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Solution Of Solar Energy-based Different Load Dispatch Problems Using BSA-PSO Hybrid Algorithm
One of the important research priorities for decades has been reliable and cheap energy supply. Different approaches have been developed for economic dispatch (ED) in order to resolve the continuous problem of sustainable energy production at optimized prices. Rapid fuel price increases, fossil fuel supply exhaustion, and environmental challenges have pushed people into the energy mix to integrate Renewable Energy (RE) tools. This paper proposed a method for solving these problems, i.e. traditional ED and RE based ED, with the hybrid backtracking search algorithm (BSA) and particle swarm optimization (PSO) algorithm. Thirteen photovoltaic (PV) plates with a solar power generation unit are considered here, with fifteen and forty test systems. Proposed solar powered test systems are used to assess optimum generation cost using the BSA-PSO hybrid algorithm, simple BSA and PSO. Proposed hybrid BSA and PSO algorithm is better than the standard BSA, PSO, sine cosine algorithm, whale algorithms and mine blast algorithm as compared to their simulation performance.
Economic Load Dispatch, Particle Swarm Optimization, Combined Economic Emission Load Dispatch, Backtracking Search Algorithm.
- Dasgupta, K., Ghorui, S.K. and Roy, P.K., Combined Economic and Emission Load Dispatch Solution Using BSA-PSO Hybrid Algorithm, 15th IEEE India Council International Conference (INDICON), 2018.
- Dasgupta, K. and Ghorui, S.K., An Analysis of Economic Load Dispatch with Prohibited Zone Constraints Using BSA Algorithm, International Conference on Computer, Electrical & Communication Engineering (ICCECE), 2016.
- Acharya, U.K. and Kumar, S., Particle Swarm optimization Exponential Constriction Factor (PSO-ECF) Based Channel Equalization, 6th International Conference on Computing for Sustainable Global Development, pp.94-97,2019.
- Ding, W. And Fang, W., Target Tracking by Sequential Random Draft Particle Swarm Optimization Algorithm, IEEE International Smart Cities Conference (ISC2), 2018.
- Jain, A. And Jain, M.B., Fuzzy Modeling and Similarity Based Short Term Load Forecasting Using Evolutionary Particle Swarm Optimization, IEEE Power and Energy Society General Meeting, 2012.
- Maity, D., Banerjee, S. and Chanda, C.K., Multi-Objective Economic Emission Load Dispatch Using Modified BiogeographyBased Optimization Algorithm, IEEE 7th Power India International Conference (PIICON),2012.
- Vaisakh, K., Praveena, P. and Rama Mohana Rao, S., A Bacterial Foraging PSO — DE Algorithm for Solving Reserve Constrained Dynamic Economic Dispatch Problem, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), pp. 153159,2011.
- Kong, Y., Zhao, D., Yang, B., Shen, T., Li, H. and Han, K, Static Output Feedback Control for Active Suspension Using PSODE/ LMI Approach, IEEE International Conference on Mechatronics and Automation, pp.366-370,2012.
- Parassuram, A., Deepa, S. N. And Karthick, M., A Hybrid Technique Using Particle Swarm Optimization and Differential Evolution to Solve Economic Dispatch Problem with Valve-Point Effect, International Conference on Recent Advancements in Electrical, Electronics and Control Engineering, pp.51-56,2011.
- Fu, H., A Novel Hybrid Differential Evolution and Particle Swarm Optimization Algorithm for Binary CSPs, International Conference on Computer Science and Electronics Engineering, pp.545-549,2012.
- Vaisakh, K. and Kanta Rao, P., Optimal Reactive Power Allocation Using PSO-DV Hybrid Algorithm, Annual IEEE India Conference, Kanpur, pp. 1-6,2008.
- Valle, Y.D., Hernandez, J. C., Venayagamoorthy, G. K. and Harley, R.G., Optimal STATCOM Sizing and Placement Using Particle Swarm Optimization, 2006 IEEE/PES Transmission & Distribution Conference and Exposition: Latin America, pp. 1-6,2006.
- Zhao, D. And Yi, J. and Liu, D., Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman Problem, IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning, pp.32-37, 2007.
- Lope, H.S. and Coelho, L.S., Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman Problem, Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 2016.
- Khan, N.A., Khan, G.A. and Gao, F., Optimizing Combined Emission Economic Dispatch for Solar Integrated Power Systerns, Optimizing CEED for Solar Integrated Power Systems, Vol. 4, 2016.
- Brini, S., Abdullah, H.H. and Ouali, A., Economic Dispatch for Power System included Wind and Solar Thermal Energy, Leonardo Journal of Sciences, pp.204-220, 2009.
- Khan, N.A., Awan, A.B., Mahmood, A., Razzaq, S., Zafar, A. and Sindhu, G.A.S., Combined Emission Economic Dispatch of Power System Including Solar Photo Voltaic Generation, Energy Conversion and Management, pp.82-92,2014.
- Coelho, L.S. and Mariani, V.C., Combining of Chaotic Differential Evolution and Quadratic Programming for Economic Dispatch Optimization with Valve-Point Effect, IEEE Transactions on Power Systems, Vol.21, No.2, pp.989-996, 2016.
- Coelho, Ld.S. and Mariani, V.C., Economic Load Dispatch using Bacterial Foraging Technique with Particle Swarm Optimization Biased Evolution, 2008 IEEE Swarm Intelligence Symposium, St. Louis MO, USA, 2008.
- Sengupta, A., Dasgupta, K. and Roy, P. K., Analysis of Economic Load Dispatch with Ramp Rate Limit Constant using Hybrid BSA-PSO Algorithm, TTIC, Vol.3,2019.
- Pal, A., Dasgupta, K., Banerjee, S. And Chanda, C.K., An Analysis of Economic Load Dispatch with Ramp-Rate Limit Constraints Using BSA, Conference on Electrical, Electronics and Computer Science (SCEECS), 2016.
- Dasgupta, K., Roy, P.K. and Mukherjee, V., Power Flow-Based Hydro-Thermal-Wind Scheduling of Hybrid Power System Using Sine Cosine Algorithm, Electric Power Systems Research, Vol. 178,2020.
- Elaziz, Abd., Lu, Md. S.F. and He, S., A Multi-Leader Whale Optimization Algorithm for Global Optimization and Image Segmentation, Expert Systems with Applications Vol.175,1 August 2021.
- Sengupta, A., Dasgupta, K. and Roy, P.K., Analysis of Economic Load Dispatch Using Mine Blast Algorithm, Power Electronics Applications and Technology in Present Energy Scenario (PETPES), 2019.
- Bhattacharya, A. and Chattopadhyay, P.K., A Modified Particle Swarm Optimization for Solving the Non-Convex Economic Dispatch, 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 6-9 May 2009.
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