Optimal Dispatch of Microgrid with Combined Heat and Power System Considering Environmental Cost

With the rapid development of wind power generation and photovoltaic power generation, the phenomenon of wind and solar abandoning becomes more and more serious in the operation of power systems, and the microgrid is a new operating mode of power systems which provides a new consumption mode for wind power generation. With the increasingly close connection among energy resources and people’s increasing awareness of environmental protection, this paper establishes a microgrid optimal scheduling model with a combined heat and power system, in consideration of environmental costs. This model aims at the lowest comprehensive cost, at the same time taking into account the emission reductions of SO2 and NOx, considering the cost of power generated by the micro-generator, environmental cost, the related cost of battery, operation and maintenance cost of wind power, and photovoltaic power generation. The related constraints of thermal balance and power balance are also considered during microgrid system operation. The established model is solved with an improved particle swarm algorithm. At last, taking a microgrid system as an example, the validity and reliability of the proposed model are verified.

[1]  Taher Niknam,et al.  Coordination of combined heat and power-thermal-wind-photovoltaic units in economic load dispatch using chance-constrained and jointly distributed random variables methods , 2015 .

[2]  Ning Lu,et al.  Modeling Combined Heat and Power Systems for Microgrid Applications , 2018, IEEE Transactions on Smart Grid.

[3]  Ramon Blasco-Gimenez,et al.  A probabilistic economic dispatch model and methodology considering renewable energy, demand and generator uncertainties , 2015 .

[4]  Sara Eftekharnejad,et al.  Optimal generation dispatch with high penetration of photovoltaic generation , 2015 .

[5]  Wu Xion,et al.  Economic Generation Scheduling of a Microgrid using Mixed integer programming , 2013 .

[6]  Zhong Jiaqing Research on Environmental Economic Dispatch of Power System Including Wind Farm , 2012 .

[7]  R. H. Bhesdadiya,et al.  An emission constraint environment dispatch problem solution with microgrid using Whale Optimization Algorithm , 2016, 2016 National Power Systems Conference (NPSC).

[8]  Whei-Min Lin,et al.  Energy Management Strategy for Microgrids by Using Enhanced Bee Colony Optimization , 2015 .

[9]  T. Gjengedal,et al.  A qualitative approach to economic-environment dispatch-treatment of multiple pollutants , 1992 .

[10]  Chen Tianyo,et al.  Combined heat and power dispatch model for power system with heat accumulator , 2014 .

[11]  Whei-Min Lin,et al.  An Optimal Scheduling Dispatch of a Microgrid under Risk Assessment , 2018 .

[12]  Lingfeng Wang,et al.  Environmental/economic power dispatch using a fuzzified multi-objective particle swarm optimization algorithm , 2007 .

[13]  Jin Lin,et al.  A Versatile Probability Distribution Model for Wind Power Forecast Errors and Its Application in Economic Dispatch , 2013, IEEE Transactions on Power Systems.

[14]  张峰,et al.  Optimization on Microgrid With Combined Heat and Power System , 2015 .

[15]  Hossam A. Gabbar,et al.  Optimal planning of combined heat and power systems within microgrids , 2015 .

[16]  Luigi Glielmo,et al.  Model predictive control for optimization of combined heat and electric power microgrid , 2014 .

[17]  Dong Wei,et al.  Multi-objective economic dispatch model for a microgrid considering reliability , 2010, The 2nd International Symposium on Power Electronics for Distributed Generation Systems.

[18]  Taher Niknam,et al.  Multi-objective operation management of a renewable MG (micro-grid) with back-up micro-turbine/fuel , 2011 .

[19]  Jintao Zhang,et al.  Cooperative energy dispatch for multiple autonomous microgrids with distributed renewable sources and storages , 2016 .

[20]  Jiang Chuanwen,et al.  A review on the economic dispatch and risk management considering wind power in the power market , 2009 .

[21]  Qingshan Xu,et al.  An Optimal Dispatch Model of Wind-Integrated Power System Considering Demand Response and Reliability , 2017 .

[22]  Taher Niknam,et al.  Multi-objective energy management of CHP (combined heat and power)-based micro-grid , 2013 .

[23]  Benyamin Khorramdel,et al.  Optimal stochastic reactive power scheduling in a microgrid considering voltage droop scheme of DGs and uncertainty of wind farms , 2012 .

[24]  B. Mohammadi-ivatloo,et al.  Combined heat and power economic dispatch problem solution using particle swarm optimization with time varying acceleration coefficients , 2013 .

[25]  Aidong Yang,et al.  Modelling and selection of micro-CHP systems for domestic energy supply: The dimension of network-wide primary energy consumption , 2014 .

[26]  Taher Niknam,et al.  A new fuzzy adaptive particle swarm optimization for non-smooth economic dispatch , 2010 .

[27]  Zhang Jianhua,et al.  Short-term micro-grid load forecast method based on EMD-KELM-EKF , 2014, 2014 International Conference on Intelligent Green Building and Smart Grid (IGBSG).

[28]  Volker J. Sorger,et al.  Optimization of Data Center Battery Storage Investments for Microgrid Cost Savings, Emissions Reduction, and Reliability Enhancement , 2016 .