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The Clean Power Plan: Retirements and Reliability PRESENTED TO EUCI Conference Houston, TX PREPARED BY Metin Celebi Michael Hagerty Yingxia Yang Nicole Irwin April 1, 2015 Copyright 2015 The Brattle Group, Inc.

Introduction to the Clean Power Plan Developed under section 111(d) of the Clean Air Act, addressing existing electric generation unit (EGU) sources of CO 2 Objective: reduce sector CO 2 emissions 30% below 2005 levels (25% below expected BAU 2030 levels) Construction: state-level emission rate standards based on Best System of Emission Reduction (BSER) Primary Option 2030 final standard, with 2020-2029 average interim standard States must either develop a State Implementation Plan (SIP) or default to EPA s Federal Implementation Plan (FIP - forthcoming) Implementation: states have flexibility to achieve reductions Any combination of measures that achieve standard, regardless of how BSER is calculated Rate-based vs. mass-based standard State-level vs. multi-state coordination 1 brattle.com

Best System of Emission Reductions (BSER) BSER Building Block EPA Basis for BSER Determination EPA Estimated Average Cost % of BSER CO 2 Reductions 1. Increase efficiency of fossil fuel power plants 2. Switch to loweremitting power plants 3. Build more low/zero carbon generation 4. Use electricity more efficiently EPA reviewed the opportunity for coal-fired plants to improve their heat rates through best practices and equipment upgrades, identified a possible range of 4 12%, and chose 6% as a reasonable estimate. BSER assumes all coal plants increase their efficiency by 6%. EPA determined for re-dispatching gas for coal that the average availability of gas CCs exceeds 85% and that a substantial number of CC units have operated above 70% for extended periods of time, modeled re-dispatch of gas CCs at 65 75%, and determined 70% to be technically feasible. BSER assumes all gas CCs operate up to 70% capacity factor and displace higher-emitting generation (e.g., coal and gas steam units). EPA identified 5 nuclear units currently under construction and estimated that 5.8% of all existing nuclear capacity is "at-risk" based on EIA analysis. BSER assumes the new units and retaining 5.8% of at-risk nuclear capacity will reduce CO 2 emissions by operating at 90% capacity factor. EPA developed targets for existing and new renewable penetration in 6 regions based on its review of current RPS mandates, and calculated regional growth factors to achieve the target in 2030. BSER assumes that 2012 renewable generation grows in each state by its regional factor through 2030 (up to a maximum renewable target) to estimate future renewable generation. EPA estimated EE deployment in the 12 leading states achieves annual incremental electricity savings of at least 1.5% each year. BSER assumes that all states increase their current annual savings rate by 0.2% starting in 2017 until reaching a maximum rate of 1.5%, which continues through 2030. $6 12/ton 12% $30/ton 31% Under Construction: $0/ton "At-Risk": $12 17/ton 7% $10 40/ton 33% $16 24/ton 18% Sources and Notes: EPA, Carbon Pollution Emissions Guidelines for Existing Stationary Sources: Electric Generating Units, 40 CFR Part 60, EPA-HQ-OAR-2013-0602, RIN 2060-AR33, June 2, 2014 ( Proposed Rule ). Details of Block 1 on pp. 155 171, Block 2 on pp. 171 194, Block 3 on pp. 195 218, and Block 4 on pp. 219 236. EPA estimated average cost is calculated per metric ton of CO 2 emissions reduction. 2 brattle.com

2030 Fossil EGU CO 2 Emissions Standards by State Sources and Notes: Reflects Option 1 final rate for years 2030 and on, from EPA Technical Support Document: Goal Computation, Appendix 1. 3 brattle.com

CPP Implementation Timeline is Aggressive and Coincides with MATS Compliance Impacts on coal plants are different in MATS vs. CPP: MATS requires each unit to either retrofit/refuel or retire, while CPP has no such unit-specific federal mandate (but affects the economics of operating the coal unit). In addition, ozone NAAQS rule is expected to be final in Oct 2015, with compliance starting in early 2020s Source: EPA Proposed MATS Timeline taken online from the EPA website: http://www.epa.gov/mats/actions.html and EPA proposed Clean Power Plan Timeline taken online from the EPA website: http://www2.epa.gov/sites/production/files/2015-01/documents/20150107fs-key-dates.pdf. 4 brattle.com

Other EPA Regulations Affecting Coal Compliance with other EPA regulations adds to the cost pressure for coal units in retire/retrofit decisions. Regulation Status Pollutant Targeted Compliance Options Expected Date of Compliance EPA Source Mercury and Air Toxics Standards (MATS) Final HAPs (mercury, acid gases, PM) Activated Carbon injection (ACI), Baghouse, Flue Gas Desulphurization (FGD)/Dry Sorbent Injection (DSI) 2015/2016 http://www.epa.gov/ mats/ Cross-State Air Pollution Rule (CSAPR) Reinstated by Court on Apr 29 th, 2014 NO x, SO 2 Selective Catalytic Reduction (SCR)/Selective Non- Catalytic Reduction (SNR), FGD/DSI, fuel switch, allowance purchases 2015 and 2017 (with likely revisions to emissions caps later to comply with stricter ozone standards) http://www.epa.gov/ airtransport/csapr/ Cooling Water Intakes 316(b) Final Cooling water intake structures Impingement: Mesh screens; Entrainment: Caseby-case, may include cooling towers the permitting authority to establish a compliance schedule http://water.epa.gov /lawsregs/lawsguidan ce/cwa/316b/ Combustion byproducts (Ash) Final Ash, control equipment waste Bottom ash dewatering, dry fly ash silos, etc. 2018 http://www2.epa.gov /coalash/coal-ashrule Regional Haze Final NO x, SO 2, PM SCR/SNCR, FGD/DSI, Baghouse/Electrostat ic Precipitator (ESP), combustion controls Typically 5 years after ruling http://www.epa.gov/ airquality/visibility/ac tions.html 5 brattle.com

Announced Coal Plant Retirements As of mid-march 2015, 52 GW of coal fleet has either retired or announced to retire 19 GW already retired since 2012 22 GW announced to retire by the end of 2016 Another 11 GW announced to retire after 2016 Actual and Announced Coal Plant Retirements Year of Retirement Number of Units Capacity (MW) Actual 2012 88 9,085 2013 46 5,696 2014 40 3,980 2012-2014 174 18,761 Announced 2015 97 15,380 2016 48 6,133 2015-2016 145 21,513 2017 33 6,108 2018 10 2,880 2019 13 1,931 2020 4 585 Total 2012-2020 379 51,779 6 brattle.com

Coal Plant Retirements (US Totals) In addition to actual and announced coal retirements of 52 GW, an additional 25 GW is at risk with no carbon policy, and 50-90 GW with carbon policy. Sources: Ventyx, The Velocity Suite. The Brattle Group, Potential Coal Plant Retirements: 2012 Update. EPA April 2014 Draft IPM Results (Base Case and Option 1 State). 7 brattle.com

Recent Outlook in Eastern Interconnect Relative to the current Eastern Interconnect coal fleet as of Feb 2015: 35 GW is likely to retire by 2020 w/o CPP, and Additional 40 GW likely to retire w/cpp (massbased regional) Most retirements in MISO, PJM and SOCO areas. 8 brattle.com

Potential Reliability Issues Two conditions give rise to reliability concerns stemming from a significant policy change: A shift in market conditions or outcomes of significant magnitude A change that occurs more rapidly than ordinary market or institutional adjustment processes can accommodate For example, commenters have raised several concerns: Application of BSER formulas creates some arbitrary burdens Compliance choices may be practically constrained to reliabilitythreatening actions or outcomes Deadlines (particularly interim standards) are too aggressive relative to SIP development timetables (SIPs finalized by 2018 for multi-state plans; implementation period begins 2020) Many concerns combine potentially high costs with reliability threats these can be related but are not synonymous 9 brattle.com

Will the Clean Power Plan challenge reliability? Concern Description Challenging Factors Mitigating Factors Resource Adequacy Transmission Security Gas / Electric Coordination Integrating Renewable Energy Additional coal retirements could cause shortages absent new investment Some coal plants are relied upon for voltage support or other aspects of transmission security Increased reliance on gas generation may lead to pipeline constraints during cold snaps High levels of variable energy resources may pose operational challenges and provide limited firm capacity - Replacement capacity may be costly - More capacity needed if EE offers little peak reduction - Solutions come at a cost - Timing challenging if EPA maintains stringent targets for 2020 - Limited gas-electric planning and coordination today - Costlier if much higher penetrations occur than expected - Will need new Tx - Plants can stay online for capacity purposes (at additional cost) - Additional EE, DR and DG can be procured - Compliance flexibility may use other reductions to keep critical plants online - Tx upgrades or new resources can replace critical plants - Can use coal/oil units on small number of critical days - LNG and gas storage - Flexible generation - Improved forecasting, scheduling, and A/S products - Emerging energy storage 10 brattle.com

Resource Adequacy & Reserve Margins Combination of high coal retirements and limited EE/DR might squeeze reserve margins in 2020 timeframe for some states Brattle study (1) for Salt River Project identified shortcomings and flaws in EPA s analysis of cost and reliability implications in Arizona: EE targets aggressive, not clear how DR fits into peak reductions IPM analyses assume that: out-of-state-owned capacity in Arizona can meet load in Arizona, Arizona can switch at little cost and over a short timeframe from being a major net exporter to being a major net importer of energy and capacity from as far as Pacific Northwest to meet its planning reserve margin requirements (instead of incurring additional costs to add new gas CCs/CTs by 2020). (1): Comments On EPA s Modeling Of the Impacts Of the Proposed Clean Power Plan In Arizona, by Ira Shavel, Metin Celebi, and Marc Chupka, November 21, 2014 (filed as an attachment to SRP s November 24, 2014 Comments in Response to EPA s Proposed Rule). 11 brattle.com

Presenter Information METIN CELEBI Principal Cambridge, MA Metin.Celebi@brattle.com +1.617.864.7900 Dr. Celebi provides expertise in electricity markets and analysis of environmental and climate policy. He has consulted primarily in the areas of electricity spot pricing and market design, and has experience in developing and analyzing climate policies, resource planning, power plant valuation, cost/benefit analyses for joining RTOs, LMP modeling, and merger analysis. Dr. Celebi received his Ph.D. degree in Economics at Boston College, M.A. degree in Economics at Bilkent University, Turkey, and B.Sc. Degree in Industrial Engineering at METU, Turkey. The views expressed in this presentation are strictly those of the presenter(s) and do not necessarily state or reflect the views of The Brattle Group, Inc. 12 brattle.com

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