Fuzzy Technology Design for Early Detection of Diseases in Tobacco Plants

Saiful Anwar, Ziani Said, Muhammad Imam Dinata
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Abstract

Tobacco is an agricultural product that uses leaves to be processed into pesticides, medicines and cigarettes. Tobacco quality is determined by plant maintenance and reduced pest and disease attacks. To avoid these disturbances, control is needed quickly, precisely and accurately so that the tobacco plant disease cannot spread throughout agricultural land. In making fuzzy, diseases and symptoms in tobacco plants are used as a rule base in making a fuzzy expert system. The expert system created in this research is an expert system using the concept of fuzzy logic to diagnose tobacco plant diseases, using the Mamdani inference method and the defuzzification process using the centroid method (firmness value) to get the right conclusions in diagnosing tobacco plant diseases. From the results of Mamdani's design and manual fuzzy calculations, it can be concluded that the design is ready to be further implemented into the required programming language. From the sample calculation results, it was found that damping off disease has a moderate degree of risk with a value of 41.54. With the construction of this system, it will provide easy information for farmers to carry out and find out what symptoms are contracting diseases in tobacco plants.
烟草病害早期检测的模糊技术设计
烟草是一种用叶子加工成杀虫剂、药品和香烟的农产品。烟草的质量取决于植株的维护和病虫害的减少。为了避免这些干扰,需要快速、精确和准确地进行控制,使烟草植物病害不能在整个农业用地上传播。在模糊化过程中,将烟草植物的病害和症状作为模糊专家系统的规则库。本研究创建的专家系统是一个利用模糊逻辑的概念进行烟草植物病害诊断的专家系统,在烟草植物病害诊断中,采用Mamdani推理方法和质心法(稳定性值)的去模糊化过程来得到正确的诊断结论。从Mamdani的设计和人工模糊计算的结果可以得出结论,该设计已经准备好进一步实现为所需的编程语言。从样本计算结果来看,阻尼减病具有中等程度的风险,风险系数为41.54。通过该系统的建设,将为烟农提供方便的信息,方便他们了解烟草植株感染疾病的症状。
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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