Research on Light Rail Electric Load Forecasting Based on ARMA Model

被引：1
|
作者：
Huang, Yifan [1 ]
机构：
[1] North China Elect Power Univ, Sch Elect & Elect Engn, Baoding 071000, Hebei, Peoples R China
来源：
ADVANCES IN MATERIALS, MACHINERY, ELECTRONICS II | 2018年 / 1955卷
关键词：
The light rail system; electricity load forecasting; prediction model; ARMA;
D O I：
10.1063/1.5033754
中图分类号：
O59 [应用物理学];
学科分类号：
摘要：
The article compares a variety of time series models and combines the characteristics of power load forecasting. Then, a light load forecasting model based on ARMA model is established. Based on this model, a light rail system is forecasted. The prediction results show that the accuracy of the model prediction is high.
引用
收藏
页数：6
相关论文
共 50 条
  • [41] The research on electric load forecasting based on nonlinear gray bernoulli model optimized by cosine operator and particle swarm optimization
    Li, Wei
    Lu, Can
    Liu, Shuai
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (06) : 3665 - 3673
  • [42] Forecasting model of traffic flow based ARMA and wavelet transform
    Huang, Da-rong
    Wang, Da-cheng
    Song, Jun
    Cao, Jian-qiu
    Li, Wei
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2006, 13 : 1298 - 1302
  • [43] Forecasting Orders with ARMA in Household Electric Appliance Enterprises Based on Mobile Agent
    王天日
    郭顺生
    JournalofDonghuaUniversity(EnglishEdition), 2011, 28 (03) : 300 - 304
  • [44] Wind power forecasting based on time series ARMA model
    Wang, Jingmin
    Zhou, Qingwei
    Zhang, Xueting
    2018 FIRST INTERNATIONAL CONFERENCE ON ENVIRONMENT PREVENTION AND POLLUTION CONTROL TECHNOLOGY (EPPCT 2018), 2018, 199
  • [45] Electric Heating Load Forecasting Method Based on Improved Thermal Comfort Model and LSTM
    Sun, Jie
    Wang, Jiao
    Sun, Yonghui
    Xu, Mingxin
    Shi, Yong
    Liu, Zifa
    Wen, Xingya
    ENERGIES, 2021, 14 (15)
  • [46] The short-term electric load forecasting grid model based on MDRBR algorithm
    Li, Ran
    Li, Jing Hua
    Li, He Ming
    2006 POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1-9, 2006, : 2493 - +
  • [47] Short-Term Electric Power Load Forecasting Based on Goal Programming Model
    Zhang, Jie
    Xu, Lingmin
    Niu, Xinyu
    2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 4092 - 4095
  • [48] Electric Load Forecasting Based on Deep Ensemble Learning
    Wang, Aoqiang
    Yu, Qiancheng
    Wang, Jinyun
    Yu, Xulong
    Wang, Zhici
    Hu, Zhiyong
    APPLIED SCIENCES-BASEL, 2023, 13 (17):
  • [49] Electric vehicle charging load forecasting based on ownership
    Deng, Li
    Lei, Guoping
    Dai, Nina
    Li, Shenghao
    2022 IEEE 21ST INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING AND COMMUNICATIONS, IUCC/CIT/DSCI/SMARTCNS, 2022, : 44 - 50
  • [50] Electric Load Forecasting Based on Statistical Robust Methods
    Chakhchoukh, Yacine
    Panciatici, Patrick
    Mili, Lamine
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2011, 26 (03) : 982 - 991
12345