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Publications

Refereed Journal Publications

[J53] M. Khodayar, G Liu, J. Wang, O. Kaynak, M. E. Khodayar, “Spatiotemporal Behind-the-Meter Load and PV Power Forecasting via Deep Graph Dictionary Learning”, IEEE Transactions on Neural Networks and Learning Systems, in press.

[J52] S. S. Fazlhashemi, M. Sedighizadeh, M. E. Khodayar, “Day-ahead energy management and feeder reconfiguration for microgrids with CCHP and energy storage systems”, Journal of Energy Storage, vol. 29, June 2020.

[J51] M. Khodayar, G. Liu, J. Wang, M. E. Khodayar, “Deep learning in power systems research: A review” CSEE Journal of Power and Energy Systems, in press.

[J50] S. D. Manshadi, M. E. Khodayar, “Strategic behavior of in-motion wireless charging aggregators in the electricity and transportation networks,” IEEE Transactions on Vehicular Technology, Accepted.

[J49] J. Li, C. Liu, M. E. Khodayar, M. Wang, Z. Xu, B. Zhou, C. Li, “Distributed online var control for unbalanced distribution networks with photovoltaic generation,” IEEE Transactions on Smart Grid, Early Access.

[J48] S. Fazlhashemi, M. Sedighizadeh, M. E. Khodayar, “Day-ahead energy management and feeder reconfiguration for microgrids with CCHP and energy storage systems,” Journal of Energy Storage, vol. 29, June 2020.

[J47] Y. Zhang, J. Wang, M. E. Khodayar, “Graph-based faulted line identification using micro-PMU data in distribution systems”, IEEE Transactions on Smart Grid, vol. 11, no. 5, pp. 3982-3992, Sept. 2020.

[J46] J. Mi, M. E. Khodayar, “Operation of natural gas and electricity networks with line pack”, Journal and Modern Power Systems and Clean Energy, vol. 7, no. 5, pp. 1056-1070, Sept. 2019.

[J45] S. D. Manshadi, G. Liu, M. E. Khodayar, J. Wang, R. Dai, “A distributed convex relaxation approach to solve the power flow problem,” IEEE Systems Journal, vol. 14, no. 1, March 2020.

[J44] M. E. Khodayar, M. R. Feizi, A. Vafamehr, “Solar photovoltaic generation: benefits and operation challenges in distribution networks”, The Electricity Journal, vol. 32, no. 4, pp. 50-57, 2019.

[J43] S. D. Manshadi, L. Guangyi, M. E. Khodayar, J. Wang, R. Dai, “A convex relaxation approach for power flow problem,” Journal of Modern Power Systems and Clean Energy, 2019, https://doi.org/10.1007/s40565-019-0525-6

[J42] M. Khodayar, S. Mohammadi, M. E. Khodayar, J. Wang, G. Liu, “Convolutional Graph Autoencoder: A Generative Deep Neural Network for Probabilistic Spatio-temporal Solar Irradiance Forecasting,” IEEE Transactions on Sustainable Energy, vol. 11, no. 2, pp. 571-583, April 2020.

[J41] M. Cui, M. Khodayar, C. Chen, X. Wang, Y. Zhang, and M. E. Khodayar, “Deep Learning Based Time-Varying Parameter Identification for System-Wide Load Modeling,” IEEE Transactions on Smart Grid, vol. 10, no. 6, Nov. 2019.

[J40] M. H. Shams, M. Shahabi, M. E. Khodayar, “Risk-Averse optimal operation of multiple-energy carrier systems considering network constraints,” Electric Power Systems Research, vol. 164, pp. 1-10, Nov. 2018.

[J39] S. D. Manshadi, M. E. Khodayar, “Preventive reinforcement under uncertainty for islanded microgrids with electricity and natural gas networks,” Journal of Modern Power Systems and Clean Energy, vol. 6, pp. 1223-1233, 2018.

[J38] R. Xie, W. Wei, M. E. Khodayar, J. Wang, S. Mei, “Planning fully renewable powered charging stations on highways: a data-driven robust optimization approach,” IEEE Transactions on Transportation Electrification, vol. 4, no. 3, pp. 817-839, Sept. 2018.

[J37] M. H. Shams, M. Shahabi, M. E. Khodayar, “Stochastic day-ahead scheduling of multiple energy carrier microgrids with demand response,” Energy, vol. 155, pp. 326-338, Jul. 2018.

[J36] S. D. Manshadi, M. E. Khodayar, “Expansion of autonomous microgrids in active distribution networks,” IEEE Transactions on Smart Grid, vol. 9, no. 3, pp. 1878-1888, May. 2018.

[J35] S. D. Manshadi, M. E. Khodayar, “Coordinated operation of electricity and natural gas systems: a convex relaxation approach” IEEE Transactions on Smart Grid, vol. 10, no. 3, pp. 3342-3354, May 2019.

[J34] K. Abdelghany, H. Hashemi and M. Khodayar, “A decision support system for proactive-robust traffic network management,” IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 1, pp. 297-312, Mar. 2018.

[J33] S. D. Manshadi, M. E. Khodayar, “A tight convex relaxation for the natural gas operation problem,” IEEE Transactions on Smart Grid, vol. 9, no. 5, pp. 5467-5469 Sept. 2018.

[J32] A. Vafamehr and M. Khodayar, “Energy-aware cloud computing,” The Electricity Journal, vol. 31, no. 2, pp. 40-49, Mar. 2018.

[J31] I. Goroohi Sardou, M. Khodayar and M. Ameli, “Coordinated operation of natural gas and electricity networks with microgrid aggregators,” IEEE Transactions on Smart Grid, vol. 9, no. 1, pp. 199-210, Jan. 2018.

[J30] M. Khodayar, O. Kaynak and M. Khodayar, “Rough deep neural architecture for short-term wind speed forecasting,” IEEE Transactions on Industrial Informatics, vol. 13, no. 6, pp. 2770-2779, Dec. 2017

[J29] A. Vafamehr, M. E. Khodayar, Khaled Abdelghany, “Oligopolistic competition among cloud providers in electricity and data networks,” IEEE Transactions on Smart Grid, vol. 10, no. 2, pp. 1801-1812, March. 2019.

[J28] A. Vafamehr, M. E. Khodayar, S. D. Manshadi, I. Ahmad, J. Lin, “A framework for expansion planning of data centers in electricity and data networks under uncertainty,” IEEE Transactions on Smart Grid, vol. 10, no. 1, pp. 305-316, Jan. 2019.

[J27] S. D. Manshadi, M. E. Khodayar, “Risk-averse generation maintenance scheduling with microgrid aggregators,” IEEE Transactions on Smart Grid, vol. 9, no. 6, pp. 6470-6479 Nov. 2018.

[J26] M. E. Khodayar, “Rural electrification and expansion planning of off-grid microgrids,” The Electricity Journal, vol. 30, no. 4, pp. 68-74, May 2017.

[J25] S. D. Manshadi, M. E. Khodayar, A. Abdelghany, H. Uster, “Wireless charging of electric vehicles in electricity and transportation networks,” IEEE Transactions on Smart Grid, vol. 9, no. 5, pp. 4503-4512, Sept. 2018.

[J24] M. E. Khodayar, S. D. Manshadi, A. Vafamehr, “The short-term operation of microgrids in transactive energy architecture,” The Electricity Journal, vol. 29, no. 10, pp. 41-48, Dec. 2016.

[J23] I. Goroohi Sardou, M. E. Khodayar, K. Khaledian, M. Soleimani-damaneh, M. T. Ameli, “Energy and reserve market clearing with microgrid aggregators,” IEEE Transactions on Smart Grid, vol. 7, no. 6, pp. 2703-2712, Nov. 2016.

[J22] M. E. Khodayar, S. D. Manshadi, H. Wu, J. Lin, “Multiple period ramping processes in day-ahead electricity markets,” IEEE Transactions on Sustainable Energy, vol. 7, no. 4, pp. 1634-1645, Oct. 2016.

[J21] C. Zhang, Q. Wang, J. Wang, M. Korp ̊as, P. Pinson, J. Østergaard, M. E. Khodayar, “Trading strategies for distribution company with stochastic distributed energy resources,” Applied Energy, vol. 177, pp. 625-635, Sept. 2016.

[J20] S. D. Manshadi, M. E. Khodayar, “A hierarchical electricity market structure for the smart grid paradigm,” IEEE Transactions on Smart Grid, vol. 7, no. 4, pp. 1866-1875, Jul. 2016.

[J19] G. Haddadian, N. Khalili, M. Khodayar and M. Shahidehpour, “Optimal coordination of variable renewable resources and electric vehicles as distributed storage for energy sustainability,” Sustainable Energy, Grids and Networks, vol. 6, pp. 14-24, Jun. 2016.

[J18] G. Haddadian, M. E. Khodayar, M. Shahidehpour, “Accelerating the Global Adoption of Electric Vehicles: Barriers and Drivers,” The Electricity Journal, vol.28, no. 10, p. 53-68, Dec. 2015.

[J17] G. Haddidian, N. Khalili, M. E. Khodayar, M. Shahidehpour, “Security-Constrained power generation scheduling with thermal generating units, variable energy resources, and electric vehicle storage for V2G deployment,” International Journal of Electrical Power and Energy Systems, vol. 73, pp. 498-507, Dec. 2015.

[J16] M. E. Khodayar, H. Wu, “Demand forecasting in the smart grid paradigm: features and challenges,” The Electricity Journal, vol. 28, no. 6, pp. 51-62, Jul. 2015.

[J15] G. Haddidian, N. Khalili, M. E. Khodayar, M. Shahidehpour, “Optimal scheduling of distributed battery storage for enhancing the security and the economics of electric power systems with emission constraints,” Electric Power Systems Research, vol. 124, pp. 152-159, Jul. 2015.

[J14] S. D. Manshadi, M. E. Khodayar, “Resilient operation of multiple energy carrier microgrids,” IEEE Transactions on Smart Grid, vol. 6, no. 5, pp. 2283-2292, Feb. 2015.

[J13] M. E. Khodayar, M. Shahidehpour, “Optimal strategies for multiple participants in electricity markets,” IEEE Transactions on Power Systems, vol. 29, no. 2, pp. 986-987, Mar. 2014.

[J12] L. Che, M. E. Khodayar, and M. Shahidehpour, “Adaptive protection system for microgrids: protection practices of a functional microgrid system,” IEEE Electrification Magazine, vol. 2, no. 1, pp. 66-80, Mar. 2014.

[J11] L. Che, M. E. Khodayar, and M. Shahidehpour, “Only connect: Microgrids for distribution system restoration” IEEE Power & Energy Magazine, vol. 12, no. 1, pp 70-81, Jan. 2014.

[J10] M. Shahidehpour, M. E. Khodayar, “Cutting campus energy costs with hierarchical control: the economical and reliable operation of a microgrid,” IEEE Electrification Magazine, vol. 1, no. 1, pp. 40-56, Sept. 2013.

[J9] M. E. Khodayar, M. Shahidehpour, and L. Wu, “Enhancing the dispatchability of variable wind generation by coordination with pumped storage hydro units in stochastic power systems,” IEEE Transactions on Power Systems, vol. 28, no. 3, pp. 2808-2818, Aug. 2013.

[J8] H. Wu, M. Shahidehpour, M. E. Khodayar, “Hourly demand response in day-ahead scheduling considering generating unit ramping cost,” IEEE Transaction on Power Systems, vol. 28, no. 3, pp. 2446-2454, Aug. 2013.

[J7] M. E. Khodayar, L. V. Abreu, and M. Shahidehpour, “Transmission-constrained intrahour coordination of wind and pumped-storage hydro units,” IET Generation, Transmission and Distribution, vol. 7, no. 7, pp. 755-765, Jul. 2013.

[J6] M. E. Khodayar, and M. Shahidehpour, “Stochastic price-based coordination of intrahour wind energy and storage in a generation company,” IEEE Transactions on Sustainable Energy, vol. 4, no. 3, pp. 554-562, Jul. 2013.

[J5] M. E. Khodayar, L. Wu, and Z. Li, “Electric vehicle mobility in transmission-constrained hourly power generation scheduling,” IEEE Transactions on Smart Grid, vol. 4, no. 2, pp. 779-788, Jun. 2013.

[J4] M. E. Khodayar, M. Barati, and M. Shahidehpour, “Integration of high reliability distribution systems in microgrid operation,” IEEE Transactions on Smart Grid, vol. 3, no. 4, pp.1997-2006, Dec. 2012.

[J3] M. E. Khodayar, L. Wu, and M. Shahidehpour, “Hourly coordination of electric vehicle operation and volatile wind power generation in SCUC,” IEEE Transactions on Smart Grid, vol. 3, no. 3 pp. 1271-1279 Sept. 2012.

[J2] L. V. Abreu, M. E. Khodayar, and M. Shahidehpour, “Risk-constrained coordination of cascaded hydro units with variable wind power generation,” IEEE Transactions on Sustainable Energy, vol. 3, no. 3, pp. 359-368, Jul. 2012.

[J1] M. E. Khodayar, A. Rahimi-Kian, and M. Ehsan, “Generation expansion planning of stand-alone micro-power systems under uncertainty using advanced planning methodology,” Energy Exploration & Exploitation, Multi-Science, vol. 26, no. 4, pp. 221-239, Aug. 2008.

Refereed Conference Publications

[C14] M. R. Feizi, M. E. Khodayar, “Dispatchability Limits for PV Generation in Unbalanced Distribution Networks with EVs”, IEEE Power & Energy Society General Meeting, pp. 1-5, 2020.

[C13] Z. Wang, J. Wang, D. Shi, M. E. Khodayar, “A Factorial Hidden Markov Model for Energy Disaggregation based on Human Behavior Analysis,” in Proc. IEEE Power and Energy Society General Meeting, Portland, OR, Aug. 2018 (accepted)

[C12] A. Vafamehr, M. E. Khodayar, “Operation of Distribution Networks with Volatile Supply and Controllable Data Center Demand,” in Proc. IEEE Transmission and Distribution, Denver, CO, pp. 1-6, 2018

[C11] S. D. Manshadi, M. E. Khodayar, “Decentralized Operation Framework for Hybrid AC/DC Microgrids,” in Proc. North America Power Symposium, NAPS 2016, Denver, CO, pp. 1-6, Sep. 2016.

[C10] A. Vafamehr, M. E. Khodayar, “Expansion planning of data centers in energy and cyber networks,” in Proc. IEEE Power and Energy Society General Meeting, Boston, MA, Jul. 2016.

[C9] M. Shahidehpour, M. E. Khodayar, M. Barati, “Campus microgrid: high reliability for active distribution systems,” in Proc. IEEE Power and Energy Society General Meeting, San Diego, CA, Jul. 2012.

[C8] M. Shahidehpour, M. E. Khodayar, “Coordination of wind and pumped-storage hydro units for managing transmission security,” in Proc. IEEE Power and Energy Society General Meeting, San Diego, CA, Jul. 2012.

[C7] M. E. Khodayar, M. Ehsan, A. Rahimikian, S. Kamalinia, and E. Abbasi, “A robust decision making framework for GEP of grid connected micro-power systems,” in Proc. Large Engineering Systems Conference on Power Engineering (LESCOPE), Montreal, Canada, Oct. 2007.

[C6] M. E. Khodayar, S. Afsharnia, M. Ehsan, S. Kamalinia, and M. Sedighizadeh, “Generation expansion planning of stand-alone micro-power systems using MADM techniques,” in Proc. 42nd International Universities Power Engineering Conference (UPEC), Brighton, UK, Sept. 2007.

[C5] S. Kamalinia, M. E. Khodayar, S. Afsharnia, A. Rahimikian, and M. A. Sharbafi, “System optimal planning using multi attribute decision making and genetic algorithm based approach with distributed generation,” in Proc. GCC CIGRE’s Leading Electric Power Conference & Exhibition in Gulf Region, Dubai, UAE, 2007.

[C4] Y. Alinejad-Beromi, M. Sedighizadeh, M. R. Bayat, and M. E. Khodayar, “Using genetic algorithm for distributed generation allocation to reduce losses and improve voltage profile,” in Proc. 42nd International Universities Power Engineering Conference (UPEC), Brighton, UK, Sept. 2007.

[C3] S. Kamalinia, S. Afsharnia, M. E. Khodayar, A. Rahimikian, and M. A. Sharbafi, “A combination of MADM and genetic algorithm for optimal DG allocation in power systems,” in Proc. 42nd International Universities Power Engineering Conference (UPEC), Brighton, UK, Sept. 2007.

[C2] S. Kamalinia, S. Afsharnia, A. Rahimikian, M. E. Khodayar, Y. Alinejad-Beromi, and M. Sedighizadeh, “Electricity market regulations and tariffs impacts on distributed generation in Iran,” in Proc. 42nd International Universities Power Engineering Conference (UPEC), Brighton, UK, Sept. 2007.

[C1] M. Sanaye-Pasand, M. R. Dadashzadeh, and M. E. Khodayar, “Limitation of transmission line switching overvoltages using switchsync relays,” in Proc. International Conference on Power System Transients (IPST), Montreal, Canada, Jul. 2005.

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