METHOD FOR OPTIMIZING PARAMETERS OF LADDER-TYPE CARBON TRADING MECHANISM BASED ON IMPROVED PARTICLE SWARM OPTIMIZATION (IPSO) ALGORITHM
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United States of America
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Mar 20, 2025
app pub date -
Oct 20, 2022
filing date -
Oct 20, 2022
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Abstract
The present disclosure provides a method for optimizing parameters of a ladder-type carbon trading mechanism based on an improved particle swarm optimization (IPSO) algorithm. The method first obtains information and operating data of a park-level integrated energy system, establishes equipment models and constraints of the park-level integrated energy system, and establishes a ladder-type carbon trading model; then encapsulates a process of optimized low-carbon dispatching of the park-level integrated energy system as a fitness function whose input is parameters of a carbon trading mechanism and output is a carbon emission of the system; and finally, introduces an IPSO algorithm to optimize the fitness function, and outputs optimization result information of the algorithm. The present disclosure verifies effectiveness and rationality of the model and the method that give full play to a role of the ladder-type carbon trading mechanism in the park-level integrated energy system through example analysis.
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