Publications

116 / 2,863 publications found.


  •  Shah, S., Sun, H., Nikovski, D.N., Zhang, J., "Consensus-based Synchronization of Microgrids at Multiple Points of Interconnection", IEEE Power & Energy Society General Meeting, DOI: 10.1109/PESGM.2018.8586167, August 2018.
    BibTeX Download PDFAbout TR2018-112
    • @article{Shah2018aug,
    • author = {Shah, Shahil and Sun, Hongbo and Nikovski, Daniel N. and Zhang, Jinyun},
    • title = {Consensus-based Synchronization of Microgrids at Multiple Points of Interconnection},
    • journal = {IEEE Power & Energy Society General Meeting},
    • year = 2018,
    • month = aug,
    • doi = {10.1109/PESGM.2018.8586167},
    • url = {https://www.merl.com/publications/TR2018-112}
    • }
  •  Pan, Y., Farahmand, A.-M., White, M., Nabi, S., Grover, P., Nikovski, D.N., "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control", International Conference on Machine Learning (ICML), July 2018.
    BibTeX Download PDFAbout TR2018-101
    • @inproceedings{Pan2018jul,
    • author = {Pan, Yangchen and Farahmand, Amir-massoud and White, Martha and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
    • title = {Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-101}
    • }
  •  Raghunathan, A.U., Bergman, D., Hooker, J., Serra, T., Kobori, S., "The Integrated Last-Mile Transportation Problem (ILMTP)", International Conference on Automated Planning and Scheduling (ICAPS), June 2018.
    BibTeX Download PDFAbout TR2018-084
    • @inproceedings{Raghunathan2018jun,
    • author = {Raghunathan, Arvind and Bergman, David and Hooker, John and Serra, Thiago and Kobori, Shingo},
    • title = {The Integrated Last-Mile Transportation Problem (ILMTP)},
    • booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    • year = 2018,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2018-084}
    • }
  •  Deshmukh, A., Laftchiev, E., "Semi-Supervised Transfer Learning Using Marginal Predictors", IEEE Data Science Workshop, DOI: 10.1109/DSW.2018.8439908, June 6, 2018, pp. 160-164.
    BibTeX Download PDFAbout TR2018-040
    • @inproceedings{Deshmukh2018jun,
    • author = {Deshmukh, Aniket and Laftchiev, Emil},
    • title = {Semi-Supervised Transfer Learning Using Marginal Predictors},
    • booktitle = {IEEE Data Science Workshop},
    • year = 2018,
    • pages = {160--164},
    • month = jun,
    • doi = {10.1109/DSW.2018.8439908},
    • url = {https://www.merl.com/publications/TR2018-040}
    • }
  •  Keerthisinghe, C., Sun, H., Takaguchi, Y., Nikovski, D.N., Hashimoto, H., "Machine Learning Based State-Space Approximate Dynamic Programming Approach for Energy and Reserve Management of Power Plants", IEEE PES Innovative Smart Grid Technologies Asia (ISGT Asia), DOI: 10.1109/ISGT-Asia.2018.8467807, May 2018, pp. 669-674.
    BibTeX Download PDFAbout TR2018-064
    • @inproceedings{Keerthisinghe2018may,
    • author = {Keerthisinghe, Chanaka and Sun, Hongbo and Takaguchi, Yusuke and Nikovski, Daniel N. and Hashimoto, Hiroyuki},
    • title = {Machine Learning Based State-Space Approximate Dynamic Programming Approach for Energy and Reserve Management of Power Plants},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Asia (ISGT Asia)},
    • year = 2018,
    • pages = {669--674},
    • month = may,
    • doi = {10.1109/ISGT-Asia.2018.8467807},
    • url = {https://www.merl.com/publications/TR2018-064}
    • }
  •  Raghunathan, A.U., Biegler, L.T., "LDL^T Direction in interior point method for semidefinite programming", SIAM Journal on Optimization, DOI: 10.1137/16M1105888, Vol. 28, No. 1, pp. 693-734, March 2018.
    BibTeX Download PDFAbout TR2018-037
    • @article{Raghunathan2018mar,
    • author = {Raghunathan, Arvind and Biegler, Lorenz T.},
    • title = {LDL^T Direction in interior point method for semidefinite programming},
    • journal = {SIAM Journal on Optimization},
    • year = 2018,
    • volume = 28,
    • number = 1,
    • pages = {693--734},
    • month = mar,
    • doi = {10.1137/16M1105888},
    • url = {https://www.merl.com/publications/TR2018-037}
    • }
  •  Pan, Y., Farahmand, A.-M., White, M., Nabi, S., Grover, P., Nikovski, D.N., "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control," Tech. Rep. TR2018-028, arXiv, February 2018.
    BibTeX Download PDFAbout TR2018-028
    • @techreport{Pan2018feb,
    • author = {Pan, Yangchen and Farahmand, Amir-massoud and White, Martha and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
    • title = {Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control},
    • journal = {arXiv},
    • year = 2018,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2018-028}
    • }
  •  Raghunathan, A.U., Curtis, F.E., Takaguchi, Y., Hashimoto, H., Fast Market Clearing Algorithms, December 2017.
    BibTeX Download PDFAbout TR2017-196
    • @book{Raghunathan2017dec,
    • author = {Raghunathan, Arvind and Curtis, Frank E. and Takaguchi, Yusuke and Hashimoto, Hiroyuki},
    • title = {Fast Market Clearing Algorithms},
    • year = 2017,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2017-196}
    • }
  •  Sun, H., Takaguchi, Y., Nikovski, D.N., Hashimoto, H., "Three-Level Co-optimization Model for Generation Scheduling of Integrated Energy and Regulation Market", IEEE Conference on Innovative Smart Grid Technologies (ISGT), December 2017.
    BibTeX Download PDFAbout TR2017-158
    • @inproceedings{Sun2017dec,
    • author = {Sun, Hongbo and Takaguchi, Yusuke and Nikovski, Daniel N. and Hashimoto, Hiroyuki},
    • title = {Three-Level Co-optimization Model for Generation Scheduling of Integrated Energy and Regulation Market},
    • booktitle = {IEEE Conference on Innovative Smart Grid Technologies (ISGT)},
    • year = 2017,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2017-158}
    • }
  •  Pourazarm, S., Farahmand, A.-M., Nikovski, D.N., "Random Projection Filter Bank for Time Series Data", Advances in Neural Information Processing Systems (NIPS), December 2017.
    BibTeX Download PDFAbout TR2017-179
    • @inproceedings{Pourazarm2017dec,
    • author = {Pourazarm, Sepideh and Farahmand, Amir-massoud and Nikovski, Daniel N.},
    • title = {Random Projection Filter Bank for Time Series Data},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2017,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2017-179}
    • }
  •  Jha, D., Yerazunis, W.S., Nikovski, D.N., Farahmand, A.-M., "Learning to Regulate Rolling Ball Motion", IEEE Symposium on Computational Intelligence in Engineering Solutions, DOI: 10.1109/SSCI.2017.8285376, November 2017.
    BibTeX Download PDFAbout TR2017-176
    • @inproceedings{Jha2017nov,
    • author = {Jha, Devesh and Yerazunis, William S. and Nikovski, Daniel N. and Farahmand, Amir-massoud},
    • title = {Learning to Regulate Rolling Ball Motion},
    • booktitle = {IEEE Symposium on Computational Intelligence in Engineering Solutions},
    • year = 2017,
    • month = nov,
    • doi = {10.1109/SSCI.2017.8285376},
    • url = {https://www.merl.com/publications/TR2017-176}
    • }
  •  Zhu, Y., Imamura, M., Nikovski, D.N., Keogh, E., "Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining", International Conference on Data Mining, DOI: 10.1109/ICDM.2017.79, November 2017.
    BibTeX Download PDFAbout TR2017-168
    • @inproceedings{Zhu2017nov,
    • author = {Zhu, Yan and Imamura, Makoto and Nikovski, Daniel N. and Keogh, Eamonn},
    • title = {Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining},
    • booktitle = {International Conference on Data Mining},
    • year = 2017,
    • month = nov,
    • doi = {10.1109/ICDM.2017.79},
    • url = {https://www.merl.com/publications/TR2017-168}
    • }
  •  Ploskas, N., Laughman, C.R., Raghunathan, A.U., Sahinidis, N.V., "Optimization of circuitry arrangements for heat exchangers using derivative-free optimization", Chemical Engineering Research and Design, DOI: 10.1016/j.cherd.2017.05.015, October 2017.
    BibTeX Download PDFAbout TR2017-161
    • @article{Ploskas2017oct,
    • author = {Ploskas, Nikolaos and Laughman, Christopher R. and Raghunathan, Arvind and Sahinidis, Nikolaos V.},
    • title = {Optimization of circuitry arrangements for heat exchangers using derivative-free optimization},
    • journal = {Chemical Engineering Research and Design},
    • year = 2017,
    • month = oct,
    • doi = {10.1016/j.cherd.2017.05.015},
    • url = {https://www.merl.com/publications/TR2017-161}
    • }
  •  Pourazarm, S., Farahmand, A.-M., Nikovski, D.N., "Fault Detection and Prognosis of Time Series Data with Random Projection Filter Bank", Annual Conference of the Prognostics and Health Management Society (PHM), October 2017, vol. 8.
    BibTeX Download PDFAbout TR2017-142
    • @inproceedings{Pourazarm2017oct,
    • author = {Pourazarm, Sepideh and Farahmand, Amir-massoud and Nikovski, Daniel N.},
    • title = {Fault Detection and Prognosis of Time Series Data with Random Projection Filter Bank},
    • booktitle = {Annual Conference of the Prognostics and Health Management Society (PHM)},
    • year = 2017,
    • volume = 8,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2017-142}
    • }
  •  Laughman, C.R., Qiao, H., Bortoff, S.A., Burns, D.J., "Simulation and Optimization of Integrated Air-Conditioning and Ventilation Systems", International Building Performance Simulation Association Conference, August 2017.
    BibTeX Download PDFAbout TR2017-108
    • @inproceedings{Laughman2017aug,
    • author = {Laughman, Christopher R. and Qiao, Hongtao and Bortoff, Scott A. and Burns, Daniel J.},
    • title = {Simulation and Optimization of Integrated Air-Conditioning and Ventilation Systems},
    • booktitle = {International Building Performance Simulation Association Conference},
    • year = 2017,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2017-108}
    • }
  •  Shah, S., Sun, H., Nikovski, D.N., Zhang, J., "VSC Based Active Synchronizer for Generators", IEEE Transactions on Energy Conversion, DOI: 10.1109/TEC.2017.2728718, Vol. 33, No. 1, pp. 116-125, July 2017.
    BibTeX Download PDFAbout TR2017-138
    • @article{Shah2017jul,
    • author = {Shah, Shahil and Sun, Hongbo and Nikovski, Daniel N. and Zhang, Jinyun},
    • title = {VSC Based Active Synchronizer for Generators},
    • journal = {IEEE Transactions on Energy Conversion},
    • year = 2017,
    • volume = 33,
    • number = 1,
    • pages = {116--125},
    • month = jul,
    • doi = {10.1109/TEC.2017.2728718},
    • url = {https://www.merl.com/publications/TR2017-138}
    • }
  •  Wang, G., Sun, H., Nikovski, D.N., Zhang, J., "A Novel BESS-based Fast Synchronization Method for Power Grids", IEEE PES PowerTech, DOI: 10.1109/PTC.2017.7981044, June 2017.
    BibTeX Download PDFAbout TR2017-077
    • @inproceedings{Wang2017jun,
    • author = {Wang, Gang and Sun, Hongbo and Nikovski, Daniel N. and Zhang, Jinyun},
    • title = {A Novel BESS-based Fast Synchronization Method for Power Grids},
    • booktitle = {IEEE PES PowerTech},
    • year = 2017,
    • month = jun,
    • doi = {10.1109/PTC.2017.7981044},
    • url = {https://www.merl.com/publications/TR2017-077}
    • }
  •  Ramalingam, S., Raghunathan, A.U., Nikovski, D.N., "Submodular Function Maximization for Group Elevator Scheduling", International Conference on Automated Planning and Scheduling (ICAPS), June 2017.
    BibTeX Download PDFAbout TR2017-079
    • @inproceedings{Ramalingam2017jun,
    • author = {Ramalingam, Srikumar and Raghunathan, Arvind and Nikovski, Daniel N.},
    • title = {Submodular Function Maximization for Group Elevator Scheduling},
    • booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    • year = 2017,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2017-079}
    • }
  •  Farahmand, A.-M., Nabi, S., Nikovski, D.N., "Deep Reinforcement Learning for Partial Differential Equation Control", American Control Conference (ACC), DOI: 10.23919/ACC.2017.7963427, May 2017.
    BibTeX Download PDFAbout TR2017-063
    • @inproceedings{Farahmand2017may,
    • author = {Farahmand, Amir-massoud and Nabi, Saleh and Nikovski, Daniel N.},
    • title = {Deep Reinforcement Learning for Partial Differential Equation Control},
    • booktitle = {American Control Conference (ACC)},
    • year = 2017,
    • month = may,
    • doi = {10.23919/ACC.2017.7963427},
    • url = {https://www.merl.com/publications/TR2017-063}
    • }
  •  Kumar, A., Raghunathan, A.U., Vaidya, U., "Transfer Operator-Based Approach for Optimal Stabilization of Stochastic Systems", American Control Conference (ACC), DOI: 10.23919/ACC.2017.7963207, May 2017.
    BibTeX Download PDFAbout TR2017-061
    • @inproceedings{Kumar2017may,
    • author = {Kumar, Apurba and Raghunathan, Arvind and Vaidya, Umesh},
    • title = {Transfer Operator-Based Approach for Optimal Stabilization of Stochastic Systems},
    • booktitle = {American Control Conference (ACC)},
    • year = 2017,
    • month = may,
    • doi = {10.23919/ACC.2017.7963207},
    • url = {https://www.merl.com/publications/TR2017-061}
    • }