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Didik R. Santoso
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Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering

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Pengembangan Sistem Akuisisi Data Nirkabel untuk Pengukuran Distribusi Suhu Bawah Permukaan Rahman Arifuddin; Didik R. Santoso; Onny Setyawati
Jurnal EECCIS Vol 9, No 2 (2015)
Publisher : Fakultas Teknik, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (840.416 KB)

Abstract

Subsurface temperature distribution measurement can be performed using non-contact methods such as remote sensing and other satellite imagery, and method of contact is by direct measurement at the observation area. In this research a contact method was used by injecting iron pipes equipped with sensor into the ground. The digital temperature sensor that can reduce noise, communication systems using wireless networks, and data processing system user interface were used. Result of measurement and processing of the data showed that the distribution of heat towards one of the slave due to the sunlight direct exposure was 31oC in areas without anomalies
OPTIMASI PENENTUAN STATUS AKTIVITAS GUNUNG MERAPI MENGGUNAKAN METODE HYBRID ANFIS DAN PARTICLE SWARM OPTIMIZATION (PSO) Bagus Fatkhurrozi; M. Aziz Muslim; Didik R. Santoso
Techno (Jurnal Fakultas Teknik, Universitas Muhammadiyah Purwokerto) Vol 15, No 2 (2014): Techno Volume 15 No 2 Oktober 2014
Publisher : Universitas Muhammadiyah Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30595/techno.v15i2.89

Abstract

Tujuan penelitian ini adalah membuat model penentuan status aktivitas Gunung Merapi menggunakan metode hybrid ANFIS dan Particle Swarm Optimization (PSO). Data yang digunakan adalah data sekunder hasil pemantauan dari aktivitas kegempaan, deformasi tanah, dan geokimia Gunung Merapi. Data pelatihan menggunakan periode data prekursor erupsi Gunung Merapi tahun 1997, 1998, 2001, dan 2006. Data pengujian menggunakan data prekursor erupsi Gunung Merapi tahun 2010. Dari proses penelitian diperoleh hasil yaitu pada proses pelatihan, RMSE hybrid ANFIS-PSO sebesar 0,0877 dan MAPE pelatihan ANFIS-PSO sebesar 16,2518%. Pada proses pengujian, metode hybrid ANFIS-PSO dapat memperbaiki MAPE hasil pengujian ANFIS yang sebesar 10,2041% menjadi 8,3333%. Kata kunci : status aktivitas, Gunung Merapi, ANFIS, PSO
Co-Authors Bagus Fatkhurrozi M. Aziz Muslim Onny Setyawati Rahman Arifuddin