Staff Report, "Indiana Electricity Projections: The 2007 Forecast," December 2007. Click here to download the 2007 Forecast (PDF)

Yu, Z., Bowen, B., "Integrated Energy Resource Planning Approach to the U.S. Energy Security Issues," Oil, Gas, Energy & Law, November 2007.

Yu, Zuwei, "Spatial Energy Market Risk Analysis Using Downside Risk Measures," International Journal of Electric Power and Energy Systems, Vol. 29, No. 8, October 2007.

Staff Report, "2007 Indiana Renewable Energy Resources Study," September 2007. Click here to download this report (PDF)

Preckel, P.V., Yu, Z. (Purdue University), Rupp, J.A., Hieb, F.H. (Indiana Geological Survey), "Synfuel Park/Polygeneration Plant: Feasibility Study for Indiana," prepared for the Indiana Center for Coal Technology Research, September 30, 2007. Click here to download this report (PDF) ~ Click here for Appendices A-D ~ Click here for Appendix E

Staff Report, "Clean Coal Technologies," July 2007. Click here to download this report (PDF).

Staff Report, "Energy Trends Report," July 2007. Click here to download this report (PDF)

Yu, Z., "An MIP Power Portfolio Optimization Model with Partial Movements," International Journal of Electric Power & Energy Systems (IJEPES), July 2007.

Yu, Zuwei, "Issues on Renewable Energy Development in China," Proceedings of the IEEE PES 2007 General Meeting, Tampa FL, June 2007.

Oberbeck, J., Yu, Z., Rardin, R., and Holland, F., "Modeling Regional CO₂ Control in Energy Production with Cap & Trade Regulation," Proceedings of the IEEE PES 2007 General Meeting, Tampa FL, June 2007.

Bowen, B., Irwin, M., Sparrow, F.T., Mastalerz, M.,Yu, Z., and Kramer, R., "Indiana Clean Coal Research Strategies and Programs," International Journal of Energy Sector Management, April 2007.

2006

Staff Report, "2006 Indiana Renewable Energy Resources Study," September 2006.
Click here to download the 2006 Renewables Study (PDF)

Staff Report, "The Projected Impacts of Mercury Emissions Reductions on Electricity Prices in Indiana," Prepared for the Indiana Utility Regulatory Commission and the Indiana Department of Environmental Management, September 2006.
Click here to download this report (PDF)

Staff Report, "The Projected Impacts of the Clean Air Interstate Rule on Electricity Prices in Indiana," Prepared for the Indiana Utility Regulatory Commission and the Indiana Department of Environmental Management, March 2006.
Click here to download this report (PDF)

Tuzuner, Akiner, and Yu, Zuwei, "A Stochastic Mean-Reversion Model for Analyzing World Energy Markets," Proceedings of the PCC Power Conference, Pittsburgh, PA, September 26-28, 2006.

Yu, Zuwei, "Lessons Learned from the Failed Risk Management for Investing in Natural Gas Fired Power Plants," Proceedings of the IEEE PES 2006 General Meeting, Montreal, Canada, June 2006.

Rardin, R., Yu, Z., Holland, F., Black, A., and Oberbeck, J., "Power CO₂ Capture Cost Estimates from a State Perspective: Part I - Technologies," Proceedings of the IEEE PES 2006 General Meeting, Montreal, Canada, June 2006.

Rardin, R., Yu, Z., Holland, F., Black, A., and Oberbeck, J., "CO₂ Capture Cost Estimates from a State Perspective: Part II - Electricity Price/Demand Impact on Indiana," Proceedings of the IEEE PES 2006 General Meeting, Montreal, Canada, June 2006.

Rardin, R., Yu, Z., Holland, F., Black, A., and Oberbeck, J., "Factors that Affect the Design and Implementation of Clean Coal Technologies in Indiana," Final Report prepared for the Indiana Center for Coal Technology Research, January 2006.

2005

Yu, Z, Bowen, B.H., Sparrow, F.T., Siriariyaporn, V., and Yu, L., "Integrated Energy Resources Planning for the ASEAN Countries and Southern China," Oil, Gas & Energy Law Intelligence, Vol. 3, Issue 4, December 2005.
Click here to download this report (PDF)

Staff Report, "Indiana Electricity Projections: The 2005 Forecast," Prepared for the Indiana Utility Regulatory Commission, December 2005.
Click here to download the 2005 Forecast (PDF)

Staff Report, "2005 Indiana Renewable Energy Resources Study," September 2005.
Click here to download the 2005 Renewables Study (PDF)

Staff Report, "Natural Gas Purchase Incentive Regulation and Benchmarking," Prepared for the Indiana Utility Regulatory Commission, July 2005.
Click here to download the Natural Gas Report (PDF)

Ivanic, R., Preckel, P., and Yu, Z., "Market power and welfare effect in DC power flow electricity models with thermal line losses," Decision Support Systems, 40(2005), pp. 529-542. Available online at http://www.sciencedirect.com/ .

2004

Yu, Z. and Lusan, D., "Optimal Placement of FACTS Devices Considering Losses," J. Electrical Power & Energy Systems, vol. 26(10), Dec. 2004, PP 813-820.

Staff Report, "2004 Indiana Renewable Energy Resources Study," September 2004.
Click here to download the 2004 Renewables Study (PDF)

Staff Report, "Comparison of Distributed Generation Interconnection Rules in California, Delaware, Michigan, New York, Ohio, Texas and Wisconsin," July 2004.
Click here to download this document (PDF)

2003

Staff Report, "2003 Indiana Renewable Energy Resources Study," September 2003.
Click here to download the 2003 Renewables study (PDF)

Staff Report, "Indiana Electricity Projections: The 2003 Forecast," September 2003.
Click here to download the 2003 Forecast (PDF)

Staff Report, "Indiana Natural Gas Modeling System: A Technical Report," Prepared for the Indiana Utility Regulatory Commission, June 2003.
Click here to download this report (in Adobe Reader PDF format)

Yu, Z., "An MIP Mean-Variance Method for Energy Market Risk Analysis," Energy Economics, Vol 25(3), pp 455-468, 2003.

Yu, Z., "A Market Power Model with Price Caps and DC Power Flow Constraints," International Journal of Electrical Power & Energy Systems, V. 25(4), pp. 301-307, May 2003.

2002

Yu, Z., "A Theory on the Existence of a Nash Equilibrium," IEEE PES (Power Engineering Society) Letters, IEEE Power Engineering Review, December 2002.

Gotham, D.J., IURC Cause No. 42145, Expert Testimony regarding the need for proposed new capacity from both a statewide and individual utility basis, the appropriateness of the type of proposed new capacity, and the adequacy of the bulk transmission system to transfer the output of the proposed new capacity to the customers, July 2002.

Yu, Z., "Integrated Risk Management Under Deregulation," Proceedings of the IEEE PES Summer Power Meeting 2002, Chicago, IL, July 2002.

Yu, Z., "Avoiding Congestion Charges in Spatial Electricity Competition: Part II - Applications," Proceedings of the IEEE PES Summer Power Meeting 2002, Chicago, IL, July 2002.

Yu, Z., "Avoiding Congestion Charges in Spatial Electricity Competition: Part I - Theoretical Formulation," Proceedings of the IEEE PES Summer Power Meeting 2002, July 2002, Chicago, IL.

Staff Report, "Indiana Electricity Projections: The 2002 Forecast Update," prepared for the Indiana Utility Regulatory Commission, July 2002.
Click here to download this report

Nderitu, D.G., Yu, Z., Gotham, D.J., and Sparrow, F.T., "Quantifying the Benefits of Distributed Generation in Imperfectly Competitive Electricity Markets," Proceedings of the Power System 2002 Conference: Impact of Distributed Generation, Clemson, SC, March 2002.

Yu, Z., Sparrow, F.T., Gotham, D.J., Holland, F.D., Nderitu, D.G., and Morin, T.L., "The Impact of Transmission on Imperfect Electricity Competition," Proceedings of the IEEE PES Winter Power Meeting 2001, New York, NY, January 2002.

Yu, Z., "Spatial Energy Market Risk Analysis Part II: The Spatial Risk Model," Proceedings of the IEEE PES Winter Power Meeting 2001, New York, NY, January 2002.

Yu, Z., "Spatial Energy Market Risk Analysis Part I: An Introduction to Downside Risk Measures," Proceedings of the IEEE PES Winter Power Meeting 2001, New York, NY, January 2002.

2001

Staff Report, "Indiana Electricity Projections: The 2001 Forecast," prepared for the Indiana Utility Regulatory Commission, December 2001.
Click here to download this report

Staff Report, "Factors Affecting Indiana Electricity Prices in Competitive Markets," prepared for the Indiana Utility Regulatory Commission, November 2001.
Click here to download this report

Staff Report, "Sufficiency of Indiana Generating Capacity in NO_xRetrofit Outage Periods," prepared for the Indiana Utility Regulatory Commission, November 2001.
Click here to download this report

Yu, Zuwei, "A Proposed CLP Method for Allocating Real Power Losses of Multiple Flows," IEEE PES (Power Engineering Society) Letters, IEEE Power Engineering Review, Vol. 21, No. 11, November 2001.

Sparrow, F.T., Yu, Z., and Preckel, P., "A Locational Gaming Model with CO₂ Constraints and Taxes," International Journal of Electrical Power & Energy Systems, July 2001.

Yu, Zuwei, Sparrow, F.T., and Gotham, D., "Evaluating the Effect of Mergers on Deregulated Electricity Markets," Proceedings of the Conference on Large Engineering Systems - Power Engineering, Halifax, Nova Scotia, July 2001.

Yu, Z., Sparrow, F.T., Gotham, D.J., Holland, F.D., Nderitu, D.G. "A Large Oligopoly Competition Model with an Application to the Midwest Electricity Markets," Proceedings of the IEEE PES Summer Power Meeting 2001, Vancouver, BC, July 17, 2001.

Sparrow, F.T., Bowen, B.H., Yu, Z., "Regional Hydropower Policy and Capacity Expansion Modeling for the Countries of Southern Africa," International Water Power & Dam Construction, February 2001.

Yu, Zuwei, "A Strategic Coalition Gaming Model with Spatial Formulation for Pricing Electricity Markets," IEEE PES letters, IEEE Power Engineering Review, February 2001.

2000

Morse, Adair and Yu, Zuwei, "The Effect of Electricity Deregulation on Indiana's Agriculture Economy," Purdue Agriculture Economics Report, September 2000.

Yu, Zuwei, Sparrow, F.T., Bowen, Brian, and Smardo, Frank J., "On the Convexity Issues of Hydrothermal Scheduling," International Journal of Electrical Power and Energy Systems, August 2000.

Yu, Z., Nderitu, D.G., Sparrow, F.T., Gotham, D.J., "Optimal and Reliable Dispatch of Supply and Demand Bids for Competitive Electricity Markets," Proceedings of the IEEE Power Engineering Society Summer Meeting, Seattle, WA, July 16-20, 2000.

Gotham, D.J., Holland, F.D., and Nderitu, D.G., "The Projected Impacts of NO_x Emissions Reductions on Electricity Prices: A Case Study for the State of Indiana," Utilities Policy, Vol. 9, No. 2, June 2000.

Gotham, D.J., Holland, F.D., and Nderitu, D.G., "The Projected Impacts of NO_x Emissions Reductions on Electricity Prices in Indiana," prepared for the Indiana Utility Regulatory Commission and the Indiana Department of Environmental Management, June 2000.

Yu, Z., Nderitu, G., and Smardo, F.J., "A Proposed LOSBE as a Reliability Index for Deregulated Electricity Markets," Proceedings of the IEEE PES Winter Meeting, Singapore, January 2000.

Yu, Z., Sparrow, F.T., and Morin, T.L., "A Stackelberg Price Leadership Model for Deregulated Electricity Markets," Proceedings of the IEEE PES Winter Meeting, Singapore, January 2000.

1999

Yu, Z., Sparrow, F.T., and Bowen, B.H., "Optimal Placement of FACTS Devices in Multiple Time Periods and Variable Load Conditions," Proceedings of the IASTED International Conference Power and Energy Systems, November 1999.

Staff Report, "Indiana Electricity Projections, The 1999 Forecast Summary," prepared for the Indiana Utility Regulatory Commission, October 1999.

Staff Report, "Indiana Electricity Projections, The 1999 Forecast," prepared for the Indiana Utility Regulatory Commission, October 1999.
Click here to download the 1999 Forecast

Yu, Zuwei, "A Mixed Integer Social Welfare Maximization Model and Optimal Electricity Pricing," IEEE PES Letters, IEEE Power Engineering Review, July 1999.

Yu, Zuwei, Sparrow, F.T., and Lusan, David, "Estimating Conjectural Variations of Deregulated Electricity Prices and Consumers Responses," Proceedings of the 61st American Power Conference, Chicago, V. 61, 1999.

Sparrow, F.T., Yu, Z., and Lusan, D., "Market Gaming and Market Power Mitigation Strategies," Proceedings of the 1999 IEEE PES Winter Meeting, New York, January 1999.

1998

Gotham, D.J., and Heydt, G.T., "Power Flow Control in Systems with FACTS Devices," Journal of Electric Machines and Power Systems, V. 26, No. 9, pp. 951-962, November 1998.

Staff Report, "The Projected Impact of Restructuring on Indiana Electricity Prices: An Interim Report," prepared for the Indiana Utility Regulatory Commission, May 1998.

Sparrow, F.T., Yu, Zuwei, et al., "A Multi-Regional Electricity Trade Study for Southern African Power Pool," Proceedings of the 60th American Power Conference, V. 60, 1998.

Nderitu, G., F.T. Sparrow and Zuwei Yu, "Generation Expansion Considering DC Power Flow Constraints," Proceedings of the 60th American Power Conference, V. 60, 1998.

Yu, Zuwei, and Sparrow, F.T., "Pricing Risk Analysis for Competitive Electricity Trading in Deregulated and Open Access Environments," Proceedings of the 60th American Power Conference, V. 60, 1998.

Yu, Zuwei, Sparrow, F.T., and Nderitu, G., "Mid/Long-Term Hydrothermal Scheduling Using Composite Thermal and Composite Hydro Representations," The IEE Proceedings on Generation, Transmission and Distribution, March/April, 1998.

Yu, Z., Sparrow, F.T., and Bowen, B.H., "A New Long-Term Hydro Production Scheduling Method for Maximizing the Profit of Hydroelectric Systems," IEEE Transactions on Power Systems, V. 13, No. 1, February 1998.

Gotham, Douglas J., and Heydt, G.T., "Steady State Power Flow Control and Power Flow Studies for Systems with FACTS Devices," The IEEE Transactions on Power Systems, V. 13, No. 1, February 1998.

1997

Gotham, D.J., and Heydt, G.T., "Power Flow in Systems with FACTS Devices," Journal of Electric Machines and Power Systems, 1997.

Sparrow, F.T., Yu, Z., and Bowen, B., "A New Long Term Hydro Production Scheduling Method for Maximizing the Profit of Hydroelectric Systems," IEEE Power Engineering Society Transactions, 1997.

Yu, Z., Sparrow, F.T., and Trafalis, T. "A Fast Algorithm for Security Constrained Dispatch Considering Wheeling and DC Power Flows," Proceedings of the 59th American Power Conference,V. 59-I, 1997.

Sparrow, F.T., Yu, Z., Gotham, D.J., and Gupta, R. "A Linear Mixed Integer Formulation of Multi-Area Energy Production Simulation with Unconditional Constraints," Proceedings of the 59th American Power Conference, Chicago, IL, April 2, 1997.

1996

Staff Report, "1996 Indiana Electricity Projections: An Executive Summary," prepared for the Indiana Utility Regulatory Commission, October 1996.

Staff Report, "1996 Indiana Electricity Projections," prepared for the Indiana Utility Regulatory Commission, October 1996.

Sparrow, F.T. and Stamber, K., "Projected Electricity Use by Indiana's Transportation Industry," April 1996.

Sparrow, F.T., "Competition in Indiana's Electric Industry," preparedfor the Indiana Utility Regulatory Commission, March 21, 1996.

The McKinzie Group, "Scenario-Based Energy Forecasting Model for Indiana's Primary Metals Industries: Iron and Steel Industry," January 1996.

The McKinzie Group, "Scenario-Based Energy Forecasting Model for Indiana's Primary Metals Industries: Aluminum Industry," January 1996.

The McKinzie Group, "Scenario-Based Energy Forecasting Model for Indiana's Primary Metals Industries: Foundry Industry," January 1996.

1995

Gotham, D.J., and Heydt, G.T., "FACTS: Device Models for Power Flow Studies," The Proceedings of the 27th Annual North American Power Symposium, pp. 514-519, Bozeman, Montana, October 1995.

Stamber, K.L., "A Methodology to Estimate the Cost Savings and Benefits of Improved Efficiency in Industrial Capital Motor Stock," Proceedings of the ACEEE 1995 Summer Study on Energy Efficiency in Industry, Grand Island, NY, Vol. II, pp. 389-399, August 1-4, 1995.

Michaelson, D.A., and Sparrow, F.T., "Energy Efficiency in the Metals Fabrication Industries," Proceedings of the ACEEE 1995 Summer Study on Energy Efficiency in Industry, Grand Island, NY, Vol. I, pp. 71-139, August 1-4, 1995.

Staff Report, "The 1994 Indiana Electricity Projections: Executive Summary," prepared for the Indiana Utility Regulatory Commission, May 1995.

Staff Report, "The 1994 Indiana Electricity Projections," prepared for the Indiana Utility Regulatory Commission, May 1995.

1994

Gotham, D.J., and Heydt, G.T., "The Response of Systems under AGC Using Load Forecasting Information," The Proceedings of the 26th Annual North American Power Symposium, Kansas State University, Manhattan, KS, pp. 508-516, September 26-27, 1994.

1993

Heydt, G.T., Gotham, D.J., Cearley, R.W., and Sparrow, F.T., "Tutorial on Electric Power Systems: Basics, Design and Operation," A Workshop prepared for Indiana Utility Regulatory Commission, October 26-27, 1993.

Sparrow, F.T., Haslam, E., and Smolen, H., "Water Resources Issues for the Indiana Electric Power Industry," Indiana Water Resources Research Center (Purdue University) and State Utility Forecasting Group, July 1993.

Staff Report, "Indiana Electricity Demand: Executive Summary," prepared for Indiana Utility Regulatory Commission, June 1993.

Staff Report, "Indiana Electricity Demand: Technical Appendix," prepared for Indiana Utility Regulatory Commission, June 1993.

Staff Report, "Indiana Electricity Demand: The 1993 Forecast," prepared for Indiana Utility Regulatory Commission, June 1993.

Sparrow, F.T., and McKinzie, L., "The Likely Market Potential for Electricity Saving ASD Devices," in Innovative Energy and Environmental Applications, The Fairmont Press, Inc., Chapter 23, pp. 119-126, Lilburn, GA, 1993.

Sparrow, F.T., and Schmidt, P.S., "Demand-Side Management Implications of Electrically-Based Manufacturing Technologies," Energy, Vol. 18, No. 10, pp. 1067-1076, 1993.

Sparrow, F.T., "Review of EIA's Industrial Energy Demand Model," Proceedings of the National Energy Modeling System Conference, Arlington, Virginia, (DOE/EIA-0566, May 1993), pp. 538-550, February 1-2, 1993.

1992

Sparrow, F.T., and McKinzie, L., "The Likely Market Potential for Electricity Saving ASD Device," Proceedings, 15th World Energy Engineering and 1991 World Environmental Engineering Congress, Atlanta, GA, October 28-30, 1992.

Sparrow, F.T., McKinzie, L., Lee, J., Cearley, R., and Holland, F., "The Design of DSM Incentives for the Industrial Sector," Proceedings, 1991 International Energy Efficiency and DSM Conference, Toronto, Canada, October 20-22, 1992.

Sparrow, F.T., and Schmidt, P.S., "Demand-Side Management Implications of Electrically-Based Manufacturing Technologies," Proceedings, 27th Intersociety Energy Conversion Engineering Conference, San Diego, CA, August 3-7, 1992.

Staff Report, "Electricity Demand in PSI Energy, Inc. Service Territory: 1990-2010," prepared for Indiana Utility Regulation Commission, August 1992.

Staff Report, "Electricity Demand in Indianapolis Power and Light Service Area: 1990-2010," prepared for Indiana Utility Regulatory Commission, August 1992.

Sparrow, F.T., Cearley, R., Holland, F., and McKinzie, L., "Equity, Efficiency, and Effectiveness in DSM Rate Design," The Electricity Journal, pp. 25-33, May 1992.

Staff Report, "Electricity Demand in Indianapolis Power & Light Service Area: 1990-2010," March 1992.

Mathews, A., and Randolph, J.C., "Global Climate Change, Electric Utilities and Energy Policy," School of Environmental Affairs, Indiana University, SUFG Technical Report No. 103, January 1992.

1991

Staff Report, "A Comparison of the PSI and SUFG Forecasts," November 1991.

Staff Report, "Electricity Demand in PSI Energy Inc. Service Area: 1990-2010," November 1991.

Sparrow, F.T., Cearley, R., Holland, F., and McKinzie, L., "Demand Side Management (DSM) Rate Design Issues When Utility Prices Exceed Marginal Costs," Technical Report, October 1991.

Sparrow, F.T., Cearley, R.W., Holland, F.D., McKinzie, L., Bubb, S., and Frye, E., "Analyzing Potential Impact and Cost Effectiveness of DSM Strategies for Indiana," Proceedings, EPRI's Eighth Electric Utility Forecasting Symposium: The Foundation of Planning, Baltimore, MD, EPRI TR-100396, p. 17-1 to 17-10, October 23-25, 1991.

Staff Report, "The Future of DSM in Indiana: Indiana Electric Association (IEA)," September 30, 1991.

Sparrow, F.T., Cearley, R.W., McKinzie, L., and Holland, F.D., "Average Cost Pricing, Equity, Efficiency, and DSM," Proceedings, 5th National Demand-Side Management Conference, Boston, MA, July 30-August 1, 1991.

Randolph, J.C., Fasenmaier, J., Sinski, T., Temple, K., and Reininga, K., "A Comparison of Three Emissions Control Strategies in the Electric Utility Industry in Indiana," Indiana University, Bloomington, IN, SUFG Technical Report No. 104, July 1991.

Staff Report, "An Executive Summary of the 1990 Forecast for Electricity Demand in Indiana," February 1991.

Staff Report, "Indiana Electricity Demand, The 1990 Forecast," February 1991.

1990

Sparrow, F.T., "Estimating the Response to Industrial Sector DSM Programs," Proceedings, The Demand-Side Management Conference, Halifax, Nova Scotia, Canada, September 19, 1990.

Farhangi, A., McKinzie, L., and Browsen, B.W., "Factors Affecting Cogeneration of Electricity in Indiana's Iron and Steel Industry," Energy Systems and Policy, Vol. 14, No. 3, pp. 183-194, 1990.

1989

Sparrow, F.T., Cearley, R.W., Doering, O.C., Holland, F.D., McKinzie, L., and Preckel, P., "Strategic Load Growth and Demand-Side Management," Proceedings, Demand-Side Management: Strategies for the 90s, Fourth National Conference on Utility DSM Programs, Cincinnati, OH, May 2-4, 1989.

Doering, O.C., Cearley, R.W., Frye E., Holland, F.D., McKinzie, L., Preckel, P., and Sparrow, F.T., "Assessing Industrial Electrification & Economic Development Pricing Initiatives in the Context of Demand-Side Management Concerns," Proceedings, Demand-Side Management: Strategies for the 90s, Fourth National Conference on Utility DSM Programs, Cincinnati, OH, May 2-4, 1989.

Sparrow, F.T., McKinzie, L., and Farhangi, A., "Least Cost Utility Planning Model for Analysis of Industrial Incentive Electricity Rate -- Impact on the Iron and a Steel Industry. Users Guide," March 15, 1989.

Sparrow, F.T., and Beaver, B.J., "Economic Redevelopment Rates: A Survey," Technical Report, March 1989.

1988

Mathews, A., and Randolph, J.C., "Acid Rain: Science and Public Policy," Indiana University, Bloomington, IN, December 1988.

Staff Report, "Electricity Demand for Indiana. A Summary of the 1988 Forecast of the State Utility Forecasting Group, with Projected Impacts of 'Acid Rain' Legislation," December 1988.

Mathews, A., and Randolph, J.C., "An Analysis of the Significance of Emissions Control Regulations upon the Electrical Utility Industry in the State of Indiana," Indiana University, Bloomington, IN, November 1988.

Staff Report, "Indiana Electricity Demand: The 1988 Forecast," October 1988.

Sparrow, F.T., and McKinzie, L., "Applications of Systems Engineering Principles to the Selection of Industrial Electrotechnologies," Systems Science and Engineering - Proceedings, International Conference on Systems Science and Engineering, July 26-28, 1988, Beijing, China, edited by Cheng Weimin, International Academic Publishers, pp. 543-549, 1988.

1987

Staff Report, "A Summary of the 1987 Forecast of the State Utility Forecasting Group," October 1987.

Staff Report, "Indiana Electricity Demand: The 1987 Forecast," October 1987.

1985

McKinzie, L., and Brady, R., "Indiana Manufacturing Outlook 1989-2006," July 1985.

Gotham, Douglas J., "Indiana Energy Status and SUFG Electricity Projections," Indiana Chamber of Commerce, Energy Roundtable, August 18, 2008. Click here to download this presentation (PDF).

Gotham, Douglas J., "Methods for Forecasting Energy Supply and Demand," Institute of Public Utilities, 50th Annual Regulatory Studies Program, August 11, 2008. Click here to download this presentation (PDF).

Gotham, Douglas J., "Indiana Energy Status," presented to the Indiana Chamber of Commerce, Conference on Energy Management, June 19, 2008. Click here to download this presentation (PDF).

Nderitu, David, "Indiana Energy Landscape," presented to WIndiana 2008, June 17, 2008. Click here to download this presentation (PDF).

Gotham, Douglas J., "Impacts of CO2 Restrictions on Indiana Electricity Prices," presented to the Indiana Utility Regulatory Commission, April 9, 2008. Click here to download this presentation (PDF).

Gotham, Douglas J., "Impacts of CO2 Restrictions on Indiana Electricity Prices," presented via web conference to Indiana Industrial Energy Consumers, Inc., April 2008.

Gotham, Douglas J., "Impacts of CO2 Restrictions on Indiana Electricity Prices," presented to Duke Energy, Hoosier Energy, Indiana Municipal Power Agency, and Wabash Valley Power Association, Plainfield, IN, April 2008.

Gotham, Douglas J., "Electricity Price Impacts from CO2 Restrictions," presented to the Center for Coal Technology Research, Indianapolis, IN, March 6, 2008. Click here to download this presentation (PDF).

Gotham, Douglas J., "Indiana Electricity Projections: The 2007 Forecast," presented to the Indiana Utility Regulatory Commission, December 21, 2007. Click here to download this presentation (PDF).

Gotham, Douglas J., "Energy Forecasting Methods," presented to the Indiana Utility Regulatory Commission and Indiana Office of the Utility Consumer Counselor, November 15, 2007. Click here to download this presentation (PDF).

Gotham, Douglas J., "Systems Level Forecasting," presented to the Institute of Public Utilities, East Lansing, MI, September 17, 2007. Click here to download this presentation (PDF).

Gotham, Douglas J., "State Level Forecasting Methods," presented to the Institute of Public Utilities, East Lansing, MI, September 17, 2007. Click here to download this presentation (PDF).

Gotham, Douglas J., "2007 Indiana Renewable Resources Study," presented to the Regulatory Flexibility Committee, Indiana General Assembly, Indianapolis, IN, September 12, 2007. Click here to download this presentation (PDF).

Gotham, Douglas J., "Current and Future Status of Indiana's Electricity and Natural Gas Industries," presented to the Indiana Chamber of Commece Energy Committee," Indianapolis, IN, August 15, 2007. Click here to download this presentation (PDF).

Gotham, Douglas J., "Forecasting Energy Supply and Demand," presented to the Institute of Public Utilities, Michigan State University, East Lansing, MI, August 13, 2007. Click here to download this presentation (PDF).

Gotham, Douglas J., "Indiana Energy Status: A View from 30,000 Feet," presented to the Indiana Conference on Energy Management, Indianapolis, IN, July 18, 2007. Click here to download this presentation (PDF).

Yu, Zuwei, Tuzuner, Akiner, and Preckel, Paul V., "The U.S. Coal to Clean Transportation Fuels Options: A Game Theory Assessment," invited presentation to The Energy and Transportation Panel Meeting, Detroit, MI, April 24-26, 2007. Click here to download this presentation (PDF).

2006

Rardin, R., and Yu, Z., "Synfuel Park Feasibility Study," presented to the Indiana Center for Coal Technology Research Advisory Panel meeting, Hammond, IN, December 6, 2006.

Gotham, Douglas J., "Indiana Energy Status: A View from 30,000 Feet," presented to the Indiana Conference on Energy Management, Indianapolis, IN, October 11, 2006. Click here to download this presentation (PDF)

Gotham, Douglas J., "History and Functions of the State Utility Forecasting Group," presented to the Albanian regulatory delegation, Carmel, IN, October 6, 2006.

Gotham, Douglas J., "2006 Indiana Renewable Resources Study & Indiana's Baseload Resource Needs," presented to the Regulatory Flexibility Committee of the Indiana General Assembly, Muncie, IN, September 26, 2006. Click here to download this presentation (PDF)

Gotham, Douglas J., "Overview of Indiana's Electricity and Natural Gas Industries," presented to the Indiana Chamber of Commerce Energy Committee, Indianapolis, IN, August 15, 2006.

Gotham, Douglas J., "Indiana Renewable Resources," presented to the Hoosier Energy Board of Directors, Vevay, IN, August 14, 2006.

Gotham, Douglas J., "Forecasting State Energy and Capacity Needs," presented to the 2006 Advanced Regulatory Studies Program, Institute of Public Utilities, Michigan State University, East Lansing, MI, June 8, 2006. Click here to download this presentation (PDF)

Yu, Zuwei, "Lessons Learned from the Failed Risk Management for Investing in Natural Gas Fired Power Plants," presented at the IEEE PES 2006 General Meeting, Montreal, Canada, June 2006.

Yu, Zuwei, "Power CO₂ Capture Cost Estimates from a State Perspective: Part I - Regulation on GHG Emissions & Technologies," presented at the IEEE PES 2006 General Meeting, Montreal, Canada, June 2006.

Yu, Zuwei, "CO₂ Capture Cost Estimates from a State Perspective: Part II - Electricity Price/Demand Impact on Indiana," presented at the IEEE PES 2006 General Meeting, Montreal, Canada, June 2006.

Yu, Zuwei, "Clean Coal and Gasification Research in Indiana," invited presentation for Detroit Edison's Gasification and SNG Seminar, Detroit, MI, January 26, 2006.

Gotham, Douglas J., "Indiana Electricity Projections: The 2005 Forecast," presented to the Indiana Utility Regulatory Commission, Indianapolis, IN, January 11, 2006.

2005

Holland, F.D. and Gotham, D.J., "Indiana Electricity Projections: The 2005 Forecast," presented to Wabash Valley Power Association, Indianapolis, IN, December 1, 2005.

Holland, F.D. and Gotham, D.J., "Indiana Electricity Projections: The 2005 Forecast," presented to Indianapolis Power & Light, Indianapolis, IN, November 29, 2005.

Holland, F.D., "Indiana Electricity Projections: The 2005 Forecast," presented to Indiana Industrial Energy Consumers, Indianapolis, IN, November 10, 2005.

Holland, F.D. and Gotham, D.J., "Indiana Electricity Projections: The 2005 Forecast," presented to NiSource, Merrillville, IN, November 4, 2005.

Holland, F.D. and Gotham, D.J., "Indiana Electricity Projections: The 2005 Forecast," presented to Citizens Action Coalition, Indianapolis, IN, November 3, 2005.

Holland, F.D. and Gotham, D.J., "Indiana Electricity Projections: The 2005 Forecast," presented to the Office of the Utility Consumer Counselor, Indianapolis, IN, November 3, 2005.

Holland, F.D. and Gotham, D.J., "Indiana Electricity Projections: The 2005 Forecast," presented to American Electric Power, West Lafayette, IN, November 2, 2005.

Holland, F.D. and Gotham, D.J., "Indiana Electricity Projections: The 2005 Forecast," presented to Vectren, Evansville, IN, November 1, 2005.

Gotham, D.J., "Status of Indiana's Electricity and Natural Gas Industries," presented to the Indiana Chamber of Commerce Energy Committee, Indianapolis, IN, October 31, 2005.

Holland, F.D., "Indiana Electricity Projections: The 2005 Forecast," presented to the Indiana Manufacturers Association, Indianapolis, IN, October 31, 2005.

Holland, F.D. and Gotham, D.J., "Indiana Electricity Projections: The 2005 Forecast," presented to Cinergy, Plainfield, IN, October 25, 2005.

Gotham, Douglas J., "2005 Indiana Renewable Resources Study," presented to the Regulatory Flexibility Committee, Indiana State Legislature, Indianapolis, IN, September 8, 2005. Click here to download this presentation (PDF)

Yu, Z., Black, A., and Rardin, R., "The Role of IGCC in the Global Energy Markets," in Proceedings of the IEEE PES (Power Engineering Society) General Meeting 2005 San Francisco, USA, June 12-16, 2005.

Gotham, Douglas J., "Indiana Electric Utility Infrastructure," presented to the Indiana Society of Professional Engineers, Indianapolis, IN, May 29, 2005. Click here to download this presentation (PDF)

Rardin, R. L. and Gotham, D.J., "Forecasts of Indiana Electricity Capacity Requirements," presented to Indiana House Ways and Means Committee, February 2005.

Yu, Z., Black, A., and Rardin, R., "The Role of IGCC in the Global Energy Markets: Part II - Economics and Managing Risks Using Option Spreads," accepted for presentation (and publication in Proceedings of) the IEEE PES (Power Engineering Society) General Meeting 2005 San Francisco.

2004

Gotham, Douglas J., "Electricity and Natural Gas Linkages: A Forecasting Perspective," presented at the 36th Annual Regulatory Policy Conference, Institute of Public Utilities, Charleston, SC, December 7, 2004. Click here to download this presentation (PDF)

Gotham, Douglas J., "Indiana Electricity Needs," presented to League of Woman Voters of Greater Lafayette, Lafayette, IN., January 29, 2004.

Yu, Z., and Uluca, B., "An Oligopoly Competition Model with Probabilistic Inflow and Demand Representations," International Conference on Probability/Stochastic Method with Applications to Power Systems, 2004.

Yu, Z., "A Probabilistic unit Maintenance Scheduling Model with State Space Reduction," Proceedings IEEE PES 2004 General Meeting, 2004.

Yu, Z., "A Large Hydrothermal Unit Maintenance Scheduling Model with Safety and Security Constraints," Proc. IEEE PES General Meeting 2004.

2003

Gotham, Douglas J., "Indiana Electricity Projections: The 2003 Forecast," presented to Indiana Coal Council, Indianapolis, IN, December 11, 2003.

Rardin, Ronald L., "Indiana Electricity Projections: The 2003 Forecast," presented to Regulatory Flexibility Committee, Indiana State Legislature, Carmel, IN, September 29, 2003.

Gotham, Douglas J., "Indiana Electricity Projections: The 2003 Forecast," presented to Indiana Utility Regulatory Commission, Indianapolis, IN, September 17, 2003.

Ivanic, R., Preckel, P., and Yu, Z., "A Stochastic Oligopoly Model for Market Power and Welfare Effects Modeling with Transmission and Losses," Proc. IASTED September 2003, Spain.

Staff, "Indiana Natural Gas Modeling System: A Technical Report," presented to Indiana Utility Regulatory Commission, Gas Price Forum, July 10, 2003.

Nderitu, D., "Indiana Natural Gas Modeling System: A Technical Report," presented to Vectren, Indianapolis, IN, May 2, 2003.

Nderitu, D., "Indiana Natural Gas Modeling System: A Technical Report," presented to NiSource, Merrillville, IN, April 11, 2003.

Nderitu, D., "Indiana Natural Gas Modeling System: A Technical Report," presented to Citizens Gas and Coke Utility, Indianapolis, IN, March 18, 2003.

Nderitu, D., "Indiana Natural Gas Modeling System: A Technical Report," presented to Indiana Utility Regulatory Commission, Indianapolis, IN, February 10, 2003.

2002

Sparrow, F.T. and Holland, F.D., "The Supply and Demand for Indiana Electric Energy," presented to Indiana Conference on Energy, Indianapolis, IN, October 1, 2002.

Staff, "The History and Functions of the State Utility Forecasting Group (SUFG)," presented to the West Africa Power Pool Delegates, West Lafayette, IN, August 21, 2002.

Staff, "Forecasting the Demand and Supply of Natural Gas in Indiana: A Progress Report," presented to the Indiana Utility Regulatory Commission, Indianapolis, IN, August 9, 2002.

Sparrow, F.T. and Holland, F.D., "Modeling Presentation to Indiana-American Water Co.," presented to Indiana-American Water Co., West Lafayette, IN, July 2, 2002.

Gotham, D.J., "Retirements, Repowering and New Construction: The Expected Impact on Coal and Natural Gas Demand," presented to the Indiana Coal Mining Institute, Evansville, IN, May 17, 2002. Click here to download this presentation

2001

Gotham, D.J., "Deregulation of the Electric Utilities: California Comparisons," presented to the Indiana Society of Mining and Reclamation, Jasper, IN, December 4, 2001. Click here to download this presentation

Holland, F.D.,"Indiana Electricity Projections: The 2001 Forecast," presented to Indiana Utility Regulatory Commission, Indianapolis, IN, November 20, 2001.

Sparrow, F.T., "Factors Affecting Indiana Electricity Prices in (Not So?) Competitive Wholesale Markets," presented to the 2001 Indiana Energy Conference, November 8, 2001, Indianapolis, IN.

Holland, F.D., "Indiana Electricity Projections: The 2001 Forecast," presented to Indiana Industrial Energy Consumers, Indianapolis, IN, October 11, 2001.

Holland, F.D., "Indiana Electricity Projections: The 2001 Forecast," presented to Office of Energy Policy, Indianapolis, IN, October 10, 2001.

Holland, F.D., "Indiana Electricity Projections: The 2001 Forecast," presented to AFL/CIO, Indianapolis, IN, October 10, 2001.

Holland, F.D.,"Indiana Electricity Projections: The 2001 Forecast," presented to Hoosier Energy Rural Electric Cooperative, West Lafayette, IN, October 8, 2001.

Holland, F.D., "Indiana Electricity Projections: The 2001 Forecast," presented to Indiana Municipal Power Agency, West Lafayette, IN, September 27, 2001.

Holland, F.D., "Indiana Electricity Projections: The 2001 Forecast," presented to American Electric Power, West Lafayette, IN, September 26, 2001.

Holland, F.D., "Indiana Electricity Projections: The 2001 Forecast," presented to Indianapolis Power & Light, West Lafayette, IN, September 25, 2001.

Holland, F.D., "Indiana Electricity Projections: The 2001 Forecast," presented to the Citizens Action Coalition, Indianapolis, IN, September 6, 2001.

Sparrow, F.T., "Factors Affecting Indiana Electricity Prices in (Not So?) Competitive Wholesale Markets," presented to the Citizens Action Coalition, Indianapolis, IN, September 6, 2001.

Sparrow, F.T., "Projections of Indiana Electricity Supply and Demand," presented to the Regulatory Flexibility Committee, Indianapolis, IN, August 23, 2001.

Yu, Zuwei, "A Large Oligopoly Competition Model with an Application to the Midwest Electricity Markets," presented at the IEEE Summer Meeting, 2001, July 18, 2001.

Sparrow, F.T. and Yu, Zuwei, "Simulating the Impact of Mergers and Other Wholesale Electricity Prices in Indiana," presented to the Electric Power Industry Special Institute Conference, July 10-14, 2001, Halifax, Canada.

Gotham, D.J., "Factors Affecting Indiana Electricity Prices in (Not So?) Competitive Wholesale Markets," presented to the Indiana Industrial Energy Consumers Inc., Indianapolis, IN, July 12, 2001.

State Utility Forecasting Group, "Factors Affecting Indiana Electricity Prices in (Not So?) Competitive Wholesale Markets," presented to CINergy, June 29, 2001.

Gotham, D.J., and Sparrow, F.T., "Indiana's Current and Future Energy Reserves," presented to the Indiana Energy Summit, Logansport, IN, June 19, 2001.

Gotham, Douglas J., "Can it Happen Here? The California Electricity Crisis and the Situation in the Midwest," Lafayette Lions Club, West Lafayette, IN, May 23, 2001.

Sparrow, F.T., "The Demand for Coal by Indiana Electric Utilities: Current Status and Likely Future Developments," presented to the Indiana Coal Mining Institute, Owensboro, KY, May 18, 2001.

Gotham, Douglas J., "The Midwest Electricity Supply Situation," Wabash Valley Power Authority C & I Symposium, invited speaker, Kendallville, IN, May 17, 2001.

Sparrow, F.T., "Meeting our Electricity Demands: The Supply Side," presented to the Indiana Energy Workshop, Indianapolis, IN, May 10, 2001.

Sparrow, F.T., and Gotham, D.J., "Midwest Market Power Assessment," presented to the Midwest ISO and Alliance RTO, Indianapolis, IN, May 3, 2001.

Gotham, Douglas J., "Can It Happen Here? The California Electricity Crisis and the Situation in the Midwest," Tecumseh Kiwanis Club, West Lafayette, IN, April 23, 2001.

Gotham, Douglas J., "Midwest Market Power Monitoring," invited speaker, National Regulatory Research Institute Market Power Conference, Columbus, OH, April 10, 2001.

Sparrow, F.T., "Midwest Market Power Assessment," presented at the National Regulatory Research Institute Market Power Conference, Columbus, OH, April 10, 2001.

Sparrow, F.T., D.J. Gotham, Ken Rose, Dan Kovenock, and Tim Cason, "Performing the Independent Market Monitor Function for the Midwest Independent Transmission Operators, Inc.," presented to the Midwest ISO, Indianapolis, IN, February 6, 2001.

Staff, "SUFG 2000 Studies on Electricity Restructuring," presented to the Indiana Utility Regulatory Commission, Indianapolis, IN, February 2, 2001.

Sparrow, F.T., and D.J. Gotham, "Costs Associated with the Regulation Ancillary Service," presented to NIPSCO, Merrillville, IN, February 1, 2001.

2000

Gotham, D.J., "Competitive Electricity Market Prices and Imperfections," presented to the Indiana Industrial Energy Consumers Inc. annual planning retreat, Fishers, IN, December 7, 2000.

Sparrow, F.T., "The Future of Merchant Power Plants," presented to the 14th Annual Surface Mined Land Reclamation Technology Transfer Seminar, Jasper, IN, December 5, 2000. Click here to download this presentation

Gotham, D.J., "Midwest Market Monitoring," presented to the Public Utility Commission of Ohio, Columbus, OH, November 28, 2000.

Zuwei, Yu, "Power Marketing Seminar," presented to Houston Power Marketers, November 24, 2000.

Sparrow, F.T., "Will Competition in the Generation of Electricity Increase or Decrease Indiana Electricity Prices?" presented at Environmental Science Seminar Series, November 2, 2000.

Staff, "Traditional Forecasting Methodology and Models for Simulating Restructuring Wholesale Electricity Markets," presented to the Japanese Delegation, Purdue University, West Lafayette, IN, October 26, 2000.

Sparrow, F.T., "The Forecast Demand and Supply of Electric Power," presented to the Illinois Basic Coal Symposium, Indianapolis, IN, October 25, 2000.

Gotham, D.J., "State Utility Forecasting Group Forecasting Models and Data Requirements," presented to the Indiana Utility Regulatory Commission Reliability Proceeding (Session 5), Indianapolis, IN, October 5, 2000.

Sparrow, F.T., "The Forecast Demand and Supply of Electric Power," presented to the Indiana Conference on Energy Management, September 26, 2000.

Sparrow, F.T., "The Forecast Demand and Supply of Power and Its Implications for the Coal Industry, presented to Purdue Cooperative Extension Service, Marion, IN, September 21, 2000.

Sparrow, F.T., "Forecast Demand and Supply of Power and Its Implications for the Coal Industry," presented at the 2000 Indiana Energy Conference, Indianapolis, IN, September 19, 2000.

Sparrow, F.T., and D.J. Gotham, "Midwest Market Monitoring: A Preliminary Proposal," presented to the Midwest ISO, Indianapolis, IN, August 17, 2000.

Sparrow, F.T., "Natural Gas Modeling," Sandia National Laboratories, Albuquerque, NM, August 7-8, 2000.

Morse, B.A., and Yu, Zuwei, "A Market Power Model with Demand Flexibility Over Time for Deregulated Electricity Markets, presented at the IEEE 2000 Summer PES Meeting, Seattle, WA, July 17-20, 2000.

Yu, Zuwei, F.T. Sparrow, D.J. Gotham, and D.G. Nderitu, "Optimal and Reliable Dispatch of Supply and Demand Bids for Competitive Electricity Markets," presented at the IEEE 2000 Summer PES Meeting, Seattle, WA, July 16-20, 2000.

Staff, "SUFG's Progress on Market Power Modeling," presented at the Second Midwest Market Power Workshop, Indianapolis, June 22-23, 2000.

Sparrow, F.T., "Deregulation in Indiana: Is Competition Good or Bad for Indiana Ratepayers," presented at the Electric Power Industry Special Institute, Columbus, OH, June 21-22, 2000.

Sparrow, F.T., "Indiana Electricity Projections: The 1999 Forecast," presentation to the Logansport Kiwanis Club, Logansport, IN, May 9, 2000.

Staff, "Indiana Electricity Projections: The 1999 Forecast," presentation to the Indiana Chamber of Commerce, Indianapolis, IN, April 27, 2000.

Sparrow, F.T., "LS Power Project," presentation to the Bartholomew County (Indiana) Farm Bureau, January 27, 2000.

Staff, "Midwest Market Power Workshop," prepared and hosted workshop for utility commissioners' employees, held at Purdue University, West Lafayette, IN, January 11-12, 2000.

1999

Sparrow, F.T., "Indiana Electricity Projections: The 1999 Forecast," presentation to the American Society of Mechanical Engineers, Greenwood, IN, December 1, 1999.

Staff, "Indiana Electricity Projections: The 1999 Forecast," presentation to the Citizens Action Coalition, Indianapolis, IN, September 15, 1999.

Sparrow, F.T., "Indiana Electricity Projections: The 1999 Forecast," presentation to the Indiana Farm Policy Study Group, Purdue University, West Lafayette, IN, July 13, 1999.

Staff, "Indiana Electricity Projections: The 1999 Forecast," presented to Southern Indiana Gas & Electric Company, Evansville, IN, July 8, 1999.

Staff, "Indiana Electricity Projections: The 1999 Forecast," presented to American Electric Power, Fort Wayne, IN, July 2, 1999.

Staff, "Indiana Electricity Projections: The 1999 Forecast," presented to Wabash Valley Power Authority, Indianapolis, IN, July 1, 1999.

Staff, "Indiana Electricity Projections: The 1999 Forecast," presented to Indiana Municipal Power Agency, Carmel, IN, July 1, 1999.

Staff, "Indiana Electricity Projections: The 1999 Forecast," presented to Northern Indiana Public Service Company, Merrillville, IN, June 30, 1999.

Staff, "Indiana Electricity Projections: The 1999 Forecast," presented to Indianapolis Power & Light, Indianapolis, IN, June 28, 1999.

Staff, "Indiana Electricity Projections: The 1999 Forecast," presented to Cinergy, Plainfield, IN, June 28, 1999.

Gotham, D.J., "Summer 1999 Forecast," invited speaker, Indiana Industrial Energy Consumers 1999 Energy Workshop, Indianapolis, IN, May 13, 1999.

Staff, "1999 Indiana Electricity Projections," presented to Indiana Utility Regulatory Commission Staff, April 1, 1999.

Sparrow, F.T., and Gotham, D.J., "The 1999 State Forecast," Indiana AFL-CIO Executive Board Meeting, Indianapolis, IN, March 22, 1999.

Lusan, David, Yu, Zuwei, and Sparrow, F.T., "Mitigating Market Power Abuses in a Deregulated Electricity Market," presented at the IEEE 1999 Winter PES Meeting, New York, January-February 1999.

1998

Sparrow, F.T., and Gotham, D.J., "The Projected Impact of Restructuring on Indiana Power Needs and Prices," Commonwealth Edison Company, Lombard, IL, December 16, 1998.

Sparrow, F.T., "Utility Restructuring and Deregulation," presentation to INDIEC, Indianapolis, IN, December 10, 1998.

Sparrow, F.T., "Utility Deregulation," presentation to the League of Women Voters, Lafayette, IN, November 17, 1998.

Sparrow, F.T., "The Projected Impact of Restructuring on Indiana Power Needs and Prices," Department of Agricultural Economics Brown Bag Luncheon Series, Purdue University, November 5, 1998.

Sparrow, F.T., "Utility Restructuring," Keeping the Lights On, 98th IACT Annual Conference, Indianapolis, IN, October 12, 1998.

Gotham, D.J., "Alleviating Transmission Congestion Using FACTS Devices," invited speaker, University of Illinois Urbana-Champaign power systems seminar, Urbana, IL, April 6, 1998.

Gotham, D.J., "The Projected Impact of Restructuring on Indiana Electricity Prices," invited speaker, Midwest Builders Convention, Indianapolis, IN, February 19, 1998.

Sparrow, F.T., "Utility Restructuring," AFL-CIO Executive Board, Indianapolis, IN, February 17, 1998.

Gotham, D.J., "Alleviating Transmission Congestion Using FACTS Devices," invited speaker, University of Missouri-Rolla power systems seminar, Rolla, MO, February 12, 1998.

Staff, "The Projected Impact of Restructuring on Indiana Electricity Prices," Kentucky Public Service Commission, Frankfort, KY, January 19, 1998.

1997

Sparrow, F.T., "Impact of Electricity Restructuring on Indiana Coal Use: The Good News and the Bad News," Indiana Society of Mines and Reclamation, Vincennes, IN, December 9, 1997.

Sparrow, F.T., "The Projected Impact of Restructuring on Indiana Electricity Prices," INDIEC, Indianapolis, IN, December 4, 1997.

Sparrow, F.T., "The Projected Impact of Restructuring on Indiana Electricity Prices," Ag Round Table, Indianapolis, IN, November 17, 1997.

Sparrow, F.T., "The Projected Impact of Restructuring on Indiana Electricity Prices," IE 697 Seminar, School of Industrial Engineering, Purdue University, West Lafayette, IN, November 11, 1997.

Sparrow, F.T., "Bid/Acceptance Strategy for Electric Power Costing," ACEPS meeting, Kansas City, MO, November 6, 1997.

Sparrow, F.T., "The Projected Impact of Restructuring on Indiana Electricity Prices," Cinergy, Plainfield, IN, October 30, 1997.

Sparrow, F.T., "Utility Restructuring and Deregulation: Should Indiana Gainers Compensate Indiana Losers," Krannert School of Management, Purdue University, West Lafayette, IN, October 17, 1997.

Sparrow, F.T., "Utility Restructuring and Deregulation: Should Indiana Gainers Compensate Indiana Losers," National Regulatory Research Institute, Columbus, OH, October 9, 1997.

Gotham, D.J., and Heydt, G.T., "Steady State Power Flow Control and Power Flow Studies for Systems with FACTS Devices," presented at the IEEE Summer Power Meeting, Berlin, Germany, July 1997.

Sparrow, F.T., "Utility Restructuring and Deregulation," INDIEC, Indianapolis, IN, June 13, 1997.

Sparrow, F.T., "Utility Restructuring and Deregulation: The Likely Impact on the Gas Industry," Midwest Industrial Gas Council, Spring Meeting, West Lafayette, IN, June 5, 1997.

Sparrow, F.T., "Blue Sky" session (moderator), ACEPS meeting, Merrillville, IN, May 16, 1997.

Sparrow, F.T., "Pricing of Ancillary Services and Wheeling," ACEPS meeting, Merrillville, IN, May 15, 1997.

Sparrow, F.T., "The Pros and Cons of Electric Utility Deregulation," Annual Meeting of the Purdue Electric Power Center (PEPC), Purdue University, West Lafayette, IN, April 17, 1997.

Sparrow, F.T., "Utility Restructuring and Deregulation: Can Indiana Gainers Compensate Indiana Losers," Utility Restructuring and Deregulation: What It Means to Me, Electric League of Indiana, Inc., Indianapolis, IN, April 17, 1997.

Sparrow, F.T., "A Linear Mixed Integer Formulation of Multi-Area Energy Production Simulation with Unconditional Constraints," American Power Conference, Chicago, IL, April 2, 1997.

Sparrow, F.T., "Energy Use in Manufacturing," Energy Efficiency Workshop for Slovenske Elektrarne, Bratislava, Slovak Republic, March 18-20, 1997.

Sparrow, F.T., "Energy Efficiency Opportunities in Key Industries," Energy Efficiency Workshop for Slovenske Elektrarne, Bratislava, Slovak Republic, March 18-20, 1997.

Sparrow, F.T., "Competition in Indiana's Electric Industry," INDIEC, Indianapolis, IN, March 14, 1997.

Sparrow, F.T., "1996 Indiana Electricity Projections," Dept. of Utilities, Heat and Power, Purdue University, January 29, 1997.

1996

Sparrow, F.T., "The Likely Impact of Electricity Competition on Indiana Ratepayers," seminar, The School of Management, Purdue University, October 17, 1996.

Sparrow, F.T., "Analysis of Increased Prices on the Aluminum Industry in Selected Regions of the World," group member, Working Group-Aluminum Industry meeting, Argonne National Laboratory, Washington, D.C., June 27, 1996.

Sparrow, F.T., "Energy Efficiency in the Metal Finishing Industry," panel member, Session XV, 18th National Industrial Energy Technology Conference, Houston, TX, April 16-17, 1996.

Sparrow, F.T., "Evaluating Energy Subsidies," Industrial Sector Energy Efficiency Workshop, sponsored by the U.S. Department of Energy, Washington, DC, March 5, 1996.

1995

Sparrow, "Evaluating Energy Subsidies," Information for Today's Policy Choices, sponsored by the U.S. Department of Energy, Washington, D.C, September 6-7, 1995.

Sparrow, F.T., "How Does Industry Interface with Others to Promote Energy Efficiency," Roundtable Discussion, ACEEE 1995 Summer Study on Energy Efficiency in Industry, "Partnerships, Productivity and the Environment," Grand Island, NY, August 1-4, 1995.

1994

Sparrow, F.T., "The Rebirth of Industrial Energy Efficiency as a National Priority," Keynote Speech, Indiana Department of Commerce, Indianapolis, IN, October 5, 1994.

Sparrow, F.T., "Electrification and Economic Growth -- A Two-Way Street," Mexico City, Mexico, September 8, 1994.

Sparrow, F.T., and McKinzie, L., "The Future of Indiana Coal," presented to the Indiana Mining Institute Annual Meeting, Evansville, IN, April 8, 1994.

1993

Heydt, G.T., Gotham, D.J., Cearley, R.W., and Sparrow, F.T., "Tutorial on Electric Power Systems: Basics, Design and Operation," A Workshop prepared for Indiana Utility Regulatory Commission, October 26-27, 1993.

Sparrow, F.T., "Workshop on Partnerships for Industrial Productivity through Energy Efficiency," member of steering committee and roundtable panel, Portland, OR, September 21, 1993.

Sparrow, F.T., "White House Conference on Global Climate Change," Industrial Demand Workshop participant, Washington, D.C., July 9, 1993.

1992

Sparrow, F.T., "Energy, Electricity, and Demand-Side Management," presented at the VI Latin-Ibera-American Meeting on Operations Systems and Systems Engineering, Mexico City, Mexico, October 8, 1992.

Staff Report, "The Proper Design of DSM Incentives," presented at the Least Cost Planning Conference, Washington, D.C., April 7-8, 1992.

Sparrow, F.T., "Marginal Cost Pricing as a Solution to Equity Problems," presented at Washington Gas Company's Least Cost Planning Workshop, Washington, D.C., April 7-8, 1992.

Sparrow, F.T., "DSM and Cross-Subsidies," presented to INDIEC, Indianapolis, IN, February 13, 1992.

1991

State Utility Forecasting Group, "A Training Workshop," presented to the Indiana Utility Regulatory Commission, West Lafayette, IN, July 29-August 1, 1991.

Sparrow, F.T., and McKinzie, L., "Predicting Electricity Use by the Iron & Steel Industry Using Mathematical Programming," presented at the Joint International Meeting of TIMS XXX and SOBRAPO XXIII, Rio de Janeiro, July 15-17, 1991.

Sparrow, F.T., McKinzie, L., McKinzie, A., Cearley, R., Holland, F., and Degner, P., "Experiments with a Model of the Indiana Iron and Steel Industry," presented at the Joint International Meeting, TIMS XXX - SOBRAPO XXIII, Rio de Janeiro, Brazil, July 15-17, 1991.

1990

Sparrow, F.T., "Industrial Electrification," presented at the Market Research Training Seminar, sponsored by the Edison Electric Institute, St. Louis, MO, October 24, 1990.

Sparrow, F.T., "Targeting Electric Utility DSM Energy Conservation Programs in the Industrial Sector," presented to the Indiana Utility Regulatory Commission, Indianapolis, IN, July 1990.

Sparrow, F.T., "Future for Electrical Energy and Its Impact on the Materials Industry," speaker, Calumet Chapter of ASM International, Schererville, IN, May 10, 1990.

Sparrow, F.T., Schmidt, P., McCallister, R., and Lenagh, W., "Targeting Electric Utility DSM Energy Conservation Programs in the Industrial Sector," presented at the Innovations in Pricing and Planning Conference, May 1990.

Sparrow, F.T., "Industrial Load Growth for the 1990s," panel member, Evening Forum Panel, 52nd American Power Conference, Chicago, IL, April 23, 1990.

1989

Sparrow, F.T., "Demand-Side Management and Conservation Views and Thoughts: A Panel," panel member, Indiana Industrial Energy Consumers, Inc., Some Basics in Utility Regulation: A Seminar, Indianapolis, IN, December 8, 1989.

Sparrow, F.T., "Electricity Demand Implications of Least Total Cost Planning Models for Iron & Steel Mills," presented at the 1989 Association of Iron and Steel Engineers Annual Convention, Pittsburgh, PA, September 20, 1989.

Sparrow, F.T., "Least Cost Utility Planning: Equity and Efficiency Trade-offs Associated with Economic Development Rates," program speaker, Least Cost Utility Planning Conference, Purdue University, West Lafayette, IN, March 28-29, 1989.

1988

Doering, O.C., "Incentive Rates to the Indiana Steel Industry as a Least Cost Utility Planning Tool: Preliminary Results," presented at the DOE Least Cost Utility Planning Project Meeting, Grand Aspen Hotel, April 13-14, 1988.

1986

Sparrow, F.T., "Our Electric Power Future: Regulating for the 1990s," panel discussion, sponsored by the Hoosiers for Economic Development Committee, Indianapolis, IN, November 19, 1986.

Sparrow, F.T., "Regional Electricity Policy: Enhancing Economic Growth," panel discussion, sponsored by the Northeast Midwest Institute, Itasca, IL, May 30, 1986.

PhD Dissertations

Rapeeporn Wongsiriroj
Major Professor: Sparrow
“Investigation of market power in natural gas system”
May 2007

Anthony F. Black
Major Professor: Sparrow
“Evaluation of technology options for future coal based power plants”
December 2006

Basak Uluca
Major Professor: Sparrow/Rardin
“Modeling strategic competition in hydro-thermal electricity generation markets with cascaded reservoir-hydroelectric generation plants”
May 2006

Tarik Aouam
Major Professor: Rardin
“Incentive contracts using simulation benchmarks for natural gas local distribution companies regulation”
August 2005

Veeradech Siriariyaporn
Major Professor: Sparrow
“Reducing the cost of serving uncertain loads via the portfolio of supply contracts”
May 2005

Muhammad Al-Salamah
Major Professor: Sparrow
“A cross-border natural gas supply system to support the electricity industry in the countries of the Gulf Cooperation Council -- GCC: A large scale mixed integer linear mathematical programming model of the production, transportation, and storage of natural gas”
December 2004

Ramu Naidoo
Major Professor: Sparrow/Rardin
“Planning models for electric transmission network expansion”
August 2004

Le-Ren Chang-Chien
Major Professor: Ong
“An automatic generation control with adaptive frequency bias setting for current NERC performance standard”
December 2002

Naeb-boon Hoonchareon
Major Professor: Ong
“Feasibility of decomposing one-minute average area control error for apportioning load-frequency regulation costs”
August 2000

Pei-Chun Lin
Major Professor: Sparrow
“Estimating the energy demand of industrial HVAC”
December 1999

David G. Nderitu
Major Professor: Sparrow
“Electric utility capacity expansion planning model incorporating power flow equations”
May 1999

Jen-hung Wang
Major Professor: Sparrow
“The value of perfect information in power system planning problems”
December 1998

Brian H. Bowen
Major Professor: Sparrow
“Short-term benefits from central unit commitment and dispatch: applications to the Southern African Power Pool”
August 1998

Farqad AlKhal
Major Professor: Sparrow
“Artificial neural networks for long-term electric load modeling & forecasting”
August 1998
 
Kevin L. Stamber
Major Professor: Sparrow
“Forecasting industrial motor stock: economic theory and policy analysis”
May 1998

Thomas Cheong-Yuen Leung
Major Professor: Sparrow
“The world iron and steel industry and its impacts on Indiana iron and steel and electric utility industries”
December 1997

Douglas J. Gotham
Major Professor: Heydt
“Flexible AC transmission systems in power network analysis and for power flow control”
December 1996

Peter M. Boerger
Major Professor: Sparrow
“Engineering economic model of optimal manufacturing technology selection in a framework of concurrent engineering: theory and application to industrial electrification”
December 1996

Thomas F. Brady
Major Professor: Sparrow
“Prescriptive simulation: a heuristic approach”
December 1996

Julien S. Lee
Major Professor: Sparrow
“Integration of the steel and electricity industries using price and load information exchange”
December 1995

Masters Theses

Jesse M. Oberbeck
MSIE
Major Professor: Rardin
“Electric power production in a carbon constrained environment”
December 2006

Fei Li
MSIE
Major Professor: Rardin/Muthuraman
“Regulation of natural gas distribution using policy benchmarks in a multi-period framework”
December 2006

Rapeeporn Wongsiriroj
MSIE
Major Professor: Sparrow
“Mathematical programming model of gas production, transmission, storage use, and capacity expansion”
August 2003

Akiner Tuzuner
MSIE
Major Professor: Morin
“A spatial gaming model of oligopoly competition in electricity markets with multiple nodal consumers”
August 2002

Frank J. Smardo
MSIE
Major Professor: Sparrow
“Spatial subsidies under competition within the ECAR-MAIN power system”
December 2001

David A. Lusan
MSIE
Major Professor: Sparrow
“An analysis of electricity prices under deregulation”
May 2001

Veeradech Siriariyaporn
MSECE
Major Professor: Ong
“Determining the cost of the regulation ancillary service in the presence of highly varying loads”
August 2001

Nurhadi Siswanto
MSIE
Major Professor: Sparrow
“Modeling capacity expansion under uncertainty: a case study of the Southern African Power Pool”
May 2000

Basak Uluca
MSIE
Major Professor: Sparrow
“Profit maximization vs. welfare maximization in a long term electricity generation model”
May 2000

Iris Prasetyo
MSIE
Major Professor: Sparrow
“Optimization of the Java-Bali electric power system”
December 1999

Maliki
MSIE
Major Professor: Sparrow
“Electricity capacity expansion in west Java”
December 1998

Pamela L. Niedzwiecki
MSIE
Major Professor: Sparrow
“Estimating the impact of central economic dispatch in Indiana electric utilities”
May 1996

Muhannad A. Matouk
MSIE
Major Professor: Sparrow
“A hybrid simulation/optimization model in the context of capacity planning”
December 1994

Kevin L. Stamber
MSIE
Major Professor: Sparrow
“A methodology to simulate the optimal selection of industrial capital motor stock”
August 1994

Hari S. Abhyankar
MSIE
Major Professor: Sparrow
“Electric utility behavior in the presence of rate based regulation: A mixed integer nonlinear programming model”
May 1994

Douglas J. Gotham
MSEE
Major Professor: Heydt
“Automatic generation control response in power systems using short term load forecasting information”
December 1993

David G. Nderitu
MSIE
Major Professor: Sparrow
“Optimal capacity expansion of Kenya’s energy (electrical) supply”
August 1993

Thomas F. Brady
MSIE
Major Professor: Sparrow
“The development of a cost based capacity planning hierarchy”
May 1991