Technology Choice and Capacity Portfolios under Emissions Regulation

We study the impact of emissions tax and emissions cap-and-trade regulation on a firm's technology choice and capacity decisions. We show that emissions price uncertainty under cap-and-trade results in greater expected profit than a constant emissions price under an emissions tax, which contradicts popular arguments that the greater uncertainty under cap-and-trade will erode value. We further show that two operational drivers underlie this result: (i) the firm's option not to operate, which effectively right-censors the uncertain emissions price; and (ii) dispatch flexibility, which is the firm's ability to first deploy its most profitable capacity given the realized emissions price. In addition to these managerial insights, we also explore policy implications: the effect of emissions price level, and the effect of investment and production subsidies. Through an illustrative example, we show that production subsidies of higher investment and production cost technologies (such as carbon capture and storage technologies) have no effect on the firm's optimal total capacity when firms own a portfolio of both clean and dirty technologies, but that investment subsidies of these technologies increase the firm's total capacity, conditionally increasing expected emissions. A subsidy of a lower production cost technology, on the other hand, has no effect on the firm's optimal total capacity in multi-technology portfolios, regardless of whether the subsidy is a production or investment subsidy.

[1]  A. Marin,et al.  Firm incentives to promote technological change in pollution control: Comment☆ , 1991 .

[2]  Gunnar S. Eskeland,et al.  The Impact of Climate Change on Nuclear Power Supply , 2011 .

[3]  Leonard M. Adleman,et al.  Proof of proposition 3 , 1992 .

[4]  Bin Hu,et al.  MANUFACTURING & SERVICE OPERATIONS MANAGEMENT , 2017 .

[5]  Erica L. Plambeck,et al.  Variability in Emissions Cost: Implications for Facility Location, Production and Shipping , 2016 .

[6]  Stefan Spinler,et al.  Sustainable Operations Management: An Enduring Stream or a Passing Fancy? , 2013 .

[7]  Gérard P. Cachon,et al.  Capacity Choice and Allocation: Strategic Behavior and Supply Chain Performance , 1999 .

[8]  Jiri Chod,et al.  Resource Flexibility with Responsive Pricing , 2005, Oper. Res..

[9]  Serguei Netessine,et al.  Strategic Investment in Renewable Energy Sources , 2011 .

[10]  Erica L. Plambeck,et al.  Introduction to the Special Issue on the Environment , 2013, Manuf. Serv. Oper. Manag..

[11]  Wenbin Wang,et al.  Dynamic Capacity Investment with Two Competing Technologies , 2013, Manuf. Serv. Oper. Manag..

[12]  Matthias Fripp,et al.  Greenhouse gas emissions from operating reserves used to backup large-scale wind power. , 2011, Environmental science & technology.

[13]  David Drake Carbon Tariffs: Effects in Settings with Technology Choice and Foreign Production Cost Advantage , 2017 .

[14]  Mark S. Daskin,et al.  Carbon Footprint and the Management of Supply Chains: Insights From Simple Models , 2013, IEEE Transactions on Automation Science and Engineering.

[15]  Manu Goyal,et al.  Strategic Technology Choice and Capacity Investment Under Demand Uncertainty , 2007, Manag. Sci..

[16]  T. Tan,et al.  Carbon-Optimal and Carbon-Neutral Supply Chains , 2011 .

[17]  Özge Islegen,et al.  Carbon Capture by Fossil Fuel Power Plants: An Economic Analysis , 2009, Manag. Sci..

[18]  Jan A. Van Mieghem,et al.  Commissioned Paper: Capacity Management, Investment, and Hedging: Review and Recent Developments , 2003, Manuf. Serv. Oper. Manag..

[19]  Rob A. Zuidwijk,et al.  Double Counting in Supply Chain Carbon Footprinting , 2013, Manuf. Serv. Oper. Manag..

[20]  L. Beril Toktay,et al.  Stochastic Capacity Investment and Flexible Versus Dedicated Technology Choice in Imperfect Capital Markets , 2011, Manag. Sci..

[21]  Wallace E. Oates,et al.  The theory of environmental policy , 1976 .

[22]  Jiri Chod,et al.  Operational Flexibility and Financial Hedging: Complements or Substitutes , 2010, Manag. Sci..

[23]  G. Metcalf Cost Containment in Climate Change Policy: Alternative Approaches to Mitigating Price Volatility , 2009 .

[24]  D. Drake Carbon Tariffs: Impacts on Technology Choice, Regional Competitiveness, and Global Emissions , 2011 .

[25]  H. Chao Peak Load Pricing and Capacity Planning with Demand and Supply Uncertainty , 1983 .

[26]  Ming-Deh A. Huang,et al.  Proof of proposition 2 , 1992 .

[27]  M. A. Crew,et al.  Peak Load Pricing with a Diverse Technology , 1976 .

[28]  Gérard P. Cachon,et al.  Supply Chain Design and the Cost of Greenhouse Gas Emissions , 2012 .

[29]  Serguei Netessine,et al.  Strategic Investment in Renewable Energy Sources: The Effect of Supply Intermittency , 2017 .

[30]  Jinhuan Zhao Irreversible Abatement Investment Under Cost Uncertainties: Tradable Emission Permits and Emissions Charges , 2003 .

[31]  J. Ponssard,et al.  EU emissions trading and the cement sector: a spatial competition analysis , 2008 .

[32]  A. Soubeyran,et al.  Environmental policy and the choice of production technology , 1996 .

[33]  Chitru S. Fernando,et al.  The theory of peak-load pricing: A survey , 1995 .

[34]  Scott Milliman,et al.  Firm incentives to promote technological change in pollution control: Reply , 1992 .

[35]  Ming-Deh A. Huang,et al.  Proof of proposition 1 , 1992 .

[36]  Benjamin F. Hobbs,et al.  Long-Run Equilibrium Modeling of Emissions Allowance Allocation Systems in Electric Power Markets , 2010, Oper. Res..

[37]  Paul R. Kleindorfer,et al.  Peak-load pricing and reliability under uncertainty , 1993 .

[38]  Joseph E. Aldy,et al.  The Employment and Competitiveness Impacts of Power- Sector Regulations , 2013 .

[39]  Levelized Levelized Cost and Levelized Avoided Cost of New Generation Resources in the Annual Energy Outlook 2020 , 2014 .

[40]  Ravi Subramanian,et al.  Compliance Strategies Under Permits for Emissions , 2007 .

[41]  Lars Mathiesen,et al.  Climate Policy and the steel industry: achieving global emission reductions by an incomplete climate agreement , 2004 .

[42]  David F. Bramhall,et al.  A note on the asymmetry between fees and payments , 1966 .

[43]  J. Michael Harrison,et al.  Multi-Resource Investment Strategies: Operational Hedging Under Demand Uncertainty , 1997, Eur. J. Oper. Res..

[44]  Nils Rudi,et al.  Newsvendor Networks: Inventory Management and Capacity Investment with Discretionary Activities , 2002, Manuf. Serv. Oper. Manag..

[45]  Lora L Pinkerton,et al.  Cost and Performance Baseline for Fossil Energy Plants Volume 1a: Bituminous Coal (PC) and Natural Gas to Electricity Revision 3 , 2011 .

[46]  P. Ehrlich,et al.  IMPACT OF POPULATION GROWTH , 1971, Science.

[47]  Ebru K. Bish,et al.  Optimal Investment Strategies for Flexible Resources, Considering Pricing and Correlated Demands , 2004, Oper. Res..

[48]  Yang Ze-wei,et al.  American Clean Energy and Security Act of 2009 and Its Inspiration to China , 2010 .

[49]  Chung-Li Tseng,et al.  Inducing Clean Technology in the Electricity Sector: Tradable Permits or Carbon Tax Policies? , 2011 .

[50]  Dmitry Krass,et al.  Environmental Taxes and the Choice of Green Technology , 2013 .

[51]  A. Jaffe,et al.  Technological Change and the Environment , 2000 .

[52]  Stefan Spinler,et al.  OM Forum - Sustainable Operations Management: An Enduring Stream or a Passing Fancy? , 2013, Manuf. Serv. Oper. Manag..

[53]  Till Requate,et al.  Timing and Commitment of Environmental Policy, Adoption of New Technology, and Repercussions on R&D , 2005 .

[54]  Yimin Wang,et al.  On the Value of Mix Flexibility and Dual Sourcing in Unreliable Newsvendor Networks , 2005, Manuf. Serv. Oper. Manag..

[55]  Charles H. Fine,et al.  Optimal investment in product-flexible manufacturing capacity , 1990 .

[56]  H. Moulin Dominance solvability and cournot stability , 1984 .

[57]  Matthew Osborne,et al.  Competition Among Spatially Differentiated Firms: An Empirical Model with an Application to Cement , 2010 .

[58]  Till Requate,et al.  Environmental policy incentives to adopt advanced abatement technology:: Will the true ranking please stand up? , 2003 .

[59]  Frank C. Krysiak,et al.  Prices vs. quantities: The effects on technology choice , 2008 .

[60]  J. M. Griffin,et al.  Regional Differences in the Price-Elasticity of Demand For Energy , 2005 .

[61]  E. Hutchinson,et al.  Subsidies for the Production of Cleaner Energy: When Do They Cause Emissions to Rise? , 2010 .

[62]  Manu Goyal,et al.  Volume Flexibility, Product Flexibility, or Both: The Role of Demand Correlation and Product Substitution , 2011, Manuf. Serv. Oper. Manag..

[63]  L. L. la Cour,et al.  Market Domination: Tests Applied to the Danish Cement Industry , 2002 .

[64]  Richard G. Newell,et al.  Environmental and Technology Policies for Climate Mitigation , 2008 .

[65]  T. Requate Incentives to innovate under emission taxes and tradeable permits , 1998 .

[66]  Serguei Netessine,et al.  Flexible Service Capacity: Optimal Investment and the Impact of Demand Correlation , 2002, Oper. Res..