Lukito, Muhammad Aziz Ramadhan (2018) Analisis Peramalan Metode Arima Box-Jenkins Terhadap Banyaknya Permintaan Komponen Darah Jenis Thrombocyt Concentrate Di PMI Surabaya - Forecasting Demand Of Thrombocyte Concentrate Blood Components In PMI Surabaya Using Arima Box-Jenkins. Diploma thesis, Institut Teknologi Sepuluh Nopember.
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Abstract
Darah merupakan salah satu bagian penting bagi kehidupan manusia. Kebutuhan darah semakin meningkat seiring dengan bertambahnya kasus kecelakaan, dan kasus penyakit seperti pasien yang terkena anemia, demam berdarah atau malaria. Masalah kekurangan darah dapat diatasi dengan memakan makanan yang bergizi, meminum obat penambah darah, dan melakukan transfusi darah. UTD PMI merupakan unit transfusi darah yang bertugas untuk membantu melayani pengadaan darah untuk transfusi. UTD PMI selalu memperbarui informasi mengenai banyaknya darah yang tersedia. Untuk mengatasi kekurangan stock darah karena adanya kejadian khusus, maka UTD PMI perlu melakukan peramalan permintaan darah untuk periode kedepan. Objek penelitian ini adalah permintaan komponen darah Thrombocyt Concetrate (TC) di UTD PMI cabang Surabaya. Metode peramalan yang digunakan adalah ARIMA Box-Jenkins. Data yang digunakan dalam penelitian ini adalah data dari Januari 2017 sampai Desember 2017. Hasil analisis yang diperoleh menunjukkan bahwa model terbaik komponen darah Thrombocyt Concetrate untuk golongan O, A, B, AB berturut-turut adalah ARIMA (1,0,1), (0,0,0)(2,0,0)3 ,(1,0,1), dan (1,0,1)
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Blood is an important part of human life. PMI Surabaya is unit that manage supply and demand of blood for person who needed. Blood requirements increase together with increasing cases of traffict accident, and cases of illness such as patient affected by anemia, dengue, or malaria. Lack of blood component problem can be dealth by having nutritious foods, taking blood glucose medications, and blood transfutions. PMI Surabaya is a blood transfution unit which be on call to help serve blood procurement for transfution. PMI Surabaya always update informations about the amount of available blood component. To prevent the shortage of blood component stock reduce in the future. PMI Surabaya needs to do forecast it . The object of this research is the demand of blood component specifically Trombocyt Concetrate (TC) at PMI Surabaya branch. ARIMA Box-Jenkins method is used to forecast demand of blood component. Data from January 2017 to Desember 2017 is used in this study. The result showed that the best model of Trombocyt Concetrate blood component for class O ARIMA (1,0,1), class A ARIMA (0,0,0)(2,0,0)3 ,class B ARIMA (1,0,1) ,and class AB ARIMA (1,0,1).
| Item Type: | Thesis (Diploma) |
|---|---|
| Additional Information: | RSSB 519.535 Luk a 3100017073046 |
| Uncontrolled Keywords: | ARIMA Box-Jenkins, Darah, Peramalan, UTD PMI, ARIMA Box-Jenkins , Blood , Forecasting, UTD PMI |
| Subjects: | H Social Sciences > HA Statistics T Technology > T Technology (General) > T174 Technological forecasting |
| Divisions: | Faculty of Vocational > 49501-Business Statistics |
| Depositing User: | Muhammad Azis Ramadhan Lukito |
| Date Deposited: | 08 Jan 2019 07:58 |
| Last Modified: | 15 Feb 2021 04:30 |
| URI: | http://repository.its.ac.id/id/eprint/58695 |
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