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Taufik Ridwan, Taufik
Universitas Pendidikan Indonesia
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Journal : Computer Science (CO-SCIENCE)

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Rancang Bangun SPK Kualitas Air Sungai Metode Fuzzy Tsukamoto (Studi Kasus: 4 Kecamatan Karawang) Putra, Fery Anuar Ramadhan; Hendriadi, Ade Andri; Ridwan, Taufik
Computer Science (CO-SCIENCE) Vol. 4 No. 2 (2024): Juli 2024
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/coscience.v4i2.3358

Abstract

Research reveals that the Citarum River in West Java is seriously polluted, causing problems for humans and the environment, so monitoring of river water quality is necessary. This research proposes the development of a web-based Decision Support System with the SDLC Waterfall model, using the Fuzzy Tsukamoto method based on seven water parameters (EC, TDS, Salinity, pH, ORP, SG, Temperature) to simplify the determination of water quality. This research uses the Research and Development methodology with the SDLC Waterfall model software development approach, which includes the stages of analyzing data requirements and fuzzy logic systems, designing system architecture and features, implementing technology and process results, functional manual testing and model accuracy, and maintenance in the form of documentation and storage. The results showed that the developed DSS can classify water quality based on 7 parameters with a value scale divided into five categories, namely Good, Poor, Medium, Good, and Very Good. Testing was conducted using data from 8 river points in 4 sub-districts in Karawang Regency on April 1, 2024. The accuracy of the DSS model reached 80%. The development of this DSS is expected to provide an initial overview of water quality in a location without requiring an in-depth technical understanding of the water parameters used. This data can also be an initial indicator to determine whether further action or further investigation is required. Suggestions for future research are to integrate the system with IoT to improve its performance and benefits.
Rancang Bangun SPK Kualitas Air Sungai Metode Fuzzy Tsukamoto (Studi Kasus: 4 Kecamatan Karawang) Putra, Fery Anuar Ramadhan; Hendriadi, Ade Andri; Ridwan, Taufik
Computer Science (CO-SCIENCE) Vol. 4 No. 2 (2024): Juli 2024
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/coscience.v4i2.3358

Abstract

Research reveals that the Citarum River in West Java is seriously polluted, causing problems for humans and the environment, so monitoring of river water quality is necessary. This research proposes the development of a web-based Decision Support System with the SDLC Waterfall model, using the Fuzzy Tsukamoto method based on seven water parameters (EC, TDS, Salinity, pH, ORP, SG, Temperature) to simplify the determination of water quality. This research uses the Research and Development methodology with the SDLC Waterfall model software development approach, which includes the stages of analyzing data requirements and fuzzy logic systems, designing system architecture and features, implementing technology and process results, functional manual testing and model accuracy, and maintenance in the form of documentation and storage. The results showed that the developed DSS can classify water quality based on 7 parameters with a value scale divided into five categories, namely Good, Poor, Medium, Good, and Very Good. Testing was conducted using data from 8 river points in 4 sub-districts in Karawang Regency on April 1, 2024. The accuracy of the DSS model reached 80%. The development of this DSS is expected to provide an initial overview of water quality in a location without requiring an in-depth technical understanding of the water parameters used. This data can also be an initial indicator to determine whether further action or further investigation is required. Suggestions for future research are to integrate the system with IoT to improve its performance and benefits.
Co-Authors Ade Andri Hendriadi Adhi, Himmawan Sapta Adiwinata, Kris Afika Rianti Afika, Afika Ahmad Khusaeri Ali Ridha, Azhari Ana, Putri Ananta, Falih Andika Prasetyo Andrian, Rian Andrian, Rian Andrian Anjani, Amelia Rahma Dwi Apriade Voutama Arif Rohman Hakim Arifin, Poppy F. Ayi Suherman Ayu Pangestu Daniel William Tucunan, Hans Dedy Setiawan Delin Apriyani Delin Apriyani Diah Anariah Dian Permata Sari Diky Zakaria Dimas Setiawan Dwi Putri Haryanto, Gebby Dwi, Ratih Endang Hidayat Fadillah, Ega Nur Faisal, Sopyan Faiza, Lucky Lia Faizatulatifah, Faizatulatifah Fathiarahma, Arsya Fathurrohman, Yoga Fauzi Ahmad Muda Fiki Amali Fiki Amali H, Hannie Hadi Putri, Dewi Indriati Hanan, Muhammad Raihan Ijlal Heri setiawan Heryana, Nono Heykal, Muhammad Hidayat, Endang Hikmawan, Rizki Irmanida Batubara Isnaeni Fajri, Rizqi Kadarisman Kadarisman Kadarisman Kadarisman Karlina Karlina Karna Sopandi Kusmiati, Santi Labisal Fitri Al Qolbi Lailasari, Ita latifah K Darusman Lena Nuryanti Luthfiyyah, Ibtihal Qomariyyah Maulana, Dimas Fajar Maulana, Rihan mawardi, Ahmad Ma’sum, Aziz Miladia Nurunnisa Mirza Erwanda MUHAMMAD FAHMI Muhammad Fajar Munawaroh Munawaroh Muqoyim, Muhammad Mutakin, Imam Nasrulloh, iman Naura Meyriska Nina Sulistiyowati Nina Sulistyowati Nugraha, Bagja Nugraha, Geralda L. Nugroho, Teguh Panji Nurfitriana, Diana Nursyifa, Selly Nuur Wachid Abdul Majid Pedro, Nardo Prasasti, Ian Harum Putra, Fery Anuar Ramadhan Rafi, Ghani Noer Rahayu, Widya Dwi Putri RAIS HIDAYAT, RAIS Ramadhan, Muhamad Irwan Ramadhan, Novanto Rian Andrian Rian Andrian Riani, Adella Putri Ridha, Azhari Ali Rifqi Ambari Robby Akbar Robi Ah Al Adawiyah Rohmat Hidayat, Agus Rosiana, Puput Silva Salsabila, Farras Salsabila, Irma Nuraeni Santika, Rani Sholihah, Primanita sigit prasojo Siti Helmyati Siti Maesaroh Siti Nurmaulida Suhandi Suhandi Suharaputri, Rachmawati Sulaeman, Dedi Sulis Setiawati Sulistianingsih Sulistianingsih Susilowidodo, Raphael Aswin Syauqi, Moh. Trifena, Mayland Umam, M. Khotibul Waras Nurcholis Widoseno, Daffa Wisastra, Rosalina Yasin, Aldi Yasmin, Aysia Fatmi yulia, Ririn Zaenal Abidin