Texas Tech University

Renewable Energy Publications

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Mohammadpourfard, M., Khalili, A., Genc, I., & Konstantinou, C. (2021). Cyber-resilient smart cities: Detection of malicious attacks in smart grids. Sustainable Cities and Society, 75, 103116. View Publication
Mohammadpourfard, M., Weng, Y., Pechenizkiy, M., Tajdinian, M., & Mohammadi-Ivatloo, B. (2020). Ensuring cybersecurity of smart grid against data integrity attacks under concept drift. International Journal of Electrical Power & Energy Systems, 119, 105947. View Publication
Aygul, K., Mohammadpourfard, M., Kesici, M., Kucuktezcan, F., & Genc, I. (2024). Benchmark of machine learning algorithms on transient stability prediction in renewable rich power grids under cyber-attacks. Internet of Things, 25, 101012. View Publication
Tajdinian, M., Mohammadpourfard, M., Weng, Y., & Genc, I. (2023). Preserving microgrid sustainability through robust islanding detection scheme ensuring cyber-situational awareness. Sustainable Cities and Society, 96, 104592. View Publication
Kesici, M., Mohammadpourfard, M., Aygul, K., & Genc, I. (2023). Deep learning-based framework for real-time transient stability prediction under stealthy data integrity attacks. Electric Power Systems Research, 221, 109424. View Publication
Sayin, A., Mohammadpourfard, M., & Sandikkaya, M. T. (2023, May). Identifying Concept Drift with Supervised Algorithms in Smart Grids. In 2023 IEEE PES GTD International Conference and Exposition (GTD) (pp. 263-267). IEEE. View Publication
Moradzadeh, A., Mohammadpourfard, M., Konstantinou, C., Genc, I., Kim, T., & Mohammadi-Ivatloo, B. (2022). Electric load forecasting under False Data Injection Attacks using deep learning. Energy Reports, 8, 9933-9945. View Publication
Moradzadeh, A., Mohammadpourfard, M., Genc, I., Şeker, Ş. S., & Mohammadi-Ivatloo, B. (2022). Deep learning-based cyber resilient dynamic line rating forecasting. International Journal of Electrical Power & Energy Systems, 142, 108257. View Publication
Mohammadpourfard, M., Ghanaatpishe, F., Weng, Y., Genc, I., & Sandıkkaya, M. T. (2022, September). Real-time detection of cyber-attacks in modern power grids with uncertainty using deep learning. In 2022 International Conference on Smart Energy Systems and Technologies (SEST) (pp. 1-6). IEEE. View Publication
Mohammadpourfard, M., Weng, Y., Genc, I., & Kim, T. (2022, May). An accurate false data injection attack (FDIA) detection in renewable-rich power grids. In 2022 10th Workshop on Modelling and Simulation of Cyber-Physical Energy Systems (MSCPES) (pp. 1-5). IEEE. View Publication
Mohammadpourfard, M., Weng, Y., Khalili, A., Genc, I., Shefaei, A., & Mohammadi-Ivatloo, B. (2022). Cyber-physical attack conduction and detection in decentralized power systems. IEEE Access, 10, 29277-29286. View Publication
Saatloo, A. M., Moradzadeh, A., Moayyed, H., Mohammadpourfard, M., & Mohammadi-Ivatloo, B. (2021). Hierarchical extreme learning machine enabled dynamic line rating forecasting. IEEE Systems Journal, 16(3), 4664-4674. View Publication
Mohammadpourfard, M., Khalili, A., Genc, I., & Konstantinou, C. (2021). Cyber-resilient smart cities: Detection of malicious attacks in smart grids. Sustainable Cities and Society, 75, 103116. View Publication
Moayyed, H., Mohammadpourfard, M., Konstantinou, C., Moradzadeh, A., Mohammadi-Ivatloo, B., & Aguiar, A. P. (2021). Image processing based approach for false data injection attacks detection in power systems. IEEE Access, 10, 12412-12420 View Publication
Mohammadpourfard, M., Genc, I., Lakshminarayana, S., & Konstantinou, C. (2021, October). Attack detection and localization in smart grid with image-based deep learning. In 2021 IEEE international conference on communications, control, and computing technologies for smart grids (SmartGridComm) (pp. 121-126). IEEE. View Publication 
Shefaei, A., Mohammadpourfard, M., Mohammadi-Ivatloo, B., & Weng, Y. (2021). Revealing a new vulnerability of distributed state estimation: A data integrity attack and an unsupervised detection algorithm. IEEE Transactions on Control of Network Systems, 9(2), 706-718. View Publication 
Sedai, A., Dhakal, R., Gautam, S., Kumar Sedhain, B., Singh Thapa, B., Moussa, H., & Pol, S. (2023). Wind energy as a source of green hydrogen production in the USA. Clean Energy, 7(1), 8-22. View Publication 
Murshed M, Chamana M, Schmitt KEK, Pol S, Adeyanju O, Bayne S. Sizing PV and BESS for Grid-Connected Microgrid Resilience: A Data-Driven Hybrid Optimization Approach. Energies. 2023; 16(21):7300. View Publication
Mahdavi, M., Awaafo, A., Schmitt, K., & Chamana, M. (2023, April). An Efficient Formulation for Optimal Placement of Capacitor Banks in Distribution Feeders Connected to Time-Varying Loads. In 2023 IEEE Kansas Power and Energy Conference (KPEC) (pp. 1-5). IEEE. View Publication
Mahdavi, M., Awaafo, A., Schmitt, K., & Chamana, M. (2023, April). Load Profile Effect on Shunt Capacitor Placement in Radial Distribution Feeders. In 2023 IEEE Kansas Power and Energy Conference (KPEC) (pp. 1-5). IEEE. View Publication
Mahdavi, M., Awaafo, A., Djokic, S. Z., Schmitt, K., & Chamana, M. (2023, April). Coordinated Feeder Reconfiguration, Capacitor Placement and Allocation of Distributed Energy Resources for Loss Reduction Under Variable Loading Conditions. In 2023 IEEE Kansas Power and Energy Conference (KPEC) (pp. 1-6). IEEE. View Publication
Mahdavi, M., Jurado, F., Schmitt, K., Bayne, S., & Chamana, M. (2023, March). Wheat Agricultural Residences for Bioenergy Generation in Morocco. In 2023 IEEE IAS Global Conference on Renewable Energy and Hydrogen Technologies (GlobConHT) (pp. 1-6). IEEE. View Publication
Mahdavi, M., Jurado, F., Schmitt, K., & Ramos, R. A. V. (2023, March). Future Heat and Electricity Generation from Bertoni Plant in Morocco. In 2023 IEEE IAS Global Conference on Renewable Energy and Hydrogen Technologies (GlobConHT) (pp. 1-6). IEEE. View Publication
Mahdavi, M., Schmitt, K., Bayne, S., & Chamana, M. (2023, February). Robust System Reconfiguration in the Presence of Uncertain Loads and Renewable Generation. In 2023 IEEE Texas Power and Energy Conference (TPEC) (pp. 1-6). IEEE. View Publication
Mahdavi, M., Schmitt, K., Bayne, S., & Chamana, M. (2023, February). An Efficient Model for Optimal Allocation of Renewable Energy Sources in Distribution Networks with Variable Loads. In 2023 IEEE Texas Power and Energy Conference (TPEC) (pp. 1-6). IEEE. View Publication
Mahdavi, M., Jurado, F., Schmitt, K., Chamana, M., & Bayne, S. (2023, February). Role of Consumption Pattern in Optimal Allocation of Distributed Generators in Electric Power and Energy Systems. In 2023 IEEE Texas Power and Energy Conference (TPEC) (pp. 1-6). IEEE. View Publication
Gautam, S., Sedai, A., Dhakal, R., Sedhai, B. K., &Pol, S. (2023). CFD Analysis of gravity-fed drag-type in-pipe water turbine to determine the optimal deflector-to-turbine position. International Journal of Low-Carbon Technologies, 18, 55-68. View Publication
Sedai, A., Dhakal, R., Gautam, S., Dhamala, A., Bilbao, A., Wang, Q., ... & Pol, S. (2023). Performance Analysis of Statistical, Machine Learning and Deep Learning Models in Long-Term Forecasting of Solar Power Production. Forecasting, 5(1), 256-284. View Publication
Sedai, A., Dhakal, R., Gautam, S., Kumar Sedhain, B., Singh Thapa, B., Moussa, H., & Pol, S. (2023). Wind energy as a source of green hydrogen production in the USA. Clean Energy, 7(1), 8-22. View Publication
Murshed, M.; Chamana, M.; Schmitt, K.; Pol, S.; Adeyanju, O.; Bayne, S. Renewable Energy Integration for Power Outage Mitigation: A Data-Driven Approach in Advancing Grid Resilience Strategies. Preprints 2023, 2023082119. https://doi.org/10.20944/preprints202308.2119.v1 View Publication
Chamana, M., Bhatta, R., Schmitt, K., Shrestha, R., & Bayne, S. (2023). An Integrated Testbed for Power System Cyber-Physical Operations Training. Applied Sciences, 13(16), 9451. View Publication
Murshed, M., Chamana, M., Schmitt, K. E. K., Bhatta, R., Adeyanju, O., & Bayne, S. (2023). Design and Performance Analysis of a Grid-Connected Distributed Wind Turbine. Energies, 16(15), 5778. View Publication
Mahdavi, M., Schmitt, K. E. K., Chamana, M., & Bayne, S. (2023). Evaluation of Voltage Fluctuations Effect on Reconfiguration of Distribution Systems. IEEE Systems Journal. View Publication
Dhakal, R., Yosfovand, M., Prasai, S., Sedai, A., Pol, S., Parameswaran, S., & Moussa, H. (2022, October). Deep Learning Model with Probability Density Function and Feature Engineering for Short Term Wind Speed Prediction. In 2022 North American Power Symposium (NAPS) (pp. 1-6). IEEE. View Publication
Houchens, B. C., Marian, D. V., Pol, S., & Westergaard, C. H. (2022, May). High Wind Speed Performance of AeroMINE at Pilot-Scale. In Journal of Physics: Conference Series (Vol. 2265, No. 4, p. 042065). IOP Publishing. View Publication
Dhakal, R., Sedai, A., Pol, S., Parameswaran, S., Nejat, A., & Moussa, H. (2022). A Novel Hybrid Method for Short-Term Wind Speed Prediction Based on Wind Probability Distribution Function and Machine Learning Models. Applied Sciences, 12(18), 9038. View Publication
Castillo, R., & Pol, S. (2022). Wind tunnel studies of wind turbine yaw and speed control effects on the wake trajectory and thrust stabilization. Renewable Energy, 189, 726-733. View Publication
Pol, S., Gilbert, K. K., Sizer, P. S., & Ellis, R. (2021). U.S. Patent Application No. 16/645,181. View Publication
Krath, E. H., Houchens, B., Marian, D., Pol, S., & Westergaard, C. (2021). Multivariate Design and Optimization of AeroMINE Internal Turbine Blade. In AIAA Propulsion and Energy 2021 Forum (p. 3368). View Publication
Castillo, R., Bayne, S., Pol, S., & Westergaard, C. (2020). Wind turbine wake position detection and rotor speed-based wake steering validation in a wind tunnel wake simulator. Wind Engineering, 44(5), 483-493. View Publication
Abidi, Z., Goza, A., Pol, S., Westergaard, C., Marian, D., & Houchens, B. (2020). Characterizing Performance and Unsteady Flow Dynamics of AeroMINE Energy Harvesting Foils. In APS Division of Fluid Dynamics Meeting Abstracts (pp. W05-019). View Publication
Krath, E., Houchens, B., Marian, D., Pol, S., & Westergaard, C. (2020). Design and Optimization of an Internal Turbine to Interface with AeroMINE using the Proper Orthogonal Decomposition Method. In APS Division of Fluid Dynamics Meeting Abstracts (pp. G03-010). View Publication
Pol, S., Houchens, B. C., Marian, D., & Westergaard, C. (2020). Performance of AeroMINEs for Distributed Wind Energy. In AIAA Scitech 2020 Forum (p. 1241). View Publication
Esquivel-Puentes, H. A., Vacca, A., Chamorro, L. P., Garcia-Bravo, J., Bocanegra-Evans, H., Warsinger, D., ... & Castillo, L. (2019, November). Experimental comparison of HAWTs with hydrostatic and regular transmissions. In APS Division of Fluid Dynamics Meeting Abstracts (pp. C09-006). View Publication
Doosttalab, A., Siguenza, D., O'Donnell, J., Gutierrez, W., Pulletikurthi, V., Jin, Y., ... & Castillo, L. (2019, November). Positive effect of a synthetic low-level jet on the mean power and momentum transport of a wind-turbine array. In APS Division of Fluid Dynamics Meeting Abstracts (pp. L42-005). View Publication
Houchens, B. C., Marian, D. V., Pol, S., & Westergaard, C. H. (2019, July). A novel energy-conversion device for wind and hydrokinetic applications. In Fluids Engineering Division Summer Meeting (Vol. 59070, p. V004T04A013). American Society of Mechanical Engineers. View Publication
Gutierrez, W., Ruiz-Columbie, A., Tutkun, M., & Castillo, L. (2019). The structural response of a wind turbine under operating conditions with a low-level jet. Renewable and Sustainable Energy Reviews, 108, 380-391. View Publication
Houchens, B. C., Marian, D. V., Pol, S., & Westergaard, C. H. (2019). Performance of AeroMINEs for Distributed Wind Energy (No. SAND2019-14842C). Sandia National Lab.(SNL-CA), Livermore, CA (United States); Sandia National Lab.(SNL-NM), Albuquerque, NM (United States). View Publication
Houchens, B. C., Marian, D. V., Pol, S., & Westergaard, C. H. (2019). Flow Instabilities during High-performance Operation of a Wind Energy Harvester with No External Moving Parts (No. SAND2019-14415C). Sandia National Lab.(SNL-CA), Livermore, CA (United States); Sandia National Lab.(SNL-NM), Albuquerque, NM (United States). View Publication
Pereira, T. P., Pol, S., Ruiz-Columbie, A., & Westergaard, C. (2019). Development of a LIDAR array to study and classify wakes at the US Department of Energy (DOE)/Sandia National Laboratories Scaled Wind Farm Technology (SWiFT) facility. Wind Engineering, 43(1), 26-34. View Publication
Karimi, M., Ruiz-Colombie, A., Gutierrez, W., & Castillo, L. (2018). On the mechanism of low-level jets formation. Bulletin of the American Physical Society, 63. View Publication
Pol, S., & Naughton, B. T. (2018). Pentalum SpiDAR Deployment at the SWiFT Facility FY19 (No. SAND2018-13483). Sandia National Lab.(SNL-NM), Albuquerque, NM (United States). View Publication
Gutierrez, W., Ruiz-Columbie, A., Tutkun, M., and Castillo, L.: Impacts of the low-level jet's negative wind shear on the wind turbine, Wind Energ. Sci., 2, 533–545, https://doi.org/10.5194/wes-2-533-2017, 2017. View Publication
Pol, S., Wenner, A., & Castillo, L. (2017). Buoyancy jump at wind turbine wake interface. Renewable Energy, 114, 1224-1231. View Publication
Pol, S. U., & Fernando, H. J. (2017). Penetrative convection in slender containers. Environmental Fluid Mechanics, 17(4), 799-814. View Publication
Castillo, R., Wang, Y., Pol, S., Swift, A., & Westergaard, C. (2017). Real time controlled wind turbine wake simulator. In 35th wind energy symposium (p. 1616). View Publication
Castillo, R., Wang, Y., Pol, S., Swift, A., Hussain, F., & Westergaard, C. (2016, November). Wake flow control using a dynamically controlled wind turbine. In APS Division of Fluid Dynamics Meeting Abstracts (pp. H2-003). View Publication
Castillo, R., Wang, Y., Monk, T., Vasquez, S., Pol, S., Ren, B., ... & Westergaard, C. H. (2016, September). PIV measurements in a real time controlled model wind turbine wake simulator. In Journal of Physics: Conference Series (Vol. 753, No. 3, p. 032055). IOP Publishing. View Publication
Gutierrez, W., Araya, G., Kiliyanpilakkil, P., Ruiz-Columbie, A., Tutkun, M., & Castillo, L. (2016). Structural impact assessment of low level jets over wind turbines. Journal of renewable and sustainable energy, 8(2). View Publication
Moradzadeh, A., Mouhammadpourfard, M., Pol, S., Pal, A., Malik, M., Srivastava, A. (2025). Enhanced Dynamic Line Rating Forecasting Under Cyber-Attacks via Incremental Learning Frameworks. In 2025 IEEE Texas Power and Energy Conference, TPEC 2025. View Publication
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Renewable Energy