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Applied of Mamdani Fuzzy Inference System Using Three Parameters For Flood Events Forecasting
ID Sumitra, S Supatmi

Information Management of Department of Universitas Komputer Indonesia, Indonesia
Postgraduate Information System of Department of Universitas Komputer Indonesia

Computer Engineering of Universitas Komputer Indonesia


Abstract

This paper interested in flood events forecast by applying Mamdani fuzzy inference system and rule-based reasoning. For input and output linguistic variable of the model based on three variables such as population density, altitude, and rainfall. Each variable has three to four membership functions. The data used come from Statistic Bureau of Indonesia, National Disaster Management Authority, and Meteorology and Climatology Center of Indonesia for 2014 to present. A different model for each region was constructed depending on available data sets. We determine based our model on fourty eight fuzzy IF-THEN rules and fuzzy reasoning. The output variable which has three membership function takes from 220 to 402 as representative flooding level warning such as normal, alert, and danger. The results are in high agreements with recorded data on site with increases in output values toward the real-time flood events.

Keywords: Flood, Forecasting, Fuzzy Inference System, Rules Based Reasoning

Topic: Informatic and Information System

Link: https://ifory.id/abstract/EqaDHcFJKvQ8

Conference: 2nd International Conference on Informatics, Engineering, Science and Technology (INCITEST 2019)

Plain Format | Corresponding Author (Irfan Dwiguna Sumitra)

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