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Sistem Penerangan Jemabatan Kali Progo Berbasis Energi Baru Terbarukan Pembangkit Listrik Tenaga Surya di Kabupaten Magelang Nisworo, Sapto; Pravitasari, Deria; Nurhadi, N; Azhar, A
Jurnal Solusi Masyarakat Dikara Vol 2, No 2 (2022): Agustus 2022
Publisher : Yayasan Lembaga Riset dan Inovasi Dikara

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Jembatan kali progo wilayah kabupaten Magelang adalah jembatan yang menghubungkan desa Sidorejo wilayah kabupaten Magelang dengan desa Tuguran wilayah kota Magelang. Jembatan tersebut menjadi penting untuk difasilitasi, di desa tersebut akan dibangun perluasan kampus Untidar. Jarak tempuh kampus utama ke kampus yang akan dibangun dipandang paling dekat. Bila menggunakan jalan lain harus memutar dengan jarak tempuh mencapai kurang lebih 10 km. pertimbangan lain, masyarakat desa sidorejo dan sekitarnya melakukan banyak yang melakukan aktifitas di kota Magelang sebagai tenaga kerja, sehingga banyak yang memanfaatkan jembatan hingga malam dan juga dipagi buta. Metode yang ditempuh adalah melakukan pendataan dan perancanaan secara enjiniring dan diajukan menjadi pengabdian pada masyarakat dengan sekema pendanaan LPPM Universitas Tidar Kerjasama dengan beberapa dosen dari Universitas Malikussaleh. Hasil yang diperoleh dapat terlaksananya kegiatan sesuai dengan rencana dan dapat digunkan untuk semua pihak yang membutuhkan. Hasil lain yang diperoleh adalah pembelajaran pemasangan PLTS antara tim pengabdian, mahasiswa dan masyarakat.
Optimization of Permanent Magnet Synchronous Generator Output Power in Wind Power Plants with ANN Back Propagation Nisworo, Sapto; Pravitasari, Deria; Ayub Wahab, Iis Hamsir
PROtek : Jurnal Ilmiah Teknik Elektro Vol 10, No 2 (2023): Protek : Jurnal Ilmiah Teknik Elektro
Publisher : Program Studi Teknik Elektro Universitas Khairun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/protk.v10i2.6040

Abstract

The focus of this research is optimizing a wind power plant using a Permanent Magnet Synchronous Generator (PMSG). The backpropagation method of the artificial neural network system was chosen to optimize the output power of the wind power generator. Based on the simulation results, the backpropagation algorithm of the artificial neural network obtains the output power based on the input variable in the form of changing wind speed. The results show that the best value is learning rate = 0.5, error = 0.0001, max. epoch= 100000, neuron hidden layer = 5. The Mean Square Error (MSE) value obtained is 0.1026 reaching the goal at epoch 14845. The reverse training regretion reaches 0.99917. The optimization results are close to the specified error, which is 0.0001, while what is obtained is 0.0145. The power generated by the wind speed is 10.7 m/s before being optimized using the back propagation neural network method worth 321 watts, while the optimized power results are 409 watts. The difference in the average target power obtained is 88 watts compared to the power of the Artificial Neural Network (ANN). 
A Comparative Study of Students Graduation Analysis Using Classification Methods in Undergraduate Electrical Engineering Tidar University Wicaksono, Damar; Nisworo, Sapto; Nata, Imam Adi
JURNAL TEKNIK INFORMATIKA Vol. 17 No. 1: JURNAL TEKNIK INFORMATIKA
Publisher : Department of Informatics, Universitas Islam Negeri Syarif Hidayatullah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/jti.v17i1.32132

Abstract

This research aimed to classify achievement factors for electrical engineering students at Tidar University using K-Means and Agglomerative Clustering classification algorithms. The goal was to understand if any parameters influence high-achieving student performance. The Indonesian government and private sector for university students provide significant education funds. Student scholarships are awarded based primarily on GPA and entry path, overburdening staff and causing confusion during distribution to eligible recipients. A system was needed to accommodate additional eligible criteria. The researcher selected factors to identify engineering student performance, including school origin, entry path, tuition fees, and GPA. These inputs could determine graduation status. The results compared calculation methods based on collected data accuracy, processing times, and characterizing clustered data to determine the best classification method. Agglomerative Hierarchical Clustering performed better. Accuracy testing on 600 training data points yielded 73.94% for improved K-means and 90.42% for AHC. The Average processing time was 674.92 seconds for improved K-means and 554.35 seconds for AHC. Silhouette testing also characterized calculation methods, with improved K-means scoring best at 0.654 and AHC at 0.787 using two clusters.
Perencanaan Fire Alarm dan Pemadam Kebakaran pada Gedung Dekanat 7 Lantai Universitas Tidar Mertoyudan Kurmia, Shely; Nisworo, Sapto; Pravitasari, Deria; Trihasto, Agung
Aviation Electronics, Information Technology, Telecommunications, Electricals, and Controls (AVITEC) Vol 6, No 2 (2024): August
Publisher : Institut Teknologi Dirgantara Adisutjipto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28989/avitec.v6i2.2141

Abstract

Perencanaan fire alarm dan pemadam kebakaran pada Gedung Dekanat 7 lantai Universitas Tidar Mertoyudan dilakukan karena terdapat risiko kebakaran yang upaya penanggulangannya sulit dilakukan. Dalam menyelesaikan perencanaan ini memerlukan beberapa tahapan yang mencakup studi literatur, pengumpulan data dan pengolahan data. Berdasarkan hasil perhitungan yang telah dilakukan dapat disimpulkan bahwa sesuai SNI 03-3985-2000 membutuhkan detektor asap 82 unit, sesuai SNI 03-3989-2000 membutuhkan sprinkler 129 unit, volume air yang dibutuhkan 232 m3, Ground Water Tank (GWT) berkapasitas 300 m3, daya pompa yang dibutuhkan yaitu daya pompa elektrik 36 kW, pompa jockey 3,6 kW, dan pompa diesel 140 HP. Perhitungan perencanaan fire alarm dan pemadam kebakaran ini telah sesuai dengan peraturan dan standar diharapkan dapat meningkatkan keselamatan penghuni serta melindungi aset-aset berharga.