Vargas et al 2019a - Revision history

Rimni at 14:19, 18 May 2020

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Rimni at 12:16, 18 May 2020

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Rimni at 12:01, 18 May 2020

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Rimni at 11:59, 18 May 2020

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2020-05-18T11:46:40Z

@@ Line 1,236: / Line 1,236: @@
 <div id="cite-6"></div>
-[[#citeF-6|[6]]]  J. Zhao, F. Wen, Z. Dong, Y. Xue and K. Wong, "Optimal dispatch of electric vehicles and wind power using enhanced particle swarm optimization," IEEE Transactions on Industrial Informatics, vol. 8, no. 4, 889-899, 2012.
+[[#citeF-6|[6]]]  Zhao J.,  Wen F.,  Dong Z.,  Xue Y.,   Wong K., Optimal dispatch of electric vehicles and wind power using enhanced particle swarm optimization. IEEE Transactions on Industrial Informatics, 8(4):889-899, 2012.
 <div id="cite-7"></div>

@@ Line 1,221: / Line 1,221: @@
 <div id="cite-1"></div>
-[[#citeF-1|[1]]]  V. Siriariyaporn, D. J. Gotham, and F. T. Sparrow, "Determining the cost of uncertainty to electric utilities in serving highly varying loads," Electr. Util. Deregulation, Restruct. Power Technol. 2004. (DRPT 2004). Proc. 2004 IEEE Int. Conf., vol. 2, no. April, p. 580–585 Vol.2, 2004. <div id="cite-2"></div>
+[[#citeF-1|[1]]]  Siriariyaporn V.,  Gotham D.J.,   Sparrow F.T. Determining the cost of uncertainty to electric utilities in serving highly varying loads. Electr. Util. Deregulation, Restruct. Power Technol.  (DRPT 2004). Proc. IEEE Int. Conf., vol. 2, pp. 580–585, April 2004.
-[[#citeF-2|[2]]]  F. Santos, J. Arévalo and S. Rivera, "Uncertainty Cost Functions for Solar Photovoltaic Generation, Wind Energy, and Plug-In Electric Vehicles: Mathematical Expected Value and Verification by Monte Carlo Simulation," International Journal of Power and Energy Conversion (in press) 2019. <div id="cite-3"></div>
-[[#citeF-3|[3]]]  J. Cardell, L. Anderson, "Analysis of the System Costs of Wind Variability Through Monte Carlo Simulation," Proceedings of the 43rd Hawaii International Conference on System Sciences, 2010. <div id="cite-4"></div>
+<div id="cite-2"></div>
-[[#citeF-4|[4]]]  J. Hetzer, C. Yu and K. Bhattarai, "An economic dispatch model incorporating wind power," IEEE Transactions on Energy Conversion, vol. 23, no. 2, 603-611, 2008. <div id="cite-5"></div>
+[[#citeF-2|[2]]]   Santos F.,  Arévalo J.,   Rivera S. Uncertainty cost functions for solar photovoltaic generation, wind energy, and plug-in electric vehicles: mathematical expected value and verification by Monte Carlo simulation. International Journal of Power and Energy Conversion, 10(2):171-207, 2019.
-[[#citeF-5|[5]]]  S. Surender, P. Bijwe and A. Abhyankar, "Real-time economic dispatch considering renewable power generation variability and uncertainty over scheduling period," IEEE Systems Journal, vol. 9, no. 4, 1440-1451, 2015. <div id="cite-6"></div>
-[[#citeF-6|[6]]]  J. Zhao, F. Wen, Z. Dong, Y. Xue and K. Wong, "Optimal dispatch of electric vehicles and wind power using enhanced particle swarm optimization," IEEE Transactions on Industrial Informatics, vol. 8, no. 4, 889-899, 2012. <div id="cite-7"></div>
+<div id="cite-3"></div>
-[[#citeF-7|[7]]]   F. Molina, S. Pérez and S. Rivera, "Uncertainty Cost Function Formulation in Small Hydropower Plants Inside a Microgrid," Ingenierías USBMed, Vol. 8, No. 1, Enero-Junio 2017. <div id="cite-8"></div>
+[[#citeF-3|[3]]]   Cardell J.,  Anderson L. Analysis of the system costs of wind variability through Monte Carlo simulation. Proceedings of the 43rd Hawaii International Conference on System Sciences, IEEE Computer Society, United States, 2010.
 [[#citeF-8|[8]]]  E. Mojica-Nava, S. Rivera and N. Quijano, "Distributed dispatch control in microgrids with network losses," 2016 IEEE Conference on Control Applications (CCA), Buenos Aires, 2016, pp. 285-290. <div id="cite-9"></div>
-[[#citeF-9|[9]]]  E. Mojica-Nava, S. Rivera and N. Quijano, "Game-theoretic dispatch control in microgrids considering network losses and renewable distributed energy resources integration," in IET Generation, Transmission & Distribution, vol. 11, no. 6, pp. 1583-1590, 2017. <div id="cite-10"></div>
+<div id="cite-4"></div>
-[[#citeF-10|[10]]]  R. Mehri and M. Kalantar, “Multi-objective Scheduling of Electric Vehicles Considering Wind and Demand Uncertainties,” no. Sgc, pp. 23–24, 2015. <div id="cite-11"></div>
+[[#citeF-4|[4]]]   Hetzer J.,  Yu C.,   Bhattarai K. An economic dispatch model incorporating wind power. IEEE Transactions on Energy Conversion, 23(2):603-611, 2008.
 [[#citeF-11|[11]]]   Ernst and Young, “Información de los mercados mayoristas de energía electrica del Reino Unido, Nord Pool, PJM y CAISO discriminado los principales aspectos normativos, operativos y comerciales,” p. 246, 2015. <div id="cite-12"></div>
-[[#citeF-12|[12]]]  I. El, R. Bann, and A. Abouabdellah, “Modeling and Forecasting Energy Demand,” 2016. <div id="cite-13"></div>
+<div id="cite-5"></div>
-[[#citeF-13|[13]]]  J. J. Chen, Q. H. Wu, L. L. Zhang, and P. Z. Wu, “Multi-objective mean–variance–skewness model for nonconvex and stochastic optimal power flow considering wind power and load uncertainties,” Eur. J. Oper. Res., vol. 263, no. 2, pp. 719–732, 2017. <div id="cite-14"></div>
+[[#citeF-5|[5]]]   Surender S.,  Bijwe P.,  Abhyankar A. Real-time economic dispatch considering renewable power generation variability and uncertainty over scheduling period. IEEE Systems Journal, 9(4):1440-1451, 2015.
 [[#citeF-14|[14]]]  Nick T. Thomopoulos. Essentials of Monte Carlo Simulation: statistical methods for building simulation models. Springer, Chicago, Illinois, USA, 2013.  <div id="cite-15"></div>
 [[#citeF-15|[15]]]  S. Simbaqueba, tesis pregrado “Costos de Incertidumbre con Generación Distribuida Considerando la Estocasticidad de la Demanda Controlable,”, Director: S. Rivera, 2018.
 </div>

@@ Line 1,183: / Line 1,183: @@
 |}
-Las figuras [[#img-6|6]] y [[#img-7|7]] presentan los histogramas de los escenarios simulados de Monte Carlo.
+Las Figuras [[#img-6|6]] y [[#img-7|7]] presentan los histogramas de los escenarios simulados de Monte Carlo.
 <div id='img-6'></div>

@@ Line 868: / Line 868: @@
 | 25
 | 318.2144
-|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;border-bottom:2px;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;border-bottom:2px solid;"
 | 13
 | 318.7174

@@ Line 818: / Line 818: @@
 |  15
 | 317.3798
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      3
+| 3
-| style="border-left: 1px solid;border-right: 1px solid;" | 318.4017
+| 318.4017
-| style="border-left: 1px solid;border-right: 1px solid;" | 16
+| 16
-| style="border-left: 1px solid;border-right: 1px solid;" | 318.9341
+| 318.9341
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      4
+| 4
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.3396
+| 317.3396
-| style="border-left: 1px solid;border-right: 1px solid;" | 17
+| 17
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.4439
+| 317.4439
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      5
+| 5
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.5135
+| 317.5135
-| style="border-left: 1px solid;border-right: 1px solid;" | 18
+| 18
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.4791
+| 317.4791
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      6
+| 6
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.2197
+| 317.2197
-| style="border-left: 1px solid;border-right: 1px solid;" | 19
+| 19
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.2286
+| 317.2286
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      7
+| 7
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.9858
+| 317.9858
-| style="border-left: 1px solid;border-right: 1px solid;" | 20
+| 20
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.6289
+| 317.6289
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      8
+| 8
-| style="border-left: 1px solid;border-right: 1px solid;" | 318.7582
+| 318.7582
-| style="border-left: 1px solid;border-right: 1px solid;" | 21
+| 21
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.5556
+| 317.5556
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      9
+| 9
-| style="border-left: 1px solid;border-right: 1px solid;" | 316.8641
+| 316.8641
-| style="border-left: 1px solid;border-right: 1px solid;" | 22
+| 22
-| style="border-left: 1px solid;border-right: 1px solid;" | 318.3687
+| 318.3687
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      10
+| 10
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.9871
+| 317.9871
-| style="border-left: 1px solid;border-right: 1px solid;" | 23
+| 23
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.6681
+| 317.6681
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      11
+| 11
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.3757
+| 317.3757
-| style="border-left: 1px solid;border-right: 1px solid;" | 24
+| 24
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.3042
+| 317.3042
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      12
+| 12
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.3007
+| 317.3007
-| style="border-left: 1px solid;border-right: 1px solid;" | 25
+| 25
-| style="border-left: 1px solid;border-right: 1px solid;" | 318.2144
+| 318.2144
-|-style="border-bottom:2px solid;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;border-bottom:2px;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      13
+| 13
-| style="border-left: 1px solid;border-right: 1px solid;" | 318.7174
+| 318.7174
-| style="border-left: 1px solid;border-right: 1px solid;" |
-| style="border-left: 1px solid;border-right: 1px solid;" |
 |}

@@ Line 808: / Line 808: @@
 | colspan='1'  style="border-left: 1px solid;border-right: 1px solid;"| '''Simulación'''
 | colspan='1'  style="border-left: 1px solid;border-right: 1px solid;"| '''Monte Carlo'''
-|-style="text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |   1
+|    1
-| style="border-left: 1px solid;border-right: 1px solid;" |318.2913
+| 318.2913
-| style="border-left: 1px solid;border-right: 1px solid;" |14
+| 14
-| style="border-left: 1px solid;border-right: 1px solid;" | 318.0775
+|  318.0775
-|-style="border:1px;text-align:center;"
+|-style="text-align:center;border-left: 1px solid;border-right: 1px solid;"
-| style="border-left: 1px solid;border-right: 1px solid;" |      2
+|       2
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.9161
+|  317.9161
-| style="border-left: 1px solid;border-right: 1px solid;" | 15
+|  15
-| style="border-left: 1px solid;border-right: 1px solid;" | 317.3798
+| 317.3798
 |-style="border:1px;text-align:center;"
 | style="border-left: 1px solid;border-right: 1px solid;" |      3

@@ Line 1,092: / Line 1,092: @@
 {|  class="floating_tableSCP wikitable" style="text-align: center; margin: 1em auto;min-width:50%;font-size:85%;"
-|-style="border-left: 1px solid;border-right: 1px solid;"
+|-style="border-left: 1px solid;border-right: 1px solid;text-align: center;border-top: 2px solid;border-bottom: 2px solid;"
-| style="text-align: center;border-top: 2px solid;border-bottom: 2px solid;" |      '''Simulación'''
+| '''Simulación'''
-| colspan='1' style="text-align: center;border-top: 2px solid;border-bottom: 2px solid;" | '''Error (%)'''
+| '''Error (%)'''
-| colspan='1' style="text-align: center;border-top: 2px solid;border-bottom: 2px solid;" | '''Simulación'''
+| '''Simulación'''
-| colspan='1' style="text-align: center;border-top: 2px solid;border-bottom: 2px solid;" | '''Error (%)'''
+|  '''Error (%)'''
 |-style="text-align: center;"
 | style="border-left: 1px solid;border-right: 1px solid;" |      1

@@ Line 1,169: / Line 1,169: @@
 {|  class="floating_tableSCP wikitable" style="text-align: center; margin: 1em auto;min-width:30%;font-size:85%;"
 |-style="text-align: center;border-top: 2px solid;
-| style="border-left: 2px solid;border-right: 2px solid;" |      Varianza
+| style="border-left: 1px solid;border-right: 1px solid;" |      Varianza
-| style="border-left: 2px solid;border-right: 2px solid;" | 0.000117
+| style="border-left: 1px solid;border-right: 1px solid;" | 0.000117
 |-style="text-align: center;"
-| style="border-left: 2px solid;border-right: 2px solid;" |      Media
+| style="border-left: 1px solid;border-right: 1px solid;" |      Media
-| style="border-left: 2px solid;border-right: 2px solid;" | 0.006564
+| style="border-left: 1px solid;border-right: 1px solid;" | 0.006564
 |-style="text-align: center;"
-| style="border-left: 2px solid;border-right: 2px solid;" |      Promedio
+| style="border-left: 1px solid;border-right: 1px solid;" |      Promedio
-| style="border-left: 2px solid;border-right: 2px solid;" | 0.012396
+| style="border-left: 1px solid;border-right: 1px solid;" | 0.012396
 |-style="text-align: center;border-bottom: 2px solid;
-| style="border-left: 2px solid;border-right: 2px solid;" |      Desviación Estándar
+| style="border-left: 1px solid;border-right: 1px solid;" |      Desviación Estándar
-| style="border-left: 2px solid;border-right: 2px solid;" | 0.010833
+| style="border-left: 1px solid;border-right: 1px solid;" | 0.010833
 |}