[PDF][PDF] 数据驱动的综合能源系统负荷预测综述

朱继忠, 董瀚江, 李盛林, 陈梓瑜, 骆腾燕 - 中国电机工程学报, 2021 - researchgate.net
To further improve energy efficiency, integrated energy system (IES) has realized closer
interactions of various energy vectors and has become an important energy utilization way …

一种天然气需求量预测新模型及其应用——以川渝地区为例.

李洪兵, 张吉军 - Natural Gas Industry, 2021 - search.ebscohost.com
天然气需求量预测结果受诸多因素的影响, 由于各因素的动态随机不确定性以及各因素相互影响
的程度难以确定, 故准确预测的难度较大. 为了提高预测精度, 基于前人的研究成果 …

[HTML][HTML] A combined approach for forecasting regional long-term natural gas demand integrating K-means clustering, grey theory, and BP neural network

LIU Zhen, PAN Wenju, LIU Jia, WEN Kai, G Jing - 2024 - yqcy.paperonce.org
[Objective] Factors impacting the demand of natural gas vary across regions in China,
resulting in distinct data characteristics within corresponding datasets. The availability of …

基于SD-GIS 方法的天然气需求量中长期变化趋势及其空间格局预测——以北京市为例.

丁聿, 付佳鑫, 唐旭, 王建良 - Natural Gas Industry, 2021 - search.ebscohost.com
准确预测天然气需求量的未来变化趋势及其空间分布特征, 可以在时间和空间维度上为天然气
产业管理提供决策支撑. 为了克服单一预测模型所存在的局限性, 结合系统动力学(SD) …

[HTML][HTML] Prediction model for economy-driven provincial natural gas load in China

DU Xueping, L Zhikai, LIU Menglin, WU Jiangtao - yqcy.paperonce.org
In order to reasonably establish the objectives and compare the potential of development in
provincial natural gas planning, innovative exploration was carried out for the natural gas …

Prediction on import volume of Central Asian gas for stable supply in winter

D Linna, D Yi, WU Qingguo, Z Xiang, X Yifan, Y Jinwei - yqcy.paperonce.org
The Trans-Asia Gas Pipeline is an important onshore energy corridor for China. In the recent
winters requiring stable supply, the supply and download volumes of the imported Central …