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Perbandingan Model Klasifikasi Tuned dan Untuned Dalam Prediksi Penyakit Jantung Sunge, Aswan Supriyadi; Tedi Kurniadi, Nanang; Zahrotul Kamalia, Antika; Naya, Candra; Afriantoro, Irfan; Suwarno, Agus
Prosiding Sains dan Teknologi Vol. 3 No. 1 (2024): Seminar Nasional Sains dan Teknologi (SAINTEK) ke 3 - Januari 2024
Publisher : DPPM Universitas Pelita Bangsa

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Abstract

Penyakit jantung merupakan salah satu penyakit yang mematikan, biarpun bisa dicegah namun sulit untuk diprediksi, maka dari itu dibutuhkan suatu model prediksi jantung dengan penggunaan Machine Learning dengan metode Classifier dengan model Random Forest dan Decision Tree lalu hasilnya divalidasi kembali agar bisa membandingkan hasilnya dengan (Tuned) atau tanpa (Untuned) dengan GridSearchCV. Hasil yang didapat bahwa model Random Foreset lebih tinggi dibanding Decision Tree, diharapkan dengan hasil penelitian bisa dijadikan pedoman dalam prediksi jantung dikemudian hari.
Meningkatkan Nilai OEE Mesin Cutting Pada Line 6 Finishing Dengan Metode RCA di PT. XYZ Suwarno, Agus; Widya, Adi Rusdi
JURNAL TEKNIK INDUSTRI Vol. 2 No. 1 (2021): JURNAL TEKNIK INDUSTRI : MEI 2021
Publisher : DPPM UNIVERSITAS PELITA BANGSA

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Abstract

PT. XYZ is an automotive manufacturing company. Problems during the production process are very important to be analyzed. Analysis of these problems needs to be done, especially on the production machines used. With OEE analysis (overall equipment effectiveness) functions to see the overall condition which includes the level of availability, performance level, and quality level. Using a machine that is less efficient there are six factors which are called the six major disadvantages. From the results of the calculation of the OEE value on the cutting line 6 finishing machine, it is still below the standard word class manufacturing (WCM) with an average of 81.18%. The results of the calculation of the six major losses, the factors that influence the low value of OEE are damage losses (49.16%) and adjustment and adjustment (38.13%). To see the root of the problem as a whole, an analysis was carried out using the RCA (Root Cause Analysis) method and provided improvements with an average OEE result of 94.45%.
PENINGKATAN PRODUKTIVITAS KERJA MENGGUNAKKAN METODE 5 S SEKSI PLASTIC INJECTION PT. XYZ Suwarno, Agus; Salsabila, Shelma Maudy
JURNAL TEKNIK INDUSTRI Vol. 1 No. 2 (2020): JURNAL TEKNIK INDUSTRI : NOVEMBER 2020
Publisher : DPPM UNIVERSITAS PELITA BANGSA

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Abstract

PT. XYZ is a manufacturing company engaged in the production of automotive components, both two-wheeled and four-wheeled vehicles. A problem was found in the plastic injection work area, there were material remnants and improper placement of work equipment. Background of research in order to increase work productivity in the workplace. This study aims to apply the 5 S method to the conditions in the company. In this study using the 5 S method. The analysis technique used fishbone analysis to determine the cause of the problem of decreasing work productivity. The seiri method is to classify the necessary and unnecessary items. The seiton method is to arrange goods according to the type of goods needed or not needed according to the frequency of use. The seiso method is to remove foreign items so that you get a clean and comfortable work area which is called cleaning. The seiketsu method is to keep things in order and maintain the previous 3 S provisions. The shitsuke method is a habitual activity that makes the 5S as a rule into the company's standard operating system. After applying the 5 S method to work productivity in the work area from September 2019 to October 2019, the average work productivity can be maximized, which has increased significantly, namely 3.6% in September 2019 at 95.3% and in October 2019 by 98.9%.
Analisis Sentimen Pada Media Sosial Twitter Mengenai Tanggapan Vaksinasi COVID-19 Menggunakan Metode Naive Bayes Suwarno, Agus; Andriani, Andriani
JURNAL TEKNIK INDUSTRI Vol. 2 No. 2 (2021): JURNAL TEKNIK INDUSTRI : NOVEMBER 2021
Publisher : DPPM UNIVERSITAS PELITA BANGSA

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Abstract

Coronavirus has become a pandemic in the world and has spread to almost all parts of the world, including in Indonesia. Many negative impacts resulted from the spread of covid-19 in Indonesia, so the government took action to implement vaccination programs to reduce the spread of covid-19. The response from the public to the vaccination program is quite diverse on social media Twitter, some agree and some disagree. this type of comment on twitter in the form of unstructured text in large numbers resulted in the missed information about COVID-19 vaccination that is useful from a set of text documents. It also knows the sentiment of twitter users manually can be detrimental to time and effort. This study aims to determine public sentiment towards vaccination. The data used are 1000 tweets, using two keywords, namely "vaccine + covid". The data is then divided into training data and test data. Classification was carried out using the Naïve Bayes method and using 10-Fold Cross Validation. The classification results from the Naïve Bayes method get an average accuracy of 73.75%.
Analisa Time Study SAW Assy Produksi Bucket PT. XYZ Andriani, Andriani; Setyono, Fajar; Qolik, Muhammad Abdul; Suwarno, Agus
JURNAL TEKNIK INDUSTRI Vol. 2 No. 2 (2021): JURNAL TEKNIK INDUSTRI : NOVEMBER 2021
Publisher : DPPM UNIVERSITAS PELITA BANGSA

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Abstract

PT. XYZ is a manufacturing company that manufactures heavy equipment components made of steel plates. The level of competition in the heavy equipment components industry is getting tighter and customer demands are getting more detailed on the quality of spare parts, thus companies are required to be able to meet customer needs without neglecting the quality and quantity of production target. One of the factors to increase the efficiency of a company globally is to increase productivity, so that customer trust increases and employee welfare improves. Various methods to increase productivity, one of them by using the time study method in the SAW of Assy Bucket section to determine the standard production time, so that the best alternative working methods and optimal results can be selected. As well as policies related to bucket production so that production achievement targets can be taken easily. In addition to improving the working method, it is hoped to improve the skills of the operator so that the quality of the bucket hardening results is above average and minimize the occurrence of reject products. Operating times and waiting cranes that cause delays can be significantly reduced. From the analysis of the time study method, the average normal time is 476.7 minutes. And the standard time reduction is 954.2 minutes.
Pengendalian Kualitas UMKM Bagus Bakery dengan Mengunakan Metode Seven Tools Suwarno, Agus; Rahardjo, Sugeng Budi
JURNAL TEKNIK INDUSTRI Vol. 3 No. 1 (2022): JURNAL TEKNIK INDUSTRI : MEI 2022
Publisher : DPPM UNIVERSITAS PELITA BANGSA

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (791.294 KB) | DOI: 10.37366/JUTIN0301.5965

Abstract

Quality is the most important factor for a product. The failure rate in the production process that is not in accordance with predetermined standards is a measure of the quality and effectiveness of production. Likewise for the production of UMKM Bagus Bakery which has a production failure rate or NG product of 184 of the total production of 4610 pieces or 3.99%. Based on fishbone diagram analysis, the causes of production process failure are material composition, unsanitary environment, oil temperature. The test results based on the seven tools method of overcoming bantet bread using fermipan to 10 grams and bread improver 15 grams, cleaning the equipment every time the dough is made, the oil temperature between 165~175 °C produces the smallest production failure value.
Analisis Potensi Bahaya Dengan Menggunakan Metode Job Safety Analysis Di Bagian Mold Maintenance PT XYZ Plant Cikarang Andriani, Andriani; Suwarno, Agus
JURNAL TEKNIK INDUSTRI Vol. 3 No. 1 (2022): JURNAL TEKNIK INDUSTRI : MEI 2022
Publisher : DPPM UNIVERSITAS PELITA BANGSA

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (492.294 KB) | DOI: 10.37366/JUTIN0301.7278

Abstract

PT. XYZ is one of the large companies operating in the automotive sector as a manufacturer of two -wheeled and four -wheeled vehicles. In the production process, there are various types of plants, one of which is the die casting plant which focuses on the manufacture of cylinder heads. Inside the die casting, there is a part responsible for caring for and maintaining the mold or cylinder head mold, which is the mold maintenance part. Every workplace will always have the possibility of occupational accidents and illnesses. To control the risk of occupational accidents and diseases, it is necessary to identify the causes of hazards in the workplace and assess the level of risk so that adequate control and prevention of occupational accidents can be carried out. The incidence of accidents and injuries in the workplace can be reduced by using Occupational Safety Analysis. At one stage of the dies maintenance process, the upper dies cleaning process is carried out by the mold maintenance section. In the process, there is the potential for work accidents to be cut, pinched, exposed to sharp fragments and crushed by molds that stand without support. The purpose of this study was to analyze the potential hazards in the process and action of upper dies cleaning. The research methods used in this research are descriptive and observational qualitative research. By conducting interviews with operators who run the process, in addition to conducting interviews, researchers also make observations about how operators work in the process. The method of analytical study is to see or observe and carry out the upper die cleaning process before any improvement, seen the potential for work accidents is very high because workers sit and carry out the cleaning process behind the upper die which is standing without safety. The potential hazards that may occur at the upper dies cleaning process stage are upper dies weighing up to 500 kg. The advice given is to develop by creating tools. The purpose of this tool is to support the back of the upper die so that it does not fall during the cleaning process and reduce as well as avoid work accidents.
IMPROVEMENT PROSES PEMASANGAN FILTER GATE DI LOW PRESSURE DIE CASTING (LPDC) UNTUK MENINGKATKAN KEAMANAN DAN EFISIENSI KERJA DI PT XYZ Gymnastiar, Zidan; Suwarno, Agus
Kohesi: Jurnal Sains dan Teknologi Vol. 6 No. 7 (2025): Kohesi: Jurnal Sains dan Teknologi
Publisher : CV SWA Anugerah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.3785/kohesi.v6i7.10097

Abstract

Penelitian ini bertujuan untuk mengidentifikasi dan mengatasi risiko keselamatan kerja dalam proses pemasangan filter gate pada Low Pressure Die Casting (LPDC) di PT XYZ. Sebelumnya, proses ini dilakukan secara manual, yang menempatkan operator pada risiko cedera akibat paparan panas dari dies. Dalam upaya meningkatkan keselamatan kerja, sebuah alat pemasang filter gate dirancang untuk menghindari kontak langsung antara tangan operator dengan bagian panas pada dies. Penelitian ini menggunakan pendekatan desain dan uji coba alat untuk mengevaluasi dampaknya terhadap keselamatan dan efisiensi proses. Hasil penelitian menunjukkan bahwa penggunaan alat ini berhasil mengurangi risiko luka bakar pada operator dan mengurangi waktu pemasangan filter dari 10-15 detik menjadi 5-7 detik per unit. Penerapan alat ini juga berkontribusi pada peningkatan produktivitas dan kenyamanan operator, serta menunjukkan potensi untuk pengembangan lebih lanjut dalam meningkatkan efisiensi proses LPDC. Secara keseluruhan, alat pemasang filter gate ini membuktikan bahwa perbaikan sederhana dalam peralatan dapat memberikan dampak signifikan terhadap keselamatan dan efisiensi dalam proses produksi di industri manufaktur.
Digitalisasi Kurikulum Dinniyah TK Islam Pelita Insan Perum Bumi Citra Lestari Kabupaten Bekasi Wiyanto, Wiyanto; Nugroho, Agung; Suwarno, Agus; Danny, Muhtajuddin
Dedikasi: Jurnal Pengabdian Lentera Vol. 1 No. 08 (2024): September 2024
Publisher : Lentera Ilmu Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59422/djpl.v1i08.511

Abstract

Dalam rangka pemenuhan kewajiban Tridharma Perguruan Tinggi yang merupakan kewajiban bagi Dosen yaitu untuk memenuhi bidang pendidikan, penelitian, dan pengabdian, dengan berbagai macam bentuk pengabdian terhadap masyarakat maka dapat dilakukan oleh Dosen dan dapat melibatkan mahasiswa. Dalam hal ini Universitas Pelita Bangsa khususnya pada Prodi Teknik Informatika dan Prodi Teknik Industri melakukan program pengabdian yang berkelanjutan dari semester Ganjil 2023-2024 lalu. Kelanjutan dari program pengabdian pada periode ini yaitu mengembangkan digitalisasi kurikulum dinniyah yang digunakan TK Islam Pelita Insan agar mudah diterapkan dan interaktif pada proses pembelajaran Dinniyah. Hal ini merupakan wadah pembekalan Dosen dan juga sebagai pembinaan mahasiswa untuk menyalurkan minat dan bakatnya dalam mengamalkan profesionalisme disiplin ilmu ke tengah masyarakat. Manfaat lain dari digitalisasi kurikulum dinniyah adalah meningkatkan pemahaman bagaimana cara menyajikan pembejaran yang interaktif dan menyenangkan untuk Siswa/I TK Islam Pelita Insan. Pengabdian ini diselenggarakan dengan menggunakan metode mendesain Media Pembelajaran Berbasis Digital yang interaktif dan menyenangkan serta mudah dipahami oleh Siswa/I TK Islam Pelita Insan.
Analisis Permasalahan Guru Mata Pelajaran Geografi Kelas X dalam Menerapkan Kurikulum Merdeka Belajar di SMA Negeri 1 Kayan Hilir Kabupaten Sintang Agus Suwarno; Yuni Kristina
Jurnal Pustaka Cendekia Hukum dan Ilmu Sosial Vol. 2 No. 3 (2024): Jurnal Pustaka Cendekia Hukum dan Ilmu Sosial Volume 2 Nomor 3 October 2024 - J
Publisher : PT PUSTAKA CENDEKIA GROUP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70292/pchukumsosial.v2i3.91

Abstract

Analysis of the Problems of Grade X Geography Subject Teachers in the Implementation of the Independent Learning Curriculum at SMA Negeri 1 Kayan Hilir, Sintang Regency, is a study that aims to reveal the problems of the case study. The research informants include the principal, vice principal for curriculum, and grade X geography teachers. The data collected consists of primary and secondary data, using direct observation techniques, interviews, and documentation. Data collection tools are in the form of observation guidelines, interview guidelines, and documentation. Research Results Problems.