Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm
This paper addresses the problem of optimal economic-environmental dispatch in Multi-Terminal High-Voltage Direct Current (MT-HVDC) networks using the Sine-Cosine Algorithm (SCA). This optimization methodology allows working with nonlinear non-convex large-scale optimization problems via sequential...
- Autores:
-
Montoya, Oscar Danilo
Giral-Ramírez, Diego Armando
Grisales-Noreña, Luis Fernando
- Tipo de recurso:
- Fecha de publicación:
- 2022
- Institución:
- Universidad Tecnológica de Bolívar
- Repositorio:
- Repositorio Institucional UTB
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.utb.edu.co:20.500.12585/12420
- Acceso en línea:
- https://hdl.handle.net/20.500.12585/12420
- Palabra clave:
- Economic Dispatch;
Combined Heat and Power;
Particle Swarm Optimization
LEMB
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by-nc-nd/4.0/
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Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm |
| title |
Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm |
| spellingShingle |
Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm Economic Dispatch; Combined Heat and Power; Particle Swarm Optimization LEMB |
| title_short |
Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm |
| title_full |
Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm |
| title_fullStr |
Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm |
| title_full_unstemmed |
Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm |
| title_sort |
Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm |
| dc.creator.fl_str_mv |
Montoya, Oscar Danilo Giral-Ramírez, Diego Armando Grisales-Noreña, Luis Fernando |
| dc.contributor.author.none.fl_str_mv |
Montoya, Oscar Danilo Giral-Ramírez, Diego Armando Grisales-Noreña, Luis Fernando |
| dc.subject.keywords.spa.fl_str_mv |
Economic Dispatch; Combined Heat and Power; Particle Swarm Optimization |
| topic |
Economic Dispatch; Combined Heat and Power; Particle Swarm Optimization LEMB |
| dc.subject.armarc.none.fl_str_mv |
LEMB |
| description |
This paper addresses the problem of optimal economic-environmental dispatch in Multi-Terminal High-Voltage Direct Current (MT-HVDC) networks using the Sine-Cosine Algorithm (SCA). This optimization methodology allows working with nonlinear non-convex large-scale optimization problems via sequential programming. The SCA works with an initial population and rules of advance based on the best current solution and sine and cosine functions that define the direction of the next solution. Three variants of the SCA are evaluated in a standard six-node MT-HVDC system considering a linear combination of the objective functions (i.e., greenhouse emissions and energy production costs). The main advantage of the proposed evolutionary approach lies in its pure algorithmic structure. Thus, it can be easily adapted to any continuous optimization problem. All numerical calculations are performed using MATLAB software. © 2022 |
| publishDate |
2022 |
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2022 |
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2023-07-24T20:49:21Z |
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2023-07-24T20:49:21Z |
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2023 |
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info:eu-repo/semantics/draft |
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draft |
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Montoya, O. D., Giral-Ramírez, D. A., & Grisales-Noreña, L. F. (2022). Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm. Results in Engineering, 13, 100348. |
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https://hdl.handle.net/20.500.12585/12420 |
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10.1016/j.rineng.2022.100348 |
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Universidad Tecnológica de Bolívar |
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Repositorio Universidad Tecnológica de Bolívar |
| identifier_str_mv |
Montoya, O. D., Giral-Ramírez, D. A., & Grisales-Noreña, L. F. (2022). Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm. Results in Engineering, 13, 100348. 10.1016/j.rineng.2022.100348 Universidad Tecnológica de Bolívar Repositorio Universidad Tecnológica de Bolívar |
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https://hdl.handle.net/20.500.12585/12420 |
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eng |
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eng |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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info:eu-repo/semantics/openAccess |
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Attribution-NonCommercial-NoDerivatives 4.0 Internacional Attribution-NonCommercial-NoDerivatives 4.0 Internacional |
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openAccess |
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Montoya, Oscar Danilo9fa8a75a-58fa-436d-a6e2-d80f718a4ea8Giral-Ramírez, Diego Armandoa9612d05-bc90-49f9-94c7-20a0766e00f5Grisales-Noreña, Luis Fernando7c27cda4-5fe4-4686-8f72-b0442c58a5d12023-07-24T20:49:21Z2023-07-24T20:49:21Z20222023Montoya, O. D., Giral-Ramírez, D. A., & Grisales-Noreña, L. F. (2022). Optimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithm. Results in Engineering, 13, 100348.https://hdl.handle.net/20.500.12585/1242010.1016/j.rineng.2022.100348Universidad Tecnológica de BolívarRepositorio Universidad Tecnológica de BolívarThis paper addresses the problem of optimal economic-environmental dispatch in Multi-Terminal High-Voltage Direct Current (MT-HVDC) networks using the Sine-Cosine Algorithm (SCA). This optimization methodology allows working with nonlinear non-convex large-scale optimization problems via sequential programming. The SCA works with an initial population and rules of advance based on the best current solution and sine and cosine functions that define the direction of the next solution. Three variants of the SCA are evaluated in a standard six-node MT-HVDC system considering a linear combination of the objective functions (i.e., greenhouse emissions and energy production costs). The main advantage of the proposed evolutionary approach lies in its pure algorithmic structure. Thus, it can be easily adapted to any continuous optimization problem. All numerical calculations are performed using MATLAB software. © 20226 páginasapplication/pdfenghttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 InternacionalAttribution-NonCommercial-NoDerivatives 4.0 Internacionalhttp://purl.org/coar/access_right/c_abf2Results in EngineeringOptimal economic-environmental dispatch in MT-HVDC systems via sine-cosine algorithminfo:eu-repo/semantics/articleinfo:eu-repo/semantics/drafthttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/version/c_b1a7d7d4d402bccehttp://purl.org/coar/resource_type/c_2df8fbb1Economic Dispatch;Combined Heat and Power;Particle Swarm OptimizationLEMBCartagena de IndiasKhan, I., Jack, M.W., Stephenson, J. Analysis of greenhouse gas emissions in electricity systems using time-varying carbon intensity (2018) Journal of Cleaner Production, 184, pp. 1091-1101. Cited 69 times. doi: 10.1016/j.jclepro.2018.02.309Xinghua, G., Qun, G., Sayyad, N. Optimal offering of wind-photovoltaic-thermal generation company in energy and reserve markets in the presence of environmental and risk analysis, Sustain. Energy Technol. Assessments 47. doi:10.3390/math8071100.Negussie, E., de Haas, Y., Dehareng, F., Dewhurst, R.J., Dijkstra, J., Gengler, N., Morgavi, D.P., (...), Biscarini, F. Invited review: Large-scale indirect measurements for enteric methane emissions in dairy cattle: A review of proxies and their potential for use in management and breeding decisions (2017) Journal of Dairy Science, 100 (4), pp. 2433-2453. Cited 98 times. http://www.elsevier.com/wps/find/journaldescription.cws_home/721317/description#description doi: 10.3168/jds.2016-12030Gavriluta, C., Candela, I., Citro, C., Luna, A., Rodriguez, P. Design considerations for primary control in multi-terminal VSC-HVDC grids (2015) Electric Power Systems Research, 122, pp. 33-41. Cited 49 times. doi: 10.1016/j.epsr.2014.12.020Montoya, O.D., Gil-Gonzalez, W., Garces, A. A Sequential Quadratic Programming Model for the Economic-Environmental Dispatch in MT-HVDC (2019) 2019 IEEE Workshop on Power Electronics and Power Quality Applications, PEPQA 2019 - Proceedings, art. no. 8851570. Cited 2 times. http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8844570 ISBN: 978-172811626-6 doi: 10.1109/PEPQA.2019.8851570Gjorgiev, B., Čepin, M. A multi-objective optimization based solution for the combined economic-environmental power dispatch problem (Open Access) (2013) Engineering Applications of Artificial Intelligence, 26 (1), pp. 417-429. Cited 65 times. doi: 10.1016/j.engappai.2012.03.002Alawode, K.O., Jubril, A.M., Kehinde, L.O., Ogunbona, P.O. Semidefinite programming solution of economic dispatch problem with non-smooth, non-convex cost functions (2018) Electric Power Systems Research, 164, pp. 178-187. Cited 27 times. doi: 10.1016/j.epsr.2018.07.026Li, J., Liu, F., Wang, Z., Low, S.H., Mei, S. Optimal Power Flow in Stand-Alone DC Microgrids (Open Access) (2018) IEEE Transactions on Power Systems, 33 (5), art. no. 8279503, pp. 5496-5506. Cited 113 times. doi: 10.1109/TPWRS.2018.2801280Montoya, O.D. Numerical Approximation of the Maximum Power Consumption in DC-MGs with CPLs via an SDP Model (2019) IEEE Transactions on Circuits and Systems II: Express Briefs, 66 (4), art. no. 8443095, pp. 642-646. Cited 28 times. http://www.ieee-cas.org doi: 10.1109/TCSII.2018.2866447Mandal, K.K., Chakraborty, N. Short-term combined economic emission scheduling of hydrothermal systems with cascaded reservoirs using particle swarm optimization technique (2011) Applied Soft Computing Journal, 11 (1), pp. 1295-1302. Cited 76 times. doi: 10.1016/j.asoc.2010.03.006Olangro, S.A., Musau, M.P., Odero, N.A. Hybridized Modified Bat Algorithm with Cardinal Priority Ranking for Solving Multi Area Environmental Economic Dispatch Problem (Open Access) (2018) 5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018, art. no. 8703217, pp. 6-11. Cited 2 times. http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8698743 ISBN: 978-172811301-2 doi: 10.1109/ISCMI.2018.8703217Talaat, M., El-Shaarawy, Z., Tayseer, M., El-Zein, A. An economic study concerning the cost reduction of the covered transmission conductors based on different optimization techniques (2021) Results in Engineering, 11, art. no. 100262. Cited 8 times. https://www.journals.elsevier.com/results-in-engineering doi: 10.1016/j.rineng.2021.100262Zaman, F., Sarker, R.A., Ray, T. Solving an economic and environmental dispatch problem using evolutionary algorithm (Open Access) (2014) IEEE International Conference on Industrial Engineering and Engineering Management, 2015-January, art. no. 7058862, pp. 1367-1371. Cited 8 times. http://ieeexplore.ieee.org/xpl/conferences.jsp ISBN: 978-147996410-9 doi: 10.1109/IEEM.2014.7058862Zhang, G.-L., Li, G.-Y., Xie, H., Ma, J.-W. Environmental/economic load dispatch based on weighted ideal point and hybrid evolutionary algorithm (2005) 2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005, pp. 2466-2471. Cited 5 times. ISBN: 078039092X; 978-078039092-8Giraldo, J.A., Montoya, O.D., Grisales-Noreña, L.F., Gil-González, W., Holguín, M. Optimal power flow solution in direct current grids using Sine-Cosine algorithm (Open Access) (2019) Journal of Physics: Conference Series, 1403 (1), art. no. 012009. Cited 8 times. http://iopscience.iop.org/journal/1742-6596 doi: 10.1088/1742-6596/1403/1/012009Bocanegra, S.Y., Montoya, O.D., Molina-Cabrera, A. Sine-cosine optimization approach applied to the parametric estimation in single-phase transformers by considering voltage and current measures (Open Access) (2021) DYNA (Colombia), 88 (219), pp. 19-27. Cited 4 times. http://www.scielo.org.co/pdf/dyna/v88n219/2346-2183-dyna-88-219-19.pdf doi: 10.15446/dyna.v88n219.93670Wang, M., Lu, G. A Modified Sine Cosine Algorithm for Solving Optimization Problems (2021) IEEE Access, 9, art. no. 9350604, pp. 27434-27450. Cited 22 times. http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639 doi: 10.1109/ACCESS.2021.3058128Abualigah, L., Diabat, A. Advances in Sine Cosine Algorithm: A comprehensive survey (2021) Artificial Intelligence Review, 54 (4), pp. 2567-2608. Cited 191 times. www.springer.com/journal/10462 doi: 10.1007/s10462-020-09909-3El-Shorbagy, M.A., Farag, M.A., Mousa, A.A., El-Desoky, I.M. A Hybridization of Sine Cosine Algorithm with Steady State Genetic Algorithm for Engineering Design Problems (Open Access) (2020) Advances in Intelligent Systems and Computing, 921, pp. 143-155. Cited 20 times. http://www.springer.com/series/11156 ISBN: 978-303014117-2 doi: 10.1007/978-3-030-14118-9_15Garces, A. On the convergence of Newton's method in power flow studies for dc microgrids (2018) IEEE Transactions on Power Systems, 33 (5), art. no. 8327530, pp. 5770-5777. Cited 120 times. doi: 10.1109/TPWRS.2018.2820430Montoya, O.D., Garrido, V.M., Gil-Gonzalez, W., Grisales-Norena, L.F. Power Flow Analysis in DC Grids: Two Alternative Numerical Methods (2019) IEEE Transactions on Circuits and Systems II: Express Briefs, 66 (11), art. no. 8606244, pp. 1865-1869. 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