全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

灰色预测模型在碳排放预测中的应用
Application of Grey Prediction Model in Car-bon Emission Forecasting

DOI: 10.12677/AAM.2024.131011, PP. 84-90

Keywords: 碳排放,灰色预测模型,线性回归模型
Carbon Emissions
, Grey Prediction Model, Linear Regression Model

Full-Text   Cite this paper   Add to My Lib

Abstract:

当前,随着环境保护日益成为许多国家的战略重点,碳中和领域正迎来巨大的发展机遇。为了实现节能减排和实现双碳目标,我们需要有相关数据的支持,以为政策制定提供理论依据,并准确预测和分析碳排放量的情况。为此,我们的团队对数学模型在碳中和领域的应用方法及一些注意事项进行了研究,致力于降低计算门槛。我们主要采用邓氏灰色预测模型和其他数学模型来计算和预测碳排放量。研究结果表明,我们的灰色预测模型具有很高的预测精度,精度为0.03,达到了二级精度水平。
Currently, as environmental protection increasingly becomes a strategic focus for many countries, the field of carbon neutrality is facing significant development opportunities. To achieve energy conservation, emission reduction, and dual carbon targets, we require relevant data to support pol-icy formulation and accurately predict and analyze carbon emissions. To this end, our team has studied the application methods and considerations of mathematical models in the field of carbon neutrality, aiming to lower computational barriers. We primarily use Deng’s Grey Prediction Model and other mathematical models to calculate and forecast carbon emissions. The research results show that our Grey Prediction Model has high predictive accuracy, with a precision of 0.03, reaching a secondary level of precision.

References

[1]  中国科学引文数据库显示: 邓聚龙的灰色系统理论被引用次数居全国第一[J]. 华中理工大学学报, 1998(2): 48.
[2]  刘思峰. 灰色系统理论及其应用[M]. 第5版. 南京: 南京航空航天大学出版社, 2020: 10.
[3]  李德昌, 董坚峰, 苏佳旺, 等. 基于灰色预测GM(1,1)模型的情报学热点关键词与主题发展预测[J]. 技术与市场, 2023, 30(8): 137-142.
[4]  王奉伟, 周世健, 周清, 等. 基于原始序列的灰色预测模型[J]. 测绘科学, 2016, 41(6): 34-39.
[5]  王安, 杨雨. 基于最小二乘法的灰色组合预测模型及其应用[J]. 数学的实践与认识, 2018, 48(22): 291-299.
[6]  程培峰, 郑婉. 基于改进残差灰色模型预测路面使用性能的研究[J]. 中外公路, 2014, 34(3): 60-63.
[7]  Yang, M., Li, K.W., Feng, W., et al. (2023) Integration of Residual Terrain Modelling and the Equivalent Source Layer Method in Gravity Field Synthesis for Airborne Gravity Gradiometer Test Site Determination. Remote Sensing, 15, Article 5190.
[8]  吴正鹏, 陈见柯, 柴剑平. 复数阶累加的灰色系统模型[J]. 中国传媒大学学报(自然科学版), 2021, 28(6): 39-46.

Full-Text

comments powered by Disqus

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133

WeChat 1538708413