Staff information

PNNL Publications

2024

• Ramachandran T., A. Rahman, S.S. Vasisht, and R. Hossain. 2024. Scalable Control Co-design for Resilient-by-Design Cyber Physical Systems. PNNL-37048. Richland, WA: Pacific Northwest National Laboratory. Scalable Control Co-design for Resilient-by-Design Cyber Physical Systems
• Ramachandran T., S.S. Vasisht, A. Rahman, A. Bhattacharya, and V.A. Adetola. 2024. "A Computational Framework for Control Co-design of Resilient Cyber-Physical Systems with Applications to Microgrids." IEEE Transactions on Control Systems Technology 32, no. 3:793 - 804. PNNL-SA-183583. doi:10.1109/TCST.2023.3342144

2023

• Bakker C., S.S. Vasisht, S. Huang, and D.L. Vrabie. 2023. "Sensor and Actuator Attacks on Hierarchical Control Systems with Domain-Aware Operator Theory." In Resilience Week (RWS 2023), November 27-30, 2023, National Harbor, MD, 1-8. Piscataway, New Jersey:IEEE. PNNL-SA-184521. doi:10.1109/RWS58133.2023.10284668
• Shaw Cortez W.E., S.S. Vasisht, A.R. Tuor, J. Drgona, and D.L. Vrabie. 2023. "Domain-aware Control-oriented Neural Models for Autonomous Underwater Vehicles." In 12th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2022), January 4-6, 2023, Canberra, Australia. IFAC-PapersOnline, edited by J. Trumpf and R. Mahony, 56, 228-233. Amsterdam:Elsevier. PNNL-SA-175459. doi:10.1016/j.ifacol.2023.02.039

2022

• Bakker C., A. August, S. Huang, S.S. Vasisht, and D.L. Vrabie. 2022. "Deception-Based Cyber Attacks on Hierarchical Control Systems using Domain-Aware Koopman Learning." In Resilience Week (RWS 2022), September 26-29, 2022, National Harbor, MD, 1-8. Piscataway, New Jersey:IEEE. PNNL-SA-173605. doi:10.1109/RWS55399.2022.9984030
• Drgona J., A.R. Tuor, S.S. Vasisht, and D.L. Vrabie. 2022. "Dissipative Deep Neural Dynamical Systems." IEEE Open Journal of Control Systems 1. PNNL-SA-174718. doi:10.1109/OJCSYS.2022.3186838

2021

• Bhattacharya A., S.S. Vasisht, V.A. Adetola, S. Huang, H. Sharma, and D.L. Vrabie. 2021. "Control Co-Design of Commercial Building Chiller Plant using Bayesian Optimization." Energy and Buildings 246. PNNL-SA-158439. doi:10.1016/j.enbuild.2021.111077
• Drgona J., A.R. Tuor, S.E. Skomski, S.S. Vasisht, and D.L. Vrabie. 2021. "Deep Learning Explicit Differentiable Predictive Control Laws for Buildings." In 7th IFAC Conference on Nonlinear Model Predictive Control, (NMPC 2021), July 11-14, 2021 Bratislava. IFAC-PapersOnLine, edited by G. Pannocchia, et al, 54, 4-19. PNNL-SA-159943. doi:10.1016/j.ifacol.2021.08.518
• Skomski E., S.S. Vasisht, C.L. Wight, A.R. Tuor, J. Drgona, and D.L. Vrabie. 2021. "Constrained Block Nonlinear Neural Dynamical Models." In Proceedings of the American Control Conference (ACC 2021), May 25-28, 2021, Virtual, New Orleans, LA, 2021, 3993 - 4000. Piscataway, New Jersey:IEEE. PNNL-SA-156893. doi:10.23919/ACC50511.2021.9482930