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Journal : Journal of Artificial Intelligence and Engineering Applications (JAIEA)

Strategies for Reducing Defect Rates in Commercial Feed Production Using the RCA, FMEA, and 5W+1H Methods in the Feed Industry at PT XYZ Reina Anindita Putri; Akmal Suryadi
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 2 (2025): February 2025
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i2.762

Abstract

The high level of defects in feed production, especially related to particle size (particle out of standard) is the main focus of this research because it has a significant impact on the quality of the final product and customer satisfaction. To overcome these problems, this research uses the Root Cause Analysis (RCA) method to identify the root causes of the problem, Failure Mode and Effect Analysis (FMEA) to determine risk priorities based on the Risk Priority Number (RPN) value, and the 5W+1H approach to provide implementable improvement proposals for the factors that cause defects. The results show that the dominant defect is caused by the clogged boiler duct factor with an RPN value of 200 which is the top priority in improvement efforts. The proposed improvement recommendations include conducting routine inspection and cleaning of boiler lines, as well as creating a checklist and cleaning schedule to ensure boiler lines remain clean and free from blockages. The implementation of this strategy is expected to reduce the level of defects so as to improve the efficiency of the production process and support the company's competitiveness in the animal feed industry.
Analysis of Passenger Satisfaction Levels Using the K-Means Cluster and Hierarchial Cluster Methods in Purabaya Sidoarjo Type A Terminal Services Zahra Khania Putri; Akmal Suryadi
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 2 (2025): February 2025
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i2.788

Abstract

Purabaya Type A Terminal is one of the terminals that provides public transportation facilities in the form of bus transportation ranging from city buses, intra-provincial intercity buses, and inter-city inter-provincial buses. This study aims to analyze the level of passenger satisfaction with the service at the terminal and group each variable into a homogeneous group. The research methods used are the K-means Cluster and Hierarchial Cluster methods. The data from the questionnaire will be grouped into several groups that have relatively homogeneous properties using the help of SPSS software. From the results of the study, the output of Non-Hierarchial clusters was obtained in the form of Initial Cluster Centers, Iteration History, Final Cluster Centers, ANOVA, and Number of Cased In Each Cluster. Meanwhile, the output of the Hierarchial cluster is in the form of Case Processing Summary and Dendogram Using Average Linkage. Through analysis using the cluster method, all variables were obtained including in cluster 1 and none were included in cluster 2, the iterations carried out were 2 times and the valid data value was 100 data with a missing value of 0.
Co-Authors Abdurahman Abdurrahman Adip Kurniawan Adip Kurniawan Ahmah Jainul Firdaus Ahmah Jainul Firdaus Air Sulistiya Ramadhan Air Sulistiya Ramadhan Akhmad Triantono Akhmad Triantono Aland Nagara Y Aland Nagara Yanottama Ardianto Ardianto Ardianto Aura Diva Shafa Dharma Bayu Dedi Saputra Budianto Bima Putra Pratama Dannya Fatima H. W Debora, Sevialita Dhanu Ega Sentanu Dhifa Farah Miftah Didi Samanhudi Didik Samanhudi Dimas Anugerah Pratama Dimas Anugerah Pratama Dira Ernawati Dwi Agus Saputra Dwi Sukma D Dwi Sukma D. Earliawan Muhammad Irbah Zain Emon Leonardo N Erlang Kardyansyah Winata Erlang Kardyansyah Winata Erlina Erlina Erlina Purnamawati Erlina Purnamawati Erlina Purnamawati F.I. Zadi Farida Pulansari Farida Pulansari Fathur Razaq K.S. Fathur Razaq Khusnu Syahputra Fathur Rizki Fathur Rizki Fatimah Salsabillah Hentihu Fikgar Utoyo Fuad, Muhammad Shofil Gairwyn, Shannon Viona Giga Dewi Septiana Gilang Ramadhan Helmi Syaiful Haq Helmi Syaiful Haq Husen Zaini Husen Zaini Husin, M. Husin As ari Inggrid Bella Pratama Iqlal, Fadhil Muhammad Jasur Jasur Kalvin Edo Wahyudi Khasanah, Dewi Laksono Trisnantoro Leonard Nainggolan Mabrurotin, Mukhlishotul Mega Cattleya P.A. Islami Mega Cattleya PA Islami Mega Cattleya Prameswari Anissa Islami Mega Cattleya Prameswari Annissaa Islami Melani Pratiwi Munir Putri Melanida Agustin Moh Emil Nazarudin Fauzi Moh Rizki Firdaus Moh Rizki Firdaus Mohammad Emil Nazarudin Muhammad Asyrafi Syandana Muhammad Diaz Prasedio Muhammad Diaz Prasedio Muhammad Dwi Agus Saputra Muhammad Lutfi Muhammad Lutfi Muhammad Rifqi Hari Nugroho Novita Ramadayanti Nuzulatur Rahmah Prasetyo, Akbar Kurniawan Pratama, Dio Andika Nur Prima Lutfansa Prima Lutfansa Qanita Zahira Muhar Arifin Reina Anindita Putri Rina Wahyu J Rizky Syahrul Ikhwanda Rizky Syahrul Ikhwanda Rizqi Novita Sari Romadoni, Muhammad Ilham Salma Putria Nabila Sirli, Jeannica Salbillah Putri Sujatmiko, Bagus Syahrul Imam Taufiq Tranggono Tranggono Tranggono Tukiman, Tukiman Vify Elviana Vify Elviana Vina Dwi Sartika Wiranegara, Bayu Frastra Yoga Anunggita Yuan Ridho Hadi Yuan Ridho Hadi Putra Zahra Khania Putri