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Candra Irawan
Politeknik Negeri Balikpapan
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Journal : Industrial Engineering Online Journal

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ANALISIS PENGARUH TEMPERATURE TERHADAP DENSITY CRUDE OIL DENGAN PENDEKATAN METODE THEIL PADA ANALISIS REGRESI LINIER NON-PARAMETRIK (Studi Kasus : Pusat Pengembangan Sumber Daya Manusia Minyak dan Gas Bumi (PPSDM MIGAS) Cepu) Irawan, Candra; Widharto, Yusuf
Industrial Engineering Online Journal Vol 12, No 1 (2023): WISUDA PERIODE JANUARI TAHUN 2023
Publisher : Program Studi Teknik Industri, Fakultas Teknik, Universitas Diponegoro

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Abstract

AbstrakPusat Pengembangan Sumber Daya Manusia, Minyak, dan Gas Bumi (PPSDM MIGAS) adalah instansi pemerintah pusat dibawah Badan Pengembangan Sumber Daya Manusia Energi dan Sumber Daya Mineral, Kementerian Energi dan Sumber Daya Mineral yang mengolah crude oil milik PERTAMINA. Pengolahan crude oil dilakukan pada unit kilang dengan menerapkan uji density guna mengetahui kualitas dari crude oil tersebut. Pada proses pengukuran density crude oil juga dilakukan pengukuran temperature crude oil. Guna mengetahui pengaruh temperature tehadap density crude oil digunakan pendekatan analisis regresi linier non-parametrik metode Theil. Hasil penelitian menunjukkan bahwa temperature berpengaruh terhadap density crude oil dengan nilai korelasi Kendall-Tau sebesar - 0,810 yang mana hal ini menunjukkan korelasi yang sangat kuat serta hubungan dari kedua variable bersifat berlawanan arah. Koefisien Slope berada pada selang kepercayaan −2,298 < ????1 < 0,007, artinya density crude oil akan berkurang hingga 2,298 atau bertambah hingga 0,007 kg/m3 untuk setiap pertambahan 1°C temperature.Kata kunci: Analisis Regresi Linier, Methode Theil, Regresi Non Parametrik, Tau KendallAbstract[Analysis The Effect of Temperature to Density Crude Oil Using Theil Method Approach to Non-Parametric Linier Regression Analysis] The Center for Human Resources Development, Oil and Natural Gas (PPSDM MIGAS) is a central government agency under the Human Resources Development Agency for Energy and Mineral Resources, Ministry of Energy and Mineral Resources that processes PERTAMINA's crude oil. Crude oil processing is carried out at the refinery unit by applying a density test to determine the quality of the crude oil. In the process of measuring the density of crude oil, the temperature of crude oil is also measured. To determine the effect of temperature on density crude oil, Theil method approach to non-parametric linear regression analysis is used. The results showed that temperature affects the density of crude oil with a Kendall-Tau correlation value was -0.810, which shows a very strong correlation and the relationship between the two variables is opposite. The Slope coefficient is in the confidence interval of −2,298 < ????1 < 0,007, meaning that the density of crude oil will decrease to 2,298 or increase to 0,007 kg/m3 for every 1°C increase in temperature.Keywords: Linier Regression Analysis, Non-Parametric Regression, Tau Kendall, Theil Methods
Co-Authors Abu Salam Agus Winarno, Agus Agustina, Feri Akbar, Ilham Januar Al-Ghiffary, Maulana Malik Ibrahim Alfany, Fauzan Maulana Alhafish, Muhammad Radhi Almidawati Alminda, Alfian Fadhilah ALQORNI, NISA Alzami, Farrikh angga wahyu aditya Angow, Delicia Armin Award Widya Laksana, Deddy Azhar, Kheiza Noor Aulia Aziz, Fuad Abdul Azzahra, Faradhina Azzami, Salman Yuris Adila Barlah Rumhayati Basri Dahlan Bima, Aristides Bimo Seto, Kahfi Akmal Janitra Cahaya Jatmoko Cahyo, Nur Ryan Dwi Caturkusuma, Resha Meiranadi Christy Atika Sari Danar Retno Sari Debi, Yoga Tegar Ardi Dedy Pratama Diana Aqmala Edi Sugiarto Eko Hari Rachmawanto Eko Susanto Eni Sumanti Nasution Eni Sumanti Nasution Enriyani, Riri Fahmi Amiq Farida Farida Fauziah Nasution Fikri Budiman Firmansyah, Aksal Fitri, Rahma Hadi, Heru Pramono Hari Purnama, Hari Hasbi, Hanif Maulana Henny Pratiwi Adi Heru Lestiawan Hilmansyah Huda, Masrul Ifan Rizqa Ihsan Ika Novita Dewi Inzaghi, Reza Bayu Ahmad Irpan Kusyadi Isinkaye, Folasade Olubusola Ismail Ismail Jonnedi, Jonnedi Kango, Riklan Kasmawati Kasmawati Krismawan, Andi Danang Kusumawati, Yupie Laksana, Deddy Award Widya Lalang Erawan Lili Romli, Lili Lisandi, Anisa Marendra, Fajar Mariatul Kiptiah Menhard, Menhard Monica, Lala Munawaroh Munawaroh Muslih Muslih MY. Teguh Sulistyono Nawang Retno Ningrum, Amanda Prawita Nohan, Rejendra Novi Hendriyanto, Novi Nugraha, Dida Septiya Nuraini Nuraini Nurhindarto, Aris Oryzanti, Parwa Paisal Hamid Marpaung Piliang, Arfah Pramudya, Muhammad Kemal Caesar Aqidah Purnomo, Hari Agus Putri, Ade Aisyah Arifna Putri, Imalia Dwi Rachmat Mudiyono, Rachmat Rahmatia, Lintannisa Rajali, Muhammad Ramadhan Rakhmat Sani Randy Pradityo Rasmon Ratna Purwaningsih Rosalina Rosalina Rosalina RR. Ella Evrita Hestiandari Saputra, Randika Septian, Wira Aditia Sidhiq, Restu Fajar Simatupang, Lisnawaty Sinaga, Bunga Riama Sinaga, Daurat Solichul Huda, Solichul Sri Hartini Sri Utami Kholilla Mora Siregar Suharnawi Suharnawi Suhartini Suhartini Sukiman, Maman Sulistiana, Oktavera Sulistiyono, MY Teguh suprayogi Supriatiningsih, Supriatiningsih Sutarni, Yayan Dwi Syukri, Muhammad Yazidus Tomy Andrianto Tumanggor, Mutawaqil Bilah Ulfa, Anis Aulia Umah Nur, Raisul Utami, Andita Wibowo, Isro' Rizky Widharto, Yusuf Widya Rahmawati WIRDAYANI WAHAB, WIRDAYANI Yudi Prana Hikmat Yulita, Rahma Zaenal Arifin Zubir, Zubir Zulkarnain