Abstract
The current status of the Lebanese power system is characterized by a structural power supply deficit and transmission and distribution inefficiencies. In this chapter, the Lebanese power system is used as a case in point to showcase the importance of shifting the foundations of conventional thinking in power system planning into a new paradigm where renewable energy is adopted as priority choice.
The technical and economic feasibility of wind farms, solar PV, and battery energy storage systems is studied. Simulations are run using Homer pro to optimize for the lowest cost of electricity. Results show that incorporating utility-scale renewable energy systems and battery energy storage can decrease the overall levelized cost of electricity (LCOE) to $c7/kWh. Furthermore, without the integration of considerable storage capacity, an economic limit of approximately 20–25% renewable energy penetration is reached.
Sensitivity analysis is undertaken while adopting various values for the cost of natural gas and internalizing the social cost of carbon. Results confirmed a positive correlation between the cost of carbon and the price of natural gas on the one hand and system renewable energy fraction on the other hand. Introducing demand side management and increased grid flexibility also showed a high level of sensitivity to both system LCOE and the renewable energy fraction.
Based on these results, the research strongly recommends that power system planning in the Middle East integrates modeling of renewable energy systems and the stacked benefits of utility-scale storage with the objective to achieve the highest combined technical, economic, and environmental benefits.
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References
Ardani, K., O’Shaughnessy, E., Fu, R., McClurg, C., Huneycutt, J., & Margolis, R. (2017). Installed cost benchmarks and deployment barriers for residential solar photovoltaics with energy storage: Q1 2016. NREL, Golden, Colorado, United States of America.
Atlas, G. S. http://globalsolaratlas.info/downloads/lebanon. Accessed 11 Mar 2018.
Bassil, C. N. (2018). Pilot study to further assess the applicability of switching from conventional fuels to natural gas in the industrial sector in Lebanon, particularly in the industrial zones of Chekka and Zouk Mosbeh. SODEL – UNDP – MoEW, Beirut, Lebanon.
Berckmans, G., Messagie, M., Smekens, J., Omar, N., Vanhaverbeke, L., & Van Mierlo, J. (2017). Cost Projection of State of the Art Lithium-Ion Batteries for Electric Vehicles Up to 2030. Energies, 10(12), 1314. https://doi.org/10.3390/en10091314.
Bistline, J. E. (2017). Economic and technical challenges of flexible operations under large-scale variable renewable deployment. Energy Economics, 64, 363–372. https://doi.org/10.1016/j.eneco.2017.04.012.
Bjerde, A., Covindassamy, A., Harnaide, M., Takahashi, M., & Araujo, A. (2008). Republic of Lebanon Electricity Sector Public Expenditure Review (trans: Region SDDMEANA). World Bank.
Bouri, E., & El Assad, J. (2016). The Lebanese Electricity Woes: An Estimation of the Economical Costs of Power Interruptions. Energies, 9(12), 583. https://doi.org/10.3390/en9080583.
BP. (2018) BP energy outlook country and regional insights – Middle East. BP Energy Economics, London, United Kingdom.
CEC. (2014). Estimated cost of new renewable and fossil generation in California. California Energy Commission, California, United States of America.
Chua, K. H., Lim, Y. S., & Morris, S. (2015). Cost-benefit assessment of energy storage for utility and customers: A case study in Malaysia. Energy Conversion and Management, 106, 1071–1081. https://doi.org/10.1016/j.enconman.2015.10.041.
CoM. (2018). Summary of the electricity sector in Lebanon. Presentation by Minister of Energy and Water to the Lebanese Council of Ministers, Beirut, Lebanon.
Curry, C. (2017). Lithium-ion battery cost and market. BNEF, New York City, United States of America.
Denholm, P., & Hand, M. (2011). Grid flexibility and storage required to achieve very high penetration of variable renewable electricity. Energy Policy, 39(3), 1817–1830. https://doi.org/10.1016/j.enpol.2011.01.019.
Denholm, P., & Margolis, R. M. (2007). Evaluating the limits of solar photovoltaics (PV) in traditional electric power systems. Energy Policy, 35(5), 2852–2861. https://doi.org/10.1016/j.enpol.2006.10.014.
Denholm, P., Novacheck, J., Jorgenson, J., & O’Connell, M. (2016). impact of flexibility options on grid economic carrying capacity of solar and wind: Three case studies. NREL, Golden, Colorado, United States of America.
Denholm, P., Eichman, J., & Margolis, R. (2017). Evaluating the technical and economic performance of PV plus storage power plants. NREL, Golden, Colorado, United States of America.
Denholm, P., Brinkman, G., & Mai, T. (2018). How low can you go? The importance of quantifying minimum generation levels for renewable integration. Energy Policy, 115, 249–257. https://doi.org/10.1016/j.enpol.2018.01.023.
Dent, S. (2017). Tesla completes its giant Australian Powerpack battery on time. https://www.engadget.com/2017/11/23/tesla-australia-powerpack-100-day-bet/. Accessed 31 Mar 2018.
EDF. (2008). Generartion and Transmission Master Plan for the ELectricity Sector – Generation Master Plan Report.
eia. (2018). Cost and Performance Characteristics of New Generating Technologies, Annual Energy Outlook 2018. U.S. Energy Information Administration.
El Hajj, R., Haddad, F. F., & El Karmouni, G. W. (2016). Perspectives. Middle East & North Africa: A Region Heating Up: Climate Change Activism in the Middle East and North Africa. Heinrich Böll Stiftung, Beirut, Lebanon.
El-Fadel, R. H., Hammond, G. P., Harajli, H. A., Jones, C. I., Kabakian, V. K., & Winnett, A. B. (2010). The Lebanese electricity system in the context of sustainable development. Energy Policy, 38(2), 751–761. https://doi.org/10.1016/j.enpol.2009.10.020.
Eller, A., & Dehamna, A. (2017). Country forecasts for utility-scale energy storage utility-scale energy storage system capacity and revenue forecasts for leading countries. Navigant Research, Chicago, Illinois, United States.
Feldman, D., Margolis, R., & Denholm, P. (2016). Exploring the potential competitiveness of utility-scale photovoltaics plus batteries with concentrating solar power, 2015–2030. NREL, Golden, Colorado, United States of America.
Fitzgerald, G., Mandel, J., Morris, J., & Touati, H. (2015). The economics of battery energy storage how multi-use, customer-sited batteries deliver the most services and value to customers and the grid. Rocky Mountain Institute.
Fraunhofer Institute for Solar Energy Systems I. (2017). Photovoltaics Report.
Giorgio, A.D., Giuseppi, A., Liberati, F., & Pietrabissa, A. (2017). Controlled Electricity Distribution Network Black Start with Energy Storage System Support Paper presented at the 2017 25th Mediterranean Conference on Control and Automation (MED), Valletta, Malta.
GoL. (2015). Lebanon’s intended nationally determined contribution under the United Nations framework convention on climate change. Government of Lebanon, Beirut, Lebanon.
Gupta, M. (2017). Large-scale energy storage system price trends: 2012–2022. GTM Research.
Hale, E. T., Stoll, B. L., & Novacheck, J. E. (2018). Integrating solar into Florida’s power system: Potential roles for flexibility. Solar Energy, 170, 741–751. https://doi.org/10.1016/j.solener.2018.05.045.
Harajli, H., Abou Joudeh, E., Obeid, J., Kodeih, W., & Harajli, M. (2011). Integrating wind energy into the Lebanese electricity system; Preliminary analysis on capacity credit and economic performance. Paper presented at the World Engineers’ Convention Geneva, Switzerland.
Hassan, G. (2011). The National wind Atlas for Lebanon. UNDP CEDRO Project, Beirut, Lebanon.
Hesse, H., Schimpe, M., Kucevic, D., & Jossen, A. (2017). Lithium-Ion Battery Storage for the Grid—A Review of Stationary Battery Storage System Design Tailored for Applications in Modern Power Grids. Energies, 10(12), 2107. https://doi.org/10.3390/en10122107.
Hittinger, E., & Azevedo, I. (2015). Bulk Energy Storage Increases United States Electricity System Emissions. Environmental Science and Technology, 49(5), 8. https://doi.org/10.1021/es505027p.
Hittinger, E., & Azevedo, I. (2017). Estimating the quantity of wind and solar required to displace storage-induced emissions. Environmental Science and Technology, 51(21), 12988–12997. https://doi.org/10.1021/acs.est.7b03286.
IEA. (2011). Modelling the capacity credit of renewable energy sources. OECD/IEA 2011, Paris, France.
IEA/OECD/NEA. (2015). Projected Costs of Generating Electricity. Organisation for Economic Co-operation and Development/International Energy Agency and Organisation for Economic Co-operation and Development/Nuclear Energy Agency, Paris, France.
IRENA. (2014). Pan-Arab Renewable Energy Strategy 2030: Roadmap of Actions for Implementation. IRENA, Abu Dhabi, United Arab Emirates.
IRENA. (2016a). Renewable energy in the Arab Region. Overview of developments. Abu Dhabi: International Renewable Energy Agency.
IRENA. (2016b). Renewable energy market analysis: The GCC region. Abu Dhabi: IRENA.
IRENA. (2017). Electricity storage and renewables: Costs and markets to 2030. IRENA, Abu Dhabi, United Arab Emirates.
IRENA. (2018). Renewable power generation costs in 2017. IRENA, Abu Dhabi, United Arab Emirates.
Kirby, B., Ma, O., & O’Malley, M. (2013). The value of energy storage for grid applications. NREL, Golden, Colorado, United States of America.
Kittner, N., Lill, F., & Kammen, D. M. (2017). Energy storage deployment and innovation for the clean energy transition. Nature Energy, 2(9), 17125. https://doi.org/10.1038/nenergy.2017.125.
Lai, C. S., & McCulloch, M. D. (2017). Levelized cost of electricity for solar photovoltaic and electrical energy storage. Applied Energy, 190, 191–203. https://doi.org/10.1016/j.apenergy.2016.12.153.
Lawder, M. T., Suthar, B., Northrop, P. W. C., De, S., Hoff, C. M., Leitermann, O., Crow, M. L., Santhanagopalan, S., & Subramanian, V. R. (2014). Battery Energy Storage System (BESS) and Battery Management System (BMS) for Grid-Scale Applications. Proceedings of the IEEE, 102(6), 1014–1030. https://doi.org/10.1109/jproc.2014.2317451.
Lazard. (2016). Lazard’s Levelized Cost of Storgae – Version 2.0.
Lazard. (2017). Lazard’s Levelized Cost of Electricty – Version 11.0.
LCEC. (2016). The national renewable energy action plan for the Republic of Lebanon 2016–2020. Lebanese Center for Energy Conversation, Beirut, Lebanon.
LCEC. (2018). http://www.lcec.org.lb/en/LCEC/DownloadCenter/Others#page=1. Accessed 15 April 2018.
Lebanon turns to wind farms for electricity. (2018). The Daily Star. Beirut, Lebanon.
Madaeni, S. H., Sioshansi, R., & Denholm, P. (2012). Comparison of capacity value methods for Photovoltaics in the Western United States. NREL, Golden, Colorado, United States of America.
Markandya, A., Saygin, D., Miketa, A., Gielen, D., & Wagner, N. (2016). The true cost of fossil fuels: Saving on the externalities of air pollution and climate change. IRENA, Abu Dhabi, United Arab Emirates.
McLaren, J., Gagnon, P., Anderson, K., Elgqvist, E., Fu, R., & Remo, T. (2016). Battery energy storage market: Commercial scale, lithium-ion projects in the U.S. NREL, Golden, Colorado, United States of America.
MEW. (2010). Policy paper for the electricity sector. Ministry of Energy and Water, Beirut, Lebanon.
Mills, A., & Wiser, R. (2012). Changes in the economic value of variable generation at high penetration levels: A pilot case study of California. Berkeley, California, Unites States of America.
MoE and UNDP. (2014). Strategic environmental assessment of Lebanon’s renewable energy sector. Ministry of Environment and United Nations Development Programme, Beirut, Lebanon.
Müller, M., Viernstein, L., Truong, C. N., Eiting, A., Hesse, H. C., Witzmann, R., & Jossen, A. (2017). Evaluation of grid-level adaptability for stationary battery energy storage system applications in Europe. Journal of Energy Storage, 9, 1–11. https://doi.org/10.1016/j.est.2016.11.005.
Nordhaus, W. (2014). Estimates of the social cost of Carbon: Concepts and results from the DICE-2013R model and alternative approaches. Journal of the Association of Environmental and Resource Economists, 1(1/2), 273–312. https://doi.org/10.1086/676035.
NREL. (2012). Cost and performance data for power generation technologies. B&V, Overland Park, Kansas, United States.
Poudineh, R., Sen, A., & Fattouh, B. (2018). Advancing renewable energy in resource-rich economies of the MENA. Renewable Energy, 123, 135–149. https://doi.org/10.1016/j.renene.2018.02.015.
REN21. (2018). Renewables 2018 Global Status Report.
Roberts, D. (2017). Elon Musk bet that Tesla could build the world’s biggest battery in 100 days. He won. https://www.vox.com/energy-and-environment/2017/11/28/16709036/elon-musk-biggest-battery-100-days. Accessed 31 March 2018.
Schmidt, O., Hawkes, A., Gambhir, A., & Staffell, I. (2017). The future cost of electrical energy storage based on experience rates. Nature Energy, 2(8), 17110. https://doi.org/10.1038/nenergy.2017.110.
Spector, J. (2017). Tesla Fulfilled Its 100-Day Australia Battery Bet. What’s That Mean for the Industry? https://www.greentechmedia.com/articles/read/tesla-fulfills-australia-battery-bet-whats-that-mean-industry#gs.KGhHkfQ. Accessed 31 March 2018.
Stroe, D.-I., Knap, V., Swierczynski, M., Stroe, A.-I., & Teodorescu, R. (2017). Operation of a Grid-Connected Lithium-Ion Battery Energy Storage System for Primary Frequency Regulation: A Battery Lifetime Perspective. IEEE Transactions on Industry Applications, 53(1), 430–438. https://doi.org/10.1109/tia.2016.2616319.
UNDP. (2017). LEBANON: Derisking Renewable Energy Investment. United Nations Development Programme, New York, NY.
Wolfe, P. R. (2018). Utility-Scale Solar Power. 1073–1093. https://doi.org/10.1016/b978-0-12-809921-6.00030-6.
Wright, T. P. (1936). Factors Affecting the Cost of Airplanes. Journal of the Aeronautical Sciences, 3(4), 7–128. https://doi.org/10.2514/8.155.
Yekini Suberu, M., Wazir Mustafa, M., & Bashir, N. (2014). Energy storage systems for renewable energy power sector integration and mitigation of intermittency. Renewable and Sustainable Energy Reviews, 35, 499–514. https://doi.org/10.1016/j.rser.2014.04.009.
Zeh, A., Müller, M., Naumann, M., Hesse, H., Jossen, A., & Witzmann, R. (2016). Fundamentals of Using Battery Energy Storage Systems to Provide Primary Control Reserves in Germany. Batteries, 2(3), 29. https://doi.org/10.3390/batteries2030029.
Zheng, C., & Kammen, D. M. (2014). An innovation-focused roadmap for a sustainable global photovoltaic industry. Energy Policy, 67, 159–169. https://doi.org/10.1016/j.enpol.2013.12.006.
Zou, P., Chen, Q., Xia, Q., He, G., & Kang, C. (2016). Evaluating the Contribution of Energy Storages to Support Large-Scale Renewable Generation in Joint Energy and Ancillary Service Markets. IEEE Transactions on Sustainable Energy, 7(2), 808–818. https://doi.org/10.1109/tste.2015.2497283.
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Annex 1: Key parameters adopted in the Homer Pro model
Annex 1: Key parameters adopted in the Homer Pro model
Conventional generation units’ parameters | ||
---|---|---|
Parameter | CCGT | OCGT |
Lifetime | 25 years | 25 years |
Capital expenditure | 1080 $/kW | 835 $/kW |
Fixed operation costs | 17.7 $/kW-year | 11.81 $/kW-year |
Variable operation costs | 2.6 $/MWh | 13.6 $/MWh |
Installation time | 31.75 months | 27 months |
Heat rate | 6591 BTU/kWh | 9697 BTU/kWh |
Minimum load | 50%, 40%, 30% | 10% |
Renewable energy generation parameters | ||
---|---|---|
Parameter | Solar PV plant | Wind farms |
Lifetime | 25 years | 25 years |
Capital expenditure | 565 $/kW | 1400 $/kW |
Fixed operation costs | 11 $/kW | 2% of capital cost |
Capacity factor | 19.40% | 37% |
Specific yield | 1700 kWh/kWp | 3241 kWh/kWp |
Inverter efficiency | 98% | – |
Derating factor | 88% | – |
Overall loss factor (wake effect, availability, electrical, and others) | – | 20% |
Hub height | – | 84 meters |
ESS parameters | |
---|---|
Parameter | Value |
Lifetime | 15 years |
Capital expenditure | 315 $/kWh |
Fixed operation costs | 1% of Capex |
Replacement cost | 145 $/kWh |
Minimum state of charge | 10% |
Rectifier efficiency | 98% |
Derating limit | 30% of initial capacity |
Main simulation and financial parameters and constraints | |
---|---|
Parameter | Main inputs |
Project lifetime | 25 years |
Effective interest rate (adjusted for inflation) | 12% per year |
Inflation rate | 2% per year |
Percentage of unmet load | 0% |
Dispatch strategy | Load Following or Cycle Charging |
Optimization objective | Economic minimization |
Minimum spinning reserve | 10% of instantaneous load +10% of instantaneous PV output +10% of instantaneous wind power output |
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Diab, A., Harajli, H., Ghaddar, N. (2019). Leapfrogging to Sustainability: Utility-Scale Renewable Energy and Battery Storage Integration – Exposing the Opportunities Through the Lebanese Power System. In: Qudrat-Ullah, H., Kayal, A. (eds) Climate Change and Energy Dynamics in the Middle East. Understanding Complex Systems. Springer, Cham. https://doi.org/10.1007/978-3-030-11202-8_7
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