Related Publications
Multi-objective predictive taxi dispatch via network flow optimization
Beomjun Kim, Jeongho Kim, Subin Huh, Seungil You, and Insoon Yang
IEEE Access, vol. 8, pp. 21437-21452.
Data-driven distributionally robust stochastic control of energy storage for wind power ramp management using the Wasserstein metric
Insoon Yang
Energies, vol. 12, no. 23, 4577, 2019.
Sample efficient home power anomaly detection in real time using semi-supervised learning
Xinlin Wang, Insoon Yang, and Sung-Hoon Ahn
IEEE Access, vol. 7, pp.139712-139725, 2019.
Submodularity of storage placement optimization in power networks
Junjie Qin, Insoon Yang, and Ram Rajagopal
IEEE Transactions on Automatic Control, vol. 64, no. 8, pp. 3268-3283, 2019.
Smart machining process using machine learning: A review and perspective on machining industry
Dong-Hyeon Kim, Thomas J. Y. Kim, Xinlin Wang, Mincheol Kim, Ying-Jun Quan, Jin Woo Oh, Soo-Hong Min, Hyungjung Kim, Binayak Bhandari, Insoon Yang, and Sung-Hoon Ahn
International Journal of Precision Engineering and Manufacturing-Green Technology, vol. 5, no. 4, pp. 555-568, 2018.
Variance-constrained risk sharing in stochastic systems
Insoon Yang, Duncan S. Callaway, and Claire J. Tomlin
IEEE Transactions on Automatic Control, vol. 62, no. 4, pp. 1865-1879, 2017.
Data-driven distributionally robust control of energy storage to manage wind power fluctuations
Samantha Samuelson, and Insoon Yang
Proceedings of the 1st IEEE Conference on Control Technology and Applications (CCTA), pp. 199-204, 2017.
Online combinatorial optimization for Interconnected refrigeration systems: linear approximation and submodularity
Insoon Yang
Proceedings of the 20th IFAC World Congress, pp. 7389-7396, 2017.
Approximation algorithms for optimization of combinatorial dynamical systems
Insoon Yang, Samuel A. Burden, Ram Rajagopal, S. Shankar Sastry, and Claire J. Tomlin
IEEE Transactions on Automatic Control, vol. 61, no. 9, pp. 2644-2649, 2016.
Submodularity of energy storage placement in power networks (Best Student Paper Award finalist)
Junjie Qin, Insoon Yang, and Ram Rajagopal
Proceedings of the 55th IEEE Conference on Decision and Control (CDC), pp. 686-693, 2016.
Reducing electricity price volatility via stochastic storage control
Insoon Yang, and Asuman E. Ozdaglar
Proceedings of the 2016 American Control Conference (ACC), pp. 4138-4144, 2016.
Indirect load control for financial risk management in electricity markets via risk-limiting dynamic contracts
Insoon Yang, Duncan S. Callaway, and Claire J. Tomlin
Proceedings of the 2015 American Control Conference (ACC), pp. 3025-3031, 2015.
Utility learning model predictive control for personal electric loads
Insoon Yang, Melanie N. Zeilinger, and Claire J. Tomlin
Proceedings of the 53rd IEEE Conference on Decision and Control (CDC), pp. 4868-4874, 2014.
Direct load control for electricity market risk management via risk-limiting dynamic contracts
Insoon Yang, Duncan S. Callaway, and Claire J. Tomlin
Proceedings of the 52nd Allerton Conference on Communication, Control, and Computing, pp. 1058-1063, 2014.
Dynamic contracts with partial observations: application to indirect load control
Insoon Yang, Duncan S. Callaway, and Claire J. Tomlin
Proceedings of the 2014 American Control Conference (ACC), pp. 1224-1230, 2014.
Infinitesimal interconnection variation in nonlinear networked systems
Insoon Yang, Samuel A. Burden, S. Shankar Sastry, and Claire J. Tomlin
Proceedings of the 52nd IEEE Conference on Decision and Control (CDC), pp. 1417-1422, 2013.
