Optimal scheduling for vehicle-to-grid operation with stochastic connection of plug-in electric vehicles to smart grid

Applied Energy

Volumn 146, Issue , 2015, Pages 150-161

  Jian, Linni ^a   Zheng, Yanchong ^a,b   Xiao, Xinping ^b   Chan, C C ^c,d  

^a SOUTHERN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b WUHAN UNIVERSITY OF TECHNOLOGY   (China)

^c UNIVERSITY OF HONG KONG   (Hong Kong)

^d INSTITUTE FOR ADVANCED SUSTAINABILITY STUDIES   (Germany)

Author keywords

Load variance; Optimal scheduling; Plug in electric vehicle; Smart grid; Vehicle to grid

Indexed keywords

DIGITAL STORAGE; ECONOMICS; ELECTRIC POWER DISTRIBUTION; ELECTRIC POWER TRANSMISSION NETWORKS; ELECTRIC VEHICLES; GREENHOUSE GASES; SCHEDULING; STOCHASTIC SYSTEMS; VEHICLES;

DISTRIBUTED ENERGY STORAGE SYSTEMS; EFFICIENCY AND RELIABILITY; OPTIMAL SCHEDULING; PLUG-IN ELECTRIC VEHICLES; SMART GRID; SYSTEMATIC EVALUATION; VEHICLE TO GRID (V2G); VEHICLE TO GRIDS;

SMART POWER GRIDS;

DATA SET; ELECTRIC FIELD; EMISSION; GREENHOUSE GAS; NUMERICAL MODEL; OPERATIONS TECHNOLOGY; STATISTICAL ANALYSIS; STOCHASTICITY;

EID: 84924165624     PISSN: 03062619     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apenergy.2015.02.030     Document Type: Article

References (56)

1. NASA Goddard Institute for Space Studies. GISS surface temperature analysis, December, 2010.
2. International Energy Outlook; 2013 http://www.eia.gov/forecasts/ieo/pdf/0484(2013).pdf.
3. IPCC Climate Change 2007: Synthesis Report http://www.ipcc.ch/publications_and_data/ar4/syr/en/spm.html.
4. CO2 emissions from fuel combustion highlights 2014. Issued by International Energy Agency http://www.iea.org/publications/freepublications/publication/co2-emissions-from-fuel-combustion-highlights-2014.html.
5. Guille C., Gross G. A conceptual framework for the vehicle-to-grid implementation. Energy Policy 2009, 37(11):4379-4390.
6. Tomic J., Kempton W. Using fleets of electric-drive vehicles for grid support. J Power Sour 2007, 168:459-468.
7. Zhang J., He L., Li C., Cao Y., Wang J., Fang B., et al. Coordinated control for large-scale EV charging facilities and energy storage devices participating in frequency regulation. Appl Energy 2014, 123:253-262.
8. Jian J., Xue H., et al. Regulated charging of plug-in hybrid electric vehicles for minimizing load variance in household smart micro-grid. IEEE Trans Indus Electron 2013, 60(8):3218-3226.
9. Fernandes C., Frias P., Latorre J. Impact of vehicle-to-grid on power system operation costs: the Spanish case study. Appl Energy 2012, 96:194-202.
10. Noel L., McCormack R. A cost benefit analysis of a V2G-capable electric school bus compared to a traditional diesel school bus. Appl Energy 2014, 126:246-255.
11. Foley A., Tyther B., Calnan P., Gallachoir B. Impacts of electric vehicle charging under electricity market operations. Appl Energy 2013, 101:93-102.
12. Liu W., Hu W., Lund H., Chen Z. Electric vehicles and large-scale integration of wind power - the case of Inner Mongolia in China. Appl Energy 2013, 104:445-456.
13. Dallinger D., Gerda S., Wietschel M. Integration of intermittent renewable power supply using grid-connected vehicles - a 2030 case study for California and Germany. Appl Energy 2013, 104:666-682.
14. Kempton W., Tomic J. Vehicle-to-grid power implementation: from stabilizing the grid to supporting large-scale renewable energy. J Power Sour 2005, 144:280-294.
15. Weis A., Jaramillo P., Michalek J. Estimating the potential of controlled plug-in hybrid electric vehicle charging to reduce operational and capacity expansion costs for electric power systems with high wind penetration. Appl Energy 2014, 115:190-204.
16. 2 emissions. Appl Energy 2011, 88:2315-2323.
17. Sorrentino M., Rizzo G., Sorrentino L. A study aimed at assessing the potential impact of vehicle electrification on grid infrastructure and road-traffic green house emissions. Appl Energy 2014, 120:31-40.
18. 2 emission benefits and end user's operating costs of a plug-in hybrid electric vehicle. Appl Energy 2014, 114:563-571.
19. Arslan O., Karasan O. Cost and emission impacts of virtual power plant formation in plug-in hybrid electric vehicle penetrated networks. Energy 2013, 60:116-124.
20. Steer K., Wirth A., Halgamuge S. Decision tree ensembles for online operation of large smart grids. Energy Convers Manage 2012, 59(1):9-18.
21. Silva M., Morais H., Vale Z. An integrated approach for distributed energy resource short-term scheduling in smart grids considering realistic power system simulation. Energy Convers Manage 2012, 64:273-288.
22. Broeer T., Fuller J., Tuffner F., Chassin D., Djilali N. Modeling framework and validation of a smart grid and demand response system for wind power integration. Appl Energy 2014, 113:199-207.
23. Kanchev H., Lu D., Colas F., Lazarov V., Francois B. Energy management and operational planning of a microgrid with a PV-based active generator for smart grid applications. IEEE Trans Ind Electron 2011, 58(10):4583-4592.
24. Gungor V., Lu B., Hancke G. Opportunities and challenges of wireless sensor networks in smart grid. IEEE Trans Ind Electron 2010, 57(10):3557-3564.
25. Khayyam H., Abawajy J., Javadi B., Goscinski A., Stojcevski A., Bab-Hadiashar A. Intelligent battery energy management and control for vehicle-to-grid via cloud computing network. Appl Energy 2013, 111:971-981.
26. Bishop J., Axon C., Bonilla D., Tran M., Banister D., McCulloch M. Evaluating the impact of V2G services on the degradation of batteries in PHEV and EV. Appl Energy 2013, 111:206-218.
27. Sekyung Han, Soohee Han, Aki A. A practical battery wear model for electric vehicle charging applications. Appl Energy 2014, 113:1100-1108.
28. Jian L., Zhu X., Shao Z., Niu S., Chan C. A scenario of vehicle-to-grid implementation and its double-layer optimal charging strategy for minimizing load variance within regional smart grids. Energy Convers Manage 2014, 78:508-517.
29. Di Giorgio A., Liberati F. Near real time load shifting control for residential electricity prosumers under designed and market indexed pricing models. Appl Energy 2014, 128:119-132.
30. Oliveira D., Zambroni D., Delboni L. Optimal plug-in hybrid electric vehicles recharge in distribution power systems. Electr Power Syst Res 2013, 98:77-85.
31. White C., Zhang K. Using vehicle-to-grid technology for frequency regulation and peak-load reduction. J Power Sources 2011, 196(8):3972-3980.
32. Al-Awami A., Sortomme E. Coordinating vehicle-to-grid services with energy trading. IEEE Trans Smart Grid 2012, 3(1):453-462.
33. Shi L., Zhang Q., Pu Y. The reserve trading model considering V2G reverse. Energy 2013, 59:50-55.
34. Druitt J., Früh W.-G. Simulation of demand management and grid balancing with electric vehicles. J Power Sources 2012, 216:104-116.
35. Khayyam H., Ranjbarzadeh H., Marano V. Intelligent control of vehicle to grid power. J Power Sources 2012, 201:1-9.
36. Sortomme E., El-Sharkawi M.A. Optimal combined bidding of vehicle-to-grid ancillary services. IEEE Trans Smart Grid 2012, 3(1):70-79.
37. Sortomme E., El-Sharkawi M.A. Optimal scheduling of vehicle-to-grid energy and ancillary services. IEEE Trans Smart Grid 2012, 3(1):351-359.
38. Sousa T., Morais H., Soares J., Vale Z. Day-ahead resource scheduling in smart grids considering vehicle-to-grid and network constraints. Appl Energy 2012, 96:183-193.
39. Sousa T., Morais H., Vale Z., Faria P., Soares J. Intelligent energy resource management considering vehicle-to-grid: a simulated annealing approach. IEEE Trans Smart Grid 2012, 3(1):535-552.
40. Liu H., Hu Z., Song Y., Lin J. Decentralized vehicle-to-grid control for primary frequency regulation considering charging demands. IEEE Trans Power Systems 2013, 28(3):3480-3489.
41. Sheikhi A., Bahrami S., Ranjbar A.M., Oraee H. Strategic charging method for plugged in hybrid electric vehicles in smart grids: a game theoretic approach. Int J Electr Power Energy Syst 2013, 53:499-506.
42. El-Zonkoly A. Intelligent energy management of optimally located renewable energy systems incorporating PHEV. Energy Convers Manage 2014, 84:427-435.
43. Fazelpour F., Vafaeipour M., Rahbari O., Rosen M.A. Intelligent optimization to integrate a plug-in hybrid electric vehicle smart parking lot with renewable energy resources and enhance grid characteristics. Energy Convers Manage 2014, 77:250-261.
44. Yang J., He L., Fu S. An improved PSO-based charging strategy of electric vehicles in electrical distribution grid. Appl Energy 2014, 128:82-92.
45. Sortomme E., Hindi M., MacPherson S., Venkata S. Coordinated charging of plug-in hybrid electric vehicles to minimize distribution system losses. IEEE Trans Smart Grid 2011, 2(1):198-205.
46. Bessa R., Matos M. Global against divided optimization for the participation of an EV aggregator in the day-ahead electricity market. Part I: theory. Electr Power Syst Res 2013, 95:309-318.
47. Bessa R., Matos M. Global against divided optimization for the participation of an EV aggregator in the day-ahead electricity market. Part II: numerical analysis. Electr Power Syst Res 2013, 95:319-329.
48. Vagropoulos S., Bakirtzis A. Optimal bidding strategy for electric vehicle aggregators in electricity markets. IEEE Trans Power Syst 2013, 28(4):4031-4041.
49. Momber I., Siddiqui A., Román T G., Söder L. Risk averse scheduling by a PEV aggregator under uncertainty. IEEE Trans Power Syst 2014, PP(99):1-10.
50. Liu N., Tang Q., Zhang J., Fan W., Liu J. A hybrid forecasting model with parameter optimization for short-term load forecasting of micro-grids. Appl Energy 2014, 129:336-345.
51. Deihimi A., Orang O., Showkati H. Short-term electric load and temperature forecasting using wavelet echo state networks with neural reconstruction. Energy 2013, 57:382-401.
52. Enayatifar R., Sadaei H., Abdullah A., Gani A. Imperialist competitive algorithm combine with refined high-order weighted fuzzy time series for short term load forecasting. Energ Convers Manage 2013, 76:1104-1116.
53. Garcia-Villalobos J., Zamora I., Martin J., Asensio F., Aperribay V. Plug-in electric vehicles in electric distribution networks: a review of smart charging approaches. Renew Sustain Energy Rev 2014, 38:717-731.
54. Chan C., Jian L., Tu D. Smart charging of electric vehicles - integration of energy and information. IET Electr Syst Transport 2014, 4:89-96.
55. Perujo A., Ciuffo B. The introduction of electric vehicles in the private fleet: potential impact on the electric supply system and on the environment. A case study for the province of Milan, Italy. Energy Policy 2010, 38:4549-4561.
56. Concha P., Lafoz M., Velez P., Arribas J. Energy storage systems for electric vehicles: performance comparison based on a simple equivalent circuit and experimental tests. Electr Veh Sympos Exhibition 2013, 1-11.