ARIMA-BASED COLD STORAGE TEMPERATURE AND HUMIDITY DATA PREDICTION METHOD AND RELATED PRODUCT

Title:

ARIMA-BASED COLD STORAGE TEMPERATURE AND HUMIDITY DATA PREDICTION METHOD AND RELATED PRODUCT

Document Type and Number:

WIPO Patent Application WO/2020/000504

Kind Code:

A1

Abstract:

The present disclosure provides an ARIMA-based cold storage temperature and humidity data prediction method and a related product. The method comprises the following steps: receiving real-time data sent by sensors; performing abnormal value detection and missing value filling on the real-time data received by the sensors to obtain pre-processed data; using a time-series method to establish a time-series autoregressive moving average model according to the pre-processed data; predicting the temperature and humidity values in a next time period using the established autoregressive moving average model, verifying a predictive step size according to the predicted values, and performing early warning analysis. The technical solution provided by the present application can achieve accurate early warning.

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Inventors:

CHE DANDAN (CN)
MA QIANG (CN)
WEN MEIYU (CN)
JIANG QINGSHAN (CN)

Application Number:

PCT/CN2018/094778

Publication Date:

January 02, 2020

Filing Date:

July 06, 2018

Export Citation:

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Assignee:

SHENZHEN INST OF ADV TECH CAS (CN)
QIANHAI BRIGHT CENTURY TECH CO LTD (CN)

International Classes:

G05B13/04

Foreign References:

CN107817685A	2018-03-20
CN101929721A	2010-12-29
US8090709B2	2012-01-03
US5884037A	1999-03-16

Other References:

FAN, QIONG: "Modeling and Forewarning Technology for Greenhouse Temperature and Humanity Systems", AGRICULTURE , CHINA MASTERS'S THESES FULL-TEXT DATABASE, vol. 5, 15 May 2017 (2017-05-15), ISSN: 1674-0246
FAN, QIONG: "Modeling and Forewarning Technology for Greenhouse Temperature and Humanity Systems", AGRICULTURE, CHINA MASTER'S THESES FULL-TEXT DATABASE, vol. 5, 15 May 2017 (2017-05-15), ISSN: 1674-0246

Attorney, Agent or Firm:

SHENZHEN KEJIN INTELLECTUAL PROPERTY OFFICE (CN)

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