Design of a low carbon economy model by carbon cycle optimization in supply chain

Abstract

IntroductionConcerning economic globalization, enterprises must work with the cooperative partner to obtain more profits and overall planning of the supply chain has become a new focus for enterprise development. This paper studies the joint emission reduction of the supply chain in green low-carbon economy development and achieve joint emission and economic cost reduction through the optimization of carbon emission and economic dispatch.MethodsThe paper firstly uses the multi-agent model to complete the fullcycle modeling of carbon emission and economic cost; Secondly, the simulated annealing-adaptive chaos-particle swarm optimization (SAACPSO) method is used to optimize various parameters in the model to achieve emission and cost reductionResultsThe results show that after the optimization, the economic cost is reduced by 0.07 and the carbon emission is also reduced by 0.16; Finally, the practical test of the model is conducted with the collected data from the local company. The results show that the multi-objective optimization model of a joint enterprise supply chain is significantly better than single optimization in terms of emission reduction.DiscussionIt provides new ideas for a green economy and technical support for the global planning of supply chain integration.

Multi-objective optimal scheduling considering low-carbon operation of air conditioner load with dynamic carbon emission factors

“…Additionally, to optimize the parameters of low-carbon models, metaheuristic algorithms are employed including genetic algorithms, particle swarm optimization and so on. Ding (2023) exhibited a certain advantage in optimizing the parameters of low-carbon models during to the simplicity and lower computational costs of these methods.…”

A conceptual framework of green supply chain integration toward enterprise performance through ambidextrous green innovation: an organizational capability perspective

“…The carbon footprint of enterprise operations covers all segments of the end-to-end supply chain, from production to consumption (Montoya-Torres et al ., 2015). Recent studies have indicated that green supply chain integration (GSCI) helps achieve joint emissions and economic cost reductions, and the overall planning of green supply chains has become a new focus for enterprise development (Ding, 2023).…”

“…The carbon footprint of enterprise operations covers all segments of the end-to-end supply Impact of GSCI on EP chain, from production to consumption (Montoya-Torres et al, 2015). Recent studies have indicated that green supply chain integration (GSCI) helps achieve joint emissions and economic cost reductions, and the overall planning of green supply chains has become a new focus for enterprise development (Ding, 2023). However, there are inconsistent findings in the literature on the relationship between GSCI and enterprise performance (EP), with some studies suggesting a positive correlation (Han and Huo, 2020;Kong et al, 2021) and others arguing for a negative or indeterminate relationship (Zhao et al, 2021).…”