Optimal integration of renewable based processes for fuels and power production: Spain case study

Abstract In this work we propose a data independent framework for the optimal integration of renewable sources of energy to produce fuels and power. A network is formulated using surrogate models for various technologies that use solar energy (photovoltaic, concentrated solar power or algae to produce oil), wind, biomass (to obtain ethanol, methanol, FT-liquids and thermal energy), hydroelectric, and waste (to produce power plant via biogas production). The optimization model is formulated as a mixed-integer linear programming model that evaluates the use of renewable resources and technologies and their integration to meet power and fuels demand; sustainability and CO2 emissions are also considered. The network can be applied to evaluate process integration at different scales, county to country level, including uncertainty availability of resources. Spain and particular regions are used as a case study. The framework suggests that larger integration uses the resources more efficiently, while considering uncertainty in resource availability shows larger cost to ensure meeting the demand. For the particular case considered, hydropower is widely used while biofuels are produced close to large populated regions when larger areas are evaluated; otherwise a more distributed solution is proposed. Reaching large fuel substitution is difficult at current biomass yields and technology state of development.

[1]  D. P. Kothari,et al.  A solution to the unit commitment problem—a review , 2013 .

[2]  Ignacio E. Grossmann,et al.  Optimum design of chemical plants with uncertain parameters , 1978 .

[3]  Robin Girard,et al.  A generic GIS-based method for small Pumped Hydro Energy Storage (PHES) potential evaluation at large scale , 2017 .

[4]  Bernd Meyer,et al.  Coupling Power Generation with Syngas-Based Chemical Synthesis , 2017 .

[5]  Mariano Martín,et al.  Methodology for solar and wind energy chemical storage facilities design under uncertainty: Methanol production from CO2 and hydrogen , 2016, Comput. Chem. Eng..

[6]  Mariano Martín,et al.  Optimal year-round operation of a concentrated solar energy plant in the south of Europe , 2013 .

[7]  Stefan Pfenninger,et al.  Dealing with multiple decades of hourly wind and PV time series in energy models: A comparison of methods to reduce time resolution and the planning implications of inter-annual variability , 2017 .

[8]  Y. Chisti Biodiesel from microalgae. , 2007, Biotechnology advances.

[9]  William Davis,et al.  Optimal year-round operation for methane production from CO2 and water using wind energy , 2014 .

[10]  Lars Nordström,et al.  Coordinated microgrid investment and planning process considering the system operator , 2017 .

[11]  Amin Khodaei,et al.  Probabilistic optimal scheduling of networked microgrids considering time-based demand response programs under uncertainty , 2017 .

[12]  S. Oren,et al.  A stochastic unit commitment model for integrating renewable supply and demand response , 2012, 2012 IEEE Power and Energy Society General Meeting.

[13]  William Davis,et al.  Optimal year-round operation for methane production from CO2 and water using wind and/or solar energy , 2014 .

[14]  I. Grossmann,et al.  Energy optimization of bioethanol production via hydrolysis of switchgrass , 2012 .

[15]  Y. Kato,et al.  Application of lithium orthosilicate for high-temperature thermochemical energy storage , 2017 .

[16]  Robert A. Taylor,et al.  Assessment of solar and wind resource synergy in Australia , 2017 .

[17]  Ignacio E. Grossmann,et al.  Recent advances in mathematical programming techniques for the optimization of process systems under uncertainty , 2015, Comput. Chem. Eng..

[18]  Ignacio E. Grossmann,et al.  Large-Scale Biorefinery Supply Network – Case Study of the European Union , 2014 .

[19]  Eamon McKeogh,et al.  Techno-economic review of existing and new pumped hydro energy storage plant , 2010 .

[20]  M. Woodhouse,et al.  Residential, Commercial, and Utility-Scale Photovoltaic (PV) System Prices in the United States: Current Drivers and Cost-Reduction Opportunities , 2012 .

[21]  Nicholas Sazdanoff,et al.  Modeling and Simulation of the Algae to Biodiesel Fuel Cycle , 2006 .

[22]  Mariano Martín,et al.  Optimal coupling of a biomass based polygeneration system with a concentrated solar power facility for the constant production of electricity over a year , 2015, Comput. Chem. Eng..

[23]  Shengwei Mei,et al.  A multi-lateral trading model for coupled gas-heat-power energy networks , 2017 .

[24]  I. Grossmann,et al.  Process Optimization of FT-Diesel Production from Lignocellulosic Switchgrass , 2011 .

[25]  Mariano Martín,et al.  Optimal production of power in a combined cycle from manure based biogas , 2016 .

[26]  B. Dunn,et al.  Electrical Energy Storage for the Grid: A Battery of Choices , 2011, Science.

[27]  James M. Douglas,et al.  Conceptual Design of Chemical Processes , 1988 .

[28]  Christodoulos A. Floudas,et al.  Nationwide energy supply chain analysis for hybrid feedstock processes with significant CO2 emissions reduction , 2012 .

[29]  Ignacio E. Grossmann,et al.  Optimal integration of a self sustained algae based facility with solar and/or wind energy , 2017 .

[30]  Ignacio E. Grossmann,et al.  On the Systematic Synthesis of Sustainable Biorefineries , 2013 .

[31]  A. Sharma,et al.  Review on thermal energy storage with phase change materials and applications , 2009 .

[32]  Mariano Martín,et al.  Optimal annual operation of the dry cooling system of a concentrated solar energy plant in the south of Spain , 2015 .

[33]  Ignacio E. Grossmann,et al.  Energy optimization of bioethanol production via gasification of switchgrass , 2011 .

[34]  Ignacio E. Grossmann,et al.  Energy, water and process technologies integration for the simultaneous production of ethanol and food from the entire corn plant , 2011, Comput. Chem. Eng..

[35]  Luai M. Al-Hadhrami,et al.  Pumped hydro energy storage system: A technological review , 2015 .

[36]  Zhihong Yuan,et al.  Process synthesis for addressing the sustainable energy systems and environmental issues , 2012 .

[37]  Patrick Hendrick,et al.  Photovoltaic self-sufficiency of Belgian households using lithium-ion batteries, and its impact on the grid , 2017 .

[38]  Victor M. Zavala,et al.  A multi-scale optimization framework for electricity market participation , 2017 .

[39]  Ignacio E. Grossmann,et al.  Optimal process design under uncertainty , 1983 .

[40]  J. Jechura,et al.  Biomass to Hydrogen Production Detailed Design and Economics Utilizing the Battelle Columbus Laboratory Indirectly-Heated Gasifier , 2005 .

[41]  Bartłomiej Ciapała,et al.  Integrating photovoltaics into energy systems by using a run-off-river power plant with pondage to smooth energy exchange with the power gird , 2017 .

[42]  Shuva Gautam,et al.  Supply chain model to assess the feasibility of incorporating a terminal between forests and biorefineries , 2017 .

[43]  Ignacio E. Grossmann,et al.  Recent Advances in Mathematical Programming Techniques for the Optimization of Process Systems under Uncertainty , 2015 .

[44]  Mariano Martín,et al.  Integration of wind, solar and biomass over a year for the constant production of CH4 from CO2 and water , 2016, Comput. Chem. Eng..

[45]  Jorge Beltramini,et al.  A review of catalytic hydrogen production processes from biomass , 2010 .

[46]  Vern W. Weekman,et al.  Gazing into an Energy Crystal Ball , 2010 .

[47]  K. Cassman,et al.  Improvements in Life Cycle Energy Efficiency and Greenhouse Gas Emissions of Corn‐Ethanol , 2009 .

[48]  O. Edenhofer Climate change 2014 : mitigation of climate change : Working Group III contribution to the fifth assessment report of the Intergovernmental Panel on Climate Change , 2015 .

[49]  Ignacio E. Grossmann,et al.  Simultaneous Optimization and Heat Integration for Biodiesel Production from Cooking Oil and Algae , 2012 .

[50]  Mariano Martín,et al.  RePSIM metric for design of sustainable renewable based fuel and power production processes , 2016 .