.-K., “Data-driven stochastic identification for fly-by-feel aerospace structures: Critical assessment of non-parametric and parametric approaches”
2019
AIAA SciTech Forum, San Diego, CA, January 2019.
https://doi.org/10.2514/6.2019-1534
Arumbakkam S., Brassard K., Casey P., Fahey L., et al. “Design of an intelligent self-aware solar-powered unmanned aerial vehicle: conventional and unconventional design approaches”
2019
AIAA SciTech Forum, San Diego, CA, January 2019.
https://doi.org/10.2514/6.2019-0316
Full list of authors: Shruti Arumbakkam, Kylie Brassard, Philip Casey, Liam Fahey, David Hoddinott, Tawhid Khan, Eric Liu, Zhengqiu Lou, Michael Moncton, Yacob Olins, Dice Saito, Siu Wong, Shiyan Yang, Peiyuan Zhou, and Fotis Kopsaftopoulos