Publications

@article{LeeHLKH_TCST2019,
  author = {D. Lee and N. He and S. Lee and P. Karava and J. Hu},
  title = {Reinforcement learning for building control application with occupant interactions},
  journal = {IEEE Trans. Control System Technology},
  year = {2019},
  note = {Submitted}
}

@article{JoeKHXH_EnB2018,
  author = {J. Joe and P. Karava and X. Hou and Y. Xiao and J. Hu},
  title = {A distributed approach to model-predictive control of radiant comfort delivery systems in office spaces with localized thermal environments},
  journal = {Energy and Buildings},
  year = {2018},
  volume = {175},
  pages = {173--188}
}

@article{CaiKBH_STBE16,
  author = {J. Cai and D. Kim and J. Braun and J. Hu},
  title = {General approaches for determining the savings potential of optimal control for cooling in commercial buildings having both energy and demand charges},
  journal = {Science and Technology for the Built Environment},
  year = {2016},
  volume = {22},
  number = {6},
  pages = {733--750}
}

@article{CaiKJBH_EnB16,
  author = {J. Cai and D. Kim and R. C. Jaramillo and J. Braun and J. Hu},
  title = {A general multi-agent control approach for building energy system optimization},
  journal = {Energy and Buildings},
  year = {2016},
  volume = {127},
  pages = {337--351}
}

@article{PuttaKCHB_STBE2015,
  author = {V. Putta and D.-H. Kim and J. Cai and J. Hu and J. E. Braun},
  title = {Dynamic programming based approaches to optimal rooftop unit coordination},
  journal = {Science and Technology for the Built Environment},
  year = {2015},
  volume = {21},
  number = {6},
  pages = {752--760}
}

@article{ShenHQ_EJC14,
  author = {J. Shen and J. Hu and H. Qing},
  title = {Semistability of switched linear systems with application to PageRank algorithms},
  journal = {European Control Journal},
  year = {2014},
  volume = {20},
  number = {3},
  pages = {132-140}
}

@article{Fu_IET2014,
  author = {L. Fu and L. Wang and X. Liu and J. Hu},
  title = {Stability analysis of inertial navigation system-aided phase-lock-loop via an integral quadratic constraint approach},
  journal = {IET J. Radar, Sonar, and Navigation},
  year = {2014},
  volume = {8},
  number = {9},
  pages = {1100--1108}
}

@article{FuH_GNC12,
  author = {L. Fu and J. Hu},
  title = {Coning algorithm based on singular perturbation},
  journal = {Aircraft Engineering and Aerospace Technology},
  year = {2012},
  volume = {85},
  number = {3},
  pages = {178--185}
}

@article{ZhangLH_Automatica09,
  author = {W. Zhang and Y.-H. Lu and J. Hu},
  title = {Optimal solutions to a class of power management problems in mobile robots},
  journal = {Automatica},
  year = {2009},
  volume = {45},
  number = {4},
  pages = {989--996}
}

@article{ZhangH_Automatica08,
  author = {W. Zhang and J. Hu},
  title = {Dynamic buffer management using optimal control of hybrid systems},
  journal = {Automatica},
  year = {2008},
  volume = {44},
  number = {7},
  pages = {1831--1840},
  note = {(Purdue Technical Report TR-ECE 07-18)}
}

@article{RidenourHPL07,
  author = {J. Ridenour and J. Hu and N. Pettis and Y.-H. Lu},
  title = {Low-power buffer management for streaming data},
  journal = {IEEE Trans. Circuits and Systems for Video Technology},
  year = {2007},
  volume = {17},
  number = {2},
  pages = {143--157}
}

@inproceedings{HouXJCPHB_HPBC18,
  author = {X. Hou and Y. Xiao and J. Joe and J. Cai and P. Karava and J. Hu and J. Braun},
  title = {An agent-based control implementation for the coordination of multiple rooftop units},
  booktitle = {Proc. 6th International High Performance Buildings Conference},
  year = {2018}
}

@inproceedings{LeeLKH_ACC18a,
  author = {D. Lee and S. Lee and P Karava and J. Hu},
  title = {Simulation-based stochastic optimal control design and its application to building control problems},
  booktitle = {American Control Conf.},
  year = {2018},
  pages = {5424--5429},
  note = {(Purdue Technical Report TR-ECE 18-07)}
}

@inproceedings{LeeLKH_ACC18b,
  author = {D. Lee and S. Lee and P Karava and J. Hu},
  title = {Approximate dynamic programming for building control problems with occupant interactions},
  booktitle = {American Control Conf.},
  year = {2018},
  pages = {3945--3950},
  note = {(Purdue Technical Report TR-ECE 18-06)}
}

@inproceedings{CaiZKBH_CCTA2017,
  author = {J. Cai and H. Zhang and D. Kim and J. E. Braun and J Hu},
  title = {Convex optimization-based control of sustainable communities with on-site photovoltaic (PV) and batteries},
  booktitle = {IEEE Conference on Control Technology and Applications},
  year = {2017},
  pages = {1007--1012}
}

@inproceedings{HouXCHB_ACC17,
  author = {X. Hou and Y. Xiao and J. Cai and J. Hu and J. Braun},
  title = {Distributed model predictive control via proximal Jacobian ADMM for building control applications},
  booktitle = {American Control Conf.},
  year = {2017},
  pages = {37--43},
  note = {(Purdue Technical Report TR-ECE-17-02)}
}

@inproceedings{HouXCHB_HPBC16,
  author = {X. Hou and Y. Xiao and J. Cai and J. Hu and J. Braun},
  title = {A distributed model predictive control approach for optimal coordination of multiple thermal zones in a large open space},
  booktitle = {Proc. 4th International High Performance Buildings Conference},
  year = {2016},
  pages = {160--169}
}

@inproceedings{JoeKHH_HPBC16,
  author = {J. Joe and P. Karava and X. Hou and J. Hu},
  title = {Model predictive control of a radiant floor cooling system in an office space},
  booktitle = {Proc. 4th International High Performance Buildings Conference},
  year = {2016},
  pages = {487--496}
}

@inproceedings{CaiKBH_ACC16a,
  author = {J. Cai and J. E. Braun and D. Kim and J. Hu},
  title = {A multi-agent control based demand response strategy for multi-zone buildings},
  booktitle = {American Control Conf.},
  year = {2016},
  pages = {2365--2372}
}

@inproceedings{CaiKBH_ACC16b,
  author = {J. Cai and D. Kim and J. E. Braun and J. Hu},
  title = {Optimizing zone temperature setpoint excitation to minimize training data for data-driven dynamic building models},
  booktitle = {American Control Conf.},
  year = {2016},
  pages = {1478--1484}
}

@inproceedings{CaiKPBH_ACC2015,
  author = {J. Cai and D. Kim and V. Putta and J. E. Braun and J. Hu},
  title = {Multi-agent control for centralized air conditioning systems serving multi-zone buildings},
  booktitle = {American Control Conf.},
  publisher = {IEEE},
  year = {2015},
  pages = {986--993}
}

@inproceedings{KimBCH_ACC2015,
  author = {D. Kim and J. E. Braun and J. Cai and J. Hu},
  title = {Development of a plug-and-play multiple RTU coordination control algorithm for small/medium commercial buildings},
  booktitle = {Proc. American Control Conf.},
  publisher = {IEEE},
  year = {2015},
  pages = {1659--1664}
}

@inproceedings{BanvaitHC_ACC2015,
  author = {H. Banvait and J. Hu and Y. Chen},
  title = {Design of energy management system of plug-in hybrid electric vehicle using hybrid systems},
  booktitle = {Proc. American Control Conf.},
  publisher = {IEEE},
  year = {2015},
  pages = {1339--1344}
}

@inproceedings{PuttaKCHB_ACC2015,
  author = {V. Putta and D. Kim and J. Cai and J. Hu and J. E. Braun},
  title = {A switched dynamic programming approach towards optimal control of multiple rooftop units},
  booktitle = {Proc. American Control Conf.},
  publisher = {IEEE},
  year = {2015},
  pages = {281--287}
}

@inproceedings{CaiKPBH_ASHRAE2015,
  author = {J. Cai and D. Kim and V. Putta and J. E. Braun and J. Hu},
  title = {A general multi-agent control framework for HVAC component coordination},
  booktitle = {Proc. 2015 ASHRAE Annual Conference},
  year = {2015}
}

@inproceedings{KimBCBH_ASHRAE2015,
  author = {D. Kim and J. E. Braun and E. E. Cliff and J. Borggaard and J. Hu},
  title = {Performance evaluation of an RTU coordination controller using a reduced-order CFD coupled model},
  booktitle = {2015 ASHRAE Annual Conference},
  year = {2015}
}

@inproceedings{PuttaKCHB_HPBC14b,
  author = {V. Putta and D. Kim and J. Cai and J. Hu and J. E. Braun},
  title = {Distributed Model Predictive Control for building HVAC systems: A case study},
  booktitle = {Proc. 3rd Int. High Performance Building Conf. at Purdue},
  year = {2014}
}

@inproceedings{PuttaKCHB_ACC13,
  author = {V. Putta and G. Zhu and D. Kim and J. Cai and J. Hu and J. E. Braun},
  title = {Comparative evaluation of model predictive control strategies for a building HVAC system},
  booktitle = {Proc. American Control Conf.},
  year = {2013},
  pages = {3455--3460}
}

@inproceedings{PuttaKCHB_IBO13,
  author = {V. Putta and D. Kim and J. Cai and J. Hu and J. E. Braun},
  title = {Model predictive controllers for the joint optimization of zone dynamics and equipment operation in multi-zone buildings: A case study},
  booktitle = {Proc. Intelligent Building Workshop},
  year = {2013}
}

@inproceedings{BowenDH_SMC12,
  author = {F. Bowen and E. Du and J. Hu},
  title = {New region feature descriptor-based image registration method},
  booktitle = {Proc. IEEE Int. Conf. Systems, Man, and Cybernetics (SMC'12)},
  year = {2012},
  pages = {2489--2494}
}

@inproceedings{PuttaZKHB_HPBC12,
  author = {V. Putta and G. Zhu and D. Kim and J. Hu and J. E. Braun},
  title = {A distributed approach to efficient model predictive control of building HVAC systems},
  booktitle = {Proc. 2nd Int. High Performance Buildings Conference},
  year = {2012}
}

@inproceedings{FuYH_ACC2012,
  author = {L. Fu and X. Yang and L. Wang and J. Hu},
  title = {D-optimal experimental design for calibration deterministic erros of DTG},
  booktitle = {Proc. American Control Conf.},
  year = {2012}
}

@inproceedings{BowenDH_EIT12,
  author = {F. Bowen and E. Du and J. Hu},
  title = {A novel graph-based invariant region descriptor for image matching},
  booktitle = {Proc. IEEE Int. Conf. Electro/Information Technology},
  year = {2012},
  pages = {1--6}
}

@inproceedings{BanvaitHC_IEVC12,
  author = {H. Banvait and J. Hu and Y. Chen},
  title = {Supervisory control of Plug-in Hybrid Electric Vehicle with hybrid dynamical system},
  booktitle = {Proc. 2012 IEEE Int. Electric Vehicle Conference (IEVC'12)},
  year = {2012},
  pages = {1--7}
}

@inproceedings{ZhangH_CDC07b,
  author = {W. Zhang and J. Hu},
  title = {Low power management for autonomous mobile robots using optimal control},
  booktitle = {Proc. IEEE Int. Conf. Decision and Control},
  year = {2007},
  pages = {5364--5369}
}

@inproceedings{ZhangH_CDC07c,
  author = {W. Zhang and J. Hu},
  title = {Optimal buffer management using hybrid systems},
  booktitle = {Proc. IEEE Int. Conf. Decision and Control},
  year = {2007},
  pages = {5276--5281}
}

@inproceedings{ZhangHL_ACC07,
  author = {W. Zhang and J. Hu and Y.-H. Lu},
  title = {Optimal power mode scheduling using hybrid systems},
  booktitle = {Proc. American Control Conference},
  year = {2007},
  pages = {2781--2786}
}

@inproceedings{DohahueZHHR_DMSAOB07,
  author = {M. M. Donahue and W. Zhang and M. L. Harrison and J. Hu and A. E. Rundell},
  title = {Employing optimization and sensitivity analyses tools to generate and analyze mathematical models of T cell signaling events},
  booktitle = {Proc. Data Mining, Systems Analysis and Optimization in Biomedicine},
  year = {2007},
  volume = {953},
  pages = {43--63}
}

@inproceedings{Hu_ACC06,
  author = {J. Hu},
  title = {Application of stochastic hybrid systems in power management of streaming data},
  booktitle = {Proc. American Control Conference},
  year = {2006},
  pages = {4754--4759}
}

@inproceedings{RidenourHL_ACC06,
  author = {J. Ridenour and J. Hu and Y.-H. L},
  title = {Low power buffer management using hybrid control},
  booktitle = {Proc. American Control Conference},
  year = {2006},
  pages = {2670--2675}
}

@inproceedings{HuL_CDC05,
  author = {J. Hu and Y.-H. Lu},
  title = {Buffer management for power reduction using hybrid control},
  booktitle = {Proc. IEEE Int. Conf. Decision and Control},
  year = {2005},
  pages = {6997--7002}
}

@inproceedings{HuWS_HSCC04,
  author = {J. Hu and W.-C. Wu and S. Sastry},
  title = {Modeling subtilin production in Bacillus subtilis using stochastic hybrid systems},
  booktitle = {Hybrid Systems: Computation and Control, 7th Int. Workshop (HSCC 2004)},
  publisher = {Springer-Verlag},
  year = {2004},
  volume = {2993},
  pages = {417-431}
}