Construction of Carbon Emission Model for Thermal Power Energy Carrying Industrial Park Based on IPSO Algorithm
In order to reduce the carbon emissions of thermal power carrying capacity and optimize the carbon emissions of industrial furnace parks,a carbon emission model for thermal power carrying capacity industrial furnace parks based on IPSO algorithm is proposed.By calculat-ing the carbon consumption of thermal power units in the industrial furnace park,the carbon emission intensity of thermal power units is calcu-lated,and the least squares algorithm is used to fit the coal consumption characteristic curves of each thermal power unit.Based on this,the objective functions of minimizing coal consumption,cost,and pollutant emissions are considered,and combined with constraints such as total load balance and rotating reserve capacity,an industrial furnace park carbon emission optimization model is constructed,And solve the model through IPSO algorithm to achieve carbon emission optimization of thermal power load in industrial furnace parks.The test results show that the model effectively fits the coal combustion characteristic curves of the unit under three conditions:low-carbon,benchmark,and high carbon.After optimization,the maximum carbon emission concentration of the unit is 744.5,502.4,833.6 mg·m 3,and the maximum daily car-bon emissions are 10 087.3,89 665.4 and 92 204.3 kg,respectively.The optimization of carbon emissions is achieved while meeting the supply and demand of the park.
IPSO algorithmthermal power carrying capacityindustrial furnace parkcarbon emissionscoal burning characteristicscar-bon emission concentration
万方数据
维普
