Comprehensive energy system optimization scheduling method considering carbon source sink effect

Abstract

The invention discloses a comprehensive energy system optimization scheduling method considering a carbon source and sink effect, and the method comprises the steps: building a mathematical model based on the carbon flow and energy flow process of energy coupling equipment in a comprehensive energy system, analyzing the carbon source/sink effect of the equipment in the system according to the characteristics of the equipment model, and introducing a biomass energy carbon capture and storage technology. A carbon source/sink evaluation index system of the system is put forward, corresponding excitation factors are determined on the basis of the index system, adjustment cost is calculated, a comprehensive energy system low-carbon scheduling model is put forward accordingly, and an optimal strategy is obtained through deep learning output prediction and DDPG algorithm training. According to the method provided by the invention, the carbon emission in the comprehensive energy system and the capturing and recycling process are subdivided, so that the influence caused by carbon reduction is reduced while the carbon emission of the system is reduced, and the environmental protection benefit and the economic benefit are improved and maintained. The method can be widely applied to low-carbon scheduling of an integrated energy system.

Description

technical field [0001] The invention relates to the field of integrated energy system scheduling, in particular to an integrated energy system optimization scheduling method that takes into account the role of carbon sources and sinks. Background technique [0002] With the rapid development of social economy, human beings' demand for energy is increasing day by day, and energy shortage and environmental problems have also arisen from this. In this context, by organically combining a variety of energy sources with different properties and coordinating and optimizing their production and conversion links, an integrated energy system that achieves efficient utilization of energy cascades and a large consumption of renewable energy emerges as the times require. The application of the integrated energy system can realize the cascade utilization of various energy sources, and has the advantages of improving energy utilization efficiency, improving operation economy and reducing e...

AI Technical Summary

Problems solved by technology

However, the above-mentioned studies on the day-ahead optimal scheduling of the integrated energy system only focus on the total carbon emissions emitted by the system to the outside world, while ignoring the different roles of the equipment participating in the carbon flow

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