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Volumn 6, Issue 4, 2015, Pages 1574-1585

Endogenous Assessment of the Capacity Value of Solar PV in Generation Investment Planning Studies

Author keywords

Approximation techniques; capacity value; generation planning; installed reserve margin; solar

Indexed keywords

ENERGY CONSERVATION; RENEWABLE ENERGY RESOURCES;

EID: 84960310571     PISSN: 19493029     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSTE.2015.2456019     Document Type: Article
Times cited : (59)

References (70)
  • 1
    • 81855226045 scopus 로고    scopus 로고
    • A review of solar photovoltaic levelized cost of electricity
    • K. Branker, M. Pathak, and J. M. Pearce, "A review of solar photovoltaic levelized cost of electricity," Renew. Sustain. Energy Rev., vol. 15, no. 9, pp. 4470-4482, 2011.
    • (2011) Renew. Sustain. Energy Rev , vol.15 , Issue.9 , pp. 4470-4482
    • Branker, K.1    Pathak, M.2    Pearce, J.M.3
  • 2
    • 21744440780 scopus 로고    scopus 로고
    • Hedging carbon risk: Protecting customers and shareholders from the financial risk associated with carbon dioxide emissions
    • K. Bokenkamp, H. LaFlash, V. Singh, and D. Bachrach Wang, "Hedging carbon risk: Protecting customers and shareholders from the financial risk associated with carbon dioxide emissions," Elect. J., vol. 18, no. 6, pp. 11-24, 2005.
    • (2005) Elect. J , vol.18 , Issue.6 , pp. 11-24
    • Bokenkamp, K.1    LaFlash, H.2    Singh, V.3    Bachrach Wang, D.4
  • 3
    • 60049097632 scopus 로고    scopus 로고
    • Renewables portfolio standards in the United States
    • Berkeley, CA, USA, Tech. Rep. LBLN-154E
    • R. Wiser and G. Barbose, "Renewables portfolio standards in the United States," LBNL, Berkeley, CA, USA, Tech. Rep. LBLN-154E, 2008 [Online]. Available: http://eetd.lbl.gov/ea/ems/reports/lbnl-154e.pdf
    • (2008) LBNL
    • Wiser, R.1    Barbose, G.2
  • 4
    • 79957648103 scopus 로고    scopus 로고
    • Supporting solar power in renewables portfolio standards: Experience from the United States
    • R.Wiser, G. Barbose, and E. Holt, "Supporting solar power in renewables portfolio standards: Experience from the United States," Energy Policy, vol. 39, no. 7, pp. 3894-3905, 2011.
    • (2011) Energy Policy , vol.39 , Issue.7 , pp. 3894-3905
    • Wiser, R.1    Barbose, G.2    Holt, E.3
  • 5
    • 74949123752 scopus 로고    scopus 로고
    • Tracking the Sun VII: An historical summary of the installed cost of photovoltaics in the United States from 1998 to 2013
    • Berkeley, CA, USA, Tech. Rep. LBNL-6858e
    • G. Barbose, N. Darghouth, and S. Weaver, "Tracking the Sun VII: An historical summary of the installed cost of photovoltaics in the United States from 1998 to 2013," LBNL, Berkeley, CA, USA, Tech. Rep. LBNL-6858e, 2014 [Online]. Available: http://emp.lbl.gov/sites/all/files/LBNL-6808e-0.pdf
    • (2014) LBNL
    • Barbose, G.1    Darghouth, N.2    Weaver, S.3
  • 6
    • 84875797891 scopus 로고    scopus 로고
    • Photovoltaic system pricing trends: Historical, recent, and near-Term projections 2014 edition
    • Golden, CO, USA, Tech. Rep. NREL/PR-6A20-62558
    • D. Feldman et al., "Photovoltaic system pricing trends: Historical, recent, and near-Term projections 2014 edition," NREL, Golden, CO, USA, Tech. Rep. NREL/PR-6A20-62558, 2014 [Online]. Available: http://www.nrel. gov/docs/fy14osti/62558.pdf
    • (2014) NREL
    • Feldman, D.1
  • 7
    • 84960245004 scopus 로고    scopus 로고
    • Solar market insight report 2014 Q2, SEIA, Washington, DC, USA, Tech. Rep
    • Solar Energy Industries Association (SEIA), "Solar market insight report 2014 Q2," SEIA, Washington, DC, USA, Tech. Rep., 2014 [Online]. Available: http://www.seia.org/research-resources/solar-market-insightreport-2014-q2
    • (2014) Solar Energy Industries Association (SEIA
  • 8
    • 84886910449 scopus 로고    scopus 로고
    • An evaluation of solar valuation methods used in utility planning and procurement processes
    • Berkeley, CA, USA, Tech. Rep. LBNL-5933e
    • A. Mills and R. Wiser, "An evaluation of solar valuation methods used in utility planning and procurement processes," LBNL, Berkeley, CA, USA, Tech. Rep. LBNL-5933e, 2012 [Online]. Available: http://emp.lbl.gov/sites/all/files/lbnl-5933e-0.pdf
    • (2012) LBNL
    • Mills, A.1    Wiser, R.2
  • 10
    • 84870583283 scopus 로고    scopus 로고
    • Methods to model and calculate capacity contributions of variable generation for resource adequacy planning
    • Swindon, U.K., Tech. Rep. NREL/PR-5500-51485
    • Michael Milligan, "Methods to model and calculate capacity contributions of variable generation for resource adequacy planning," NERC, Swindon, U.K., Tech. Rep. NREL/PR-5500-51485, 2011 [Online]. Available: http://www.nerc.com/files/ivgtf1-2.pdf
    • (2011) NERC
    • Milligan, M.1
  • 11
    • 84871766924 scopus 로고    scopus 로고
    • Comparing capacity value estimation techniques for photovoltaic solar power
    • Jan
    • S. H. Madaeni, R. Sioshansi, and P. Denholm, "Comparing capacity value estimation techniques for photovoltaic solar power," IEEE J. Photovoltaics, vol. 3, no. 1, pp. 407-415, Jan. 2013.
    • (2013) IEEE J. Photovoltaics , vol.3 , Issue.1 , pp. 407-415
    • Madaeni, S.H.1    Sioshansi, R.2    Denholm, P.3
  • 12
    • 84868614082 scopus 로고
    • Effective load carrying capability of generating units
    • Aug
    • L. L. Garver, "Effective load carrying capability of generating units," IEEE Trans. Power App. Syst., vol. 85, no. 8, pp. 910-919, Aug. 1966.
    • (1966) IEEE Trans. Power App. Syst , vol.85 , Issue.8 , pp. 910-919
    • Garver, L.L.1
  • 13
    • 44349111315 scopus 로고    scopus 로고
    • Noniterative method to approximate the effective load carrying capability of a wind plant
    • Jun
    • C. D'Annunzio and S. Santoso, "Noniterative method to approximate the effective load carrying capability of a wind plant," IEEE Trans. Energy Convers., vol. 23, no. 2, pp. 544-550, Jun. 2008.
    • (2008) IEEE Trans. Energy Convers , vol.23 , Issue.2 , pp. 544-550
    • D'Annunzio, C.1    Santoso, S.2
  • 14
    • 33646348455 scopus 로고    scopus 로고
    • Z-method for power system resource adequacy a applications
    • May
    • K. Dragoon and V. Dvortsov, "Z-method for power system resource adequacy a applications," IEEE Trans. Power Syst., vol. 21, no. 2, pp. 982-988, May 2006.
    • (2006) IEEE Trans. Power Syst , vol.21 , Issue.2 , pp. 982-988
    • Dragoon, K.1    Dvortsov, V.2
  • 15
    • 33747612036 scopus 로고    scopus 로고
    • A comparison and case study of capacity credit algorithms for intermittent generators
    • M. R. Milligan and B. K. Parsons, "A comparison and case study of capacity credit algorithms for intermittent generators," NREL, Golden, CO, USA, Tech. Rep. NREL/CP-440-22591, 1997 [Online]. Available: www.nrel.gov/docs/legosti/fy97/22591.pdf
    • (1997) NREL, Golden, CO, USA, Tech. Rep. NREL/CP , pp. 440-22591
    • Milligan, M.R.1    Parsons, B.K.2
  • 16
    • 32944472008 scopus 로고    scopus 로고
    • The capacity value of wind in the United States: Methods and implementation
    • M. Milligan and K. Porter, "The capacity value of wind in the United States: Methods and implementation," Elect. J., vol. 19, no. 2, pp. 91-99, 2006.
    • (2006) Elect. J , vol.19 , Issue.2 , pp. 91-99
    • Milligan, M.1    Porter, K.2
  • 17
    • 67650240595 scopus 로고    scopus 로고
    • Determining the capacity value of wind: An updated survey of methods and implementation
    • M. Milligan and K. Porter, "Determining the capacity value of wind: An updated survey of methods and implementation," in Proc. Wind Power, Houston, TX, 2008, pp. 1-27.
    • (2008) Proc. Wind Power, Houston, TX , pp. 1-27
    • Milligan, M.1    Porter, K.2
  • 18
    • 79151476838 scopus 로고    scopus 로고
    • Capacity value of wind power, calculation, and data requirements: The Irish power system case
    • Feb
    • B. Hasche, A. Keane, and M. O'Malley, "Capacity value of wind power, calculation, and data requirements: The Irish power system case," IEEE Trans. Power Syst., vol. 26, no. 1, pp. 420-430, Feb. 2011.
    • (2011) IEEE Trans. Power Syst , vol.26 , Issue.1 , pp. 420-430
    • Hasche, B.1    Keane, A.2    O'Malley, M.3
  • 19
    • 79955547624 scopus 로고    scopus 로고
    • Capacity value of wind power
    • May
    • A. Keane et al., "Capacity value of wind power," IEEE Trans. Power Syst., vol. 26, no. 2, pp. 564-572, May 2011.
    • (2011) IEEE Trans. Power Syst , vol.26 , Issue.2 , pp. 564-572
    • Keane, A.1
  • 20
    • 0020543409 scopus 로고
    • Solving an electricity generating capacity expansion planning problem by generalized Benders' decomposition
    • J. A. Bloom, "Solving an electricity generating capacity expansion planning problem by generalized Benders' decomposition," Oper. Res., vol. 31, no. 1, pp. 84-100, 1983.
    • (1983) Oper. Res , vol.31 , Issue.1 , pp. 84-100
    • Bloom, J.A.1
  • 21
    • 0021389714 scopus 로고
    • Long-range generation planning using generalized Benders' decomposition: Implementation and experience
    • J. A. Bloom, M. Caramanis, and L. Charny, "Long-range generation planning using generalized Benders' decomposition: Implementation and experience," Oper. Res., vol. 32, no. 2, pp. 290-313, 1984.
    • (1984) Oper. Res , vol.32 , Issue.2 , pp. 290-313
    • Bloom, J.A.1    Caramanis, M.2    Charny, L.3
  • 22
    • 84960304944 scopus 로고    scopus 로고
    • Electric Power Research Institute (EPRI) , version 10.0 EPRI, Palo Alto, CA, USA
    • Electric Power Research Institute (EPRI), "Electric generation expansion analysis system (EGEAS), version 10.0," EPRI, Palo Alto, CA, USA, 2014 [Online]. Available: http://www.epri.com/abstracts/Pages/ProductAbstract.aspx?ProductId=000000000001016192
    • (2014) Electric Generation Expansion Analysis System (EGEAS)
  • 23
    • 43849088797 scopus 로고    scopus 로고
    • Reliability constrained multi-Area adequacy planning using stochastic programming with sample-Average approximations
    • May
    • P. Jirutitijaroen and C. Singh, "Reliability constrained multi-Area adequacy planning using stochastic programming with sample-Average approximations," IEEE Trans. Power Syst., vol. 23, no. 2, pp. 504-513, May 2008.
    • (2008) IEEE Trans. Power Syst , vol.23 , Issue.2 , pp. 504-513
    • Jirutitijaroen, P.1    Singh, C.2
  • 24
    • 77956341790 scopus 로고    scopus 로고
    • Multi-period multi-objective electricity generation expansion planning problem with Monte-Carlo simulation
    • H. Tekiner, D. W. Coit, and F. A. Felder, "Multi-period multi-objective electricity generation expansion planning problem with Monte-Carlo simulation," Elect. Power Syst. Res., vol. 80, no. 12, pp. 1394-1405, 2010.
    • (2010) Elect. Power Syst. Res , vol.80 , Issue.12 , pp. 1394-1405
    • Tekiner, H.1    Coit, D.W.2    Felder, F.A.3
  • 25
    • 0020781508 scopus 로고
    • Analysis of non-dispatchable options in the generation expansion plan
    • Jul
    • M. Caramanis, "Analysis of non-dispatchable options in the generation expansion plan," IEEE Trans. Power App. Syst., vol. 102, no. 7, pp. 2098-2103, Jul. 1983.
    • (1983) IEEE Trans. Power App. Syst , vol.102 , Issue.7 , pp. 2098-2103
    • Caramanis, M.1
  • 26
    • 0022104851 scopus 로고
    • Probabilistic production costing with dependent generating sources
    • Aug
    • J. A. Bloom, "Probabilistic production costing with dependent generating sources," IEEE Trans. Power App. Syst., vol. 5, no. 8, pp. 2064-2071, Aug. 1985.
    • (1985) IEEE Trans. Power App. Syst , vol.5 , Issue.8 , pp. 2064-2071
    • Bloom, J.A.1
  • 27
    • 84876451528 scopus 로고    scopus 로고
    • Approximations in power transmission planning: Implications for the cost and performance of renewable portfolio standards
    • F. D. Munoz, E. E. Sauma, and B. F. Hobbs, "Approximations in power transmission planning: Implications for the cost and performance of renewable portfolio standards," J. Regul. Econ., vol. 43, no. 3, pp. 305-338, 2013.
    • (2013) J. Regul. Econ , vol.43 , Issue.3 , pp. 305-338
    • Munoz, F.D.1    Sauma, E.E.2    Hobbs, B.F.3
  • 28
    • 84929001332 scopus 로고    scopus 로고
    • Economic analysis of transmission expansion planning with price-responsive demand and quadratic losses by successive LP
    • to be published
    • O. Ozdemir, F. D. Munoz, J. H. Ho, and B. F. Hobbs, "Economic analysis of transmission expansion planning with price-responsive demand and quadratic losses by successive LP," IEEE Trans. Power Syst., 2015, to be published.
    • IEEE Trans. Power Syst 2015
    • Ozdemir, O.1    Munoz, F.D.2    Ho, J.H.3    Hobbs, B.F.4
  • 29
    • 82855177769 scopus 로고    scopus 로고
    • Impact of unit commitment constraints on generation expansion planning with renewables
    • B. Palmintier and M. Webster, "Impact of unit commitment constraints on generation expansion planning with renewables," in Proc. IEEE Power Energy Soc. Gen. Meeting, 2011, pp. 1-7.
    • (2011) Proc IEEE Power Energy Soc. Gen. Meeting , pp. 1-7
    • Palmintier, B.1    Webster, M.2
  • 31
    • 84872854951 scopus 로고    scopus 로고
    • Accommodating variability in generation planning
    • Feb
    • A. Shortt, J. Kiviluoma, and M. O'Malley, "Accommodating variability in generation planning," IEEE Trans. Power Syst., vol. 28, no. 1, pp. 158-169, Feb. 2013.
    • (2013) IEEE Trans. Power Syst , vol.28 , Issue.1 , pp. 158-169
    • Shortt, A.1    Kiviluoma, J.2    O'Malley, M.3
  • 32
    • 79951518184 scopus 로고    scopus 로고
    • Determining optimal electricity technology mix with high level of wind power penetration
    • C. De Jonghe, E. Delarue, R. Belmans, andW. Dhaeseleer, "Determining optimal electricity technology mix with high level of wind power penetration," Appl. Energy, vol. 88, no. 6, pp. 2231-2238, 2011.
    • (2011) Appl. Energy , vol.88 , Issue.6 , pp. 2231-2238
    • De Jonghe, C.1    Delarue, E.2    Belmans, W.3    Dhaeseleer, R.4
  • 33
    • 84906497552 scopus 로고    scopus 로고
    • Temporal versus stochastic granularity in thermal generation capacity planning with wind power
    • Sep
    • S. Jin, A. Botterud, and S. M. Ryan, "Temporal versus stochastic granularity in thermal generation capacity planning with wind power," IEEE Trans. Power Syst., vol. 29, no. 5, pp. 2033-2041, Sep. 2014.
    • (2014) IEEE Trans. Power Syst , vol.29 , Issue.5 , pp. 2033-2041
    • Jin, S.1    Botterud, A.2    Ryan, S.M.3
  • 34
    • 84988222702 scopus 로고    scopus 로고
    • Flexibility in generation planning: Identifying key operating constraints
    • Aug
    • B. Palmintier, "Flexibility in generation planning: Identifying key operating constraints," in Proc. Power Syst. Comput. Conf. (PSCC), Aug. 2014, pp. 1-7.
    • (2014) Proc. Power Syst. Comput. Conf. (PSCC , pp. 1-7
    • Palmintier, B.1
  • 35
    • 84960306415 scopus 로고    scopus 로고
    • CAISO, Final 2014 flexible capacity needs assessment
    • CAISO, "Final 2014 flexible capacity needs assessment," CAISO, Folsom, CA, USA, Tech. Rep., 2014 [Online]. Available: http://www. caiso.com/Documents/Final-2014-FlexCapacityNeedsAssessment.pdf
    • (2014) CAISO, Folsom, CA, USA, Tech. Rep
  • 36
    • 0001168877 scopus 로고
    • Simulation de l'exploitation d'un parc de machines thermiques de production d'electricite couple a des stations de pompage
    • H. Baleriaux, E. Jamoulle, and F. L. de Guertechin, "Simulation de l'exploitation d'un parc de machines thermiques de production d'electricite couple a des stations de pompage," Revue E, vol. 5, no. 7, pp. 225-245, 1967.
    • (1967) Revue e , vol.5 , Issue.7 , pp. 225-245
    • Baleriaux, H.1    Jamoulle, E.2    De Guertechin, F.L.3
  • 37
    • 0015281960 scopus 로고
    • Power system simulation model based on probability analysis
    • Jan
    • R. R. Booth, "Power system simulation model based on probability analysis," IEEE Trans. Power App. Syst., vol. 91, no. 1, pp. 62-69, Jan. 1972.
    • (1972) IEEE Trans. Power App. Syst , vol.91 , Issue.1 , pp. 62-69
    • Booth, R.R.1
  • 38
    • 0026822131 scopus 로고
    • Combining analytical models and Monte-Carlo techniques in probabilistic power system analysis
    • Feb
    • M. Pereira, M. Maceira, G. Oliveira, and L. Pinto, "Combining analytical models and Monte-Carlo techniques in probabilistic power system analysis," IEEE Trans. Power Syst., vol. 7, no. 1, pp. 265-272, Feb. 1992.
    • (1992) IEEE Trans. Power Syst , vol.7 , Issue.1 , pp. 265-272
    • Pereira, M.1    Maceira, M.2    Oliveira, G.3    Pinto, L.4
  • 39
    • 0033340486 scopus 로고    scopus 로고
    • Stochastic programming-based bounding of expected production costs for multiarea electric power systems
    • B. F. Hobbs and Y. D. Ji, "Stochastic programming-based bounding of expected production costs for multiarea electric power systems," Oper. Res., vol. 47, no. 6, pp. 836-848, 1999.
    • (1999) Oper. Res , vol.47 , Issue.6 , pp. 836-848
    • Hobbs, B.F.1    Ji, Y.D.2
  • 40
    • 0024767252 scopus 로고
    • Comparison of probabilistic production cost simulation methods
    • Nov
    • M. Lin, A. Breipohl, and F. Lee, "Comparison of probabilistic production cost simulation methods," IEEE Trans. Power Syst., vol. 4, no. 4, pp. 1326-1334, Nov. 1989.
    • (1989) IEEE Trans. Power Syst , vol.4 , Issue.4 , pp. 1326-1334
    • Lin, M.1    Breipohl, A.2    Lee, F.3
  • 41
    • 0034186748 scopus 로고    scopus 로고
    • Multi-period probabilistic production cost model including dispatch constraints
    • May
    • J. Pérez-Ruiz and A. J. Conejo, "Multi-period probabilistic production cost model including dispatch constraints," IEEE Trans. Power Syst., vol. 15, no. 2, pp. 502-507, May 2000.
    • (2000) IEEE Trans. Power Syst , vol.15 , Issue.2 , pp. 502-507
    • Pérez-Ruiz, J.1    Conejo, A.J.2
  • 42
    • 0026204750 scopus 로고
    • A concise method for calculating expected unserved energy in generating system reliability analysis
    • Aug
    • S. Fockens, A. van Wijk, W. Turkenburg, and C. Singh, "A concise method for calculating expected unserved energy in generating system reliability analysis," IEEE Trans. Power Syst., vol. 6, no. 3, pp. 1085-1091, Aug. 1991.
    • (1991) IEEE Trans. Power Syst , vol.6 , Issue.3 , pp. 1085-1091
    • Fockens, S.1    Van Wijk, A.2    Turkenburg, W.3    Singh, C.4
  • 43
    • 0001281946 scopus 로고
    • Optimization methods for electric utility resource planning
    • B. F. Hobbs, "Optimization methods for electric utility resource planning," Eur. J. Oper. Res., vol. 83, no. 1, pp. 1-20, 1995.
    • (1995) Eur. J. Oper. Res , vol.83 , Issue.1 , pp. 1-20
    • Hobbs, B.F.1
  • 44
    • 84869440562 scopus 로고    scopus 로고
    • Regional energy deployment system (ReEDS)
    • Golden, CO, USA, NREL/TP-6A2-46534
    • W. Short et al., "Regional energy deployment system (ReEDS)," Nat. Renew. Energy Lab., Golden, CO, USA, NREL/TP-6A2-46534, 2011.
    • (2011) Nat. Renew. Energy Lab
    • Short, W.1
  • 46
    • 84945449020 scopus 로고    scopus 로고
    • ICF
    • ICF. (2013). Integrated Planning Model Brochure [Online]. Available: http://www.icfi.com/insights/products-And-Tools/ipm
    • (2013) Integrated Planning Model Brochure
  • 47
    • 84945478233 scopus 로고    scopus 로고
    • EIA
    • EIA. (2013). MARKAL Technology Database and Model [Online]. Available: http://www.epa.gov/nrmrl/appcd/climate-change/markal.htm
    • (2013) MARKAL Technology Database and Model
  • 48
    • 84891561294 scopus 로고    scopus 로고
    • An engineeringeconomic approach to transmission planning under market and regulatory uncertainties:WECC case study
    • Jan
    • F. D. Munoz, B. F. Hobbs, J. Ho, and S. Kasina, "An engineeringeconomic approach to transmission planning under market and regulatory uncertainties:WECC case study," IEEE Trans. Power Syst., vol. 29, no. 1, pp. 307-317, Jan. 2014.
    • (2014) IEEE Trans. Power Syst , vol.29 , Issue.1 , pp. 307-317
    • Munoz, F.D.1    Hobbs, B.F.2    Ho, J.3    Kasina, S.4
  • 50
    • 84973560452 scopus 로고    scopus 로고
    • New bounding and decomposition methods forMILP investment problems: Multi-Area transmission and generation planning under policy constraints
    • Albuquerque, NM, USA, No. SAND2014-4398J
    • F. D. Munoz, B. F. Hobbs, and J. P. Watson, "New bounding and decomposition methods forMILP investment problems: Multi-Area transmission and generation planning under policy constraints," Sandia Nat. Lab. (SNL-NM), Albuquerque, NM, USA, No. SAND2014-4398J, 2014.
    • (2014) Sandia Nat. Lab. (SNL-NM)
    • Munoz, F.D.1    Hobbs, B.F.2    Watson, J.P.3
  • 51
    • 84946499591 scopus 로고    scopus 로고
    • A scalable solution framework for stochastic transmission and generation planning problems
    • F. D. Munoz and J.-P. Watson, "A scalable solution framework for stochastic transmission and generation planning problems," Comput. Manage. Sci., pp. 1-28, doi: 10.1007/s10287-015-0229-y.
    • Comput. Manage. Sci , pp. 1-28
    • Munoz, F.D.1    Watson, J.-P.2
  • 52
    • 84931570501 scopus 로고    scopus 로고
    • Optimizing your options: Extracting the full economic value of transmission when planning under uncertainty
    • F. D. Munoz, J.-P. Watson, and B. F. Hobbs, "Optimizing your options: Extracting the full economic value of transmission when planning under uncertainty," Elect. J., vol. 28, no. 5, pp. 26-38, 2015.
    • (2015) Elect. J , vol.28 , Issue.5 , pp. 26-38
    • Munoz, F.D.1    Watson, J.-P.2    Hobbs, B.F.3
  • 53
    • 79959569428 scopus 로고    scopus 로고
    • Reaching consensus in the definition of photovoltaics capacity credit in the USA: A practical application of satellite-derived solar resource data
    • Mar
    • R. Perez, M. Taylor, T. Hoff, and J. Ross, "Reaching consensus in the definition of photovoltaics capacity credit in the USA: A practical application of satellite-derived solar resource data," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 1, no. 1, pp. 28-33, Mar. 2008.
    • (2008) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens , vol.1 , Issue.1 , pp. 28-33
    • Perez, R.1    Taylor, M.2    Hoff, T.3    Ross, J.4
  • 54
    • 56749164300 scopus 로고    scopus 로고
    • Comparing photovoltaic capacity value metrics: A case study for the city of Toronto
    • S. Pelland and I. Abboud, "Comparing photovoltaic capacity value metrics: A case study for the city of Toronto," Prog. Photovoltaics Res. Appl., vol. 16, no. 8, pp. 715-724, 2008.
    • (2008) Prog. Photovoltaics Res. Appl , vol.16 , Issue.8 , pp. 715-724
    • Pelland, S.1    Abboud, I.2
  • 55
    • 84884594759 scopus 로고    scopus 로고
    • Changes in the economic value of photovoltaic generation at high penetration levels: A pilot case study of California
    • Oct
    • A. Mills and R. Wiser, "Changes in the economic value of photovoltaic generation at high penetration levels: A pilot case study of California," IEEE J. Photovoltaics, vol. 3, no. 4, pp. 1394-1402, Oct. 2013.
    • (2013) IEEE J. Photovoltaics , vol.3 , Issue.4 , pp. 1394-1402
    • Mills, A.1    Wiser, R.2
  • 56
    • 84924905416 scopus 로고    scopus 로고
    • Advanced methods for incorporating solar energy technologies into electric sector capacity-expansion models: Literature review and analysis
    • Golden, CO, USA, Tech. Rep. NREL/TP-6A20-61185
    • P. Sullivan, K. Eurek, and R. Margolis, Advanced methods for incorporating solar energy technologies into electric sector capacity-expansion models: Literature review and analysis, NREL, Golden, CO, USA, Tech. Rep. NREL/TP-6A20-61185, 2014 [Online]. Available: http://www.nrel. gov/docs/fy14osti/61185.pdf
    • (2014) NREL
    • Sullivan, P.1    Eurek, K.2    Margolis, R.3
  • 57
    • 84915741476 scopus 로고    scopus 로고
    • Summary of time period-based and other approximation methods for determining the capacity value of wind and solar in the United States: September 2010-February 2012
    • Golden, CO, USA, Tech. Rep. NREL/SR-5500-54338
    • J. Rogers and K. Porter, "Summary of time period-based and other approximation methods for determining the capacity value of wind and solar in the United States: September 2010-February 2012," Nat. Renew. Energy Lab., Golden, CO, USA, Tech. Rep. NREL/SR-5500-54338, 2012 [Online]. Available: http://www.nrel.gov/docs/fy12osti/54338.pdf
    • (2012) Nat. Renew. Energy Lab
    • Rogers, J.1    Porter, K.2
  • 58
    • 84960220000 scopus 로고    scopus 로고
    • PNNL, Richland, WA, USA, Tech. Rep. PNNL-20823
    • S. J. Smith, A. H. Mizrahi, J. F. Karas, and M. Nathan, "US renewable futures in the GCAM," PNNL, Richland, WA, USA, Tech. Rep. PNNL-20823, 2011 [Online]. Available: http://www.pnnl.gov/main/publications/external/technical-reports/PNNL-20823.pdf
    • (2011) US Renewable Futures in the GCAM
    • Smith, S.J.1    Mizrahi, A.H.2    Karas, J.F.3    Nathan, M.4
  • 60
    • 84857064679 scopus 로고    scopus 로고
    • High-resolution modeling of the western North American power system demonstrates low-cost and low-carbon futures
    • J. Nelson et al., "High-resolution modeling of the western North American power system demonstrates low-cost and low-carbon futures," Energy Policy, vol. 43, pp. 436-447, 2012.
    • (2012) Energy Policy , vol.43 , pp. 436-447
    • Nelson, J.1
  • 62
    • 77951129083 scopus 로고    scopus 로고
    • NREL
    • NREL. (2015). National Solar Radiation Data Base [Online]. Available: http://rredc.nrel.gov/solar/old-data/nsrdb/
    • (2015) National Solar Radiation Data Base
  • 63
    • 84960297828 scopus 로고    scopus 로고
    • NREL
    • NREL. (2015). PVWatts Calculator [Online]. Available: http://pvwatts. nrel.gov/
    • (2015) PVWatts Calculator
  • 64
    • 84924272004 scopus 로고    scopus 로고
    • Integrating solar PV in utility system operations
    • Argonne, IL, USA, Tech. Rep. ANL/DIS-13/18 Oct
    • A. Mills, A. Botterud, J. Wu, Z. Zhou, B. M. Hodge, and M. Heaney, "Integrating solar PV in utility system operations," Argonne Nat. Lab., Argonne, IL, USA, Tech. Rep. ANL/DIS-13/18, Oct. 2013. [Online]. Available: http://www.osti.gov/scitech/biblio/1107495
    • (2013) Argonne Nat. Lab
    • Mills, A.1    Botterud, A.2    Wu, J.3    Zhou, Z.4    Hodge, B.M.5    Heaney, M.6
  • 65
    • 67650089726 scopus 로고    scopus 로고
    • Creating the dataset for the western wind and solar integration study (U.S.A.)
    • Jun
    • C. Potter, D. Lew, J. McCaa, S. Cheng, S. Eichelberger, and E. Grimit, "Creating the dataset for the western wind and solar integration study (U.S.A.)," Wind Eng., vol. 32, no. 4, pp. 325-338, Jun. 2008.
    • (2008) Wind Eng , vol.32 , Issue.4 , pp. 325-338
    • Potter, C.1    Lew, D.2    McCaa, J.3    Cheng, S.4    Eichelberger, S.5    Grimit, E.6
  • 66
    • 84867723903 scopus 로고    scopus 로고
    • The economics of planning electricity transmission to accommodate renewables: Using two-stage optimisation to evaluate flexibility and the cost of disregarding uncertainty
    • A. H. van der Weijde and B. F. Hobbs, "The economics of planning electricity transmission to accommodate renewables: Using two-stage optimisation to evaluate flexibility and the cost of disregarding uncertainty," Energy Econ., vol. 34, no. 6, pp. 2089-2101, 2012.
    • (2012) Energy Econ , vol.34 , Issue.6 , pp. 2089-2101
    • Weijde Der Van, A.H.1    Hobbs, B.F.2
  • 67
    • 84869873450 scopus 로고    scopus 로고
    • Correlated wind-power production and electric load scenarios for investment decisions
    • L. Baringo and A. Conejo, "Correlated wind-power production and electric load scenarios for investment decisions," Appl. Energy, vol. 101, pp. 475-482, 2013.
    • (2013) Appl. Energy , vol.101 , pp. 475-482
    • Baringo, L.1    Conejo, A.2
  • 68
    • 84906504333 scopus 로고    scopus 로고
    • A new approach to model load levels in electric power systems with high renewable penetration
    • Sep
    • S. Wogrin, P. Duenas, A. Delgadillo, and J. Reneses, "A new approach to model load levels in electric power systems with high renewable penetration," IEEE Trans. Power Syst., vol. 29, no. 5, pp. 2210-2218, Sep. 2014.
    • (2014) IEEE Trans. Power Syst , vol.29 , Issue.5 , pp. 2210-2218
    • Wogrin, S.1    Duenas, P.2    Delgadillo, A.3    Reneses, J.4
  • 69
    • 84860504837 scopus 로고    scopus 로고
    • Integration of renewable energy into present and future energy systems
    • O. Edenhofer et al., Eds. Cambridge, U.K.: Cambridge Univ. Press
    • R. Sims et al., "Integration of renewable energy into present and future energy systems," in IPCC Special Report on Renewable Energy Sources and Climate Change Mitigation, O. Edenhofer et al., Eds. Cambridge, U.K.: Cambridge Univ. Press., 2011.
    • (2011) IPCC Special Report on Renewable Energy Sources and Climate Change Mitigation
    • Sims, R.1


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