The uncertainties of probabilistic LV network analysis

The anticipated impact of low-carbon technology and the advent of the Smart Grid has provoked increased interest in the low voltage (LV) power distribution networks. Probabilistic and long period time-series analysis of LV networks is becoming increasingly common, as is the use of unbalanced, three-phase network modeling. This paper reviews some recent approaches to probabilistic analysis of LV networks and considers the uncertainty introduced by the underlying assumptions. A specific case study analysis of electric vehicle (EV) penetration on a generic UK distribution network is used to investigate the effect of key assumptions on the results of a probabilistic analysis. The paper concludes that probabilistic LV network analysis is a powerful tool for distribution network planning, however the trade-offs between imperfect modeling data and the reliability of results need to be well understood and incorporated into the interpretation of results.

[1]  Anjan Bose,et al.  A modification to the fast decoupled power flow for networks with high R/X ratios , 1988 .

[2]  G. F. Moore,et al.  Electric Cables Handbook , 1997 .

[3]  A. Maitra,et al.  Evaluation of the impact of plug-in electric vehicle loading on distribution system operations , 2009, 2009 IEEE Power & Energy Society General Meeting.

[4]  G. Ault,et al.  Supporting high penetrations of renewable generation via implementation of real-time electricity pricing and demand response , 2010 .

[5]  D. Das,et al.  Method for load-flow solution of radial distribution networks , 1999 .

[6]  William Kersting,et al.  Distribution System Modeling and Analysis , 2001, Electric Power Generation, Transmission, and Distribution: The Electric Power Engineering Handbook.

[7]  David Infield,et al.  Modelling the impact of micro-combined heat and power generators on electricity distribution networks , 2008 .

[8]  Johan Driesen,et al.  Stochastic analysis of the impact of plug-in hybrid electric vehicles on the distribution grid , 2009 .

[9]  John P. Barton,et al.  Distributed Automatic Voltage Control (DAVC) , 2009 .

[10]  Colin Bayliss,et al.  Transmission and distribution electrical engineering , 1996 .

[11]  M. Thomson,et al.  Network Power-Flow Analysis for a High Penetration of Distributed Generation , 2006, IEEE Transactions on Power Systems.

[12]  Andreas Sumper,et al.  Demand side management and electric vehicle integration (VERDE) , 2011 .

[13]  M. S. Srinivas Distribution load flows: a brief review , 2000, 2000 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.00CH37077).

[14]  David Infield,et al.  Network power-flow analysis for a high penetration of distributed generation , 2006 .

[15]  E. J. Holmes,et al.  Protection of Electricity Distribution Networks , 1998 .

[16]  D. Shirmohammadi,et al.  A compensation-based power flow method for weakly meshed distribution and transmission networks , 1988 .

[17]  D. Shirmohammadi,et al.  A three-phase power flow method for real-time distribution system analysis , 1995 .

[18]  L. M. Cipcigan,et al.  Predicting Electric Vehicle impacts on residential distribution networks with Distributed Generation , 2010, 2010 IEEE Vehicle Power and Propulsion Conference.

[19]  Constantin REESE,et al.  ANALYSIS AND REDUCTION OF EFFECTS OF SINGLE-PHASE LOADS AND GENERATORS ON LOW VOLTAGE DISTRIBUTION GRIDS , 2011 .

[20]  Graham Ault,et al.  Multi-objective planning framework for stochastic and controllable distributed energy resources , 2009 .

[21]  W. H. Kersting The Whys of Distribution System Analysis , 2011, IEEE Industry Applications Magazine.

[22]  G. Strbac,et al.  Evaluation of electricity distribution system design strategies , 1999 .

[23]  David Infield,et al.  A modelling framework for the study of highly distributed power systems and demand side management , 2009, 2009 International Conference on Sustainable Power Generation and Supply.

[24]  Ekwue Ekwue TRANSMISSION AND DISTRIBUTION EXPANSION TRANSMISSION AND DISTRIBUTION EXPANSION TRANSMISSION AND DISTRIBUTION EXPANSION TRANSMISSION AND DISTRIBUTION EXPANSION , 2014 .

[25]  Hsiao-Dong Chiang,et al.  Fast decoupled power flow for unbalanced radial distribution systems , 1995 .

[26]  N. Martins,et al.  Three-phase power flow calculations using the current injection method , 2000 .

[27]  Ian Foster,et al.  Evaluation of alternative distribution network design strategies , 2009 .

[28]  Arindam Maitra,et al.  Grid impacts of plug-in electric vehicles on Hydro Quebec's distribution system , 2010, IEEE PES T&D 2010.

[29]  N. Martins,et al.  Developments in the Newton Raphson power flow formulation based on current injections , 1999 .

[30]  K. Schneider,et al.  Distribution System Analysis to support the Smart Grid , 2010, IEEE PES General Meeting.

[31]  David Infield,et al.  The impact of domestic Plug-in Hybrid Electric Vehicles on power distribution system loads , 2010, 2010 International Conference on Power System Technology.

[32]  Karen Miu,et al.  Impact studies of unbalanced multi-phase distribution system component models , 2010, IEEE PES General Meeting.

[33]  W. H. Kersting,et al.  Distribution feeder line models , 1994 .

[34]  W. H. Kersting The Whys of Distribution System Analysis , 2011 .

[35]  Arturo D. Alarcón-Rodríguez A multi-objective planning framework for analysing the integration of distributed energy resources , 2009 .

[36]  Damian Flynn,et al.  Impact assessment of varying penetrations of electric vehicles on low voltage distribution systems , 2010, IEEE PES General Meeting.

[37]  E. Bompard,et al.  Convergence of the backward/forward sweep method for the load-flow analysis of radial distribution systems , 2000 .

[38]  A. Sannino,et al.  Probabilistic Approach to the Design of Photovoltaic Distributed Generation in Low Voltage Feeder , 2006, 2006 International Conference on Probabilistic Methods Applied to Power Systems.

[39]  P.A.N. Garcia,et al.  A Comparative Study on the Performance of TCIM Full Newton versus Backward-Forward Power Flow Methods for Large Distribution Systems , 2006, 2006 IEEE PES Power Systems Conference and Exposition.