Title :
Dynamic optimal dispatch of combined heating and power microgrid based on leapfrog firefly algorithm
Author :
Xiaopeng Lin ; Peng Li ; Jian Ma ; Yi Tian ; Dawei Su
Author_Institution :
State Key Lab. of Alternate Electr. Power Syst. with Renewable Energy Sources, North China Electr. Power Univ., Baoding, China
Abstract :
Combined heating and power (CHP) microgrid is conducive to the realization of energy cascade utilization and meeti the users´ needs with divers types of energy. With remarkable economic and environmental benefits, CHP microgrid is one of the potential development directions of smart grid. In this paper, a CHP microgrid consists of wind turbines, photovoltaic cells, microturbines, gas-fired boilers, storage batteries, heat load and electric load was selected as research object. In order to evaluate the impact of CO2, CO, NOx emission on environment, the conception of gas emission plenty cost was quoted. In consideration of the stochastic nature of renewable energy units and the fluctuation of heat load and electric load, chance constrained programing was introduced to build the model, then Monte Carlo simulation based leapfrog firefly algorithm was proposed to solve the optimization model. The simulation results verified the reasonableness and effectiveness of the model and algorithm proposed.
Keywords :
Monte Carlo methods; cogeneration; distributed power generation; mathematical programming; power generation dispatch; CHP microgrid; Monte Carlo simulation; chance constrained programing; combined heating and power microgrid; dynamic optimal dispatch; electric load; gas-fired boilers; heat load; leapfrog firefly algorithm; microturbines; photovoltaic cells; renewable energy unit; storage battery; wind turbines; Cogeneration; Heuristic algorithms; Load modeling; Microgrids; Optimization; Resistance heating; combined heating and power; dynamic optimal dispatch; leapfrog firefly algorithm; microgrid;
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2015 IEEE 12th International Conference on
Conference_Location :
Taipei
DOI :
10.1109/ICNSC.2015.7116073