Weather Determination Prediction Using Expert Fuzzy Logic Mamdani Method

Intan Utnasari, Narti Eka Putria
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引用次数: 1

Abstract

The current climate and weather patterns are very extreme. This kind of weather condition can harm many people. In recent years, heavy rains have resulted in flooding. So far, computers can be used to help people solve problems. The smarter the system and the higher the level of information handling, the more active the role played by the Weather computer is the condition of the air at a certain time and in a certain area that is relatively narrow and in a short period of time. The weather is formed from a combination of weather elements and the weather period can only be a few hours. For example morning, afternoon, or evening, and the situation can be different for each place and every hour. The purpose of this research is to help predict the weather as information. This research uses the Mamdani method. This Mamdani method uses 4 stages to produce an output value, namely, determining the input value (fuzzification), determining the value of x (implication function application), Combination of Rules (Rules), and finally determining the final value or (Defuzzification). This research produces an output value of 35 which is located in the Panas range.
基于专家模糊逻辑Mamdani方法的天气确定预报
目前的气候和天气模式非常极端。这种天气状况会伤害很多人。近年来,暴雨导致了洪水泛滥。到目前为止,计算机可以用来帮助人们解决问题。系统越智能,信息处理水平越高,气象计算机所发挥的作用就越积极,即在某一时间、某一区域内相对狭窄的短时间内的空气状况。天气是由多种天气要素组合而成的,天气周期可能只有几个小时。例如早上、下午或晚上,每个地方和每个小时的情况都可能不同。这项研究的目的是帮助预测天气作为信息。本研究采用Mamdani方法。这种Mamdani方法通过4个阶段来产生输出值,即确定输入值(模糊化),确定x的值(隐含函数应用),规则组合(规则),最后确定最终值或(去模糊化)。该研究得出的输出值为35,位于Panas范围内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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