A flexible Markov-Chain model for simulating demand side management strategies with applications to distributed photovoltaics

World Renewable Energy Forum, WREF 2012, Including World Renewable Energy Congress XII and Colorado Renewable Energy Society (CRES) Annual Conferen

Volumn 3, Issue , 2012, Pages 1858-1865

  Munkhammar, Joakim ^a   Widén, Joakim ^a  

^a UPPSALA UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEMENTARY ENERGY; DEMAND SIDE MANAGEMENTS; END USERS; LOAD SHIFTING; MARKOV-CHAIN MODELS; PHOTOVOLTAIC GENERATION; PHOTOVOLTAICS; POWER PRODUCTION; SOLAR FRACTION;

SOLAR ENERGY;

AGGREGATES;

EID: 84871539949     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. E. Cinlar, Introduction to stochastic processes, Prentice-Hall International, inc, 1975.
2. S. Conti, S. Raiti, Probabilistic load flow using Monte Carlo techniques for distribution networks with photovoltaic generators, Sol. Energy 81, 2007.
3. P.Grahn, M.Hellgren, J.Munkhammar, Photovoltaics, electric vehicles and energy users: A case study of the Royal Seaport - Visions and energy user expectations, working paper 50 Linköping University, 2011.
4. J.V.Paatero, P.D.Lund, A model for generating household electricity load profiles, Int. J. Energy Res. 30, 2006; 30
5. T.Persson, Measurements of solar radiation in Sweden 1982-1998, In SMHI, 2000.
6. G.Strbac, Demand side management: Benefits and challenges, Energy Policy 36 2008.
7. M. Thomson, D.G.Infeld, Impact of widespread photvoltaics on distribution systems, IET Ren. Power Gen.1 2007.
8. J.Widén, A. Molin, K. Ellegård, Models of domestic occupancy, activities and energy use based on time-use data: deterministic and stochastic approaches with application to various building-related simulations, J. Building Performance Simulation 5 (2011).
9. J. Widén & E. Wäckelgård (2010), A high-resolution stochastic model of domestic activity pattern and electricity demand, Applied Energy 87, 2010.
10. J. Widén A.Nilsson, E.Wäckelgård, A combined Markov-chain and bottom-up approach to modelling of domestic lighting demand, Energy and Buildings 41, 2009.
11. J.Widén, Correlations between large-scale solar and wind power in a future scenario for Sweden, IEEE Transactions on Sustainable Energy, Vol. 2, 2011.
12. J.Widén, B.Karlsson, End-user value of on-site domestic photovoltaic generation with different metering options in Sweden, Proceedings of EuroSun Graz, 2010.
13. J.Widén, E.Wäckelgård, P.D.Lund, Options for improving the load matching capability of distributed photovoltaics: Methodology and application to high-latitude data, Solar Energy 89, 2009.