PENGENDALIAN KUALITAS DENGAN GRAFIK KENDALI T2 HOTELLING DAN ANALISIS KAPABILITAS PROSES PADA PRODUKSI GULA KRISTAL PUTIH

Meilina Retno Hapsari

Abstract


White crystal sugar is the main product of every sugar factory. In order to achieve the vision and mission, the Sugar Factory must regulate and maintain the quality of production so that it remains of good quality. There is still a possibility that the quality of the white crystal sugar produced is not controlled even though the sap produced from the previous stage of the production process is controlled. The role of quality control is very important in maintaining the quality of sugar production. One of the statistical methods that can be applied in controlling production quality is multivariate control chart T2 Hotelling, which is for controlling processes together with two or more quality characteristics. Then analyze the process capability to determine the capability of the production process. The data used is the percentage of brix and pol of white crystal sugar taken from 22 May 2022 to 22 June 2022 during the 2022 milling season. Based on the T2 Hotelling chart with a 95% confidence level, it shows that there is a white crystal sugar production process that is not yet statistically controlled. because there are points that are outside the upper control limits. Multivariate process capability analysis for white crystal sugar production has a value of more than 1,33, so it can be stated that the white crystal sugar production process has good process capabilities.


Keywords


White Crystal Sugar, Quality Control, T2 Hotelling Chart, Capability Process

References


Anonim. 2019. Pelatihan Analisis Gula Kristal Putih. Pasuruan: Pusat Penelitian Perkebunan Gula Indonesia.

Darmawan, A.S. 2017. Analisis Pengendalian Kualitas Produk Gula Kristal Putih Pabrik Gula Kremboong PT Perkebunan Nusantara X Dengan Metode Statistical Quality Control. Jurnal Teknik Industri UNTAG Surabaya.

Gujarati, D.N. 2012. Basic Econometrics, 6th edition. New York : McGraw-Hill.

Ghiyats, F, Saty, F. M & Riniarti, D. 2020. Analisis Pengendalian Kualitas dalam Upaya Meminimalisasi Tingkat Kerusakan Produk Gula Rafinasi. Jurnal Agro Industri Perkebunan 8(2), 69-83.

Jonhson, R. A & Winchern, D., W. 2015. Applied Multivariate Statistic Analysis. New Jersey : Prentice Hall.

Lupiyoadi, R & Hamdani, D.A. 2011. Manajemen Pemasaran Jasa. Jakarta: Salemba Empat.

Marimin, Ismayana, A dan Lohjayanti, A. 2019. Keragaan Kinerja Dan Sistem Penunjang Keputusan Pengendalian Proses Produksi Gula Kristal Di Pt. Rajawali Ii Unit Pabrik Gula Jati Tujuh-Majalengka. J. Tek. Ind. Pert. Vol. 19(3), 170-181.

Montgomery, D. C. 2015. Pengantar Pengendalian Kualitas Statistik Cetakan Pertama, Terjemahan Zanzawi Soejoeti. Yogyakarta : Gadjah Mada University Press.

Rabbani, M.F., Jamhari, Darwanto, D. H. 2020. Pengendalian Mutu Gula Di PG Madukismo PT.Madubaru Dengan Menggunakan Statistical Quality Control. Tesis. Universitas Gadjah Mada.

Safrizal & Muhajir. 2016. Pengendalian Kualitas Dengan Metode Six Sigma. Jurnal Manajemen dan Keuangan, 5(2): 615-626.

Scagliarini, M. dan Vermiglio, R. 2009. Computing Multivariate Process Capability Indices, Journal of Modern Applied Statistical Methods, 7(1):346-357. doi: 10.22237/jmasm/1209616140

Sholiha, L & Syaichu, A. 2017. Analisa Pengendalian Kualitas Produk Gula Kristal Putih Dengan Metode Seven Tools. Jurnal Ilmu-Ilmu Teknik - Sistem 13(1) : 50-58.

Soejana, F. A. 2020. Pengendalian Mutu Proses Produksi Gula di PT. Perkebunan Nusantara X Pabrik Gula Gempolkrep, Mojokerto. TEKNOTAN, 14(2) : 55-60. doi : https://doi.org/10.24198/jt.vol14n2.4

Susetyo, J , Yusuf, M & Geriot, J. 2020. Pengendalian Kualitas Produk Gula Dengan Metode Statistical Processing Control (SPC) Dan Failure Mode And Efect Analysis (FMEA). Jurnal Teknologi, 13(2) : 127-135. doi: https://doi.org/10.3415/jurtek.v13i2.3216

Taufiqi, M. S. & Aksioma, D. F. 2018. Pengendalian Kualitas Gula Kristal Putih (GKP) di PG Tjoekir Jombang Menggunakan Diagram Kontrol Multivariat Berbasis Time Series. INFERENSI, 1(1) : 17-22. doi: http://dx.doi.org/10.12962/j27213862.v1i1.6716

Yuneidi, B., Rahmi, I., & Yozza, H. 2012. Pembuatan Bagan Kendali Multivariat T2 Hotelling untuk Proses Perkuliahan. Jurnal Matematika Universitas Andalas Padang, 1.

Yunika, A & Ahsan, M. 2023. Pengendalian Kualitas Proses Produksi Hasil Gula Kristal Putih di Pabrik Gula Djatiroto PT Perkebunan Nusantara XI Menggunakan Diagram Kontrol Maximum Multivariate Cumulative Sum (Max-MCUSUM) Berbasis Residual Model Multioutput Least Square Support Vector Regression (MLS-SVR). Jurnal Sains Dan Seni ITS, 12(1) : 2337-3520. DOI: 10.12962/j23373520.v12i1.101891




DOI: http://dx.doi.org/10.36275/stsp.v23i2.652

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