INDIANA UTILITY DEMAND & RATES FORECAST

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INDIANA UTILITY DEMAND & RATES FORECAST Presented to: Solar Energy Applications for Agriculture Workshop Rochester, IN Presented by: Douglas Gotham November 12, 2014 1

Highlights 2013 forecast growth is lower than in previous forecasts due to increases in efficiency Higher prices reduce customer usage Utility DSM Efficiency standards Resource requirements are lower than in previous forecasts Additional resources needed by 2016 2

Indiana Electricity Requirements Retail sales by investor owned and not-for-profit utilities Includes estimated transmission and distribution losses Growth rates 2013 forecast: 0.74% 2011 forecast: 1.30% 2009 forecast: 1.55% GWh 160000 140000 120000 100000 80000 60000 40000 20000 0 History 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 Year 2009 2013 (Current ) 3 2011

Energy Efficiency Programs SEA 340 will affect the forecast If the utility DSM programs are added back in, energy grows at 1.17% per year This does not include the impact of prices changing 160000 140000 120000 100000 GWh 80000 60000 40000 20000 0 History 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 Year 2013 without EE 2013 with EE programs 4

Indiana Peak Demand Requirements Peak demand is net of DSM (Energy Efficiency and Demand Response loads) Growth rates MW 2013 forecast: 0.90% 2011 forecast: 1.28% 2009 forecast: 1.61% 30000 25000 20000 15000 10000 5000 0 History 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 Year 2009 2013 (Current ) 2011 5

Indiana Resource Requirements Resources may be provided by conservation measures, contractual purchases, purchases of existing assets, or new construction Existing resources are adjusted into the future for retirements, contract expirations, and IURC approved new resources MW 30000 25000 20000 15000 10000 5000 0 SUFG Required Resources Projected Demand with 18.3 Percent Reserve Margin 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 Year Existing Resources 6

Uncontrolled Demand Net Peak Existing/ Incremental Projected Additional Total Reserve Peak Response 2 Demand 3 Approved Change in Resource Requirements 6 Resources 7 Margin 8 Demand 1 Capacity 4 Capacity 5 Peaking Cycling Baseload Total (percent) 2011 23,326 2012 19,888 1,205 18,683 23,406 80 20 80 20 120 23,526 26 2013 19,777 1,296 18,481 23,899 493 10 30-40 23,939 30 2014 19,718 1,329 18,389 23,781-119 10 30-40 23,821 30 2015 19,769 1,357 18,412 22,034-1747 20 50-70 22,104 20 2016 19,823 1,371 18,452 21,512-523 130 160 120 410 21,922 19 2017 20,011 1,381 18,631 21,512 0 200 220 210 630 22,142 19 2018 20,208 1,390 18,818 21,568 56 190 240 460 890 22,458 19 2019 20,375 1,400 18,975 21,615 47 230 260 570 1,060 22,675 19 2020 20,663 1,407 19,256 21,590-25 320 310 650 1,280 22,870 19 2021 20,814 1,414 19,401 21,569-21 370 340 740 1,450 23,019 19 2022 20,944 1,416 19,528 21,619 50 390 360 790 1,540 23,159 19 2023 21,076 1,418 19,658 21,476-143 480 420 920 1,820 23,296 19 2024 21,281 1,419 19,861 21,469-7 510 480 1,060 2,050 23,519 18 2025 21,567 1,420 20,147 21,469 0 590 590 1,190 2,370 23,839 18 2026 21,896 1,420 20,476 21,428-41 690 680 1,420 2,790 24,218 18 2027 22,222 1,420 20,801 21,400-28 930 750 1,530 3,210 24,610 18 2028 22,520 1,421 21,099 21,381-19 1,040 860 1,670 3,570 24,951 18 2029 22,833 1,421 21,413 21,108-273 1,160 970 2,090 4,220 25,328 18 2030 23,210 1,421 21,790 21,093-16 1,280 1,100 2,300 4,680 25,773 18 2031 23,558 1,421 22,138 21,085-7 1,360 1,200 2,520 5,080 26,165 18 1 Uncontrolled peak demand is the peak demand prior any load reduction from demand response programs being called upon. 2 Demand response is all the measures designed to shift load away from peak demand periods. These include interruptible and direct load control programs affecting peak demand. 3 Net peak demand is the peak demand after load reductions from demand response programs are taken into account. 4 Existing/approved capacity includes installed capacity plus approved new capacity plus firm purchases minus firm sales. 5 Incremental change in capacity is the change in existing/approved capacity from the previous year. The change is due to new, approved capacity becoming operational, retirements of existing capacity, and changes in firm purchases and sales. 6 Projected additional resource requirements is the cumulative amount of additional resources needed to meet future requirements. 7 Total resource requirements are the total statewide resources required including existing/approved capacity and projected additional resource requirements. 7 8 Resources may be required by individual utilities even if the state as a whole meets or exceeds the statewide reserve margin. Individual utility reserve margins are not allowed to fall below 6 percent.

Indiana Real Price Projections Effect of inflation removed Includes the cost of new resources Includes expected cost of finalized EPA rules MATS Non-finalized rules are not included Cents/kWh (2011 $) 12 10 8 6 4 2 0 History 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 Year 2013 (Current ) 2011 w/epa 2009 2011 8

Alternative Scenarios Any forecast contains uncertainty CEMR provides alternative low and high growth econometric forecasts Low and high growth scenarios are intended to give a plausible bound to uncertainty GWh 160000 140000 120000 100000 80000 60000 40000 20000 0 History 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 Year Base 9 High Low

Residential Trends (Annual Percent Change) 10.0 1965-1974 1974-1984 1984-1999 1999-2005 2005-2011 8.7 8.0 6.0 4.7 4.0 2.0 0.0 2.0 1.8 3.1 2.1 2.5 2.4 1.1 1.3 1.2 0.5 1.5 0.1 2.3 0.2-2.0-4.0-2.0-2.6-0.9-6.0-5.5-8.0 Households Electricity Rates Income Electricity Sales 10

Residential Drivers Households grow at an average of 1.17 percent per year (was 1.00 percent in 2011 forecast) Real personal income grows at an average rate of 2.73 percent per year (was 2.80 percent in 2011 forecast) Real electric rates increase at an average of 1.34 percent per year 11 (increase occurs in first ten years)

Residential Electricity Sales Estimated from: demographics households energy prices Growth rates GWh 2013 forecast: 0.37% 2011 forecast: 0.71% 2009 forecast: 1.75% 60000 50000 40000 30000 20000 10000 0 History 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 Year 2009 2013 (Current ) 2011 12

Commercial Trends (Annual Percent Change) 10 1965-1974 1974-1984 1984-1999 1999-2005 2005-2011 9.0 8 6 4 2 4.3 4.7 1.3 2.9 3.1 2.5 2.4 3.3 1.5 2.6 2.1 2.2 0-0.4-0.4-0.1-2 -4-3.8-2.9-2.2-2.3-6 Electric Rates Energy-weighted Floorspace Intensity Electric Sales 13

Commercial Drivers Energy-weighted floor space grows at an average rate of 0.90 percent per year (was 1.18 percent in 2011 forecast) Non-manufacturing employment grows at an average rate of 0.97 percent per year (was 1.31 percent in 2011 forecast) Real electric rates increase at an average of 1.43 percent per year 14 (increase occurs in first ten years)

Commercial Electricity Sales Estimated from: floor space inventory end use intensity employment energy prices Growth rates GWh 2013 forecast: 0.33% 2011 forecast: 0.89% 2009 forecast: 1.18% 40000 35000 30000 25000 20000 15000 10000 5000 0 History 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 Year 2009 2011 2013 (Current ) 15

Industrial Trends (Annual Percent Change) 10 1965-1974 1974-1984 1984-1999 1999-2005 2005-2011 8 7.5 6 4 3.3 3.8 4.3 3.1 3.5 2 0 0.9 2.2 0.3 0.2-0.3-2 -4-2.8-2.2-3.1-2.2 Electric Rates Real Gross State Product Manufacturing Electric Sales 16

Industrial Drivers Manufacturing GSP grows at an average rate of 2.86 percent per year (was 3.95 percent in 2011 forecast) Real electric rates increase at an average of 1.56 percent per year (increase occurs in first ten years) 17

SIC Name Current Share of GSP Current Share of Electricity Sales Current Intensity Growth in GSP Originating by Sector Growth in Electricity Intensity by Sector Growth in Electricity Sales by Sector 20 Food & Kindred Products 4.73 5.83 0.58 3.40-1.16 2.24 24 Lumber & Wood Products 2.63 0.66 0.12 3.40-0.94 2.45 25 Furniture & Fixtures 3.09 0.47 0.07 1.57-1.09 0.49 26 Paper & Allied Products 1.83 2.94 0.76 3.40-0.88 2.52 27 Printing & Publishing 3.44 1.24 0.17 3.40-2.19 1.21 28 Chemicals & Allied Products 16.41 19.98 0.58 3.40-1.59 1.81 30 Rubber & Plastic Products 3.66 5.76 0.74 2.85-1.03 1.82 32 Stone, Clay, & Glass Products 3.13 5.08 0.77 1.57-0.77 0.80 33 Primary Metal Products 7.59 27.01 1.68 0.76 0.59 1.35 34 Fabricated Metal Products 5.95 6.39 0.51 3.20-1.27 1.92 35 Industrial Machinery & Equip. 10.42 4.62 0.21 2.74-1.20 1.54 36 Electronic/Electric Equipment 5.18 5.87 0.54 0.71-0.62 0.09 37 Transportation Equipment 20.01 8.97 0.21 3.61-1.07 2.54 38 Instruments/Related Products 4.20 1.01 0.11 1.57-1.86-0.29 39 Miscellaneous Manufacturing 2.27 1.20 0.25 1.57-3.32-1.75 Total Manufacturing 100.00 100.00 0.47 2.86-1.20 1.66 18

Industrial Electricity Sales Estimated from: GSP by industry energy prices Growth rates GWh 2013 forecast: 1.29% 2011 forecast: 2.11% 60000 50000 40000 30000 20000 10000 History 2011 2009 2013 (Current ) 2009 forecast: 1.63% 0 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 Year 19

Doug Gotham Further Information 765-494-0851 gotham@purdue.edu www.purdue.edu/discoverypark/energy/sufg/ 20