Characterizing Supply Reliability Through the Synergistic Integration of VRE towards Enhancing Electrification in Kenya

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Denis Juma
Josiah Munda
Charles Kabiri

Abstract

Decentralized electrical power systems, driven by variable renewable energy sources such as solar PV and wind, have the potential to provide accessible and sustainable energy, contributing to the realization of a zero-carbon transition. However, these sources are susceptible to extreme weather conditions, presenting a challenge to the reliability of the power system. With abundant resources and a significant rural population lacking access to electricity, Africa has emerged as a key area for research on variable renewable energy-based electricity generation. Despite this focus, there remains a substantial gap in understanding at regional-scale the potential and variability of solar and wind power across various time scales, as well as the impact of available resource synergy. This study aims to bridge this knowledge gap by conducting comprehensive simulations of hybrid wind and solar energy systems, both on-grid and off-grid, across 20 geographically diverse locations in Kenya. Using high-resolution hourly time step data, we examine the effect of resource complementarity on system reliability at varying time scales: daily, monthly and annually. The study findings shows the available VRE resource exhibit moderate tendency for complementarity, and optimizing their deployment can reduce hourly variability by 20%, significantly enhancing supply reliability, especially in the northern and eastern regions.

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Denis Juma, Josiah Munda, and Charles Kabiri , Trans., “Characterizing Supply Reliability Through the Synergistic Integration of VRE towards Enhancing Electrification in Kenya”, IJEAT, vol. 13, no. 5, pp. 60–70, Jun. 2024, doi: 10.35940/ijeat.E4485.13050624.
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[1]
Denis Juma, Josiah Munda, and Charles Kabiri , Trans., “Characterizing Supply Reliability Through the Synergistic Integration of VRE towards Enhancing Electrification in Kenya”, IJEAT, vol. 13, no. 5, pp. 60–70, Jun. 2024, doi: 10.35940/ijeat.E4485.13050624.
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References

P. Gertler, K. Lee, and A. M. Mobarak, “Electricity Reliability and Economic Development in Cities: A Microeconomic Perspective,” 2017. [Online]. Available: https://api.semanticscholar.org/CorpusID:55782393

P. K. Painuly, R. Tyagi, S. Vishwakarma, S. K. Khare, and M. Haghighi, “Energy Supply Using Nexus Approach for Attaining Sustainable Development Goal 7,” in Affordable and Clean Energy, W. Leal Filho, A. Marisa Azul, L. Brandli, A. Lange Salvia, and T. Wall, Eds., Cham: Springer International Publishing, 2021, pp. 562–573. doi: 10.1007/978-3-319-95864-4_84. https://doi.org/10.1007/978-3-319-95864-4_84

K. Qiu and E. Entchev, “Modeling, design and optimization of integrated renewable energy systems for electrification in remote communities,” Sustain. Energy Res., vol. 11, no. 1, Mar. 2024, doi: 10.1186/s40807-024-00103-5. https://doi.org/10.1186/s40807-024-00103-5

S. M. Mahmoudi, A. Maleki, and D. R. Ochbelagh, “Optimization of a hybrid energy system with/without considering back-up system by a new technique based on fuzzy logic controller,” Energy Convers. Manag., vol. 229, p. 113723, 2021, doi: https://doi.org/10.1016/j.enconman.2020.113723. https://doi.org/10.1016/j.enconman.2020.113723

H. Liu, D. Li, Y. Liu, M. Dong, X. Liu, and H. Zhang, “Sizing Hybrid Energy Storage Systems for Distributed Power Systems under Multi-Time Scales,” Appl Sci, vol. 8, no. 9, p. 1453, Aug. 2018, doi: 10.3390/app8091453. https://doi.org/10.3390/app8091453

H. Liu, B. Wu, A. Maleki, F. Pourfayaz, and R. Ghasempour, “Effects of Reliability Index on Optimal Configuration of Hybrid Solar/Battery Energy System by Optimization Approach: A Case Study,” Int J Photoenergy, vol. 2021, Oct. 2021, doi: 10.1155/2021/9779996. https://doi.org/10.1155/2021/9779996

M. J. Abed and A. Mhalla, “Reliability assessment of grid-connected multi-inverter for renewable power generation sector,” Arab Gulf J. Sci. Res., Feb. 2023, doi: 10.1108/agjsr-08-2022-0149. https://doi.org/10.1108/AGJSR-08-2022-0149

C. E. Hoicka and I. H. Rowlands, “Solar and wind resource complementarity: Advancing options for renewable electricity integration in Ontario, Canada,” Renew. Energy, vol. 36, no. 1, pp. 97–107, Jan. 2011, doi: 10.1016/j.renene.2010.06.004.

F. Monforti, T. Huld, K. Bıfmmodeacuteoelseófidis, L. Vitali, M. D’Isidoro, and R. Lacal-Arntegui, “Assessing complementarity of wind and solar resources for energy production in Italy. A Monte Carlo approach,” Renew. Energy, vol. 63, pp. 576–586, Mar. 2014, doi: 10.1016/j.renene.2013.10.028. https://doi.org/10.1016/j.renene.2010.06.004

P. de Jong, A. S. Sanchez, K. Esquerre, R. A. Kalid, and E. A. Torres, “Solar and wind energy production in relation to the electricity load curve and hydroelectricity in the northeast region of Brazil,” Renew. Sustain. Energy Rev, vol. 23, pp. 526–535, Jul. 2013, doi: 10.1016/j.rser.2013.01.050. https://doi.org/10.1016/j.renene.2013.10.028

S. Park and S. R. Salkuti, “Optimal Energy Management of Railroad Electrical Systems with Renewable Energy and Energy Storage Systems,” Sustainability, vol. 11, no. 22, p. 6293, Nov. 2019, doi: 10.3390/su11226293. https://doi.org/10.1016/j.rser.2013.01.050

A. Sankaran et al., “Multifractal Cross Correlation Analysis of Agro-Meteorological Datasets (Including Reference Evapotranspiration) of California, United States,” Atmosphere, vol. 11, no. 10, p. 1116, Oct. 2020, doi: 10.3390/atmos11101116. https://doi.org/10.3390/atmos11101116

F. J. Santos-Alamillos, D. Pozo-Vzquez, J. A. Ruiz-Arias, V. Lara-Fanego, and J. Tovar-Pescador, “Analysis of Spatiotemporal Balancing between Wind and Solar Energy Resources in the Southern Iberian Peninsula,” J. Appl. Meteorol. Climatol., vol. 51, no. 11, pp. 2005–2024, Nov. 2012, doi: 10.1175/JAMC-D-11-0189.1. https://doi.org/10.1175/JAMC-D-11-0189.1

H. M. Osofsky, “Modeling and Assessment of Wind and Insolation Resources with a Focus on Their Complementary Nature: A Case Study of Oklahoma,” in The New Geographies of Energy, Routledge, 2013, pp. 28–40. doi: 10.4324/9780203722299-8. https://doi.org/10.4324/9780203722299-8

D. Harrison-Atlas, C. Murphy, A. Schleifer, and N. Grue, “Temporal complementarity and value of wind-PV hybrid systems across the United States,” Renew. Energy, vol. 201, pp. 111–123, Dec. 2022, doi: 10.1016/j.renene.2022.10.060. https://doi.org/10.1016/j.renene.2022.10.060

A. Couto and A. Estanqueiro, “Assessment of wind and solar PV local complementarity for the hybridization of the wind power plants installed in Portugal,” J Clean. Prod, vol. 319, p. 128728, Oct. 2021, doi: 10.1016/j.jclepro.2021.128728. https://doi.org/10.1016/j.jclepro.2021.128728

P. E. Bett and H. E. Thornton, “The climatological relationships between wind and solar energy supply in Britain,” Renew. Energy, vol. 87, pp. 96–110, Mar. 2016, doi: 10.1016/j.renene.2015.10.006. https://doi.org/10.1016/j.renene.2015.10.006

R. Castro and J. Crispim, “Variability and correlation of renewable energy sources in the Portuguese electrical system,” Energy Sustain. Dev., vol. 42, pp. 64–76, Feb. 2018, doi: 10.1016/j.esd.2017.10.005. https://doi.org/10.1016/j.esd.2017.10.005

H. D. Puspitarini, B. Francois, M. Zaramella, C. Brown, and M. Borga, “The impact of glacier shrinkage on energy production from hydropower-solar complementarity in alpine river basins,” Sci Total Env., vol. 719, p. 137488, Jun. 2020, doi: 10.1016/j.scitotenv.2020.137488. https://doi.org/10.1016/j.scitotenv.2020.137488

A. Beluco, P. Kroeff de Souza, and A. Krenzinger, “A method to evaluate the effect of complementarity in time between hydro and solar energy on the performance of hybrid hydro PV generating plants,” Renew. Energy, vol. 45, pp. 24–30, Sep. 2012, doi: 10.1016/j.renene.2012.01.096. https://doi.org/10.1016/j.renene.2012.01.096

P. C. S. Borba, W. C. Sousa, M. Shadman, and S. Pfenninger, “Enhancing drought resilience and energy security through complementing hydro by offshore wind powerıfmmode—else—fiThe case of Brazil,” Energy Convers Manage, vol. 277, p. 116616, Feb. 2023, doi: 10.1016/j.enconman.2022.116616. https://doi.org/10.1016/j.enconman.2022.116616

K. J. Nyoni, A. Maronga, P. G. Tuohy, and A. Shane, “Hydro–Connected Floating PV Renewable Energy System and Onshore Wind Potential in Zambia,” Energies, vol. 14, no. 17, p. 5330, Aug. 2021, doi: 10.3390/en14175330. https://doi.org/10.3390/en14175330

H. I. Jager, R. A. Efroymson, and R. A. McManamay, “Renewable energy and biological conservation in a changing world,” Biol Conserv, vol. 263, p. 109354, Nov. 2021, doi: 10.1016/j.biocon.2021.109354. https://doi.org/10.1016/j.biocon.2021.109354

J. Jurasz, J. Mikulik, M. Krzywda, B. Ciapala, and M. Janowski, “Integrating a wind- and solar-powered hybrid to the power system by coupling it with a hydroelectric power station with pumping installation,” Energy, vol. 144, pp. 549–563, Feb. 2018, doi: 10.1016/j.energy.2017.12.011. https://doi.org/10.1016/j.energy.2017.12.011

A. Kies, B. U. Schyska, and L. von Bremen, “The Effect of Hydro Power on the Optimal Distribution of Wind and Solar Generation Facilities in a Simplified Highly Renewable European Power System,” Energy Procedia, vol. 97, pp. 149–155, Nov. 2016, doi: 10.1016/j.egypro.2016.10.043. https://doi.org/10.1016/j.egypro.2016.10.043

A. Risso, A. Beluco, and R. D. C. Marques Alves, “Complementarity Roses Evaluating Spatial Complementarity in Time between Energy Resources,” Energies, vol. 11, no. 7, p. 1918, Jul. 2018, doi: 10.3390/en11071918. https://doi.org/10.3390/en11071918

G. Ren et al., “Investigating the Complementarity Characteristics of Wind and Solar Power for Load Matching Based on the Typical Load Demand in China,” IEEE Trans. Sustain. Energy, vol. 13, no. 2, pp. 778–790, Apr. 2022, doi: 10.1109/tste.2021.3131560.

J. Jurasz, F. A. Canales, A. Kies, M. Guezgouz, and A. Beluco, “A review on the complementarity of renewable energy sources: Concept, metrics, application and future research directions,” Sol. Energy, vol. 195, pp. 703–724, Jan. 2020, doi: 10.1016/j.solener.2019.11.087.

E. Nyenah, S. Sterl, and W. Thiery, “Pieces of a puzzle: solar-wind power synergies on seasonal and diurnal timescales tend to be excellent worldwide,” Environ. Res. Commun., vol. 4, no. 5, p. 055011, May 2022, doi: 10.1088/2515-7620/ac71fb. https://doi.org/10.1088/2515-7620/ac71fb

https://en.wind-turbine-models.com/turbines/16-vestas-v90.”

S. Dubey, J. Sarvaiya, and B. Seshadri, “Temperature Dependent Photovoltaic (PV) Efficiency and Its Effect on PV Production in the World – A Review,” Energy Procedia, vol. 33, pp. 311–321, Dec. 2013, doi: 10.1016/j.egypro.2013.05.072.

M. G. KENDALL, “A NEW MEASURE OF RANK CORRELATION,” Biometrika, vol. 30, no. 1–2, pp. 81–93, Jun. 1938, doi: 10.1093/biomet/30.1-2.81. https://doi.org/10.1093/biomet/30.1-2.81

“Kendall tau metric - Encyclopedia of Mathematics.” Aug. 2023. [Online]. Available: https://encyclopediaofmath.org/index.php?title=Kendall_tau_metric

P. Wessa, “Kendall tau Rank Correlation (v1.0.13) in Free Statistics Software (v1.2.1), Office for Research Development and Education,.” 2017. [Online]. Available: URL https://www.wessa.net/rwasp_kendall.wasp/

D. Kokol Bukovšek and N. Stopar, “On the Exact Regions Determined by Kendall’s Tau and Other Concordance Measures,” Mediterr. J. Math., vol. 20, no. 3, Feb. 2023, doi: 10.1007/s00009-023-02350-0. https://doi.org/10.1007/s00009-023-02350-0

F. A. Canales, J. Jurasz, A. Beluco, and A. Kies, “Assessing temporal complementarity between three variable energy sources through correlation and compromise programming,” Energy, vol. 192, p. 116637, Feb. 2020, doi: 10.1016/j.energy.2019.116637. https://doi.org/10.1016/j.energy.2019.116637

Y. K. Putri and A. Adrianti, “Calculation of Photovoltaic Reliability for Assessing Loss of Load Probability,” in 2020 7th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), 2020, pp. 230–235. doi: 10.1109/ICITACEE50144.2020.9239171. https://doi.org/10.1109/ICITACEE50144.2020.9239171

J. Ssengonzi, J. X. Johnson, and J. F. DeCarolis, “An efficient method to estimate renewable energy capacity credit at increasing regional grid penetration levels,” Renew. Sustain. Energy Transit., vol. 2, p. 100033, 2022, doi: https://doi.org/10.1016/j.rset.2022.100033. https://doi.org/10.1016/j.rset.2022.100033

Novacheck and J. X. Johnson, “Diversifying wind power in real power systems,” Renew. Energy, vol. 106, pp. 177–185, Jun. 2017, doi: 10.1016/j.renene.2016.12.100. https://doi.org/10.1016/j.renene.2016.12.100

T. H. Ruggles and K. Caldeira, “Wind and solar generation may reduce the inter-annual variability of peak residual load in certain electricity systems,” Appl. Energy, vol. 305, p. 117773, Jan. 2022, doi: 10.1016/j.apenergy.2021.117773. https://doi.org/10.1016/j.apenergy.2021.117773

H. C. Bloomfield, C. M. Wainwright, and N. Mitchell, “Characterizing the variability and meteorological drivers of wind power and solar power generation over Africa,” Meteorol. Appl., vol. 29, no. 5, Sep. 2022, doi: 10.1002/met.2093. https://doi.org/10.1002/met.2093

Das, N. K., Saikia, P. M., Buragohain, Dr. M., & Saikia, N. (2022). An Adaptive Controller Design using Duelist Optimization Algorithm for an Interconnected Power System. In International Journal of Engineering and Advanced Technology (Vol. 11, Issue 4, pp. 1–15). https://doi.org/10.35940/ijeat.d3410.0411422

Ramani, P. R., Shariff, S. M., & Brahmam, M. N. V. V. (2020). PV-Hess Based Zeta Converter for BLDC Motor Drive using Fuzzy Logic Controller. In International Journal of Innovative Technology and Exploring Engineering (Vol. 9, Issue 3, pp. 1455–1460). https://doi.org/10.35940/ijitee.b7828.019320

Srivastava, S., & Maurya, Dr. S. (2019). Fuel efficiency optimization Techniques in Hybrid Vehicle. In International Journal of Recent Technology and Engineering (IJRTE) (Vol. 8, Issue 3, pp. 6790–6799). https://doi.org/10.35940/ijrte.c5160.098319

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