Publications

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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

 

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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

 

 

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