Implementasi Metode Single Exponential Smoothing Dalam Memprediksi Kebutuhan Pupuk Bagi Petani
Abstract
CV. Bima Agung Sejati, Air Batu District sells various types of fertilizers needed by farmers. From year to year fertilizer needs for farmers in CV. Bima Agung Sejati, Air Batu District, is experiencing a shortage and excess stock of goods. This is due to stock procurement without predicting needs in advance. The aims of study are to apply the Single Exponential Smoothing method to the forecasting system in determining fertilizer needs for farmers on CV. Bima Agung Sejati, Air Batu District, then designed the forecasting system using the Visual Basic 2010 programming language and the database uses MySQL. the method used by researchers in conducting research and use in the process of analyzing data is the Single Exponential Smoothing (SES) method. The results of the implementation of this method show predictions in the next period counting Naga Mas as many as 709.59, Gaja Mas as many as 590.56, Rabbit Mas as many as 814.60. This forecasting yields with an average MAPE below 6%. Thus the use of forecasting results with the SES method is worthy of being used as a reference for good stock procurement in CV. The True Great Milky Way in the later period. In addition, calculations have been carried out systematically which makes it easier for the store to calculate quickly and easily
Downloads
References
Sulistyo and M. M. C. Alma, “Pengaruh sosialisasi perpajakan, pengetahuan perpajakan, dan sanksi pajak terhadap kepatuhan wajib pajak orang pribadi pemilik usaha mikro dan keciL (studi kasus di Asosiasi UMKM Kabupaten Grobogan, Jawa Tengah) - USD Repository,” Sep. 24, 2020. https://repository.usd.ac.id/38103/ (accessed Jun. 24, 2022).
D. P. Y. Ardiana and L. H. Loekito, “Sistem Informasi Peramalan Persediaan Barang Menggunakan Metode Weighted Moving Average,” J. Teknol. Inf. dan Komput., vol. 4, no. 1, pp. 71–79, 2018, doi: 10.36002/jutik.v4i1.397.
D. R. Indah and E. Rahmadani, “Sistem Forecasting Perencanaan Produksi dengan Metode Single Eksponensial Smoothing pada Keripik Singkong Srikandi Di Kota Langsa,” J. Penelit. Ekon. Akutansi, vol. 2, no. 1, pp. 10–18, 2018.
I. A. Zahra, “Analisis Perbandingan Teknik Peramalan Kebutuhan Obat Dengan Metode Arima Dan Single Eksponensial Smoothing Studi Kasus: Rsud Indramayu,” J. Tata Kelola dan Kerangka Kerja Teknol. Inf., vol. 5, no. 1, 2019, doi: 10.34010/jtk3ti.v5i1.2261.
W. Handoko, “Prediksi Jumlah Penerimaan Mahasiswa Baru Dengan Metode Single Exponential Smoothing (Studi Kasus: Amik Royal Kisaran),” JURTEKSI (Jurnal Teknol. dan Sist. Informasi), vol. 5, no. 2, pp. 125–132, 2019, doi: 10.33330/jurteksi.v5i2.356.
D. Rodiah and Yunita, “Peramalan Produksi Pempek Dengan Metode Moving Average Dan Exponential Smoothing Jurnal Informatika Dan Rekayasa Komputer ( JAKAKOM ),” Inform. Dan Rekayasa Komput. ( JAKAKOM ), vol. 1, no. April, pp. 131–140, 2022.
Hendrik and W. Joni Kurniawan, “Perbandingan Metode SES dan SMA Dalam Peramalan Data COVID,” J. Mhs. Apl. Teknol. Komput. dan Inf., vol. 3, no. 3, pp. 102–109, 2021, [Online]. Available: http://www.ejournal.pelitaindonesia.ac.id/JMApTeKsi/index.php/JOM/article/view/650/416.
Suryadharma and T. Budyastuti, Sistem Informasi Manajemen, vol. 4. Uwais Inspirasi Indonesia, 2018.
U. N. Manado, “Pemodelan Single Exponential Smoothing (Ses) Dan Integer Autoregressive (Inar) Pada Peramalan Permintaan Intermittent,” Front. J. Sains Dan Teknol., vol. 1, 2018, doi: 10.36412/frontiers/001035e1/agustus201801.01.
A. Purba, “Perancangan Aplikasi Peramalan Jumlah Calon Mahasiswa Baru yang mendaftar menggunakan Metode Single Exponential Smoothing (Studi Kasus: Fakultas Agama Islam UISU),” J. Ris. Komput., vol. 2, no. 6, pp. 8–12, 2015.
N. L. W. S. R. Ginantra and I. B. G. Anandita, “Penerapan Metode Single Exponential Smoothing Untuk Analisa Peramalan Penjualan,” J. Media Inform. Budidarma, vol. 5, no. 2, p. 756, 2021, doi: 10.30865/mib.v5i2.2951.
A. Badawi, “PERANCANGAN DAN SIMULASI FORECASTING APPLICATION UNTUK MERAMALKAN DATA TIME SERIES BERBASIS MICROSOFT VISUAL BASIC 6.0 (Studi Kasus Jumlah Penumpang Kereta Api di Pulau Jawa),” 2019. Accessed: Aug. 08, 2022. [Online]. Available: http://lib.unnes.ac.id/32404/.
M. As’ad and S. Setyowibowo, “Kinerja Model Peramalan Single Exponential Smoothing Dan Double Exponential Smoothing Dalam Memprediksi Harga Emas Harian,” Pros. SeNTIK, vol. 4, no. September, pp. 273–281, 2020, [Online]. Available: https://jak-stik.ac.id/ejournal3/index.php/sentik/article/download/316/190.
F. A. Reicita, “Analisis Perencanaan Produksi Pada Pt. Armstrong Industri Indonesia Dengan Metode Forecasting Dan Agregat Planning,” J. Ilm. Tek. Ind., vol. 7, no. 3, pp. 160–168, 2020, doi: 10.24912/jitiuntar.v7i3.6340.
Zefriyenni and B. Santoso, “38-39-1-PB.pdf - Jurnal KomTekInfo Fakultas Ilmu Komputer, Volume 2, No. 2, Des 2015 ISSN : 2356-0010 SISTEM INFORMASI PENJUALAN DAN PENGENDALIAN | Course Hero,” J. KomTekInfo Fak. Ilmu Komput., vol. 2, Dec. 2015, Accessed: Aug. 08, 2022. [Online]. Available: https://www.coursehero.com/file/65030930/38-39-1-PBpdf/.
J. Nangi, S. H. Indrianti, and B. Pramono, “Peramalan Persediaan Obat Menggunakan Metode Triple Exponential Smoothing (Tes) (Studi Kasus : Instalasi Farmasi Rsud Kab. Muna),” Semantik, vol. 4, no. 1, pp. 135–142, 2018.
S. K. M. T. Ir. Billy Eden William Asrul, S. P. M. S. Sitti Zuhriyah, and S. K. M. S. Herlinah, Sistem Pendukung Keputusan Dengan Metode Double Exponential Smoothing. Cipta Media Nusantara.
Bila bermanfaat silahkan share artikel ini
Berikan Komentar Anda terhadap artikel Implementasi Metode Single Exponential Smoothing Dalam Memprediksi Kebutuhan Pupuk Bagi Petani
Pages: 803−812
Copyright (c) 2022 Oktaviani Dwi Rahayu, William Ramdhan, Sumatri Sumatri

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (Refer to The Effect of Open Access).





















