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S-shaped model-based lead demand prediction method

A technology of demand forecasting and modeling, applied in forecasting, special data processing applications, instruments, etc., can solve the problems of lack of theoretical support, low reliability, and large deviation of results.

Inactive Publication Date: 2016-11-16
INST OF MINERAL RESOURCES CHINESE ACAD OF GEOLOGICAL SCI
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Problems solved by technology

[0008] The present invention aims at the deficiencies of the prior art, and determines the "S" shape theoretical model of the lead consumption pattern based on the "S" shape physical model between the constructed per capita lead consumption and the per capita GDP, and then uses the hyperbolic tangent function mathematical method to establish the lead The demand forecasting model equation has formed a new quantitative forecasting technology and method suitable for medium and long-term lead demand in different countries / regions, which fundamentally solves the problems of lack of theoretical support, large deviation of results and low reliability in previous forecasts

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[0107] In order to better understand the technical solution of the present invention, the technical solution of the present invention will be further described below in conjunction with specific examples.

[0108] The method for forecasting lead demand based on the S-shaped model of an embodiment of the present invention specifically includes the following steps and content:

[0109] (1) Establish an "S"-shaped physical model between per capita lead consumption and per capita GDP.

[0110] First, obtain the "S"-shaped correlation between per capita lead consumption and per capita GDP.

[0111] For example, systematically summarizing the history of lead consumption in many developed countries such as the United Kingdom, the United States, Japan, and Germany over the past 110 years from the agricultural society to the industrial society to the post-industrial society, reveals that the relationship between per capita lead consumption and per capita GDP presents a full-cycle "S" s...

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Abstract

The invention relates to an S-shaped model-based lead demand prediction method, belongs to the technical field of medium and long-term demand prediction of lead in the nation, regions and industries, and solves the problems of lack of theoretical support, large result deviation and low reliability of other prediction methods. The method comprises the steps of determining an "S"-shaped theoretical model of a lead consumption mode according to an "S"-shaped physical model between lead consumption per capita and GDP per capita; establishing a lead demand prediction model equation having universality and taking the GDP per capita as an independent variable by applying a hyperbolic tangent function mathematic method; determining related parameters through different national or regional history data; determining a specific equation of a prediction object; and substituting the GDP per capita in a given prediction period into the equation to obtain a corresponding prediction result. The method has the advantages that a medium and long-term lead demand prediction method with universality and pertinence is established by taking a basic lead consumption law as guidance, and the method is high in reliability and confidence, practical, convenient and easy to realize and popularize.

Description

technical field [0001] The present invention relates to a quantitative lead demand prediction method, which is based on the "S" shape theoretical model between per capita GDP and per capita lead consumption, using the hyperbolic tangent function mathematical method to construct a prediction equation, which can be used for medium and long-term lead demand prediction methods. It is directly applied to fields such as lead exploration, development, production, utilization, transportation, and trade. The invention also relates to a method for constructing a prediction equation. Background technique [0002] At present, the lead demand forecasting methods can be generally divided into two categories: qualitative forecasting and quantitative forecasting. [0003] Qualitative forecasting usually gives future lead demand based on subjective experience judgment, the most representative ones are Delphi method and analogy method. The Delphi method is to judge and determine the future ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/50G06Q10/04
CPCG06F30/367G06Q10/04
Inventor 王高尚代涛王安建
Owner INST OF MINERAL RESOURCES CHINESE ACAD OF GEOLOGICAL SCI
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