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Journal Publications
1. Ahlstrom, M., E. Ela, J. Riesz, J. O’Sullivan, B.F. Hobbs, M. O’Malley, M. Milligan, P. Sotkiewicz, J. Caldwell , (2015) “The Evolution of the Market”, IEEE Power & Energy Magazine, nov./Dec. 2015, 60-66. DOI |
2. Anderson, C.L., J.B. Cardell, “Wind Power Uncertainty and Power System Performance” (2013) Engineering, Special Issue on Power and Electrical Engineering 5, Issue 10A, pp 41-51. DOI |
3. Archer,C., B. Colle, L.D. Monache, M. Dvorak, J. Lundquist, B. Bailey, P. Beaucage, M. Churchfield, A. Fitch, B. Kosovic, S. Lee, P. Moriarty, H. Simao, R.J.A.M. Stevens, D. Veron, J. Zack, “Meteorology for coastal/offshore wind energy in the US: Research needs for the next 10 years” (2014) , Bull. Amer. Meteor. Soc., 95, 515–519. DOI |
4. Bhagwat, P.C., L.J. deVries, B.F. Hobbs, (2016) “Expert survey on capacity markets in the US: Lessons for the EU”, Utilities Policy, 38, Feb. 2016, 1-17. DOI |
5. Bocanegra Evans, H., S. Gormulu, B. Aksak, L. Castillo, and J. Sheng (2016). “Holographic microscopy and microuidics platform for measuring wall stress and 3D flow over surfaces textured by micro-pillars.” Sci. Rep. DOI |
6. Bocanegra Evans, H., S. Gormulu, B. Aksak, L. Castillo, J. Sheng (2016). “Holographic microscopy and microuidics platform for measuring wall stress and 3D flow over surfaces textured by micro-pillars.” Sci. Rep. DOI |
7. Bossuyt, J., C. Meneveau, & J. Meyers, “Wind farm power fluctuations and spatial sampling of turbulent boundary layers” (2017), J. Fluid Mech. 823, 329-344. DOI |
8. Bossuyt, J., M.F. Howland, C. Meneveau & J. Meyers, “Measurement of unsteady loading and power output variability in a micro wind farm model in a wind tunnel” (2017), Exp. in Fluids 58, 1, DOI |
9. Bothwell, C., B. Hobbs (2017) “Crediting Renewables in Electricity Capacity Markets: The Effects of Alternative Definitions upon Market Efficiency”, Energy Journal 38 (KAPSARC Special Issue), 2017. https://www.caiso.com/Documents/BriefingonRegionalResourceAdequacyInitiative-MSCBothwellHobbs_WorkingPaper-June2016.pdf |
10. Bretheim, J.U., C. Meneveau & D.F. Gayme, “Standard logarithmic mean velocity distribution in a band-limited restricted nonlinear model of turbulent flow in a half-channel” (2015), Phys. Fluids 27, 011702. DOI |
11. Brijs, T., C. de Jonghe, B.F. Hobbs, R. Belmans, “Interactions between the design of short-term electricity markets in the CWE region and power system flexibility,” Applied Energy, 195, 1 June 2017, pp. 36–51, DOI |
12. Cardell, J., C.L. Anderson, “Flexible Wind Dispatch, System Reliability and EPA’s Clean Power Plan” IEEE PP:2408-2417 – DOI |
13. Castillo, A. and D. F. Gayme, “Evaluating the Effects of Real Power Losses in Optimal Power Flow Based Storage Integration”, (2017) IEEE Transactions on Control of Network Systems (published online) Early Access http://ieeexplore.ieee.org/document/7887710. Mar. 2017. DOI |
14. Castillo, A. and D.F. Gayme, “Energy Storage and the Grid Integration of Renewable Energy Sources: A Survey,” Energy Conversion and Management, v.87, 2014. DOI |
15. Ciri, U., M.A. Rotea, C. Santoni, S. Leonardi (2017) “Model-free control of wind farms: A comparative study between individual and coordinated extremum-seeking”. Renewable energy 113: 1033-1045. DOI |
16. Ciri, U., G Petrolo, MV Salvetti, S Leonardi (2017) “Large-Eddy Simulations of Two In-Line Turbines in a Wind Tunnel with Different Inflow Conditions”, Energies 10 (6), 821. DOI |
17. Ciri, U., M.A. Rotea, C. Santoni, S. Leonardi (2017) “Model-free control of wind farms: A comparative study between individual and coordinated extremum-seeking”. Renewable energy 113: 1033-1045. DOI |
18. Ciri, U., MA. Rotea, C. Santoni, S. Leonardi, (2017). “Large-Eddy Simulations with Extremum-Seeking Control for wind turbines array power optimization”. Wind Energ. 2017; 20:1617–1634. DOI |
19. De Jonghe, C., B. Hobbs, R. Belmans, “Value of price responsive load for wind integration in unit commitment”, (2014), IEEE Transactions on Power System 29, 675-685. DOI |
20. Debnath, M., C. Santoni, S. Leonardi, GV. Iungo, 2017 “Towards reduced order modelling for predicting the dynamics of coherent vorticity structures within wind turbine wakes”. Phil.Trans.R.Soc.A 375: 20160108. DOI |
21. Dharmarathne, S., H. Bocanegra, A. M., Hamed, B. Aksak, L.P. Chamorro, M. Tutkun, L. Castillo: “Large-scale Motions in the suction side of a wind turbine airfoil section” Under review at the Renewable Energy, (2017). |
22. Gutierrez, W., G. Araya, P. Kiliyanpilakkil, A. Ruiz-Columbie, M. Tutkun, L. Castillo (2016). “Structural impact assessment of low level jets over wind turbines”. Journal of Renewable and Sustainable Energy, 8(2). DOI |
23. Gutierrez, W., A. Ruiz-Columbie, M. Tutkun, L. Castillo, (2017, in review). ”Impacts of the Low-Level Jet’s Negative Wind Shear on the Wind Turbine.” Wind Energy Science Discussions, 2017, 1-22. DOI |
24. Gutierrez, W., G. Araya, P. Kiliyanpilakkil, A. Ruiz-Columbie, M. Tutkun, and L. Castillo (2016). “Structural impact assessment of low level jets over wind turbines”. Journal of Renewable and Sustainable Energy, 8(2). DOI |
25. Gutierrez, W., G. Araya, S. Basu, A. Ruiz-Columbie, L. Castillo (2014). “Toward Understanding Low Level Jet Climatology over West Texas and its Impact on Wind Energy.” 524. (012008). Physics: Conference Series, 524. DOI |
26. Ho, J., B.F. Hobbs, X. Qingyu, P. Donohoo, S. Kasina, S. Park, J. Ouyang, (2016) “What is the Benefit of Including Uncertainty in Transmission Planning?” A WECC Case Study, HICSS 2016, Kauai, Jan. 2016, http://conferences.computer.org/hicss/ 2016/content/papers/5670c364.pdf#page=1, DOI |
27. Hobbs, B.F., Q. Xu, J. Ho, P. Donohoo, S. Kasina, J. Ouyang, S.W. Park, J. Eto, and V. Satyal, (2016), “Adaptive Transmission Planning: Implementing a New Paradigm for Managing Economic Risks in Grid Expansion”, IEEE Power & Energy Magazine, Vol 14, issue:4 – PP 30-40, DOI |
28. Howland, M.F. , J. Bossuyt, LA. Martínez-Tossas, J. Meyers, C. Meneveau, (2016) “Wake structure in acutuator disk models of wind turbines in yaw under uniform inflow conditions”. Journal of Renewable and Sustainable Energy 8 (4), 043301; DOI |
29. Kazempour, J. and B.F. Hobbs, (2017) “Value of Flexible Resources, Virtual Bidding, and Self-Scheduling in Two-Settlement Electricity Markets With Wind Generation – Part I, Formulation” IEEE Transactions on Power Systems, Volume: PP, Issue: 99, DOI |
30. Kazempour, J.and B.F. Hobbs, (2017) “Value of Flexible Resources, Virtual Bidding, and Self-Scheduling in Two-Settlement Electricity Markets With Wind Generation – Part II,” IEEE Transactions on Power Systems, Volume: PP, Issue: 99, DOI |
31. Lignarolo, L.E.M., D. Mehta, R.J.A.M. Stevens, A.E. Yilmaz, G. van Kuik, S.J. Andersen, C. Meneveau, C.J. Simao Ferreira,D. Ragni, J. Meyers, G.J.W. van Bussel, J. Holierhoek, (2016), “Validation of four LES and a vortex model against stereo-PIV measurements in the near wake of an actuator disc and a wind turbine”, Renewable Energy 94, 510-523 (2016). DOI |
32. Maldonado, V., L. Castillo, A. Thormann, C. Meneveau (2015). “The Role of Free Stream Turbulence with Large Integral Scale on the Aerodynamic Performance of an Experimental Low Reynolds Number S809 Wind Turbine Blade”. Journal Wind Eng. Ind. Aerodyn, Vol 142, 246-257. DOI |
33. Martínez Tossas, L.A., R.J.A.M. Stevens, C. Meneveau, (2016) “Wind Farm Large-Eddy Simulations on Very Coarse Grid Resolutions using an Actuator Line Model”, 34th Wind Energy Symposium, AIAA SciTech, AIAA 2016-1261, 1-7 , DOI |
34. Martínez-Tossas, L.A., M. J. Churchfield and S. Leonardi (2015) “Large eddy simulations of the flow past wind turbines: actuator line and disk modeling”. Wind Energy, Vol. 18, pages 1047-1060 DOI |
35. Martinez-Tossas, L.A., M. Churchfield & C. Meneveau: “Optimal smoothing length scale for actuator line models of wind turbine blades based on Gaussian body force distribution” (2017), Wind Energy 20, 1083-1096, DOI |
36. Martinez-Tossas, L.A., MJ. Churchfield, C. Meneveau, (2015) “Large Eddy Simulation of wind turbine wakes: detailed comparisons of two codes focusing on effects of numerics and subgrid modeling”. Journal of Physics: Conference Series vol.625 (1), 012024, DOI |
37. Munoz, F.D., B.F. Hobbs, J. Ho, and S. Kasina: “An Engineering-Economic Approach to Transmission Planning Under Market and Regulatory Uncertainties: WECC Case Study” (2014), IEEE Transactions on Power Systems 29, 307-317. DOI |
38. Munters, W., C. Meneveau & J Meyers, “Shifted periodic boundary conditions for simulations of wall-bounded turbulent flows” (2016), Phys. Fluids 28, 025112, DOI |
39. Munters, W., C. Meneveau & J. Meyers, “Turbulent inflow precursor method with time-varying direction for large-eddy simulations and applications to wind farms” (2016), Bound. Layer Met. 159, 305-328, DOI |
40. Newman, A.J., R. Bayo Cal, L. Castillo (2015). “Blade number effects in a scaled down wind farm”. Renewable Energy -Vol 81. PP 472-481 – DOI |
41. Newman, J., D. Drew, L. Castillo, (2014). “Pseudo Spectral Analysis of the Energy Entrainment in a Scaled Down Wind Farm”. Journal of Renewable Energy. Vol. 70. pages 129-141. DOI |
42. Ozdemir, O., F. Munoz, J. Ho, B.F. Hobbs, (2016) “Economic Analysis of Transmission with Demand Response and Quadratic Losses by Successive LP”, IEEE Transactions on Power Systems, 31(2), 2016, 1096-1107. |
43. Perez, A.P., E.E. Sauma, F.D. Munoz, and B.F. Hobbs, (2016) “The Economic Effects of Interregional Trading of Renewable Energy Certificates in the U.S. WECC,” The Energy Journal, 37(4), 2016, 267-296. DOI |
44. Ruiz, C., A. Conejo, D. Fuller, S.A. Gabriel, and B.F. Hobbs, “A Tutorial Review of Complementarity Models for Decision Making in Energy Markets, EURO Journal on Decision Processes“, EURO J Decis Process (2014) 2:91–120 DOI |
45. Santiago, O., K. Shoele, A. Ruas, K. Doran, B. Caggiano, R Mittal, S. H. Kang, “Harvesting ambient wind energy with an inverted piezoelectric flag.” Applied Energy, Volume 194, 15 May 2017, Pages 212–222, https://doi.org/10.1016/j.apenergy.2017.03.016 |
46. Santoni, C., K. Carrasquillo, I. Arenas-Navarro, S. Leonardi, (2017). “Effect of tower and nacelle on the flow past a wind turbine.” Wind Energy, DOI: |
47. Sarlak, H., C. Meneveau & J.N. Sørensen, “Role of subgrid-scale modelling in large eddy simulation of wind turbine wake interactions” (2015), Renewable Energy 77, 386-399 |
48. Sarlak, H., T. Nishino, LA, Martínez-Tossas, C. Meneveau, JN. Sørensen, (2015), “Assessment of blockage effects on the wake characteristics and power of wind turbines”. Renewable Energy 93, 340-352, DOI |
49. Shapiro, C.R., J. Meyers, C. Meneveau, and D. F. Gayme, “Wind Farms Providing Secondary Frequency Regulation: Evaluating the Performance of Model-Based Receding Horizon Control”, Wind Energy Science Discussions, under review, DOI |
50. Shapiro, C.R., P. Bauweraerts, J. Meyers, C. Meneveau, D. F. Gayme, (2016) “Model-Based Receding Horizon Control of Wind Farms for Secondary Frequency Regulation”, Wind Energy 20, 1261-1275, DOI |
51. Shayesteh, E., B.F. Hobbs, L. Söder, and M. Amelin, (2017) “ATC-Based System Reduction for Planning Power Systems With Correlated Wind and Loads,” IEEE Transactions on Power Systems, in press, DOI |
52. Shi, R., S. Guikema, (2013) “Statistical Analysis for Identifying Driving Factors of State Renewable Electricity Capacity”, Energy Policy, (submitted, under review). |
53. Shiro, D.A., B.F. Hobbs, J. S. Pang, (2016) “Perfectly Competitive Capacity Expansion Games with Risk-Averse Participants,” Computational Optimization and Applications, PP1-29, DOI |
54. Spyrou, E., J. Ho, B.F. Hobbs, R. Johnson, J.D. McCalley, (2017) “What are the Benefits of Co-optimizing Transmission and Generation Investment? Eastern Interconnection Case Study,” IEEE Transactions on Power Systems, Vol. 32 issue 6 – DOI |
55. Staid, A., S.D. Guikema, (2012), “A risk framework for offshore wind farms in hazard-prone areas,” 1th International Probabilistic Safety Assessment and Management Conference and the Annual European Safety and Reliability Conference 2012, PSAM11 ESREL 2012. Vol. 7, p. 5278-5284 7 p. |
56. Staid, A., P. Pinson and S.D. Guikema, (2014) “Probabilistic maximum-value wind prediction for offshore environments,” Wind Energy, vol. 18, Issue 10, pages 1725-1738, DOI |
57. Staid, A., S. Guikema, R. Nateghi. S.M. Quiring, M. Gao. (2014). “Simulation of tropical cyclone impacts to the U.S. power system under climate change scenarios,” Climatic Change, Vol. 127, Iss 3-4, pp. 535-546. DOI |
58. Staid, A., S.D. Guikema, “Statistical Analysis of Installed Wind Capacity in the United States,” (2013), Energy Policy, Vol. 60, pp. 378-385. DOI |
59. Stevens, R.J.A.M. & C. Meneveau, “Large Eddy Simulation study of extended windfarms with large inter-turbine spacing” (2017), J. Renewable & Sustainable Energy (submitted). |
60. Stevens, R.J.A.M. (2016), “Dependence of optimal wind-turbine spacing on wind-farm length”, Wind Energy 19 (4), 651-663 (2016). DOI |
61. Stevens, R.J.A.M. and C. Meneveau, “Temporal structure of aggregate power fluctuations in large-eddy simulations of extended wind-farms” (2014), J. Sust. Renew. Energy 6, 043102 (2014) DOI |
62. Stevens, R.J.A.M., D.F. Gayme and C. Meneveau, “Coupled wake boundary layer model of wind- farms” (2014b), J. Sust. Renew. Energy, DOI |
63. Stevens, R.J.A.M., J. Graham and C. Meneveau, (2014) “A concurrent precursor method to simulate finite size wind farms in large eddy simulations”, Renewable Energy 68, 46-50. DOI |
64. Stevens, R.J.A.M., L.A. Martinez-Tossas, & C. Meneveau, “Comparison of wind farm large eddy simulations using actuator disk and actuator line models with wind tunnel experiments” (2017), Renewable Energy, Vol 116.2018, pages470-478, DOI |
65. Stevens, R.J.A.M., M. Wilczek and C. Meneveau, “Large-eddy simulation study of the logarithmic law for second and higher-order moments in turbulent wall-bounded flow” (2014d), J. Fluid Mech., Volume 757, 2014, pp. 888-907, DOI |
66. Stevens, R.J.A.M., (2016), “Dependence of optimal wind-turbine spacing on wind-farm length”, Wind Energy 19 (4), 651-663. DOI |
67. Stevens, R.J.A.M., B. Hobbs, A. Ramos, C. Meneveau, (2016) “Combining economic and fluid dynamic models to determine the optimal spacing in very large wind-farms”, Wind Energy 20, 465-477, DOI |
68. Stevens, R.J.A.M., C. Meneveau, (2017), “Flow Structure and Turbulence in Wind Farms”, Annual Review of Fluid Mechanics 49, 311-339, DOI |
69. Stevens, R.J.A.M., D.F. Gayme and C. Meneveau, “Effects of turbine spacing on the power output of extended wind-farms” (2014a), Wind Energy, Volume 19, 2016, pages 359-370. DOI |
70. Stevens, R.J.A.M., D.F. Gayme and C. Meneveau, “Large Eddy Simulation studies of the effects of alignment and wind farm length.” (2014b), J. Sust. Renew. Energy , 6, 023105. DOI |
71. Stevens, R.J.A.M., D.F. Gayme, C. Meneveau, (2016) “Generalized coupled wake boundary layer model: applications and comparisons with field and LES data for two real wind-farms”, Wind Energy (2016), we1966, DOI |
72. Van den Bergh, K., R. Broder Hytowitz, K. Bruninx, E. Delarue, W. D’haeseleer, B.F. Hobbs, (2015), “Benefits of coordinating sizing, allocation and activation of reserves among market zones”, Electric Power Systems Research, Electric Power Systems Research, 143, 140-148. DOI |
73. VerHulst, C. and C. Meneveau, (2014) “Large eddy simulation study of the kinetic energy entertainment by energetic turbulent flow structures in large wind farms” (2014) Physics of Fluids 26, 025113. DOI |
74. Wang B. and B.F. Hobbs, A flexible ramping product: Can it help real-time dispatch markets approach the stochastic dispatch ideal? (2014) Electric Power Systems Research 109, 128– 140. DOI |
75. Wang, B. and B.F. Hobbs, (2015) “Real-Time Markets for Flexiramp: A Stochastic Unit Commitment-based Analysis,” IEEE Transactions on Power Systems, Vol. 31, Issue 2, 846-860. DOI |
76. Wang, B., L. Zhao, Y. Sun, Y. Li , (2016), “A System dynamics analysis of incentive mechanisms for demand response programs in China”. EEMJ – January 2016 – Vol. 15/1, P 213-229. |
77. Wilczek, M., R. Stevens & C. Meneveau, (2015) “Spatio-temporal spectra in the logarithmic layer of wall turbulence: large-eddy simulations and simple models” J. Fluid Mech. Vol. 769, R1. DOI |
78. Wilczek, M., R.J.A.M. Stevens, C. Meneveau (2015). “Height-dependence of spatio-temporal spectra of wall-bounded turbulence – LES results and model predictions”. J. Turbulence 16, 937-949. DOI |
79. Wogrin, S., D. F. Gayme (2015), “Optimizing Storage Siting, Sizing and Technology Portfolios in Transmission-Constrained Networks”, IEEE Trans. on Power Systems, vol. 30, no. 6, pp. 3304 – 3313, November 2015 – DOI |
80. Xie, S., C.L. Archer, N. Ghaisas and C. Meneveau, “Benefits of collocating vertical-axis and horizontal-axis wind turbines in large wind farms” (2017), Wind Energy 20, 45-62, DOI |
81. Yang, D., C. Meneveau and L. Shen, “Effect of swells on offshore wind energy harvesting – a Large-Eddy Simulation study” (2014), Renewable Energy 70, 11-23. DOI |
82. Yang, D., C. Meneveau and L. Shen, “Large-Eddy Simulation of off-shore wind farm” (2014), Physics of Fluids 26, 025101. DOI |
Conference Papers Proceedings
1. Bossuyt, J., M. Howland, C. Meneveau, & J. Meyers. “Wind tunnel study of the power output spectrum in a micro wind farm”, Torque conference, Munich Germany 2016, and Journal of Physics: Conference Series 753 (2016) 072002, DOI |
2. Bossuyt, J., M.F. Howland, C. Meneveau & J. Meyers, “Measurement of unsteady loading and power output variability in a micro wind farm model in a wind tunnel” (2017), Exp. in Fluids 58.1, DOI |
3. Bretheim, J., F. Porte-Agel, D. Gayme, C. Meneveau (2015) “Dynamic Gaussian Wake Meandering in a Restricted Nonlinear Simulation Framework”, American Physical Society, Div. of Fluid Dynamics, Boston, MA, Nov. 23, 2015 |
4. Castillo, A., X. Jiang, D. F. Gayme (2014) “Lossy DC OPF for Optimizing Congested Grids with Renewable Energy and Storage.” Proc. of the 2014 American Control Conf. pp. 4342-4347, Portland OR, June 2014. DOI |
5. Churchfield, M., S. Schreck, L.A. Martinez-Tossas, C. Meneveau & P.R. Spalart (2017), “An Advanced Actuator Line Method for Wind Energy Applications and Beyond”, 35th Wind Energy Symposium, AIAA SciTech Forum, (AIAA 2017-1998), DOI |
6. Ciri, U., MA Rotea, S Leonardi (2017) “Nested extremum seeking control for wind farm power optimization”, American Control Conference (ACC), 2017, 25-30 DOI: 10.23919/ACC.2017.7962925 ACC conference, Seattle |
7. Gutierrez, W., G. Araya, S. Basu, A. Ruiz-Columbie and L. Castillo, “Toward Understanding Low Level Jet Climatology over West Texas and its Impact on Wind Energy” Journal of Physics: Conference Series 524 (2014) 012008. DOI |
8. Ho, J., B.F. Hobbs, X. Qingyu, P. Donohoo, S. Kasina, S. Park, J. Ouyang, (2016) “What is the Benefit of Including Uncertainty in Transmission Planning?” A WECC Case Study, HICSS 2016, Kauai, Jan. 2016, http://conferences.computer.org/hicss/ 2016/content/papers/5670c364.pdf#page=1, DOI DOI: 10.1109/HICSS.2016.295 |
9. Pol, S., Taylor A., Bilbao A., Doostalab A., Novoa S., Westergaard C., Hussain F., Sheng J., Ren B., Gissleman M., Glausser M., and Castillo L. “Field Measurements in the Wake of a Model Turbine” (2014): Journal of Physics: Conf. Series, Vol 524, Issue 1, p012175, DOI |
10. Shapiro, C.R., J. Meyers, C.Meneveau & D.F. Gayme, (2016) “Wind farms providing secondary frequency regulation: Evaluating the performance of model-based receding horizon control”, J. Phys. Conf. Ser. 753, Oct. 2016, 052012, DOI |
11. Stevens, R.J.A.M., D.F. Gayme, C. Meneveau (2015). “Using the coupled wake boundary layer model to evaluate the effect of turbulence on wind farm performance”. Wake Conference June 9-11, 2015. Visby, Sweden. Journal of Physics: Conference Series, vol. 625, pp. 012004, 2015 |
12. Wilczek, M., R.J.A.M. Stevens, Y. Narita, C. Meneveau, “A wavenumber-frequency spectral model for atmospheric boundary layers”, J. Phys.: Conf. Ser. 524, 012104 (2014) DOI |