Emergency Response Technology Transaction Forecasting Based on SARIMA Model

被引：0

作者：

Sun, Susu ^{[1
]}

Ai, Xinbo ^{[1
]}

Hu, Yanzhu ^{[1
]}

机构：

[1] Beijing Univ Posts & Telecommun, Sch Automat, Room 917,New Keyan Bldg,10 Xitucheng Rd, Beijing, Peoples R China

来源：

PROCEEDINGS OF 2013 CHINESE INTELLIGENT AUTOMATION CONFERENCE: INTELLIGENT AUTOMATION & INTELLIGENT TECHNOLOGY AND SYSTEMS | 2013年 / 255卷

关键词：

Emergence response technology transaction; Time series analysis; SARIMA model; R language;

D O I：

10.1007/978-3-642-38460-8_62

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Transactions of emergence response technology is considered to be the security of daily life and production. Due to the important role of emergency response technology transaction, a multiplication seasonal autoregressive integrated moving average (SARIMA) model is applied to the monthly emergence response technology transaction forecasting of the Beijing, China. This study demonstrates the usefulness of SARIMA(0, 1, 1,) x (1, 1, 0)(12) in predicting the transaction series with both short-and long-term persistent periodic components. From the analysis of the transaction series, a conclusion has been made that in the next years, the transaction will maintain it growth and fluctuation.

引用

页码：561 / 568

页数：8

共 50 条

[21] Hybrid SARIMA-FFNN model in forecasting cash outflow and inflow
Monica, M.
Suharsono, A.
Otok, B.W.
Wibisono, A.
Journal of Physics: Conference Series, 2021, 2106 (01):
[22] FUZZY TIME SERIES AND SARIMA MODEL FOR FORECASTING TOURIST ARRIVALS TO BALI
Elena, Maria
Lee, Muhammad Hisyam
Suhartono
Hossein
Haizum, Nur
Bazilah, Nur Arina
JURNAL TEKNOLOGI, 2012, 57
[23] Forecasting on the crude palm oil production in Malaysia using SARIMA Model
Tayib, Siti Amnah Mohd
Nor, Siti Rohani Mohd
Norrulashikin, Siti Mariam
Journal of Physics: Conference Series, 2021, 1988 (01):
[24] Forecasting Dengue Fever Cases in Guangdong Province Using SARIMA Model
Qian, Jun
Li, Li
Liu, Guoqing
INTERNATIONAL CONFERENCE ON CONTROL SYSTEM AND AUTOMATION (CSA 2013), 2013, : 314 - 320
[25] SEASONAL AVERAGE RAINFALL FORECASTING IN TAMIL NADU - BOOTSTRAP SARIMA MODEL
Selvam, S.
Bharathidass, S.
INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2023, 19 (02): : 483 - 491
[26] Load Forecasting Assessment Using SARIMA Model and Fuzzy Inductive Reasoning
Gonzalez Cabrera, Nestor
Gutierrez-Alcaraz, G.
Gil, Esteban
2013 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM 2013), 2013, : 561 - 565
[27] Mobile Data Traffic Forecasting in UMTS Networks Based on SARIMA Model: The Case of Addis Ababa, Ethiopia
Medhn, Samuel
Seifu, Bethelhem
Salem, Amel
Hailemariam, Dereje
2017 IEEE AFRICON, 2017, : 285 - 290
[28] An EMD-SARIMA-based modeling approach for air traffic forecasting
Nai W.
Liu L.
Wang S.
Dong D.
Algorithms, 2017, 10 (04)
[29] Forecasting Performance of Denoising Signal by Wavelet and Fourier Transforms using SARIMA Model
Ismail, Mohd Tahir
Mamat, Siti Salwana
Hamzah, Firdaus Mohamad
Karim, Samsul Ariffin Abdul
PROCEEDINGS OF THE 21ST NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES (SKSM21): GERMINATION OF MATHEMATICAL SCIENCES EDUCATION AND RESEARCH TOWARDS GLOBAL SUSTAINABILITY, 2014, 1605 : 961 - 966
[30] Application of SARIMA model in forecasting and analyzing inpatient cases of acute mountain sickness
Jianchao Liu
Fangfang Yu
Han Song
BMC Public Health, 23

← 1 2 3 4 5 →