Analysis of Air Pollution Levels in DKI Jakarta Province Using the Mamdani Fuzzy Inference System Method


Akmal Dirgantara(1*), Ahmad Fauzi(2), Ginabila Ginabila(3),


(1) STMIK Nusa Mandiri
(2) Universitas Bina Sarana Informatika
(3) Universitas Bina Sarana Informatika
(*) Corresponding Author

Abstract


This study aims to measure the level of air pollution determined by pollutant gases contained in the air. Pollutants that measure air pollution are PM10 (Special Material), SO2 (Sulfur), NO2 (Nitrogen Oxide), CO (Carbon Monoxide, O3 (Ozone), and NO2 (Nitrogen Oxide), which are related to vehicle use and, according to the choice this pollutant threshold, we will discuss the level of air pollution with the fuzzy mamdani inference method. The results of the pollutant threshold study will then be applied to the rules / rules that are applied using the if-then rules and then the input variables are arranged using weighted averages, variable averages weighted will be determined higher into three levels: low, medium and high.
Keywords Decision Tree, Feature Selection, Optimization of Lecturer Assistant Performance, Particle Swarm Optimization.


Keywords


Decision Tree, Feature Selection, Optimization of Lecturer Assistant Performance, Particle Swarm Optimization.

Full Text:

PDF

References


Gusnita, D. (2012). Pencemaran logam berat timbal (Pb) di udara dan upaya penghapusan bensin bertimbal. Berita Dirgantara, 13(3).

Hastuti, R., Widasari, E. R., & Prasetio, B. H. (2017). Sistem Pendeteksi Pencemaran Udara Ambien Di Kawasan Lumpur Lapindo Dengan Menggunakan Logika Fuzzy. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer E-ISSN, 2548, 964X.

Kumar, A. (2019). Analysis of object-oriented system quality model using soft computing techniques.

Nainggolan, J. M. (2016). Logika Fuzzy (Fuzzy Logic): Teori dan Penerapan Pada Sistem Daya (Kajian Pengaruh Induksi Medan Magnet). URL: Http://Member. Unila. Ac. Id/~ Ftelektro/Lab/Ltpe/Dokumen/Fuzzy% 20Logic% 20Pa per. Doc, 23.

O’docherty, M. (2005). Object-oriented analysis & design. John Wiley & Sons.

Pratama, E. A., & Fitriani, S. (2017). PENERAPAN METODE FUZZY INFERENCE SYSTEM (FIS) MAMDANI DALAM PENENTUAN PEMBERIAN REWARD KARYAWAN BAGIAN PRODUKSI PADA IKM DOCTOR SPEED.

Tashid. (2012). Analisis Tingkat Polusi Udara Menggunakan Fuzzy Logic. Jurnal Sains Dan Teknologi Informasi, 1, 46.




DOI: https://doi.org/10.31289/jite.v4i1.3804

Article Metrics

Abstract view : 0 times
PDF - 0 times

Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.