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Optymalna ekonomiczna wysyłka systemu smart grid
Języki publikacji
Abstrakty
In this paper, we present the optimal economic dispatch (ED) strategy based on smart grid systems. We determine in this paper the minimum powers to be generated to satisfy a given load. Calculating minimum power amounts to calculating the minimum cost of electricity supplied to the consumer. The problem treated is an optimization problem with complex equality and inequality constraints requiring the use of an optimization method to solve it. We have considered the system in its steady state conditions.
W niniejszym artykule przedstawiamy optymalną strategię ekonomicznej wysyłki (ED) opartą na systemach inteligentnych sieci. W tym artykule określamy minimalne moce, które mają być wygenerowane w celu zaspokojenia danego obciążenia. Obliczenie mocy minimalnej sprowadza się do obliczenia minimalnego kosztu energii elektrycznej dostarczonej do odbiorcy. Rozpatrywany problem to problem optymalizacji ze złożonymi ograniczeniami równości i nierówności, wymagający zastosowania metody optymalizacji do jego rozwiązania. Rozważaliśmy system w warunkach stanu ustalonego.
Wydawca
Czasopismo
Rocznik
Tom
Strony
215--220
Opis fizyczny
Bibliogr. 49 poz., rys., tab.
Twórcy
autor
- Djillali Liabes University of Technology Sidi-Bel-Abbes,Algeria
autor
- Djillali Liabes University of Technology Sidi-Bel-Abbes,Algeria
Bibliografia
- 1. N. Kayastha, D. Niyato, E. Hossain, Z. Han, Smart grid sensor data collection, communication, and networking: A tutorial, Wirel. Commun. Mob. Comput., 14, pp. 1055–1087 (2014).
- 2. V. Caballero, D. Vernet, A. Zaballos, G. Corral, Prototyping a web-of-energy architectrure for smart integration of sensor networks in smart grids domain, Sensors., 18, 2, pp. 1055–1087 (2018).
- 3. European Technology Platform (ETP) SmartGrids. Strategic Deployment Document for Europe’s Electricity Networks of the Future. Available online: http://www.smartgrids.eu/documents/SmartGrids_SDD_ FINAL_APPRIL2010.pdf (accessed on 2 June 2018).
- 4. United States Department of Energy, The Smart Grid: An Introduction,Available online: http://www.oe.energy.gov/SmartGridIntroduction.htm (accessed on 2 June 2018).
- 5. A. Bari, J. Jiang, W. Saad, A. Jaekel, Challenges in the Smart Grid Applications: An Overview, International Journal of Distributed Sensor Networks, 10, 2, pp. 1-11 (2014).
- 6. R. Cespedes, Planning the electrical energy system 2.0 with Smart Grids, IEEE Power and Energy Society General Meeting (PES), pp. 1–4, (2013).
- 7. R. Miceli, Energy Management and Smart Grids, Energies, 6, pp.2262–2290, (2013).
- 8. M. BOUDOUR, A. HALLAL, Basic Electrical Networks and Basic Concepts, Blue Pages, Algiers, (2010).
- 9. H. BEVRANI, T. HIYAMA, Intelligent Automatic Generation Control, CRC Press; KUMAMOTO UNIVERSITY, 2011, p. 298.
- 10. J. Gao, Y. Xiao, J. Liu, W. Liang, C.L.P. Chen, A survey of communication/networking in Smart Grids, Future Generation Computer Systems, 28, 2, pp. 391–404, (2012).
- 11. W. Wang, Y. Xu, M. Khanna, A survey on the communication architectures in smart grid, Computer Networks, 55, 15, pp. 3604–3629, (2011).
- 12. CEA, The smart grid: a pragmatic approach, Tech. Rep., Canadian Electricity Association, 2010, http://www.electricity.ca/ media/SmartGrid/SmartGridpaperEN.pdf.
- 13. Singer, J. (2009) ‘Enabling tomorrow’s electricity system: report of the Ontario Smart Grid forum’, Independent Electricity System Operator, pp.1-50.
- 14. P. Murphy et al., “Enabling tomorrow’s electricity system: report of the Ontario Smart Grid forum,” Tech. Rep., Ontario Smart Grid Forum, (2010).
- 15. N. Cai, , N.T.T. Nga, J. Mitra, Economic Dispatch in Microgrids Using MultiAgent System‖, Proceedings of North American Power Symposium (NAPS 2012), Champaign, IL, USA, 11, 9, pp. 1–5, (2012).
- 16. N. Jenki, J.B. Ekanayake, G. Strbac, Distributed Generation, London: The Institution of Engineering and Technology, 2009, p. 293.
- 17. Pawel Drzymala, Krzysztof Komeza, Henryk Welfle, Slawomir Wiak, Damian Kardas and Stefan Sieradzki, "Field analysis of end regions of stator windings of large turbo-generators", ISEF, 2009.
- 18. J. Ekanayake, N. Jenkins, K. Liyanage, J. Wu, A. Yokoyama, Smart Grid: Technology and Applications, Chichester: John Wiley & Sons, Ltd., 2012, p. 310.
- 19. European Commission, European Technology Platform for the Electricity Net works of the Future, (2015-12-02). http://www.smartgrids.eu/ETPSmartGrids2
- 20. M. Vanithasri, R. Balamurugan and L. Lakshminarasimman, Implementation of Radial Movement Optimization (RMO) Algorithm for Solving Economic Dispatch and Fixed Head Hydrothermal Generation Scheduling, 2018, p. 63–97.
- 21. M. YOUNES, S. HADJRI, H. SAYAH, Economic Dispatching by an Artificial Method, ACTA ELECTROTEHNICA, 50, 2, (2009).
- 22. Vasebi, A., Fesanghary, M., and Bathaee, S.M.T. (2007) ‘Combined heat and power economic dispatch by harmony search algorithm’, International Journal of Electrical Power and Energy Systems, Vol. 29, No. 10, pp.713-719.
- 23. Mahdavi, M., Fesanghary, M., and Damangir, E. (2007) ‘An Improved Harmony Search Algorithm for Solving Optimization Problems’, Applied Mathematics and Computation, Vol. 188, No. 2, pp.1567-1579. 128.
- 24. Li, L., Chi, S. and Lin, G. (2006) ‘Chaos Harmony Search Method and its Application to Local Factor of Safety Method for Soil Slopes’, Chinese Journal of Rock Mechanics and Engineering, Vol. 25, No. 1, pp. 2763-2769.
- 25. Li, L., Chi, S. and Lin, G. (2006) ‘Improved Harmonic Search Algorithm and Its Application to Soil Slope Stability Analysis’, China Civil Engineering Journal, Vol. 39, No. 5, pp.107-111.
- 26. Li, L., Chi, S.C. and Chu, X.S. (2006) ‘Location of Non-Circular Slip Surface Using the Modified Harmony Search Method Based on Correcting Strategy’, Rock and Soil Mechanics, Vol. 27, No. 10, pp. 1714-1718.
- 27. Baek, C.W., Kim, E. S., Park, M.J. and Kim, J.H. (2005) ‘Development of Optimal Decision-Making System for Rehabilitation of Water Distribution Systems Using ReHS,’ J. of Korea Water Resources Association, Vol. 38, No. 3, pp.199-212.
- 28. Lee, K.S. and Geem, Z.W. (2004) ‘A New Structural Optimization Method Based on the Harmony Search Algorithm’, Computers & Structures, Vol. 82, No. 9-10, pp.781-798.
- 29. Lee, K. and Geem, Z. (2005) ‘A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice’, Computer Methods in Applied Mechanics and Engineering, Vol. 194, No. 36-38, pp.3902–3933.
- 30. Lee, K.S., Geem, Z.W., Lee, S.H. and Bae, K. W. (2005) ‘The Harmony Search Heuristic Algorithm for Discrete Structural Optimization’, Engineering Optimization, Vol. 37, No. 7, pp.663- 684.
- 31. Geem, Z. W. (2005) ‘Harmony Search in Water Pump Switching Problem’, Lecture Notes in Computer Science, 3612, pp.751-760.
- 32. Geem, Z.W., Lee, K.S., and Park, Y. (2005) ‘Application of Harmony Search to Vehicle Routing’, American Journal of Applied Sciences, Vol. 2, No. 12, pp.1552-1557.
- 33. Geem, Z.W., Tseng, C.L., and Park, Y. (2005) ‘Harmony Search for Generalized Orienteering Problem: Best Touring in China’, Lecture Notes in Computer Science, Vol. 3612, 741- 750.
- 34. Kim, J.H., Geem, Z.W. and Kim, E.S. (2001) ‘Parameter estimation of the nonlinear Muskingum model using harmony search’, Journal of the American Water Resources Association, Vol. 37, No. 5, pp.1131–1138.
- 35. Kim, S.H., Yoo, W.S., Oh, K.J., Hwang, I. S. and Oh, J. E. 2006) ‘Transient Analysis and Leakage Detection Algorithm using GA and HS Algorithm for a Pipeline System’, Journal of Mechanical Science and Technology KSME, Vol. 20, No. 3, pp.426-434.
- 36. Paik, K., Kim, J.H., Kim, H.S. and Lee, D.R. (2005) ‘A Conceptual Rainfall-Runoff Model Considering Seasonal Variation’, Hydrological Processes, Vol. 19, No. 19, pp.3837- 3850.
- 37. Paik, K.R., Jeong, J.H. and Kim, J.H. (2001) ‘Use of a Harmony Search for Optimal Design of Coffer Dam Drainage Pipes’, J. of Korean Society of Civil Engineers, Vol. 21, No. 2-B, pp.119-128
- 38. Tamer Ayvaz, M. (2007) ‘Simultaneous determination of aquifer parameters and zone structures with fuzzy c-means clustering and meta-heuristic harmony search algorithm’, Water Resources, Vol. 30, No. 11, pp.2326-2338.
- 39. Tian, Y.H., Bo, Y.M. and Gao, M.F. (2004) ‘Harmony Annealing Algorithm for Multi-Dimentional Function Optimization’, Computer Simulation, Vol. 21, No. 10, pp.79-82.
- 40. Tian, Y.H., Bo, Y.M. and Gao, M.F. (2005) ‘Parameters Choice Criteria in Harmony Annealing for Function Optimization,’ Computer Simulation, Vol. 22, No. 4, pp.70-74.
- 41. Tian, Y.H., Bo, Y.M. and Gao, M.F. (2005) ‘The Application of Harmony Annealing Algorithm for Predictive Control of Nonlinear Systems’, Automation in Petro-Chemical Industry, No. 2, pp.39-42.
- 42. Geem, Z.W. (2007) ‘Optimal Scheduling of Multiple Dam System Using Harmony Search Algorithm’, Lecture Notes in Computer Science, Vol. 4507, pp.316-323.
- 43. Geem, Z.W. and Choi, J.Y. (2007) ‘Music Composition Using Harmony Search Algorithm’, Lecture Notes in Computer Science, Vol. 4448, pp.593-600.
- 44. Geem, Z.W. and Geem, W.B. (2007) ‘Cutting-Edge Optimization Technique and its Applications to the Civil Engineering’, The Magazine of the Korean Society of Civil Engineers, Vol. 55, No. 2, pp.155-171
- 45. Geem, Z.W. and Choi, J.Y. (2007) ‘Music Composition Using Harmony Search Algorithm’, Lecture Notes in Computer Science, Vol. 4448, pp.593-600.
- 46. Geem, Z. W. (2006) ‘Optimal Cost Design of Water Distribution Networks using Harmony Search’, Engineering Optimization, Vol. 38, No. 3, pp.259-280.
- 47. Geem, Z.W. (2006) ‘Improved Harmony Search from Ensemble of Music Players’, Lecture Notes in Artificial Intelligence, Vol. 4251, pp.86-93.
- 48. Lee, K.S. and Geem, Z.W. (2005) ‘A New Meta-Heuristic Algorithm for Continuous Engineering Optimization: Harmony Search Theory and Practice’, Computer Methods in Applied Mechanics and Engineering, Vol. 194, No. 36-38, pp.3902- 3933.
- 49. Yu, L. and Xin, K. (2007) ‘Harmony Search Optimization for Design of Water Distribution Systems’, Paper Online (http://www.paper.edu.cn/).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-f2308f84-f775-4caa-a529-e0d681821a52