An interdisciplinary approach to long-term modelling for power system expansion

This article describes an interdisciplinary approach to computer modelling of large-scale power systems over a long-term horizon. The goal is to simulate the interplay between the economic, technical and environmental factors in the system. Our approach is illustrated with a model based on data from the Western Electric Coordination Council (WECC). We present simulations to show the change in the WECC system over 20 years. We explain the challenge of simulating short-term behaviour such as hourly wholesale electricity prices within the longer-term model. The usefulness of the model is illustrated by showing simulated impacts on the WECC system due to a market for carbon allowances. This research demonstrates the importance of simulation models that are designed for interactive use by policymakers, engineers and researchers.

[1]  W. N. Jessop Management System Dynamics , 1978 .

[2]  I. Wangensteen,et al.  Transmission management in the deregulated environment , 2000, Proceedings of the IEEE.

[3]  Allen J. Wood,et al.  Power Generation, Operation, and Control , 1984 .

[4]  A. David,et al.  Optimal bidding strategies and modeling of imperfect information among competitive generators , 2001 .

[5]  F. Alvarado,et al.  Electric Power Transfer Capability : Concepts , Applications , Sensitivity , Uncertainty , 2002 .

[6]  A. Ford,et al.  A System Dynamics Study of Carbon Cycling and Electricity Generation from Energy Crops , 2005 .

[7]  S. M. Shahidehpour,et al.  Transmission analysis by Nash game method , 1997 .

[8]  Felix F. Wu,et al.  Transfer capability computations in deregulated power systems , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[9]  Erik R. Larsen,et al.  From planning to strategy in the electricity industry , 2002 .

[10]  Keith Tizzard,et al.  Management System Dynamics , 1977 .

[11]  S. Hao A study of basic bidding strategy in clearing pricing auctions , 1999, Proceedings of the 21st International Conference on Power Industry Computer Applications. Connecting Utilities. PICA 99. To the Millennium and Beyond (Cat. No.99CH36351).

[12]  Philip G. Hill,et al.  Power generation , 1927, Journal of the A.I.E.E..

[13]  Peter M. Senge,et al.  Modeling For Learning Organizations , 1994 .

[14]  Andrew Ford,et al.  Waiting for the boom: a simulation study of power plant construction in California , 2002 .

[15]  B. Hobbs,et al.  Using game theory to analyze electric transmission pricing policies in the United States , 1992 .

[16]  Andrew Ford,et al.  Boom and Bust in Power Plant Construction: Lessons from the California Electricity Crisis , 2002 .

[17]  J. Sterman Business Dynamics , 2000 .

[18]  F. Alvarado The stability of power system markets , 1999 .

[19]  J. Forrester Industrial Dynamics , 1997 .

[20]  K. Tomsovic,et al.  Discovering Price-Load Relationships in California's Electricity Market , 2001, IEEE Power Engineering Review.

[21]  Andrew Ford Simulation Scenarios for the Western Electricity Market , 2001 .