Impacts of Intermittent Renewable Generation on Electricity System Costs

A successful deployment of power generation coming from variable renewable sources (VRES-E), such as wind and solar photovoltaic, strongly depends on the economic cost of system integration. This paper, in seeking to look beyond the impact of RES-E generation on the evolution of the total economic costs associated with the operation of the electricity system, aims to estimate the sensitivity of balancing market requirements and costs to the variable and non-fully predictable nature of intermittent renewable generation. The estimations reported in this paper for the Spanish electricity system stress the importance of both attributes as well as power system flexibility when accounting for the cost of balancing services.

[1]  H. Harari-Kermadec,et al.  Financing Higher Education: A Contributory Scheme , 2013 .

[2]  Mauro Mediavilla,et al.  Documents de Treball de l ’ IEB 2016 / 7 DOUBLE TOIL AND TROUBLE : GRADE RETENTION AND ACADEMIC PERFORMANCE , 2016 .

[3]  J. Asensio,et al.  How Effective are Policies to Reduce Gasoline Consumption? Evaluating a Quasi-Natural Experiment in Spain , 2013 .

[4]  Student graduation: to what extent does university expenditure matter? , 2012 .

[5]  Wolfgang Maennig,et al.  Homevoters vs. Leasevoters: A Spatial Analysis of Airport Effects , 2013, SSRN Electronic Journal.

[6]  J. Calero,et al.  Barriers to Non-Formal Professional Training in Spain in Periods of Economic Growth and Crisis. An Analysis with Special Attention to the Effect of the Previous Human Capital of Workers , 2014 .

[7]  T. Mora,et al.  THE INFLUENCE OF BMI, OBESITY AND OVERWEIGHT ON MEDICAL COSTS: A PANEL DATA APPROACH , 2012 .

[8]  D. Montolio,et al.  Fiscal decentralisation, private school funding, and students’ achievements. A tale from two roman catholic countries , 2011 .

[9]  Ana Estanqueiro,et al.  Impacts of large amounts of wind power on design and operation of power systems, results of IEA collaboration , 2008 .

[10]  Diego Martínez‐López,et al.  VERTICAL EXTERNALITIES WITH LUMP-SUM TAXES: HOW MUCH DIFFERENCE DOES UNEMPLOYMENT MAKE? , 2014 .

[11]  Lars P. Feld,et al.  Sovereign Bond Market Reactions to Fiscal Rules and No-Bailout Clauses – The Swiss Experience , 2013, SSRN Electronic Journal.

[12]  T. Agasisti,et al.  Inequality in education: Can Italian disadvantaged students close the gap? , 2014 .

[13]  Teemu Lyytikäinen,et al.  Tax Competition Among Local Governments: Evidence from a Property Tax Reform in Finland , 2011 .

[14]  Carl Lin Give Me Your Wired and Your Highly Skilled: Measuring the Impact of Immigration Policy on Employers and Shareholders , 2011, SSRN Electronic Journal.

[15]  F. Revelli Business taxation and economic performance in hierarchical government structures , 2012 .

[16]  John Jerrim,et al.  epartment of Quantitative Social Science The mathematics skills of school children : How does England compare to the high performing East Asian jurisdictions ? , 2013 .

[17]  Javier Vázquez-Grenno Job search methods in times of crisis: native and immigrant strategies in Spain , 2012 .

[18]  Market potential and city growth: Spain 1860–1960 , 2017 .

[19]  D. Neumark,et al.  Do Labor Market Networks Have an Important Spatial Dimension? , 2012 .

[20]  Elisabet Viladecans-Marsal,et al.  Sequential City Growth in the US: Does Age Matter? , 2013 .

[21]  G. Andersson,et al.  On operational flexibility in power systems , 2012, 2012 IEEE Power and Energy Society General Meeting.

[22]  Elena Costas-Pérez Political Corruption and Voter Turnout: Mobilization or Disaffection? , 2014 .

[23]  R. Ramachandran Language use in education and primary schooling attainment: evidence from a natural experiment in Ethiopia , 2012 .

[24]  Elisabet Viladecans-Marsal,et al.  Do Land Use Policies Follow Road Construction? , 2014, SSRN Electronic Journal.

[25]  J. Glachant,et al.  Well-functioning balancing markets: A prerequisite for wind power integration , 2010 .

[26]  Florian Ploeckl Space, settlements, towns: the influence of geography and market access on settlement distribution and urbanization , 2012 .

[27]  C. Hilber,et al.  The Impact of Supply Constraints on House Prices in England , 2013 .

[28]  J. Robles,et al.  Does Grade Retention Affect Achievement? Some Evidence from PISA , 2011 .

[29]  Dress-Up Contest: A Dark Side of Fiscal Decentralization , 2013 .

[30]  D. Montolio,et al.  How Time Shapes Crime: The Temporal Impacts of Football Matches on Crime , 2015 .

[31]  D. Montolio,et al.  Should Large Spanish Municipalities be Financially Compensated? Costs and Benefits of Being a Capital/Central Municipality , 2013 .

[32]  A. Vaglio,et al.  Why Do Educated Mothers Matter? A Model of Parental Help , 2010 .

[33]  J. Brueckner,et al.  Beaches, Sunshine, and Public-Sector Pay: Theory and Evidence on Amenities and Rent Extraction by Government Workers , 2011 .

[34]  R. Huisman,et al.  Renewable Energy and Electricity Prices: Indirect Empirical Evidence from Hydro Power , 2013 .

[35]  L. Salvadori,et al.  Empirical Evidence on Tax Cooperation Between Sub-Central Administrations , 2015 .

[36]  Elisa Trujillo-Baute,et al.  Unexpected Consequences of Liberalisation: Metering, Losses, Load Profiles and Cost Settlement in Spain’s Electricity System , 2015 .

[37]  Albert Banal-Estañol,et al.  Research Output From University–Industry Collaborative Projects , 2013 .

[38]  Gabriele Pellegrino,et al.  The Determinants of YIC's R&D Activity , 2011 .

[39]  C. Vergari,et al.  Hedonic Quality, Social Norms, and Environmental Campaigns , 2014 .

[40]  Sylvain Weber,et al.  Bacon: An Effective way to Detect Outliers in Multivariate Data Using Stata (and Mata) , 2010 .

[41]  M. Costa-Campi,et al.  R&D Drivers and Obstacles to Innovation in the Energy Industry , 2013 .

[42]  Regulatory Environment and Firm Performance in EU Telecommunications Services , 2014 .

[43]  J. Calero,et al.  The contribution of the disabled to the attainment of the Europe 2020 strategy headline targets , 2012 .

[44]  A. Ollé,et al.  Partisan targeting of inter-governmental transfers & state interference in local elections: evidence from Spain , 2012 .

[45]  Philip McCann,et al.  Smart specialisation, regional growth and applications to EU cohesion policy , 2011 .

[46]  Marco Tonello Mechanisms of peer interactions between native and non-native students: rejection or integration? , 2011 .

[47]  María Cubel,et al.  Strategic Voting and Happiness , 2013 .

[48]  M. Costa-Campi,et al.  Energy Efficiency Determinants: An Empirical Analysis of Spanish Innovative Firms , 2014 .

[49]  D. Montolio,et al.  What type of innovative firms acquire knowledge intensive services and from which suppliers , 2011 .

[50]  R. Ramos,et al.  Occupational Mobility of Immigrants in a Low Skilled Economy: The Spanish Case , 2010, SSRN Electronic Journal.

[51]  L. Lambertini,et al.  Feedback Equilibria in a Dynamic Renewable Resource Oligopoly: Pre-Emption, Voracity and Exhaustion , 2013 .

[52]  J. Ligthart,et al.  In Government We Trust: The Role of Fiscal Decentralization , 2011 .

[53]  Daniel Montolio,et al.  WHAT DRIVES INVESTMENT IN TELECOMMUNICATIONS? THE ROLE OF REGULATION, FIRMS' INTERNATIONALIZATION AND MARKET KNOWLEDGE * , 2012 .

[54]  María Paz Espinosa,et al.  Is green energy expensive? Empirical evidence from the Spanish electricity market , 2013 .

[55]  Elisa Trujillo-Baute,et al.  Analysing the Sensitivity of Electricity System Operational Costs to Deviations in Supply and Demand , 2015 .

[56]  Francesc Trillas,et al.  Regulatory federalism and industrial policy in broadband telecommunications , 2013, Inf. Econ. Policy.

[57]  M. Rico,et al.  SPRAWL, BLIGHT AND THE ROLE OF URBAN CONTAINMENT POLICIES. EVIDENCE FROM US CITIES * , 2013 .

[58]  Elisabet Viladecans-Marsal,et al.  What Underlies Localization and Urbanization Economies? Evidence from the Location of New Firms , 2012 .

[59]  Andreas Stephan,et al.  Does fiscal decentralization foster regional investment in productive infrastructure , 2013 .

[60]  R. Ramos,et al.  Public-Private Sector Wage Differentials by Type of Contract: Evidence from Spain , 2014, SSRN Electronic Journal.

[61]  Peter G. Backus,et al.  Is Income Redistribution a Form of Insurance, a Public Good or Both? , 2014 .

[62]  Camille Hémet,et al.  DIVERSITY AND LOCAL PUBLIC GOODS: A NATURAL EXPERIMENT WITH EXOGENOUS RESIDENTIAL ALLOCATION , 2012 .

[63]  John Jerrim,et al.  Two-Sample Two-Stage Least Squares (TSTSLS) Estimates of Earnings Mobility: How Consistent are They? , 2014 .

[64]  María Cubel,et al.  Do Personality Traits Affect Productivity? Evidence from the Laboratory , 2014, SSRN Electronic Journal.

[65]  Emilio Cerdá,et al.  Analyzing the impact of cost-containment mechanisms on the profitability of solar PV plants in Spain , 2015 .

[66]  Alex Coad,et al.  Predicting new venture survival and growth: Does the fog lift? , 2013, Small Business Economics.

[67]  Frieder Borggrefe,et al.  Balancing and Intraday Market Design: Options for Wind Integration , 2011 .

[68]  Felipe Carozzi,et al.  Sending the Pork Home: Birth Town Bias in Transfers to Italian Municipalities , 2013, SSRN Electronic Journal.

[69]  L. Colombo,et al.  Optimality and Distortionary Lobbying: Regulating Tobacco Consumption , 2015 .

[70]  H. Holttinen Optimal electricity market for wind power , 2004 .

[71]  Viswanath Pingali,et al.  Strategic Investment in Merchant Transmission: The Impact of Capacity Utilization Rules , 2015 .

[72]  P. D. del Río,et al.  Household Electricity Demand in Spanish Regions. Public Policy Implications , 2014 .

[73]  D. Montolio,et al.  The Link between Public Support and Private R&D Effort: What is the Optimal Subsidy? , 2011 .

[74]  Nadir Zanini,et al.  How Does Aid Matter? The Effect of Financial Aid on University Enrolment Decisions , 2012 .

[75]  J. Lampón,et al.  Why Firms Relocate Their Production Overseas? The Answer Lies Inside: Corporate, Logistic and Technological Determinants , 2013 .

[76]  Pilar Sorribas-Navarro,et al.  Partisan Targeting of Inter-Governmental Transfers & State Interference in Local Elections: Evidence from Spain , 2012 .

[77]  J. López-Rodríguez,et al.  Beyond the R&D effects on innovation: the contribution of non-R&D activities to TFP growth in the EU , 2014 .

[78]  Pedro Linares,et al.  An ex-post analysis of the effect of renewables and cogeneration on Spanish electricity prices , 2011 .

[79]  Marie-Laure Breuillé,et al.  To assemble to resemble? A study of tax disparities among French municipalities , 2011 .

[80]  Roy Billinton,et al.  Generation-System Operation , 2003 .

[81]  D. Montolio,et al.  When police patrols matter: The effect of police proximity on citizens' crime risk perception , 2015 .

[82]  Andrea Mantovani,et al.  The Strategic Interplay between Bundling and Merging in Complementary Markets , 2012 .

[83]  María Cubel,et al.  Difference-Form Group Contests , 2014, Review of Economic Design.

[84]  Tuukka Saarimaa,et al.  Local Representation and Strategic Voting: Evidence from Electoral Boundary Reforms , 2013 .

[85]  Paula Salinas The Effect of Decentralization on Educational Outcomes: Real Autonomy Matters! , 2014 .

[86]  Álvaro Choi,et al.  Evolution of the School Failure Risk During the 2000 Decade in Spain: Analysis of PISA Results with a Two-Level Logistic Model , 2013 .

[87]  F. Bogliacino,et al.  The impact of R&D on employment in Europe: a firm-level analysis , 2011 .

[88]  Bev Dahlby,et al.  A Political Economy Model of the Vertical Fiscal Gap and Vertical Fiscal Imbalances in a Federation , 2013 .

[89]  J. García‐Quevedo,et al.  Which firms are involved in foreign vertical integration , 2012 .

[90]  Néstor Duch-Brown,et al.  The Diffusion of Patented Oil and Gas Technology with Environmental Uses: A Forward Patent Citation Analysis , 2014 .

[91]  Monica Giulietti,et al.  Revenues from Storage in a Competitive Electricity Market: Empirical Evidence from Great Britain , 2014 .

[92]  Single vs Double ballot and party coalitions: the impact on fiscal policy. Evidence from Italy , 2012 .

[93]  W. Fuller,et al.  Distribution of the Estimators for Autoregressive Time Series with a Unit Root , 1979 .

[94]  L. Salvadori,et al.  Empirical evidence on horizontal competition in tax enforcement , 2015 .

[95]  Enrique Rivero,et al.  European balancing markets , 2011, 2011 8th International Conference on the European Energy Market (EEM).

[96]  C. Batlle,et al.  Impacts of Intermittent Renewables on Electricity Generation System Operation , 2012 .

[97]  D. Montolio,et al.  Does Tourism Boost Criminal Activity? Evidence From a Top Touristic Country , 2013 .

[98]  Sequential city growth in the us: does age matter? , 2013 .

[99]  Amedeo Piolatto Itemised Deductions: A Device to Reduce Tax Evasion , 2010 .

[100]  Jose Garcia-Quevedo,et al.  The Impact of R&D Subsidies on R&D Employment Composition , 2014 .

[101]  Jesus M. Carro,et al.  Evaluating a Bilingual Education Program in Spain: The Impact Beyond Foreign Language Learning , 2012 .

[102]  J. Usaola,et al.  Analysis of the imbalance price scheme in the Spanish electricity market: A wind power test case , 2013 .

[103]  E. Marsal,et al.  Banking towards development: Evidence from the Spanish banking expansion plan , 2013 .

[104]  Gabriele Pellegrino,et al.  Reviving Demand-Pull Perspectives: The Effect of Demand Uncertainty and Stagnancy on R&D Strategy. , 2014 .

[105]  Álvaro B. Choi Mendizábal The use (and misuse) of PISA in guiding policy reform: the case of Spain , 2015 .

[106]  M. Racionero,et al.  Choosing the Type of Income-Contingent Loan: Risk-Sharing Versus Risk-Pooling , 2012 .

[107]  González-Val Rafael,et al.  The Effect of the Spanish Reconquest on Iberian Cities , 2017 .

[108]  R. Huisman,et al.  Electricity Futures Prices: Time Varying Sensitivity to Fundamentals , 2014 .

[109]  María Cubel,et al.  The effect of within-group inequality in a conflict against a unitary threat , 2012 .

[110]  Elisa Trujillo-Baute,et al.  Retail Price Effects of Feed-In Tariff Regulation , 2014 .

[111]  M. Dahlberg,et al.  Is There an Election Cycle in Public Employment? Separating Time Effects from Election Year Effects , 2011 .

[112]  Philippe De Donder,et al.  Voting under the threat of secession: accommodation versus repression , 2011, Soc. Choice Welf..

[113]  Ronny Freier,et al.  Overlapping Political Budget Cycles in the Legislative and the Executive , 2014 .

[114]  Lion Hirth,et al.  Balancing power and variable renewables: Three links , 2015 .

[115]  Paul Denholm,et al.  Fundamental Drivers of the Cost and Price of Operating Reserves , 2013 .

[116]  L. Salvadori Does Tax Enforcement Counteract the Negative Effects of Terrorism? A Case Study of the Basque Country , 2015 .

[117]  J. M. Ferrera,et al.  Analysis of alternative proposals to reform the Spanish intergovernmental transfer system for municipalities , 2011 .

[118]  Josep Oriol Escardibul Ferrá,et al.  Teacher Gender and Student Performance In Mathematics. Evidence from Catalonia , 2013 .

[119]  F. Revelli,et al.  Green Polities: Urban Environmental Performance and Government Popularity , 2013 .

[120]  G. Turati,et al.  What are the Causes of Educational Inequalities and of Their Evolution Over Time in Europe? Evidence from PISA , 2011 .

[121]  Danièle Revel,et al.  Deploying renewables : Best and future policy practice , 2011 .

[122]  A. Hadi,et al.  BACON: blocked adaptive computationally efficient outlier nominators , 2000 .

[123]  Santiago Lago‐Peñas,et al.  On the Determinants of Local Tax Rates: New Evidence from Spain , 2011 .

[124]  Pilar Sorribas-Navarro,et al.  Corruption scandals, press reporting, and accountability. Evidence from Spanish mayors , 2011 .

[125]  Thomas Hamacher,et al.  Integration of wind and solar power in Europe: Assessment of flexibility requirements , 2014 .

[126]  Carlo Reggiani,et al.  The Fight against Cartels: A Transatlantic Perspective , 2013 .

[127]  Marta Curto-Grau,et al.  Voters’ responsiveness to public employment policies , 2014 .

[128]  Massimiliano Ferraresi,et al.  Local Infrastructures and Externalities: Does the Size Matter? , 2015 .

[129]  Lion Hirth,et al.  Balancing Power and Variable Renewables: A Glimpse at German Data , 2013 .

[130]  J. Lampón,et al.  Factors Behind International Relocation and Changes in Production Geography in the European Automobile Components Industry , 2013 .

[131]  The Spanish Gas and Electricity Sector: Regulation, Markets and Environmental Policies , 2010 .

[132]  Gabriele Pellegrino,et al.  Is Money All? Financing Versus Knowledge and Demand Constraints to Innovation , 2013 .

[133]  Rafael González-Val,et al.  Growth in a Cross-section of Cities: Location, Increasing Returns or Random Growth? , 2011 .

[134]  F. Nicolli,et al.  Energy Market Liberalization and Renewable Energy Policies in OECD Countries , 2014 .

[135]  P. Cheshire,et al.  Land use regulation and productivity - land matters: evidence from a UK supermarket chain , 2012 .

[136]  Àngels Pelegrín Solé Offshoring and company characteristics: some evidence from the analysis of Spanish firm data , 2011 .

[137]  Karin Edmark,et al.  Ethnic Diversity and Preferences for Redistribution , 2011, Journal of Political Economy.

[138]  Christian Lessmann,et al.  Regional Inequality and Decentralization: An Empirical Analysis , 2011 .

[139]  J. Estevez,et al.  Do universities affect firms’ location decisions? Evidence from Spain , 2011 .

[140]  K. Hadri Testing The Null Hypothesis Of Stationarity Against The Alternative Of A Unit Root In Panel Data With Serially Correlated Errors , 1999 .

[141]  T. Agasisti,et al.  Are We Wasting Public Money? No! The Effects of Grants on Italian University Students’ Performances , 2013 .

[142]  The Use (and Misuse) of PISA in Guiding Policy Reform: The Case of Spain , 2015 .

[143]  F. Boffa,et al.  Centralization and Accountability: Theory and Evidence from the Clean Air Act , 2012 .

[144]  J. Duro,et al.  The Causal Factors of International Inequality in CO2\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\hbox {CO}_{2}$$\ , 2014, Environmental and Resource Economics.