Sensitivity analysis of a simulation model for evaluating renewable distributed generation on a power network

We present a sensitivity analysis of a simulation model for the evaluation of the performance of a renewable distributed generation (DG) network. Uncertainties in renewable energy sources, components failure and repair events, loads and grid power supply are taken into account. The sensitivity analysis is performed with respect to the characteristic uncertain variables associated to each type of DG technology available. The impact of these uncertain variables is evaluated in terms of two performance functions, global cost (Cg) and energy not supplied (ENS). The results show the trends of performance of the DG-integrated network under different conditions. This allows evaluating the impact of the different technologies.

[1]  Kit Po Wong,et al.  Flexible Transmission Network Planning Considering Distributed Generation Impacts , 2011, IEEE Transactions on Power Systems.

[2]  Mahdi Raoofat,et al.  Simultaneous allocation of DGs and remote controllable switches in distribution networks considering multilevel load model , 2011 .

[3]  Qiong Wu,et al.  Multi-objective optimization for the operation of distributed energy systems considering economic and environmental aspects , 2010 .

[4]  W. El-khattam,et al.  Optimal investment planning for distributed generation in a competitive electricity market , 2004, IEEE Transactions on Power Systems.

[5]  Pola Kishore Kumar,et al.  Selection of Optimal Location and Size of Multiple Distributed Generations by Using Kalman Filter Algorithm , 2013 .

[6]  Enrico Zio,et al.  A multi-state model for the reliability assessment of a distributed generation system via universal generating function , 2012, Reliab. Eng. Syst. Saf..

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

[8]  Gianni Celli,et al.  Active distribution network evolution in different regulatory environments , 2010 .

[9]  C. Borges,et al.  Active distribution network integrated planning incorporating distributed generation and load response uncertainties , 2011, 2012 IEEE Power and Energy Society General Meeting.

[10]  W. H. Kersting Radial distribution test feeders , 1991 .

[11]  E.F. El-Saadany,et al.  Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization , 2010, IEEE Transactions on Power Systems.

[12]  M.M.A. Salama,et al.  An integrated distributed generation optimization model for distribution system planning , 2005, IEEE Transactions on Power Systems.

[13]  Graham Ault,et al.  Multi-objective planning of distributed energy resources: A review of the state-of-the-art , 2010 .

[14]  Enrico Zio,et al.  A risk-based simulation and multi-objective optimization framework for the integration of distributed renewable generation and storage , 2014 .

[15]  Kai Zou,et al.  Multi-objective optimisation for distribution system planning with renewable energy resources , 2010, 2010 IEEE International Energy Conference.

[16]  Zhipeng Liu,et al.  Optimal Siting and Sizing of Distributed Generators in Distribution Systems Considering Uncertainties , 2011, IEEE Transactions on Power Delivery.

[17]  R. Belmans,et al.  Usefulness of DC power flow for active power flow analysis , 2005, IEEE Power Engineering Society General Meeting, 2005.

[18]  Chanan Singh,et al.  DG integrated multistage distribution system expansion planning , 2011 .

[19]  Enrico Zio,et al.  Uncertainty Analysis of the Adequacy Assessment Model of a Distributed Generation System , 2012, ArXiv.

[20]  Magdy M. A. Salama,et al.  Adequacy assessment of distributed generation systems using Monte Carlo Simulation , 2003 .

[21]  Hongbo Ren,et al.  A MILP model for integrated plan and evaluation of distributed energy systems , 2010 .

[22]  A. S. Safigianni,et al.  Optimum allocation of the maximum possible distributed generation penetration in a distribution network , 2010 .

[23]  Johan Driesen,et al.  The impact of vehicle-to-grid on the distribution grid , 2011 .

[24]  Rona Webster Can the electricity distribution network cope with an influx of electric vehicles , 1999 .

[25]  Roy Billinton,et al.  Reliability evaluation of power systems , 1984 .