Multi-objective stochastic optimal planning method for stand-alone microgrid system

IET Generation, Transmission and Distribution

Volumn 8, Issue 7, 2014, Pages 1263-1273

  Guo, Li ^a   Liu, Wenjian ^a   Jiao, Bingqi ^a   Hong, Bowen ^a   Wang, Chengshan ^a  

^a TIANJIN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CARBON; CARBON DIOXIDE; COMPUTER PROGRAMMING; ELECTRIC BATTERIES; ELECTRIC POWER DISTRIBUTION; GLOBAL WARMING; LEAD ACID BATTERIES; LIFE CYCLE; MARKOV PROCESSES; PLANNING; STOCHASTIC MODELS; TURBOGENERATORS; WIND; WIND TURBINES;

CARBON DIOXIDE EMISSIONS; COORDINATED OPERATION; DISTRIBUTED GENERATION UNITS; ECONOMIC AND ENVIRONMENTAL BENEFITS; OPERATION CONSTRAINT; OPTIMAL PLANNING METHOD; PHOTOVOLTAIC GENERATION SYSTEM; STOCHASTIC CHANCE-CONSTRAINED PROGRAMMING;

STOCHASTIC SYSTEMS;

EID: 84961289856     PISSN: 17518687     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-gtd.2013.0541     Document Type: Article

References (26)

1. Zhou, W., Lou, C., Li, Z., Lu, L., Yang, H.: 'Current status of research on optimum sizing of stand-alone hybrid solar-wind power generation systems', Appl. Energy, 2010, 87, (2), pp. 380-389
2. Chen, C., Duan, S., Cai, T., Liu, B., Hu, G.: 'Smart energy management system for optimal microgrid economic operation', IET Renew. Power Gener., 2011, 5, (3), pp. 258-267
3. Fadaee, M., Radzi, M.: 'Multi-objective optimization of a stand-alone hybrid renewable energy system by using evolutionary algorithms: a review', Renew. Sustain. Energy Rev., 2012, 16, (5), pp. 3364-3369
4. Prodromidis, G.N., Coutelieris, F.A.: 'A comparative feasibility study of stand-alone and grid connected RES-based systems in several Greek Islands', Renew. Energy, 2011, 36, (7), pp. 1957-1963
5. Bajpai, P., Dash, V.: 'Hybrid renewable energy systems for power generation in stand-alone applications: a review', Renew. Sustain. Energy Rev., 2012, 16, (5), pp. 2926-2939
6. Sharma, N., Varun, Siddhartha: 'Stochastic techniques used for optimization in solar systems: a review', Renew. Sustain. Energy Rev., 2011, 16, (3), pp. 1399-1411
7. Alarcon-Rodriguez, A., Haesen, E., Ault, G., Dries, J.: 'Multi-objective planning framework for stochastic and controllable distributed energy resources', IET Renew. Power Gener., 2009, 2, (3), pp. 227-238
8. Dufo-López, R., Bernal-Agustín, J.L., Yusta-Loyo, J.M.: 'Multi-objective optimization minimizing cost and life cycle emissions of stand-alone PV-wind-diesel systems with batteries storage', Appl. Energy, 2011, 88, (11), pp. 4033-4041
9. Dufo-López, R., Bernal-Agustin, J.L.: 'Design and control strategies of PV-diesel systems using genetic algorithms', Solar Energy, 2005, 79, (1), pp. 33-46
10. Díaz-González, F., Sumper, A., Gomis-Bellmunt, O.: 'A review of energy storage technologies for wind power applications', Renew. Sustain. Energy Rev., 2012, 16, (4), pp. 2154-2171
11. Duenas, P., Reneses, J., Barquin, J.: 'Dealing with multi-factor uncertainty in electricity markets by combining Monte Carlo simulation with spatial interpolation techniques', IET Gener. Transm. Distrib., 2011, 5, (3), pp. 323-331
12. Zhang, H., Li, P.: 'Probabilistic analysis for optimal power flow under uncertainty', IET Gener. Transm. Distrib., 2010, 4, (5), pp. 553-561
13. Zhang, H., Li, P.: 'Chance constrained programming for optimal power flow under uncertainty', IEEE Trans. Power Syst., 2011, 26, (4), pp. 2417-2424
14. Soroudi, A., Caire, R., Hadjsaid, N., Ehsan, M.: 'Probabilistic dynamic multi-objective model for renewable and non-renewable distributed generation planning', IET Gener. Transm. Distrib., 2011, 5, (11), pp. 1173-1182
15. Zhipeng, L., Fushuan, W., Ledwich, G.: 'Optimal siting and sizing of distributed generators in distribution systems considering uncertainties', IEEE Trans. Power Deliv., 2011, 26, (4), pp. 2541-2551
16. Flach, B.C., Barroso, L.A., Pereira, M.: 'Long-term optimal allocation of hydro generation for a price-maker company in a competitive market: latest developments and a stochastic dual dynamic programming approach', IET Gener. Transm. Distrib., 2010, 4, (2), pp. 299-314
17. Shrestha, G.B., Pokharel, B.K., Lie, T.T.: 'Management of price uncertainty in short-term generation planning', IET Gener. Transm. Distrib., 2008, 2, (4), pp. 491-504
18. Kai, Z., Agalgaonkar, A.K., Muttaqi, K.M.: 'Distribution system planning with incorporating DG reactive capability and system uncertainties', IEEE Trans. Sustain. Energy, 2012, 3, (1), pp. 112-123
19. Niknam, T., Golestaneh, F., Malekpour, A.: 'Probabilistic energy and operation management of a microgrid containing wind/photovoltaic/ fuel cell generation and energy storage devices based on point estimate method and self-adaptive gravitational search algorithm', Energy, 2012, 43, (1), pp. 427-437
20. Arun, P., Banerjee, R., Bandyopadhyay, S.: 'Optimum sizing of photovoltaic battery systems incorporating uncertainty through design space approach', Solar Energy, 2009, 83, (7), pp. 1013-1025
21. Carpentiero, V., Langella, R., Testa, A.: 'Hybrid wind-diesel stand-alone system sizing accounting for component expected life and fuel price uncertainty', Electr. Power Syst. Res., 2012, 88, pp. 69-77
22. Lambert, T., Gilman, P., Lilienthal, P.: Micropower System Modeling with HOMER. Available at: http://www.mistaya.ca/homer/Micro powerSystemModelingWithHOMER.pdf
23. Charnes, A., Cooper, W.W.: 'Chance-constrained programming', Manage. Sci., 1959, 6, (1), pp. 73-79
24. Jurado, M., Caridad, J.M., Ruiz, V.: 'Statistical distribution of the clearness index with radiation data integrated over five minute intervals', Solar Energy, 1995, 6, (55), pp. 469-473
25. Briepohl, A.M.: 'Probabilistic systems analysis' (John Wiley, 1970)
26. Deb, K., Agrawal, S., Pratap, A.: 'A fast and elitist multi-objective genetic algorithm: NSGA-II', IEEE Trans. Evol. Comput., 2002, 6, (2), pp. 182-197