Development of Computational Assessment Model of Fuzzy Rule Based Evaluation of Groundwater Quality Index: Comparison and Analysis with Conventional Index

Utkarsh Nigam, Yadav S.M
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引用次数: 4

Abstract

Fuzzy rule based technique and fuzzy logic has wide application in engineering fields. Fuzzy logic is not limited to any prescribed field of Engineering it can be used in communication sectors as well as it can be used in core branches such as Civil and mechanical Engineering. Fuzzy logic has also its application in the field of environmental and water resources. Fuzzy logic is a probabilistic approach which is used to demonstrate the partial truth and incorporate uncertain conditions to deal very important problems. Fuzzy logic has wide spread applications in environmental engineering and water quality. In the present study fuzzy rule based models have been developed for the assessment of groundwater quality index and the same has been compared with conventional groundwater quality index. The values of groundwater quality parameters for the development of model has been taken as per WHO (world health organization) and GPCB (Gujarat Pollution Control Board) standards. Both the quality index have been compared on the basis of development of framework and derived results from earlier researches shows that fuzzy rule based computational model gives prominent results when compared to conventional groundwater quality index.
基于模糊规则的地下水水质指标评价计算模型的建立&与常规指标的比较分析
基于模糊规则的技术和模糊逻辑在工程领域有着广泛的应用。模糊逻辑不局限于某一特定的工程领域,既可以应用于通信领域,也可以应用于土木工程、机械工程等核心分支领域。模糊逻辑在环境和水资源领域也有应用。模糊逻辑是一种用于证明部分真值并结合不确定条件来处理非常重要问题的概率方法。模糊逻辑在环境工程和水质中有着广泛的应用。本文建立了基于模糊规则的地下水水质指标评价模型,并与常规的地下水水质指标进行了比较。用于开发模型的地下水质量参数值是根据世界卫生组织和古吉拉特邦污染控制委员会的标准确定的。在开发框架的基础上,对两种水质指标进行了比较,前人的研究结果表明,基于模糊规则的计算模型与常规地下水水质指标相比效果显著。
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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