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Published in: Energy Systems 3/2014

01-09-2014 | Original Paper

Modeling demand response and economic impact of advanced and smart metering

Authors: Praneeth Aketi, Suvrajeet Sen

Published in: Energy Systems | Issue 3/2014

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Abstract

Advanced metering constitutes an essential component of communications between electricity suppliers and consumers. It may be possible to augment demand response by coupling Advanced Metering Infrastructure (AMI) with advanced implementations in homes. In this paper, we quantify the economic impact of such advanced implementations and show that these technologies promise to add value for both major stakeholders—electricity suppliers and the consumers. In particular, we present a comparative study by evaluating the adoption of Basic-AMI versus one that incorporates automation devices enabling communication and control. We present a linear programming modeling framework to capture demand response behavior while reflecting regulatory policies to ensure lower critical peak prices. Based on this framework, we present a case study for the state of Ohio, although the general nature of the analysis is applicable to other states as well. Our results show that dynamic pricing coupled with AMI—in particular, its advanced implementations—provides significant incentives to the utility, regulatory commission and the consumer.

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Footnotes
1
PROMOD is a widely used proprietary simulator available from Ventyx, Inc.
 
2
Generation costs account for about two-thirds of the cost of electricity.
 
4
Brattle Group, Memorandum to PUCO, 2010.
 
5
CPP is used as an acronym for critical peak price.
 
6
Load cost refers to the cost of supplying energy demand.
 
7
The peak or maximum LMP is maximum of the four hour block averages.
 
Literature
1.
go back to reference Price elasticity of demand for electricity: a primer and synthesis, EPRI (2007) Price elasticity of demand for electricity: a primer and synthesis, EPRI (2007)
2.
go back to reference AmerenUE Residential TOU Pilot Study, RLW Analytics (2005) AmerenUE Residential TOU Pilot Study, RLW Analytics (2005)
3.
go back to reference Bazaraa, M.S., Sherali, H.D., Shetty, C.M.: Nonlinear Programming: Theory and Algorithms. Wiley, New York (2006) Bazaraa, M.S., Sherali, H.D., Shetty, C.M.: Nonlinear Programming: Theory and Algorithms. Wiley, New York (2006)
4.
go back to reference Borenstein, S.: To what electricity price do consumers respond? Residential demand elasticity under increasing-block pricing (2009, unpublished) Borenstein, S.: To what electricity price do consumers respond? Residential demand elasticity under increasing-block pricing (2009, unpublished)
5.
go back to reference Faruqui, A., Hanser, P.Q., Ryan, H., Palmer, J.: Assessing Ontario’s Regulated Price Plan: A White Paper. The Brattle Group Inc. (2010) Faruqui, A., Hanser, P.Q., Ryan, H., Palmer, J.: Assessing Ontario’s Regulated Price Plan: A White Paper. The Brattle Group Inc. (2010)
6.
go back to reference Faruqui, A., Sergici, S.: Household Response to Dynamic Pricing of Electricity A survey of the Experimental Evidence. The Brattle Group Report (2009) Faruqui, A., Sergici, S.: Household Response to Dynamic Pricing of Electricity A survey of the Experimental Evidence. The Brattle Group Report (2009)
7.
go back to reference Faruqui, A., Wood, L.: Quantifying the Benefits of Dynamic Pricing in the Mass Market. The Brattle Group Report for Edison Electric (2008) Faruqui, A., Wood, L.: Quantifying the Benefits of Dynamic Pricing in the Mass Market. The Brattle Group Report for Edison Electric (2008)
8.
go back to reference Forecasting Price Responsive Demand in the MidWest ISO, The Brattle, Group (2009) Forecasting Price Responsive Demand in the MidWest ISO, The Brattle, Group (2009)
9.
go back to reference Gribik, P.R., Hogan, W.W., Pope S.L.: Market clearing prices and energy uplift (2007, unpublished) Gribik, P.R., Hogan, W.W., Pope S.L.: Market clearing prices and energy uplift (2007, unpublished)
10.
go back to reference Hobbs, B.F., Rothkopf, M.H., O’Neill, R.P., Chao, H.: Klewer International Series in Operations Research and Management Science, The Next Generation of Electric Power Unit Commitment Models (2001) Hobbs, B.F., Rothkopf, M.H., O’Neill, R.P., Chao, H.: Klewer International Series in Operations Research and Management Science, The Next Generation of Electric Power Unit Commitment Models (2001)
11.
go back to reference ONeill, R., Sotkiewicz, P., Hobbs, B., Rothkopf, M., Stewart, W.: Efficient market-clearing prices in markets with nonconvexities. Eur. J. Oper. Res. 164, 269–285 (2005) ONeill, R., Sotkiewicz, P., Hobbs, B., Rothkopf, M., Stewart, W.: Efficient market-clearing prices in markets with nonconvexities. Eur. J. Oper. Res. 164, 269–285 (2005)
12.
go back to reference Shapiro, J.: Mathematical Programming: Structures and Algorithms. Wiley, New York (1979) Shapiro, J.: Mathematical Programming: Structures and Algorithms. Wiley, New York (1979)
13.
go back to reference Wang, C., Luh, P.B., Gribik, P., Li, Z., Tengshun, P.: A subgradient based cutting plane method to calculate convex hull market prices. Power and Energy Society General Meeting, IEEE (2009) Wang, C., Luh, P.B., Gribik, P., Li, Z., Tengshun, P.: A subgradient based cutting plane method to calculate convex hull market prices. Power and Energy Society General Meeting, IEEE (2009)
Metadata
Title
Modeling demand response and economic impact of advanced and smart metering
Authors
Praneeth Aketi
Suvrajeet Sen
Publication date
01-09-2014
Publisher
Springer Berlin Heidelberg
Published in
Energy Systems / Issue 3/2014
Print ISSN: 1868-3967
Electronic ISSN: 1868-3975
DOI
https://doi.org/10.1007/s12667-013-0113-1

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