References
A. Ade-Ibijola and C. Okonkwo, “ Artificial intelligence in africa:Emerging challenges,” in Responsible AI in Africa: Challenges and Opportunities, pp. 101– 117, Springer International Publishing Cham, 2023. A. V. Varganova, V. R. Khramshin, and A. A. Radionov, “ Improving efficiency of electric energy system and grid operating modes: Review of optimization techniques,” Energies, vol. 15, no. 19, p. 7177, 2022. Aboagye, S. Gyamfi, E. A. Ofosu, and S. Djordjevic, “ Status of renewable energy resources for electricity supply in ghana,” Scientific African, vol. 11, p. e00660, 2021. D. Mhlanga, “ Artificial intelligence in the industry 4.0, and its impact on poverty, innovation, infrastructure development, and the sustainable development goals: Lessons from emerging economies?,” Sustainability, vol. 13, no. 11, p. 5788, 2021. F. Pallonetto, M. De Rosa, F. Milano, and D. P. Finn, “ Demand response algorithms for smart- grid ready residential buildings using machine learning models,” Applied energy, vol. 239, pp. 1265– 1282, 2019. G. Hafeez, K. S. Alimgeer, and I. Khan, “ Electric load forecasting based on deep learning and optimized by heuristic algorithm in smart grid,” Applied Energy, vol. 269, p. 114915, H. H. Al-Baity, “ The artificial intelligence revolution in digital finance in saudi arabia: A comprehensive review and proposed framework,” Sustainability, vol. 15, no. 18, 2023. H. Othieno and J. Awange, “ Energy resources in africa,” Springer IntPubl Switz, vol. 2016, pp. 193– 205, 2016. H. Quest, M. Cauz, F. Heymann, C. Rod, L. Perret, C. Ballif, A. Virtuani and N. Wyrsch, “ A 3d indicator for guiding ai applications in the energy sector,” Energy and AI, vol. 9, p. 100167, 2022. I. Bisaga, “ Innovation for off-grid solar rural electrification,” in Affordable and Clean Energy, pp. 783– 793, Springer, 2021. I. D. Mienye and Y. Sun, “ A deep learning ensemble with data resampling for credit card fraud detection,” IEEE Access, vol. 11, pp. 30628– 30638, 2023. J. Gregory and B. K. Sovacool, “ Rethinking the governance of energy poverty in sub-saharan africa: Reviewing three academic perspectives on electricity infrastructure investment,” Renewable and Sustainable Energy Reviews, vol. 111, pp. 344– 354, 2019. J. Mugisha, M. A. Ratemo, B. C. B. Keza, and H. Kahveci, “ Assessing the opportunities and challenges facing the development of off-grid solar systems in eastern africa: The cases of kenya, ethiopia, and rwanda,” Energy Policy, vol. 150, p. 112131, 2021. J. Tomala, M. Mierzejewski, M. Urbaniec, and S. Martinez, “ Towards sustainable energy development in sub-saharan africa: Challenges and opportunities,” Energies, vol. 14, no. 19, p. 6037, 2021. J.-R. Ruiz-Sarmiento, J. Monroy, F.-A. Moreno, C. Galindo, J.-M.Bonelo, and J. Gonzalez- Jimenez, “ A predictive model for the maintenance of industrial machinery in the context of industry 4.0,” Engineering Applications of Artificial Intelligence, vol. 87, p. 103289, K. Bos, D. Chaplin, and A. Mamun, “ Benefits and challenges of expanding grid electricity in africa: A review of rigorous evidence on household impacts in developing countries,” Energy for sustainable development, vol. 44, pp. 64– 77, 2018. K. Ulsrud, T. Winther, D. Palit, and H. Rohracher, “ Village-level solar power in africa: Accelerating access to electricity services through a socio-technical design in kenya,” Energy Research & Social Science, vol. 5, pp. 34– 44, 2015. Key findings – africa energy outlook 2022 – analysis.” https://www.iea. org/reports/africa- energy-outlook-2022/key-findings. Accessed: 2024-5-15. M. Agoundedemba, C. K. Kim, and H.-G. Kim, “ Energy status in africa: Challenges, progress and sustainable pathways,” Energies, vol. 16 no. 23, p. 7708, 2023. M. Amir and S. Z. Khan, “ Assessment of renewable energy: Status, challenges, covid-19 impacts, opportunities, and sustainable energy solutions in africa,” Energy and Built Environment, vol. 3, no. 3, pp. 348– 362, 2022. M. P. Blimpo and M. Cosgrove-Davies, Electricity access in SubSaharan Africa: Uptake, reliability, and complementary factors for economic impact. World Bank Publications, M. S. Ibrahim, W. Dong, and Q. Yang, “ Machine learning driven smart electric power systems: Current trends and new perspectives,” Applied Energy, vol. 272, p. 115237, 2020. M. Shafiullah, S. Rahman, B. Imteyaz, M. K. Aroua, M. I. Hossain, and S. M. Rahman, “ Review of smart city energy modeling in southeast asia,” Smart Cities, vol. 6, no. 1, pp. 72– 99, 2023. N. Avila, J. P. Carvallo, B. Shaw, and D. M. Kammen, “ The energy challenge in sub-saharan africa: A guide for advocates and policy makers,” Generating Energy for Sustainable and Equitable Development, Part,vol. 1, pp. 1– 79, 2017. N. Kagiyama, S. Shrestha, P. D. Farjo, and P. P. Sengupta, “ Artificial intelligence: practical primer for clinical research in cardiovascular disease,” Journal of the American Heart Association, vol. 8, no. 17,p. e012788, 2019. O. Johnson, C. Muhoza, P. Osano, J. Senyagwa, and S. Kartha, Catalysing investment in sustainable energy infrastructure in Africa: Overcoming financial and non-financial constraints. JSTOR, 2017. P. Valickova and N. Elms, “ The costs of providing access to electricity inselected countries in sub-saharan africa and policy implications,” EnergyPolicy, vol. 148, p. 111935, 2021. R. Alawneh, F. E. M. Ghazali, H. Ali, and M. Asif, “ Assessing the contribution of water and energy efficiency in green buildings to achieve united nations sustainable development goals in jordan,” Building and Environment, vol. 146, pp. 119– 132, 2018. R. Ranganathan and C. Bric no-Garmendia, “ South sudan’ s infrastructure: a continental perspective,” World Bank Policy Research WorkingbPaper, no. 5814, 2011. S. Griffiths, “ A review and assessment of energy policy in the middle east and north africa region,” Energy Policy, vol. 102, pp. 249– 269, 2017. S. Karekezi, K. Lata, and S. T. Coelho, “ Traditional biomass energy: Improving its use and moving to modern energy use,” in Renewable energy, pp. 258– 289, Routledge, 2012. S. S. Ali and B. J. Choi, “ State-of-the-art artificial intelligence techniques for distributed smart grids: A review,” Electronics, vol. 9, no. 6, p. 1030, 2020. Y. Chawla, F. Shimpo, and M. M. Soko?owski, “Artificial intelligence and information management in the energy transition of india: lessons from the global
