Evaluating Fiber Losses with NIRS DA1650 and Determination Coefficient
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Keywords
oil losses fiber, pressure, current strength
Abstract
This study focuses on enhancing the yield of crude palm oil (CPO) during the pressing process by thoroughly examining the oil losses that occur throughout production. The primary aim is to evaluate how different pressures and electric currents impact oil losses from palm fiber at a specific palm oil mill in Pantai Cermin, Kec. Tapung, Kampar, Riau. A systematic methodology was employed to achieve this, which involved detailed measurements conducted using the FOSS NIRS DA1650. This advanced technology allowed for precise assessment and quantification of oil losses during the pressing phase. Following the data collection, a rigorous statistical analysis was performed utilizing determination coefficients to interpret the relationship between the variables. The analysis results revealed a coefficient of determination (R²) of 49.96% concerning pressure, suggesting that nearly half of the variability in oil losses can be explained by fluctuations in pressing pressure. Additionally, the examination of current showed a higher coefficient of determination of 60.09%, underscoring a substantial influence of electric current on fiber oil losses. These findings highlight the critical importance of optimizing pressure and current in palm oil extraction. By making informed adjustments to these parameters, mill operators can significantly reduce oil losses, thus enhancing the overall extraction efficiency. The study provides practical recommendations for operators aiming to improve their processes, ultimately contributing to better resource utilization and increased profitability in the palm oil industry.
References
[2] I. Susanti dan F. Lestari, "Pengaruh waktu penundaan pengolahan buah sawit elaeis guineensis terhadap mutu crude palm oil dengan alat pengolahan sawit tipe batch," Jurnal Biosilampari: Jurnal Biologi, vol. 3, no. 2, pp. 56-64, 2021.
[3] H. Stepnanie, N. Tinaprilla, dan A. Rifin, “Efisiensi Pabrik Kelapa Sawit di Indonesia,” Jurnal Agribisnis Indonesia, vol. 6, no. 1, pp. 27-36, 2018.
[4] I. L. Tarigan dan H. D. Ananda, "Pengembangan Produk Kelapa Sawit Merah Sebagai Sumber Pangan Fungsional dan Nutrasetikal," Jurnal Khazanah Intelektual, vol. 6, no. 2, pp. 1395-1414, 2022.
[5] R. Hartati, M. Marlinda, Y. Hidjrawan, dan R. Puspita, "Pengendalian Oil Losses pada Titik Losses Crude Palm Oil dengan Metode Statistical Process Control di PT. Ujong Neubok Dalam," Jurnal Optimalisasi, vol. 8, no. 2, pp. 174-180, 2022.
[6] M. Nur dan A. Alya, "Analisis Oil Losses Pada Ampas Press Produksi Crude Palm Oil (CPO) Menggunakan Metode Statistical Process Control (SPC)," Jurnal Teknologi dan Manajemen Industri Terapan, vol. 3, no. 2, pp. 105-114, 2024.
[7] A. Nurrahman, E. Permana, dan A. Musdalifah, "Analisa Kehilangan Minyak (Oil Losses) Pada Proses Produksi Di PT X," jurnal daur lingkungan, vol. 4, no. 2, pp. 59-63, 2021.
[8] M. Nur, "Analisis Kehilangan Minyak (Oil Losses) pada Proses Pengolahan CPO dengan Metode Statistical Proces control (SPC)," Jurnal Teknik Industri Terintegrasi (JUTIN), vol. 5, no. 2, pp. 150-157, 2022.
[9] K. A. Jaeba, E. T. Lestari, dan M. I. Adelino, "Oil Losses in Fiber from Press Cake at PT. Amp Plantation Unit Pom," Journal of Technology and Business Information Systems, vol. 3, no. 1, pp. 234-239, 2021.
[10] A. A. Wibowo dan G. Supriyanto, "The Influence of Pressure on Oil Losses in Press Outputs on Various Press Machines," Agrotechnology, Agribusiness, Forestry, and Technology: Journal of Instiper Students (AGROFORETECH), vol. 1, no. 3, pp. 2086-2096, 2023.
[11] M. Haris dan G. Supriyanto, "The Influence of Press Pressure and Screw Age on Oil Losses in Palm Oil (Elaeis guineensis Jacq.) at the Press Station," Agrotechnology, Agribusiness, Forestry, and Technology: Journal of Instiper Students (AGROFORETECH), vol. 1, no. 1, pp. 654-662, 2023.
[12] T. Hasballah dan E. W. Siahaan, "Pengaruh tekanan screw press pada proses pengepresan daging buah menjadi crude palm oil," Jurnal Darma Agung, vol. 26, no. 3, pp. 722-729, 2018.
[13] F. H. Munif, G. Supriyanto, dan S. Purboseno, "Analisis Pengaruh Tekanan Mesin Screw Press Terhadap Presentase Broken Nut," Agricultural Engineering Innovation Journal, vol. 2, no. 1, pp. 51-61, 2024.
[14] M. Haris dan G. Supriyanto, "Pengaruh Tekanan Press dan Umur Screw terhadap Kehilangan Minyak Kelapa Sawit (Oil Losses) di Stasiun Press," AGROFORETECH, vol. 1, no. 1, pp. 654-662, 2023.
[15] S. Rizal dan L. Rahmawati, "Analysis Of Oil Losses at Press Station In PT. Palmina Utama," Agrisains: Jurnal Budidaya Tanaman Perkebunan Politeknik Hasnur, vol. 6, no. 2, pp. 37-41, 2021.
[16] R. Rosmiati, D. Kurnia, dan S. Lumbantoruan, "Perhitungan Oil Losses Pada Ampas Press Di Proses Pengepresan Unit Screw Press PT. XYZ," Jurnal Vokasi Teknik, vol. 2, no. 1, pp. 1-5, 2024.
[17] I. Irfan, I. F. Aji, dan D. Yunita, "Application Of Near Infrared Spectroscopy (NIRS) In The Measurement Of Oil Loss And Its Accuracy Compared To Soxhlet Method," Jurnal Agroindustri, vol. 13, no. 2, pp. 107-120, 2023.
[18] H. Darmadi, M. Mustakim, J. V. A. Wawuru, M. Ginting, dan A. B. Prasetya, "Variation of Agitator Blades in Continous Settling Tank to Reduce Oil Losses in Oil Refining Process in Palm Palm Factories," Jurnal Inotera, vol. 9, no. 2, pp. 267-274, 2024.
[19] I. S. Manalu, S. R. Sibuea, dan W. Novarika, "Potensi Kerugian Ekonomi Akibat Kehilangan Minyak Pada Limbah Cair Di Unit Sludge Separator Di PTPN IV Kebun Adolina Perbaungan," Buletin Utama Teknik, vol. 18, no. 3, pp. 296-302, 2023.
[20] O. P. Wening dan R. Kuswurjanto, "Prediksi Unsur Hara Sampel Tanah Menggunakan Near Infrared Spectroscopy," Indonesian Sugar Research Journal, vol. 3, no. 1, pp. 1-11, 2023.
[21] D. Purba dan M. Purba, "Aplikasi Analisis Korelasi dan Regresi menggunakan Pearson Product Moment dan Simple Linear Regression," Citra Sains Teknologi, vol. 1, no. 2, pp. 97-103, 2022
[22] Chicco, D., Warrens, M. J., and Jurman, G., "The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation," J Computer Science, vol. 7, p. e623, 2021.
[23] K. Tarigan and T. Sinaga, "Analisa perhitungan tekanan screw press pada proses pengepresan daging buah menjadi crude palm oil di unit pressan PT. PP. London Sumatera, Tbk PKS Begerpang Palm Oil Mill," Jurnal Teknologi Mesin UDA, vol. 1, no. 1, pp. 47-55, 2021.
[24] O. Hikmawan and M. Naufa, "Pengaruh tekanan pada stasiun screw press pabrik pengolahan kelapa sawit terhadap kehilangan minyak dalam ampas press," Indonesian Journal of Industrial Research, vol. 15, no. 29, pp. 36-43, 2020.
[25] D. P. B. Sebayang and B. Purwanggono, "Pengendalian kualitas menggunakan metode statistical process control pada produk kernel (Inti Kelapa Sawit) (Studi Kasus PT Supra Matra Abadi)," Industrial Engineering Online Journal, vol. 11, no. 4, 2022.
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