NSF Grant Papers
Clustering Papers
- A. S. Nair, P. Ranganathan and N. Kaabouch, "A constrained topological decomposition
method for the next-generation smart grid," 2017 Second International Conference on
Electrical, Computer and Communication Technologies (ICECCT), Coimbatore, 2017, pp.
1-6.
doi: 10.1109/ICECCT.2017.8118053
https://ieeexplore.ieee.org/document/8118053 - A. S. Nair, T. Hossen, M. Campion and P. Ranganathan, "Optimal Operation of Residential
EVs using DNN and Clustering based Energy Forecast," 2018 North American Power Symposium
(NAPS), Fargo, ND, 2018, pp. 1-6.
doi: 10.1109/NAPS.2018.8600628
https://ieeexplore.ieee.org/document/8600628
Forecasting
- A. S. Nair, M. Campion, D. Hollingworth and P. Ranganathan, "Two-Stage Load Forecasting
for Residual Reduction and Economic Dispatch Using PJM Datasets," 2018 IEEE International
Conference on Electro/Information Technology (EIT), Rochester, MI, 2018, pp. 0691-0695.
doi: 10.1109/EIT.2018.8500149
https://ieeexplore.ieee.org/document/8500149 - R. A. Chinnathambi, M. Campion, A. S. Nair and P. Ranganathan, "Investigation of Price-Feature
Selection Algorithms for the Day-Ahead Electricity Markets," 2018 IEEE Electrical
Power and Energy Conference (EPEC), Toronto, ON, 2018, pp. 1-6.
doi: 10.1109/EPEC.2018.8598282
https://ieeexplore.ieee.org/document/8598282 - T. Hossen, A. S. Nair, R. A. Chinnathambi and P. Ranganathan, "Residential Load Forecasting
Using Deep Neural Networks (DNN)," 2018 North American Power Symposium (NAPS), Fargo,
ND, 2018, pp. 1-5.
doi: 10.1109/NAPS.2018.8600549
https://ieeexplore.ieee.org/document/8600549 - T. Hossen, A. S. Nair, S. Noghanian and P. Ranganathan, "Optimal Operation of Smart
Home Appliances using Deep Learning," 2018 North American Power
Symposium (NAPS), Fargo, ND, 2018, pp. 1-6.
doi: 10.1109/NAPS.2018.8600674
https://ieeexplore.ieee.org/document/8600674 - R. A. Chinnathambi, S. J. Plathottam, T. Hossen, A. S. Nair and P. Ranganathan, "Deep
Neural Networks (DNN) for Day-Ahead Electricity Price Markets," 2018 IEEE Electrical
Power and Energy Conference (EPEC), Toronto, ON, 2018, pp. 1-6.
doi: 10.1109/EPEC.2018.8598327
https://ieeexplore.ieee.org/document/8598327
Uncertainty Papers
- A. S. Nair, P. Ranganathan, H. Salehfar and N. Kaabouch, "Uncertainty quantification
of wind penetration and integration into smart grid: A survey," 2017 North American
Power Symposium (NAPS), Morgantown, WV, 2017, pp. 1-6.
doi: 10.1109/NAPS.2017.8107196
https://ieeexplore.ieee.org/document/8107196 - A. S. Nair, T. Hossen, M. Campion, D. F. Selvaraj, N. Goveas, N. Kaabouch, and P.
Ranganathan, “Multi-Agent Systems for Resource Allocation and Scheduling in a Smart
Grid,” Technology and Economics of Smart Grids and Sustainable Energy, vol. 3, no.
1, 2018.
doi:10.1007/s40866-018-0052-y
https://link.springer.com/article/10.1007/s40866-018-0052-y
Smart Grid Course – Student Papers
- D. Bissing, M. T. Klein, R. A. Chinnathambi, D. F. Selvaraj and P. Ranganathan, "A
Hybrid Regression Model for Day-Ahead Energy Price Forecasting," in IEEE Access, vol.
7, pp. 36833-36842, 2019.
doi: 10.1109/ACCESS.2019.2904432
https://ieeexplore.ieee.org/document/8665889 - K. Schmaltz, G. Gilje, A. S. Nair and P. Ranganathan, "An Object Oriented Graphical
User Interface (GUI) for Optimal Placement of Phasor Measurement Units," 2018 IEEE
International Conference on Electro/Information Technology (EIT), Rochester,
MI, 2018, pp. 0741-0746.
doi: 10.1109/EIT.2018.8500299
https://ieeexplore.ieee.org/document/8500299 - M. Spitzer, C. Eerdmans, A. S. Nair and P. Ranganathan, "Evaluation of PMU Placements
with SORI and ORC Indices for IEEE Test Feeders," 2018 IEEE International Conference
on Electro/Information Technology (EIT), Rochester, MI, 2018, pp. 0687-0690.
doi: 10.1109/EIT.2018.8500263
https://ieeexplore.ieee.org/document/8500263 - L. R. Peterson, A. S. Nair and P. Ranganathan, "Short-Term Forecast for Locational
Marginal Pricing (LMP) Data Sets," 2018 North American Power Symposium (NAPS), Fargo,
ND, 2018, pp. 1-5.
doi: 10.1109/NAPS.2018.8600581
https://ieeexplore.ieee.org/document/8600581 - R. Kedrowski, J. Nelson, A. S. Nair and P. Ranganathan, "Short-Term Seasonal Energy
Forecasting," 2018 IEEE International Conference on Electro/Information Technology
(EIT), Rochester, MI, 2018, pp. 0696-0700. doi: 10.1109/EIT.2018.8500215
https://ieeexplore.ieee.org/document/8500215