Multi objective dynamic economic dispatch with renewable energy and HVDC transmission lines

HVDC systems have recently found increasing importance in integration of Renewable energy (RE) into the grid for they provide long distance bulk power transmission by overhead lines with various economic advantages. The proposed 1045 km, 500kV HVDC Ethiopia - Kenya Bipole will provide transmission of Wind power from the Lake Turkana Wind Power Project (LTWWP) to Juja Substation in Nairobi, Kenya. In this paper, multi objective dynamic economic dispatch (MODED) with RE and HVDC transmission lines is proposed. All the possible AC and DC constraints are also formulated and considered. Probalistic load flow (PLF) is used to determine the HVDC, RE and other system parameters while the uncertainties and variability of the renewable sources are modelled using scenario based method (SBM). The problem is then solved using Improved Genetic Algorithm(IGA). For MODED with RE, HVDC lines have a better ability to control power flow, decrease transmission line losses and increase the capability to maintain voltage stability. There has to a trade-off between the environmental benefits and slight increase in optimal cost in using HVDC grids.

[1]  Chunghun Kim,et al.  Model predictive control in dynamic economic dispatch using Weibull distribution , 2013, 2013 IEEE Power & Energy Society General Meeting.

[2]  G. Granelli,et al.  Security-constrained economic dispatch using dual quadratic programming , 2000 .

[3]  Heikki N. Koivo,et al.  Environmental/economic power dispatch of microgrid using multiobjetive optimization , 2009 .

[4]  P. Tielens,et al.  Grid Inertia and Frequency Control in Power Systems with High Penetration of Renewables , 2012 .

[5]  Mohd Fauzi Othman,et al.  Economic and Environmental Dispatch at Highly Potential Renewable Area with Renewable Storage , 2012 .

[6]  Pandelis N. Biskas,et al.  A unified unit commitment — Economic dispatch model for short-term power system scheduling under high wind energy penetration , 2014, 11th International Conference on the European Energy Market (EEM14).

[7]  Christian Rehtanz,et al.  Monitoring, Control and Protection of Interconnected Power Systems , 2014 .

[8]  U. Moon,et al.  Security Constrained Economic Dispatch Using Interior Point Method , 2006, 2006 International Conference on Power System Technology.

[9]  Claudia Rahmann,et al.  Fast Frequency Response Capability of Photovoltaic Power Plants: The Necessity of New Grid Requirements and Definitions , 2014 .

[10]  Yusuf Sönmez,et al.  Estimation of fuel cost curve parameters for thermal power plants using the ABC algorithm , 2013 .

[11]  Jinjun Xiong,et al.  Security constrained unit commitment and economic dispatch through benders decomposition: A comparative study , 2011, 2011 IEEE Power and Energy Society General Meeting.

[12]  Moses Peter Musau,et al.  Multi area multi objective dynamic economic dispatch with renewable energy and multi terminal DC tie lines , 2016, 2016 IEEE 6th International Conference on Power Systems (ICPS).

[13]  Michael C. Ferris,et al.  Computational Study of Security Constrained Economic Dispatch With Multi-Stage Rescheduling , 2015, IEEE Transactions on Power Systems.

[14]  Moses Peter Musau,et al.  Combined Real and Reactive Power Economic Dispatch using Multi-Objective Reinforced Learning with Optimized Losses , 2015 .

[15]  Azza Ahmed ElDesouky,et al.  Security and Stochastic Economic Dispatch of Power System Including Wind and Solar Resources with Environmental Consideration , 2013 .

[16]  C.-l. Chen,et al.  Simulated annealing-based optimal wind-thermal coordination scheduling , 2007 .

[17]  K. M. Chandy,et al.  Load-shedding probabilities with hybrid renewable power generation and energy storage , 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[18]  J. Cidras,et al.  Modeling of wind farms in the load flow analysis , 2000 .

[19]  Moses Peter Musau,et al.  Economic Dispatch for HVDC Bipolar System with HVAC and Optimal Power Flow Comparisons using Improved Genetic Algorithm (IGA) , 2015 .

[20]  Xin-She Yang Harmony Search as a Metaheuristic Algorithm , 2009 .

[21]  Nan Kong,et al.  Security Constrained Economic Dispatch: A Markov Decision Process Approach with Embedded Stochastic Programming , 2010, Int. J. Oper. Res. Inf. Syst..