Neuro-Fuzzy for Traffic Volume Forecasting of National Road III Jember Banyuwangi KM 252

Muhammad Shofwan Donny Cahyono

Abstract


Traffic congestion is one of the prevalent phenomena in Indonesia, especially in big cities. There are a variety of factors causing congestion in the city, including the expansion of existing infrastructure, the large number of residents in the area, and the disparity between the growth of motor vehicles and highways. By careful transport planning, this can be fixed. The estimation of traffic volume is one strategy to see how much road growth is to offset vehicle volume growth to prevent congestion. This study tries to estimate the traffic volume of National Road III Jember Banyuwangi KM 252 motorized 2-wheeled vehicles passing by. The data used were obtained from 24 hours observation for 7 days. Using the Neuro-Fuzzy method which applies 1 day out of 7 days as testing data, and obtaining the average error is 13.2747%. This average error shows that the error rate that occurs is 5% of all errors. Neuro-Fuzzy can forecast the traffic volume of 2-wheeled motorized vehicles reasonably well.


Keywords


Heavy Equipment, Toll Road, Productivity.

Full Text:

PDF

References


Alifen, Ratna S. 2012. Diktat Teknik Pelaksanaan dan Peralatan, Universitas Kristen Petra.

Hadihardaja, J. 1998. Pemindahan Tanah Mekanik. ITN Malang.

Kholil, A. 2012. Alat Berat. Remaja Rosdakarya, Bandung.

Nunnally, S.W. 2007. Construction Methods and Management, Seventh Edition. Prentice Hall, Inc.

Qamariah, Linda Nurul., Analisa Produktivitas Peralatan Dalam Pekerjaan Agregat Pada Ruas Jalan Simpang 3 Samboja KM. 38 Balikpapan – Loa Janan. Fakultas Teknik Sipil Universitas 17 Agustus 1945 Samarinda.

Rostiyanti, S.F. 2008. Alat Berat Untuk Proyek Konstruksi. Rineka Cipta, Jakarta.

Solihin, M., Wiranto, P., Lukman., H. 2016. Perhitungan Jumlah Alat Berat Pada Pekerjaan Tanah (Studi Kasus: Proyek Delta Silikon 8 Cikarang). Program Studi Teknik Sipil, UNPAK.

Purwanto, T., Wiranto, P., Lukman., H. 2016. Produktivitas Alat BeratPada Pembangunan Jalan Ruas Larat – Lamdesar Provinsi Maluku. Program Studi Teknik Sipil, UNPAK.

Wilopo, D. 2009. Metode konstruksi dan Alat Berat. Jakarta: Universitas Indonesia.

------------, 2019. Dokumen Proyek Pembangunan Jalan Tol Pematang Panggang-Kayu Agung, Seksi 2. Waskita Karya, Sumatera Selatan.




DOI: https://doi.org/10.30736/cvl.v6i2.667

Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Indexed By :

 

Editorial Office :

Civilla : Jurnal Teknik Sipil Universitas Islam Lamongan

 

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.