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Suprayitno Suprayitno
Universitas Negeri Malang
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Journal : Automotive Experiences

 1 
Design of Metallic Catalytic Converter using Pareto Optimization to Improve Engine Performance and Exhaust Emissions Sudirman Rizki Ariyanto; Suprayitno Suprayitno; Retno Wulandari
Automotive Experiences Vol 6 No 1 (2023)
Publisher : Automotive Laboratory of Universitas Muhammadiyah Magelang in collaboration with Association of Indonesian Vocational Educators (AIVE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31603/ae.7977

Abstract

In this paper, Metallic Catalytic Converter (MCC) is installed in motorcycle exhausts to produce the minimum CO as well as to produce the optimum engine power. The results from previous research were collected and then used to predict the best MCC design using the Artificial Neural Network Multi-Objective Genetic Algorithm (ANN-MOGA). In addition, the ANN parameter tuning process was also carried out using the Taguchi method to find the initial weighting and bias that is able to provide the best and the most stable performance to predict the best MCC design. The best two sets of design solutions out of 70 sets of Pareto solutions were obtained by ANN-MOGA. Those two MCC designs are the optimum emission design and the optimum multi-objective design. The verification results show that the optimum multi-objective design tends to be superior in terms of CO emissions and engine power. In terms of CO emissions, the optimum multi-objective design gets a larger S/N ratio of -10.98, while the optimum emission design only gets an S/N ratio of -11.21. Meanwhile, in terms of engine power, the optimum multi-objective design gets a larger S/N ratio of 16.13, while the optimum emission design only gets an S/N ratio of 15.86 S/N. It is in line with the ANOVA test results which show that the optimum multi-objective design is proven to be better than the optimum emission design.
Co-Authors . Pramono Achmad Rhodianto Achmad Taufiq Agit Bagus Dermawan Agnes Lorentina Br Sembiring Ahmad Dardiri Alwi Suddin Amalia Lusiana Aminnudin, Aminnudin Andoko Andoko, Andoko Anggun Septiani Widorini Annisa Rizkika Chairiza Nst Arie Marbandi Arif Dwi Putranto Arif Triyanto Aripriharta - Ariyanto, Sudirman Rizki Arlisah Amary Ata Syifa’ Nugraha Ayu Zahara Azridjal Aziz Baihaqie Danuputra Sudrajat Bili Darnanto Susilo Bismar Nasution Dadang Purwo Ariwidodo Deo Widika Alamsyah Desinta Dwiki Nurfauziah Devangga Dio Putra Arifin Dinarta Gundari Dines Olivia Margareta Erdi Erdi ERNI WIDAJANTI Falaq Ikhzal Suganda Ferry Susanto Limbong Fuad Indra Kusuma Ganie Ganie Handoko Handoko HASIM PURBA Heri Kiswanto Heru Suryanto Ika Liestianingsih Imam Sudjono Indri Robiatul Adawiyah Ineke Kusuma Indriani Juita Osti Bulan Lumbantobing Kurnia Halimatus Solikhah Lovita Apriliana Sari Pinem M. Rizki Harahap Mahmul Siregar Marsono Marsono Melisa Surya Andini Moh. Ansori Mohammad Adifa Betha Nanda Mudinillah, Adam Muhamad Syaifuddin Muhammad Afnan Habibi Muhammad Hersan Arifin Muhammad Yandi Pratama Nadya Syawitri Naufal Anis Mubarok Nindy Pramudita Nova Kurnia Rahmadani Nur Shasmitta Zaen Nurhanifam Nurhanifam Pingkan Sihassaleh Pramono Pramono Pramuko Ilmu Purboputro Rahmat Iman Mainil Ratna Ratna Retno Indah Pangestuti Retno Wulandari Ridho Riski Hadi Riduwan Prasetya Rizki Nugianto Rizki Praham Sutarno Rohani Ganie Rohani Rohani Roza Febrianti Sakib Nurcholish Anshari Shavira Azzahra Sudirman Rizki Ariyanto Sujito Sujito Sukarni Sukarni Sumarno Sumarno Sunarmi Suprihatmi Sri Wardiningsih Suwarno Suwarno Syarifudin Dwi Prasetyo Sylvia Vietressia Sinuhaji T. Keizerina Devi Azwar Tabita Tyasyarani Tan Kamello Via Fitri Permatasari Virlia Nanda Ristia Wara Sinuhaji Yanuhar, Uun Yoga Yuniadi Zory Satrio Nugroho