Abstract
An optimal energy management strategy of micro-grid consisting of solar energy sources and hydrogen system consisting of fuel cell and electrolyzer is presented in this paper. The uncertainty aspects of solar energy source and load is also considered in this work. Hydrogen and battery storage devices are used as long term and short-term devices respectively. A 24-h power dispatch strategy is proposed, considering both the minimization of operating costs and the environment costs due to carbon emission. Various operational constraints such as power equality, maximum and minimum power of generating sources etc. are considered in an operational strategy of the microgrid. An IEEE 13 bus system is considered as the test micro-grid. Further, this paper introduces a forthcoming study to be conducted by the authors to investigate the unique challenges of energy markets with large-scale penetrations of renewables, focusing on flexibility markets, with the main aim of placing the work on micro-grids described in the paper into a broader context, related to energy markets and power systems generally.
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References
Alam, M., Kumar, K., Dutta, V.: Design and analysis of fuel cell and photovoltaic based 110 V DC microgrid using hydrogen energy storage. Energy Storage 1(3), e60 (2019)
Cingoz, F., Elrayyah, A., Sozer, Y.: Optimized resource management for PV–fuel-cell-based microgrids using load characterizations. IEEE Trans. Ind. Appl. 52(2), 1723–1735 (2015)
Duman, A.C., Güler, Ö.: Techno-economic analysis of off-grid PV/wind/fuel cell hybrid system combinations with a comparison of regularly and seasonally occupied households. Sustain. Cities Soc. 42, 107–126 (2018)
Petrollese, M., Valverde, L., Cocco, D., Cau, G., Guerra, J.: Real-time integration of optimal generation scheduling with MPC for the energy management of a renewable hydrogen-based microgrid. Appl. Energy 166, 96–106 (2016)
Marocco, P., Ferrero, D., Gandiglio, M., Ortiz, M.M., Sundseth, K., Lanzini, A., Santarelli, M.: A study of the techno-economic feasibility of H2-based energy storage systems in remote areas. Energy Convers. Manage. 211, 112768 (2020)
Hwangbo, S., Nam, K., Heo, S., Yoo, C.: Hydrogen-based self-sustaining integrated renewable electricity network (HySIREN) using a supply-demand forecasting model and deep-learning algorithms. Energy Convers. Manage. 185, 353–367 (2019)
GarcÃa, P., Torreglosa, J.P., Fernandez, L.M., Jurado, F.: Optimal energy management system for stand-alone wind turbine/photovoltaic/hydrogen/battery hybrid system with supervisory control based on fuzzy logic. Int. J. Hydrogen Energy 38(33), 14146–14158 (2013)
Ghatak, S.R., Sannigrahi, S., Acharjee, P.: Multiobjective framework for optimal integration of solar energy source in three-phase unbalanced distribution network. IEEE Trans. Ind. Appl. 56(3), 3068–3078 (2020)
Deb, K.: Multi-objective Optimization Using Evolutionary Algorithm, 1st edn, pp. 203–207, Wiley (2001)
Kumar, M., Guria, C.: The elitist non-dominated sorting genetic algorithm with inheritance and its jumping gene adaptations for multi-objective optimization. Inf. Sci. 382–383, 15–37 (2017)
Jeyadevi, S., Baskar, S., Babulal, C.K., Iruthayarajan, M.W.: Solving multiobjective optimal reactive power dispatch using modified NSGA-II. Int. J. Electr. Power Energy Syst. 33(2), 219–228 (2011)
Hayat N., Roy Ghatak S., Rani Pani, S., Mishra, S.: Performance improvement of three phase unbalance distribution system using DG and DSTATCOM. In: IEEE Calcutta Conference (CALCON), pp. 200–205 (2020)
Lopes, F., Coelho, H.: Electricity markets with increasing levels of renewable generation: structure, operation, agent-based simulation and emerging designs, Springer, Cham (2018). https://doi.org/10.1007/978-3-319-74263-2
Lopes, F.: From wholesale energy markets to local flexibility markets: structure, models and operation. In: Local Electricity Markets. Academic Press, London (2021)
Lopes, F.: MATREM: an Agent-based simulation tool for electricity markets. In: Electricity Markets with Increasing Levels of Renewable Generation: Structure, Operation, Agent-Based Simulation and Emerging Designs, pp. 189–225, Springer, Cham (2018). https://doi.org/10.1007/978-3-319-74263-2_8
Algarvio, H., Couto, A., Lopes, F., Estanqueiro, A., Santana, J.: Multi-agent energy markets with high levels of renewable generation: a case-study on forecast uncertainty and market closing time. In: Omatu, S., et al. (ed.) 13th International Conference on Distributed Computing and Artificial Intelligence, pp. 339–347. Springer, Cham (2016)https://doi.org/10.1007/978-3-319-40162-1_37
Lopes, F., Mamede, N., Novais, A.Q., Coelho, H.: Negotiation tactics for autonomous agents. In: 12th International Workshop on Database and Expert Systems Applications (DEXA), IEEE, pp. 1–5 (2001)
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Ghatak, S.R., Lopes, F., Acharjee, P. (2021). Energy Management Strategy of Solar Hydrogen Based Micro-grid and Flexible Market. In: De La Prieta, F., El Bolock, A., Durães, D., Carneiro, J., Lopes, F., Julian, V. (eds) Highlights in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection. PAAMS 2021. Communications in Computer and Information Science, vol 1472. Springer, Cham. https://doi.org/10.1007/978-3-030-85710-3_19
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