Advanced search
Publication Cover
Journal of Control and Decision Volume 5, 2018 - Issue 2: Advances in Control and Decision for Power and Energy Systems
Submit an article Journal homepage
67
Views
0
CrossRef citations to date
0
Altmetric
Articles

Ensemble-based uncertainty quantification for coordination and control of thermostatically controlled loads

Weixuan LiPacific Northwest National Laboratory, Richland, WA, USA.Correspondence[email protected]
ORCID Iconhttp://orcid.org/0000-0001-6755-3783View further author information
ORCID Icon,
Jianming LianPacific Northwest National Laboratory, Richland, WA, USA.ORCID Iconhttp://orcid.org/0000-0003-1270-5350View further author information
ORCID Icon,
Dave EngelPacific Northwest National Laboratory, Richland, WA, USA.View further author information
&
Hong WangPacific Northwest National Laboratory, Richland, WA, USA.View further author information
Pages 148-168 | Received 01 Feb 2017, Accepted 02 Jul 2017, Published online: 01 Aug 2017

References

  • Chen, Y., Oliver, D. S., & Zhang, D. (2009). Efficient ensemble-based closed-loop production optimization. SPE Journal, 14, 634–645.
  • Evensen, G. (2009). Data assimilation: The ensemble Kalman filter. Berlin: Springer-Verlag.
  • Fuller, J., Schneider, K., & Chassin, D. (2011). Analysis of residential demand response and double-auction markets. Power and Energy Society General Meeting, (pp. 1–7). Detroit, MI, USA.
  • Ghanem, R., Higdon, D., & Owhadi, H. (Eds.). (2016). Handbook of uncertainty quantification. Switzerland: Springer.
  • Hammerstrom, D.J., Ambrosio, R., Carlon, T. A., DeSteese, J. G., Horst, G. R., Kajfasz, R., ... Thompson, S. (2007). Pacific Northwest GridWiseTM testbed demonstration projects. Part I: Olympic Peninsula project (Technical Report PNNL-17167), Pacific Northwest National Laboratory.
  • Hastings, W. K. (1970). Monte Carlo sampling methods using Markov chains and their applications. Biometrika, 57, 97–109.
  • Jaynes, E. (1968). Prior probabilities. IEEE Transactions on Systems Science and Cybernetics, 4, 227–241.
  • Li, S., Zhang, W., Lian, J., & Kalsi, K. (2016a). Market-based coordination of thermostatically controlled loads - part i: A mechanism design formulation. IEEE Transactions on Power Systems, 31, 1170–1178.
  • Li, S., Zhang, W., Lian, J., & Kalsi, K. (2016b). Market-based coordination of thermostatically controlled loads - part ii: Unknown parameters and case studies. IEEE Transactions on Power Systems, 31, 1179–1187.
  • Li, W., Lin, G., & Zhang, D. (2014). An adaptive ANOVA-based PCKF for high-dimensional nonlinear inverse modeling. Journal of Computational Physics, 258, 752–772.
  • Li, W., Oyerinde, A., Stern, D., Wu, X., & Zhang, D. (2011). Probabilistic collocation based Kalman filter for assisted history matching - A case study. The Woodlands, TX: Society of Petroleum Engineers.
  • Metropolis, N., Rosenbluth, A. W., Rosenbluth, M. N., Teller, A. H., & Teller, E. (1953). Equation of state calculations by fast computing machines. The Journal of Chemical Physics, 21, 1087–1092.
  • van Leeuwen, P., & Evensen, G. (1996). Data assimilation and inverse methods in terms of a probabilistic formulation. Monthly Weather Review, 124, 2898–2913.
  • Widergren, S., Fuller, J., Marinovici, C., & Somani, A. (2014). Residential transactive control demonstration. Innovative Smart Grid Technologies Conference (ISGT), 2014 IEEE PES (pp. 1–5). Washington, DC: IEEE.
  • Zhang, W., Lian, J., Chang, C.-Y., & Kalsi, K. (2013). Aggregated modeling and control of air conditioning loads for demand response. IEEE Transactions on Power Systems, 28, 4655–4664.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.