Publications

125 / 3,144 publications found.


  •  Farahmand, A.-M., Benosman, M., "Towards Stability in Learning-based Control: A Bayesian Optimization-based Adaptive Controller", The Multi-disciplinary Conference on Reinforcement Learning and Decision Making, June 2017.
    BibTeX TR2017-075 PDF
    • @inproceedings{Farahmand2017jun,
    • author = {Farahmand, Amir-massoud and Benosman, Mouhacine},
    • title = {Towards Stability in Learning-based Control: A Bayesian Optimization-based Adaptive Controller},
    • booktitle = {The Multi-disciplinary Conference on Reinforcement Learning and Decision Making},
    • year = 2017,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2017-075}
    • }
  •  Benosman, M., Borggaard, J., Kramer, B., "Robust POD Model Stabilization for the 3D Boussinesq Equations Based on Lyapunov Theory and Extremum Seeking", American Control Conference (ACC), DOI: 10.23919/​ACC.2017.7963218, May 2017.
    BibTeX TR2017-062 PDF
    • @inproceedings{Benosman2017may,
    • author = {Benosman, Mouhacine and Borggaard, Jeff and Kramer, Boris},
    • title = {Robust POD Model Stabilization for the 3D Boussinesq Equations Based on Lyapunov Theory and Extremum Seeking},
    • booktitle = {American Control Conference (ACC)},
    • year = 2017,
    • month = may,
    • doi = {10.23919/ACC.2017.7963218},
    • url = {https://www.merl.com/publications/TR2017-062}
    • }
  •  Benosman, M., "A Neuro-Adaptive Architecture for Extremum Seeking Control Using Hybrid Learning Dynamics", American Control Conference (ACC), April 2017.
    BibTeX TR2017-050 PDF
    • @inproceedings{Benosman2017apr,
    • author = {Benosman, Mouhacine},
    • title = {A Neuro-Adaptive Architecture for Extremum Seeking Control Using Hybrid Learning Dynamics},
    • booktitle = {American Control Conference (ACC)},
    • year = 2017,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2017-050}
    • }
  •  Berntorp, K., Di Cairano, S., "Process-Noise Adaptive Particle Filtering with Dependent Process and Measurement Noise", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2016.7799103, December 2016, pp. 5434-5439.
    BibTeX TR2016-148 PDF
    • @inproceedings{Berntorp2016dec,
    • author = {Berntorp, Karl and Di Cairano, Stefano},
    • title = {Process-Noise Adaptive Particle Filtering with Dependent Process and Measurement Noise},
    • booktitle = {IEEE Annual Conference on Decision and Control (CDC)},
    • year = 2016,
    • pages = {5434--5439},
    • month = dec,
    • doi = {10.1109/CDC.2016.7799103},
    • url = {https://www.merl.com/publications/TR2016-148}
    • }
  •  Benosman, M., Wei, C., "Extremum Seeking-based Parameter Identification for State-of-Power Prediction of Lithium-ion Batteries", IEEE International Conference on Renewable Energy Research and Applications (ICRERA), DOI: 10.1109/​ICRERA.2016.7884376, November 2016, pp. 67-72.
    BibTeX TR2016-143 PDF
    • @inproceedings{Benosman2016nov,
    • author = {Benosman, Mouhacine and Wei, Chun},
    • title = {Extremum Seeking-based Parameter Identification for State-of-Power Prediction of Lithium-ion Batteries},
    • booktitle = {IEEE International Conference on Renewable Energy Research and Applications (ICRERA)},
    • year = 2016,
    • pages = {67--72},
    • month = nov,
    • doi = {10.1109/ICRERA.2016.7884376},
    • url = {https://www.merl.com/publications/TR2016-143}
    • }
  •  Qiao, H., Laughman, C.R., "Modeling of Finned-Tube Heat Exchangers: A Novel Approach to the Analysis of Heat and Mass Transfer under Cooling and Dehumidifying Conditions", International Refrigeration and Air conditioning Conference at Purdue, July 2016.
    BibTeX TR2016-130 PDF
    • @inproceedings{Hongtao2016jul,
    • author = {Qiao, Hongtao and Laughman, Christopher R.},
    • title = {Modeling of Finned-Tube Heat Exchangers: A Novel Approach to the Analysis of Heat and Mass Transfer under Cooling and Dehumidifying Conditions},
    • booktitle = {International Refrigeration and Air conditioning Conference at Purdue},
    • year = 2016,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2016-130}
    • }
  •  Benosman, M., Boufounos, P.T., Grover, P., Kramer, B., "Learning-based Reduced Order Model Stabilization for Partial Differential Equations: Application to the Coupled Burgers' Equation", American Control Conference (ACC), DOI: 10.1109/​ACC.2016.7525157, July 2016, pp. 1673-1678.
    BibTeX TR2016-056 PDF
    • @inproceedings{Benosman2016jul2,
    • author = {Benosman, Mouhacine and Boufounos, Petros T. and Grover, Piyush and Kramer, Boris},
    • title = {Learning-based Reduced Order Model Stabilization for Partial Differential Equations: Application to the Coupled Burgers' Equation},
    • booktitle = {American Control Conference (ACC)},
    • year = 2016,
    • pages = {1673--1678},
    • month = jul,
    • doi = {10.1109/ACC.2016.7525157},
    • url = {https://www.merl.com/publications/TR2016-056}
    • }
  •  Kim, T., Wang, Y., Sahinoglu, Z., Wada, T., Hara, S., Qiao, W., "Model-Based Condition Monitoring for Lithium-Ion Batteries", Journal of Power Sources, DOI: 10.1016/​j.jpowsour.2015.03.184, Vol. 295, pp. 16-27, November 2015.
    BibTeX TR2015-055 PDF
    • @article{Kim2015nov,
    • author = {Kim, T. and Wang, Y. and Sahinoglu, Z. and Wada, T. and Hara, S. and Qiao, W.},
    • title = {Model-Based Condition Monitoring for Lithium-Ion Batteries},
    • journal = {Journal of Power Sources},
    • year = 2015,
    • volume = 295,
    • pages = {16--27},
    • month = nov,
    • doi = {10.1016/j.jpowsour.2015.03.184},
    • url = {https://www.merl.com/publications/TR2015-055}
    • }
  •  Jiang, Y., Wang, Y., Bortoff, S.A., Jiang, Z.-P., "An Iterative Approach to the Optimal Co-Design of Linear Control Systems", International Journal of Control, DOI: 10.1080/​00207179.2015.1091510, Vol. 89, No. 4, pp. 680-690, October 2015.
    BibTeX TR2015-117 PDF
    • @article{Jiang2015oct,
    • author = {Jiang, Y. and Wang, Y. and Bortoff, S.A. and Jiang, Z.-P.},
    • title = {An Iterative Approach to the Optimal Co-Design of Linear Control Systems},
    • booktitle = {International Journal of Control},
    • journal = {International Journal of Control},
    • year = 2015,
    • volume = 89,
    • number = 4,
    • pages = {680--690},
    • month = oct,
    • doi = {10.1080/00207179.2015.1091510},
    • url = {https://www.merl.com/publications/TR2015-117}
    • }
  •  Di Cairano, S., Goldsmith, A.M., Bortoff, S.A., "MPC and Spatial Governor for Multistage Precision Manufacturing Machines", IFAC Conference on Nonlinear Model Predictive Control Conference (NMPC), DOI: 10.1016/​j.ifacol.2015.11.311, September 2015, vol. 48, pp. 398-403.
    BibTeX TR2015-107 PDF
    • @inproceedings{DiCairano2015sep,
    • author = {{Di Cairano}, S. and Goldsmith, A.M. and Bortoff, S.A.},
    • title = {MPC and Spatial Governor for Multistage Precision Manufacturing Machines},
    • booktitle = {IFAC Conference on Nonlinear Model Predictive Control Conference (NMPC)},
    • year = 2015,
    • volume = 48,
    • number = 23,
    • pages = {398--403},
    • month = sep,
    • doi = {10.1016/j.ifacol.2015.11.311},
    • url = {https://www.merl.com/publications/TR2015-107}
    • }
  •  Zhang, J., Wang, Y., Bortoff, S.A., Satake, A., Furutani, S., Deng, X., "Integrated Design of Speed Sensorless Control Algorithms for Induction Motors", Chinese Control Conference (CCC), DOI: 10.1109/​ChiCC.2015.7261011, July 2015, pp. 8678-8684.
    BibTeX TR2015-093 PDF
    • @inproceedings{Zhang2015jul,
    • author = {Zhang, J. and Wang, Y. and Bortoff, S.A. and Satake, A. and Furutani, S. and Deng, X.},
    • title = {Integrated Design of Speed Sensorless Control Algorithms for Induction Motors},
    • booktitle = {Chinese Control Conference (CCC)},
    • year = 2015,
    • pages = {8678--8684},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ChiCC.2015.7261011},
    • url = {https://www.merl.com/publications/TR2015-093}
    • }
  •  Cheng, Y., Haghighat, S., Di Cairano, S., "Robust Dual Control MPC with Application to Soft-Landing Control", American Control Conference (ACC), DOI: 10.1109/​ACC.2015.7171932, July 2015, pp. 3862-3867.
    BibTeX TR2015-064 PDF
    • @inproceedings{Cheng2015jul,
    • author = {Cheng, Y. and Haghighat, S. and {Di Cairano}, S.},
    • title = {Robust Dual Control MPC with Application to Soft-Landing Control},
    • booktitle = {American Control Conference (ACC)},
    • year = 2015,
    • pages = {3862--3867},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ACC.2015.7171932},
    • issn = {0743-1619},
    • isbn = {978-1-4799-8685-9},
    • url = {https://www.merl.com/publications/TR2015-064}
    • }
  •  Di Cairano, S., "Model Adjustable Predictive Control with Stability Guarantees", American Control Conference (ACC), DOI: 10.1109/​ACC.2015.7170740, July 2015, pp. 226-231.
    BibTeX TR2015-059 PDF
    • @inproceedings{DiCairano2015jul,
    • author = {{Di Cairano}, S.},
    • title = {Model Adjustable Predictive Control with Stability Guarantees},
    • booktitle = {American Control Conference (ACC)},
    • year = 2015,
    • pages = {226--231},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ACC.2015.7170740},
    • issn = {0743-1619},
    • isbn = {978-1-4799-8685-9},
    • url = {https://www.merl.com/publications/TR2015-059}
    • }
  •  Tang, S., Wang, Y., Sahinoglu, Z., Wada, T., Hara, S., Krstic, M., "State-of-Charge Estimation of Lithium-Ion Batteries via a Coupled Thermal-Electrochemical Model", American Control Conference (ACC), DOI: 10.1109/​ACC.2015.7172260, July 2015, pp. 5871-5877.
    BibTeX TR2015-065 PDF
    • @inproceedings{Tang2015jul,
    • author = {Tang, S. and Wang, Y. and Sahinoglu, Z. and Wada, T. and Hara, S. and Krstic, M.},
    • title = {State-of-Charge Estimation of Lithium-Ion Batteries via a Coupled Thermal-Electrochemical Model},
    • booktitle = {American Control Conference (ACC)},
    • year = 2015,
    • pages = {5871--5877},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ACC.2015.7172260},
    • isbn = {978-1-4799-8685-9},
    • url = {https://www.merl.com/publications/TR2015-065}
    • }
  •  Wada, T., Takegami, T., Wang, Y., "Sequential Estimation of State of Charge and Equivalent Circuit Parameters for Lithium-Ion Batteries", American Control Conference (ACC), DOI: 10.1109/​ACC.2015.7171106, July 2015, pp. 2494-2498.
    BibTeX TR2015-058 PDF
    • @inproceedings{Wada2015jul,
    • author = {Wada, T. and Takegami, T. and Wang, Y.},
    • title = {Sequential Estimation of State of Charge and Equivalent Circuit Parameters for Lithium-Ion Batteries},
    • booktitle = {American Control Conference (ACC)},
    • year = 2015,
    • pages = {2494--2498},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ACC.2015.7171106},
    • isbn = {978-1-4799-8685-9},
    • url = {https://www.merl.com/publications/TR2015-058}
    • }
  •  Wang, Y.-S., Wang, Y., "A Gradient-Based Approach for Optimal Plant Controller Co-Design", American Control Conference (ACC), DOI: 10.1109/​ACC.2015.7171833, July 2015, pp. 3249-3254.
    BibTeX TR2015-061 PDF
    • @inproceedings{Wang2015jul,
    • author = {Wang, Y.-S. and Wang, Y.},
    • title = {A Gradient-Based Approach for Optimal Plant Controller Co-Design},
    • booktitle = {American Control Conference (ACC)},
    • year = 2015,
    • pages = {3249--3254},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ACC.2015.7171833},
    • isbn = {978-1-4799-8685-9},
    • url = {https://www.merl.com/publications/TR2015-061}
    • }
  •  Wada, T., Takegami, T., Wang, Y., Sahinoglu, Z., "Capacity Estimation for Lithium-Ion Batteries Using Adaptive Filter on Affine Space", Asian Control Conference (ASCC), DOI: 10.1109/​ASCC.2015.7244497, May 2015, pp. 1-6.
    BibTeX TR2015-071 PDF
    • @inproceedings{Wada2015may,
    • author = {Wada, Toshihiro and Takegami, Tomoki and Wang, Yebin and Sahinoglu, Zafer},
    • title = {Capacity Estimation for Lithium-Ion Batteries Using Adaptive Filter on Affine Space},
    • booktitle = {Asian Control Conference (ASCC)},
    • year = 2015,
    • pages = {1--6},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ASCC.2015.7244497},
    • url = {https://www.merl.com/publications/TR2015-071}
    • }
  •  Wang, Y., Wu, J., Long, C., Zhou, M., "Economical Manufacturing from Optimal Control Perspective: Simplification, Methods and Analysis", IFAC Symposium on Information Control in Manufacturing (INCOM), DOI: 10.1016/​j.ifacol.2015.06.086, May 2015, vol. 48, pp. 231-237.
    BibTeX TR2015-054 PDF
    • @inproceedings{Wang2015may,
    • author = {Wang, Y. and Wu, J. and Long, C. and Zhou, M.},
    • title = {Economical Manufacturing from Optimal Control Perspective: Simplification, Methods and Analysis},
    • booktitle = {IFAC Symposium on Information Control in Manufacturing (INCOM)},
    • year = 2015,
    • volume = 48,
    • number = 3,
    • pages = {231--237},
    • month = may,
    • doi = {10.1016/j.ifacol.2015.06.086},
    • url = {https://www.merl.com/publications/TR2015-054}
    • }
  •  Kim, T., Wang, Y., Sahinoglu, Z., Wada, T., Hara, S., Qiao, W., "A Rayleigh Quotient-Based Recursive Total-Least-Square Online Maximum Capacity Estimation for Lithium-Ion Batteries", IEEE Transactions on Energy Conversion, DOI: 10.1109/​TEC.2015.2424673, Vol. 30, No. 3, pp. 842-851, May 2015.
    BibTeX TR2015-040 PDF
    • @article{Kim2015may,
    • author = {Kim, T. and Wang, Y. and Sahinoglu, Z. and Wada, T. and Hara, S. and Qiao, W.},
    • title = {A Rayleigh Quotient-Based Recursive Total-Least-Square Online Maximum Capacity Estimation for Lithium-Ion Batteries},
    • journal = {IEEE Transactions on Energy Conversion},
    • year = 2015,
    • volume = 30,
    • number = 3,
    • pages = {842--851},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/TEC.2015.2424673},
    • issn = {0885-8969},
    • url = {https://www.merl.com/publications/TR2015-040}
    • }
  •  Jiang, Y., Wang, Y., Bortoff, S.A., Jiang, Z.-P., "Nonlinear Optimal Co-Design Based on A Modified Policy Iteration Method", IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/​TNNLS.2014.2382338, Vol. 26, No. 2, pp. 409-414, February 2015.
    BibTeX TR2014-130 PDF
    • @article{Jiang2015jan,
    • author = {Jiang, Y. and Wang, Y. and Bortoff, S.A. and Jiang, Z.-P.},
    • title = {Nonlinear Optimal Co-Design Based on A Modified Policy Iteration Method},
    • journal = {IEEE Transactions on Neural Networks and Learning Systems},
    • year = 2015,
    • volume = 26,
    • number = 2,
    • pages = {409--414},
    • month = jan,
    • publisher = {IEEE},
    • doi = {10.1109/TNNLS.2014.2382338},
    • issn = {2162-237X},
    • url = {https://www.merl.com/publications/TR2014-130}
    • }
  •  Benosman, M., "Multi-Parametric Extremum Seeking-Based Auto-Tuning for Robust Input-Output Linearization Control", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2014.7039800, December 2014, pp. 2685-2690.
    BibTeX TR2014-108 PDF
    • @inproceedings{Benosman2014dec,
    • author = {Benosman, M.},
    • title = {Multi-Parametric Extremum Seeking-Based Auto-Tuning for Robust Input-Output Linearization Control},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2014,
    • pages = {2685--2690},
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/CDC.2014.7039800},
    • isbn = {978-1-4799-7746-8},
    • url = {https://www.merl.com/publications/TR2014-108}
    • }
  •  Weiss, A., Di Cairano, S., "Robust Dual Control MPC with Guaranteed Constraint Satisfaction", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2014.7040443, December 2014, pp. 6713-6718.
    BibTeX TR2014-110 PDF
    • @inproceedings{Weiss2014dec,
    • author = {Weiss, A. and {Di Cairano}, S.},
    • title = {Robust Dual Control MPC with Guaranteed Constraint Satisfaction},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2014,
    • pages = {6713--6718},
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/CDC.2014.7040443},
    • issn = {0191-2216},
    • url = {https://www.merl.com/publications/TR2014-110}
    • }
  •  Zafeiropoulos, S., Di Cairano, S., "Governor-based Control for Rack-Wheel Coordination in Mechanically Decoupled Steering Systems", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2014.7040025, December 2014, pp. 4089-4094.
    BibTeX TR2014-107 PDF
    • @inproceedings{Zafeiropoulos2014dec,
    • author = {Zafeiropoulos, S. and {Di Cairano}, S.},
    • title = {Governor-based Control for Rack-Wheel Coordination in Mechanically Decoupled Steering Systems},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2014,
    • pages = {4089--4094},
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/CDC.2014.7040025},
    • isbn = {978-1-4799-7746-8},
    • url = {https://www.merl.com/publications/TR2014-107}
    • }
  •  Haghighat, S., Di Cairano, S., Konobrytskyi, D., Bortoff, S.A., "Coordinated Control of a Dual-Stage Positioning System Using Constrained Model Predictive Control", ASME Dynamic Systems and Control Conference, DOI: 10.1115/​DSCC2014-6114, October 2014, vol. 1.
    BibTeX TR2014-099 PDF
    • @inproceedings{Haghighat2014oct,
    • author = {Haghighat, S. and {Di Cairano}, S. and Konobrytskyi, D. and Bortoff, S.A.},
    • title = {Coordinated Control of a Dual-Stage Positioning System Using Constrained Model Predictive Control},
    • booktitle = {ASME Dynamic Systems and Control Conference},
    • institution = {Dynamic Systems and Control Division},
    • year = 2014,
    • volume = 1,
    • month = oct,
    • organization = {The American Society of Mechanical Engineers (ASME)},
    • doi = {10.1115/DSCC2014-6114},
    • isbn = {978-0-7918-4618-6},
    • url = {https://www.merl.com/publications/TR2014-099}
    • }
  •  Sun, H., Benosman, M., Nikovski, D., Zhang, J., Takano, T., Kojima, Y., Ohno, T., "Distributed Three-phase Reactive Power Control of Distributed Energy Resources in Distribution Systems", International Conference on Power System Technology (POWERCON), DOI: 10.1109/​POWERCON.2014.6993980, October 2014, pp. 2549-2556.
    BibTeX TR2014-098 PDF
    • @inproceedings{Sun2014oct,
    • author = {Sun, H. and Benosman, M. and Nikovski, D. and Zhang, J. and Takano, T. and Kojima, Y. and Ohno, T.},
    • title = {Distributed Three-phase Reactive Power Control of Distributed Energy Resources in Distribution Systems},
    • booktitle = {International Conference on Power System Technology (POWERCON)},
    • year = 2014,
    • pages = {2549--2556},
    • month = oct,
    • doi = {10.1109/POWERCON.2014.6993980},
    • url = {https://www.merl.com/publications/TR2014-098}
    • }