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Allocation of Hybrid Distributed Generations and Energy Management in Radial Electrical Systems

DOI: 10.4236/sgre.2022.1311016, PP. 249-267

Keywords: Power Losses, Hybrid System, Distributed Generations, Cost of Energy

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Abstract:

This paper presents a method for optimal sizing of a Micro grid connected to a hybrid source to ensure the continuity and quality of energy in a locality with a stochastically changing population. The hybrid system is composed of a solar photovoltaic system, a wind turbine, and an energy storage system. The reliability of the system is evaluated based on the voltage level regulation on IEEE 33-bus and IEEE 69-bus standards. Power factor correction is performed, despite some reliability and robustness constraints. This work focuses on energy management in a hybrid system considering climatic disturbances on the one hand, and on the other hand, this work evaluates the energy quality and the cost of energy. A combination of genetic algorithms of particle swarm optimization (CGAPSO) shows high convergence speed, which illustrates the robustness of the proposed system. The study of this system shows its feasibility and compliance with standards. The results obtained show a significant reduction in the total cost of production of this proposed system.

References

[1]  Kitmo Tchaya, G.B., Djongyang, N. et al. (2022) Optimization of Hybrid Grid-Tie Wind Solar Power System for Large-Scale Energy Supply in Cameroon. International Journal of Energy and Environmental Engineering.
https://doi.org/10.1007/s40095-022-00548-8
[2]  Alphonse, S., Jacques, B., Kitmo, Djidimbele, R., Andre, P. and Cesar, K. (2021) Optimization PV/Batteries System: Application in Wouro Kessoum Village Ngaoundere Cameroon. Journal of Power and Energy Engineering, 9, 50-59.
https://doi.org/10.4236/jpee.2021.911003
[3]  Kitmo, R., Djidimbélé, D., Kidmo, K., Tchaya, G.B. and Djongyang, N. (2021) Optimization of the Power Flow of Photovoltaic Generators in Electrical Networks by MPPT Algorithm and Parallel Active Filters. Energy Reports, 7, 491-505.
https://doi.org/10.1016/j.egyr.2021.07.103
[4]  Giri, N.C., Mishra, S.P. and Mohanty, R.C. (2021) Performance Parameters, Optimization, and Recommendation in Large Scale On-Grid SPV Power Plant, Odisha, India. International Journal of Modern Agriculture, 9, 159-167.
http://modern-journals.com/index.php/ijma/article/view/196
[5]  Altun, A.F. and Kilic, M. (2020) Design and Performance Evaluation Based on Economics and Environmental Impact of a PV-Wind-Diesel and Battery Standalone Power System for Various Climates in Turkey. Renewable Energy, 157, 424-443.
https://doi.org/10.1016/j.renene.2020.05.042
[6]  Alphonse, S., Bikai, J., Fokone, A.T. and Cesar, K. (2020) Potentiel énergétique éolien et profil de consommation d’énergie dans le village Wouro Kessoum Ngaoundéré Cameroun. Journal of Renewable Energies, 23, 72-85.
[7]  Alphonse, S., Jacques, B., Kitmo and César, K. (2021) Optimisation par la méthode essaim particulaire d’un parc éolien autonome dans la ville de Ngaoundéré Optimization by the Particle Swarm Method of an Autonomous Wind Farm in the City of Ngaoundere. The 1st International Conference on Local Resource Exploitation, Ngaoundéré, 20-23 April 2021, 857-867.
https://www.researchgate.net/publication/356422689
[8]  Giri, N.C. and Mohanty, R.C. (2022) Agrivoltaic System: Experimental Analysis for Enhancing Land Productivity and Revenue of Farmers. Energy for Sustainable Development, 70, 54-61.
https://doi.org/10.1016/j.esd.2022.07.003
[9]  Kitmo, Tchaya, G.B., Kidmo, D.K., Alphonse, S. and Djongyang, N. (2021) Optimization of the Smart Grids Connected Using an Improved P&O MPPT Algorithm and Parallel Active Filters. Journal of Solar Energy Research, 6, 814-828.
[10]  Sandhya, Y.B., Rao, K.S., Rajesh, P.S., Giri, N.C., Das, S. and Bhadoria, V.S. (2022) Statistical Assessment of Sustainable Energy for the Lowest Feasible Levelized Cost of Electricity. 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering, Greater Noida, 28-29 April 2022, 1106-1109.
https://doi.org/10.1109/ICACITE53722.2022.9823748
[11]  Giri, N.C. and Mohanty, R.C. (2022) Design of Agrivoltaic System to Optimize Land Use for Clean Energy-Food Production: A Socio-Economic and Environmental Assessment. Clean Technologies and Environmental Policy, 24, 2595-2606.
https://doi.org/10.1007/s10098-022-02337-7
[12]  Mishra, S.P., Giri, N.C., Behera, D.D. and Nayak, S.R. (2020) Solar Trees: Shift from Grey to Green Sky for Future Fuel Pumps under Clean/Green Energy: India. International Journal of Environment and Climate Change, 10, 68-86.
https://doi.org/10.9734/ijecc/2020/v10i1130267
https://asianarchive.co.in/index.php/IJECC/article/view/4780
[13]  Alphonse, S., Abraham, T.F., Raoul, O. and Marcel, E. (2019) Resolution of the Equation of Drying by the Finite Windows Methods: Preliminary Study. International Journal of Engineering Science and Computing, 9, 19630-19633.
[14]  Kitmo, Tchaya, G.B. and Djongyang, N. (2022) Optimization of the Photovoltaic Systems on the North Cameroon Interconnected Electrical Grid. International Journal of Energy and Environmental Engineering, 13, 305-317.
https://doi.org/10.1007/s40095-021-00427-8
[15]  Djidimbélé, R., Ngoussandou, B.-P., Kidmo, D.K., Kitmo, Bajaj, M. and Raidandi, D. (2022) Optimal Sizing of Hybrid Systems for Power Loss Reduction and Voltage Improvement Using PSO Algorithm: Case Study of Guissia Rural Grid. Energy Reports, 8, 86-95.
https://doi.org/10.1016/j.egyr.2022.06.093
[16]  Lin, X.-M., Kireeva, N., Timoshin, A.V., Naderipour, A., Abdul-Malek, Z. and Kamyab, H. (2021) A Multi-Criteria Framework for Designing of Stand-Alone and Grid-Connected Photovoltaic, Wind, Battery Clean Energy System Considering Reliability and Economic Assessment. Energy, 224, Article ID: 120154.
https://doi.org/10.1016/j.energy.2021.120154
[17]  Lujano-Rojas, J.M., Dufo-López, R. and Bernal-Agustín, J.L. (2012) Optimal Sizing of Small Wind/Battery Systems Considering the DC Bus Voltage Stability Effect on Energy Capture, Wind Speed Variability, and Load Uncertainty. Applied Energy, 93, 404-412.
https://doi.org/10.1016/j.apenergy.2011.12.035
[18]  Prakash, D.B. and Lakshminarayana, C. (2016) Multiple DG Placements in Distribution System for Power Loss Reduction Using PSO Algorithm. Procedia Technology, 25, 785-792.
https://doi.org/10.1016/j.protcy.2016.08.173
[19]  Yaouba, Bajaj, M., et al. (2022) An Experimental and Case Study on the Evaluation of the Partial Shading Impact on PV Module Performance Operating under the Sudano-Sahelian Climate of Cameroon. Frontiers in Energy Research, 10, Article 924285.
https://doi.org/10.3389/fenrg.2022.924285
[20]  Das, C.K., Bass, O., Kothapalli, G., Mahmoud, T S. and Habibi, D. (2018) Overview of Energy Storage Systems in Distribution Networks: Placement, Sizing, Operation, and Power Quality. Renewable and Sustainable Energy Reviews, 91, 1205-1230.
https://doi.org/10.1016/j.rser.2018.03.068
[21]  Baran, M.E. and Wu, F.F. (1989) Network Reconfiguration in Distribution Systems for Loss Reduction and Load Balancing. IEEE Power Engineering Review, 4, 101-102.
https://doi.org/10.37256/aecm.122020328
[22]  Rasheed, M.S. and Shihab, S. (2020) Analysis of Mathematical Modeling of PV Cell with Numerical Algorithm. Advanced Energy Conversion Materials, 1, 70-79.
https://doi.org/10.37256/aecm.122020328
[23]  Wang, J., Hu, J. and Ma, K. (2016) Wind Speed Probability Distribution Estimation and Wind Energy Assessment. Renewable and Sustainable Energy Reviews, 60, 881-899.
https://doi.org/10.1016/j.rser.2016.01.057
[24]  Chaurasiya, P.K., Kumar, V. K., Warudkar, V. and Ahmed, S. (2019) Evaluation of Wind Energy Potential and Estimation of Wind Turbine Characteristics for Two Different Sites. International Journal of Ambient Energy, 42, 1409-1419.
https://doi.org/10.1080/01430750.2019.1611634
[25]  Shoaib, M., Siddiqui, I., Rehman, S., Khan, S. and Alhems, L.M. (2019) Assessment of Wind Energy Potential Using Wind Energy Conversion System. Journal of Cleaner Production, 216, 346-360.
https://doi.org/10.1016/j.jclepro.2019.01.128
[26]  Barakat, S., Ibrahim, H. and Elbaset, A.A. (2020) Multi-Objective Optimization of Grid-Connected PV-Wind Hybrid System Considering Reliability, Cost, and Environmental Aspects. Sustainable Cities and Society, 60, Article ID: 102178.
https://doi.org/10.1016/j.scs.2020.102178
[27]  Belouda, M., Hajjaji, M., Sliti, H. and Mami, A. (2018) Bi-Objective Optimization of a Standalone Hybrid PV-Wind-Battery System Generation in a Remote Area in Tunisia. Sustainable Energy, Grids and Networks, 16, 315-326.
https://doi.org/10.1016/j.segan.2018.09.005
[28]  Ohunakin, O.S., Oyewola, O.M. and Adaramola, M.S. (2013) Economic Analysis of Wind Energy Conversion Systems Using Levelized Cost of Electricity and Present Value Cost Methods in Nigeria. International Journal of Energy and Environmental Engineering, 4, Article No. 2.
https://doi.org/10.1186/2251-6832-4-2
[29]  El Alimi, S., Maatallah, T., Dahmouni, A.W. and Nasrallah, S.B. (2012) Modeling and Investigation of the Wind Resource in the Gulf of Tunis, Tunisia. Renewable and Sustainable Energy Reviews, 16, 5466-5478.
https://doi.org/10.1016/j.rser.2012.05.004
[30]  Gökçek, M. and Genç, M.S. (2009) Evaluation of Electricity Generation and Energy Cost of Wind Energy Conversion Systems (WECSs) in Central Turkey. Applied Energy, 86, 2731-2739.
https://doi.org/10.1016/j.apenergy.2009.03.025
[31]  Eberhart, R.C. and Shi, Y. (1998) Comparison between Genetic Algorithms and Particle Swarm Optimization. In: Porto, V.W., Saravanan, N., Waagen, D. and Eiben, A.E., Eds., Evolutionary Programming VII. EP 1998: Lecture Notes in Computer Science, Vol. 1447, Springer, Berlin, 611-616.
https://doi.org/10.1007/BFb0040812
[32]  Wang, L., et al. (2015) Particle Swarm Optimization Based Dictionary Learning for Remote Sensing Big Data. Knowledge-Based Systems, 79, 43-50.
https://doi.org/10.1016/j.knosys.2014.10.004
[33]  Al-Ghussain, L., Ahmad, A.D., Abubaker, A.M., Abujubbeh, M., Almalaq, A. and Mohamed, M.A. (2021) A Demand-Supply Matching-Based Approach for Mapping Renewable Resources towards 100% Renewable Grids in 2050. IEEE Access, 9, 58634-58651.
https://doi.org/10.1109/ACCESS.2021.3072969
[34]  Emad, D., El-Hameed, M.A. and El-Fergany, A.A. (2021) Optimal Techno-Economic Design of Hybrid PV/Wind System Comprising Battery Energy Storage: Case Study for a Remote Area. Energy Conversion and Management, 249, Article ID: 114847.
https://doi.org/10.1016/j.enconman.2021.114847
[35]  Ahmadi, S. and Abdi, S. (2016) Application of the Hybrid Big Bang-Big Crunch Algorithm for Optimal Sizing of a Stand-Alone Hybrid PV/Wind/Battery System. Solar Energy, 134, 366-374.
https://doi.org/10.1016/j.solener.2016.05.019
[36]  Mareli, M. and Twala, B. (2018) An Adaptive Cuckoo Search Algorithm for Optimisation. Applied Computing and Informatics, 14, 107-115.
https://doi.org/10.1016/j.aci.2017.09.001
[37]  Trivedi, I.N., Jangir, P., Kumar, A., Jangir, N. and Totlani, R. (2018) A Novel Hybrid PSO-WOA Algorithm for Global Numerical Functions Optimization. In: Bhatia, S., Mishra, K., Tiwari, S. and Singh, V., Eds., Advances in Computer and Computational Sciences. Advances in Intelligent Systems and Computing, Vol. 554, Springer, Singapore, 53-60.
https://doi.org/10.1007/978-981-10-3773-3_6

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