Lighting Level Measuring Device Based On Web Using Kalman Filter Method

Article Sidebar

PDF
Published: Jan 4, 2023
DOI: https://doi.org/10.24853/jasat.5.2.43-50
Keywords:
Lighting Lux Meter BH1750 Kalman Filter Web

Main Article Content

Dika Rahayu Widiana
Politeknik Perkapalan Negeri Surabaya
Tabah Uji Antoro
Politeknik Perkapalan Negeri Surabaya
Khoirul Hasin
Politeknik Perkapalan Negeri Surabaya

Abstract

The need for lighting in each room depends on the activities carried out. According to the Indonesian National Standards (SNI) 03-6575-2001, the minimum recommended lighting strength for lecture hails is 200 lux to 250 lux and for laboratories is 300 lux to 500 lux. In measuring the level of lighting in a room, a tool called a lux meter is needed. But as is known light sensor is a sensor that quite sensitive. In this research the writer uses the Kalman Filter method to increase the accuracy and precision of the BH1750 lighting level sensor. In addition, this tool is also integrated with a website to make it easier for users to monitor measurement results both stored and in real-time. Tool testing is done by measuring 28 different locations. The test scheme is adjusted to the standard operating procedure for measuring light intensity which refers to SNI 16-7062-2019. From the test results for measurements using the Kalman Filter method, the stability level is 78.57%, the precision level is 1.46% and the accuracy error value is 0.92%. While the test results for measurements without the Kalman Filter method obtained a stability level of 53.57%, a precision level of 2.80% and an accuracy error value of 2.77%.

Downloads

Download data is not yet available.

Article Details

Issue
Vol. 5 No. 2 (2022): Journal of Applied Sciences and Advanced Technology
Section
Articles

COPYRIGHT POLICY

The author(s) of an article published in the Journal of Applied Sciences and Advanced Technology (JASAT) retains ownership of the intellectual property rights in work (s).

PUBLISHING RIGHTS

The author(s) of an article published in the Journal of Applied Sciences and Advanced Technology (JASAT) have unrestricted publication rights. The authors give the Journal of Applied Sciences and Advanced Technology (JASAT) the right to publish the article and designate the Faculty of Engineering Universitas Muhammadiyah Jakarta Publishing as the original publisher of the article.

LICENSING POLICY
JASAT is an open-access journal that follows the Creative Commons Non-Commercial 4.0 International License (CC BY-NC 4.0), which states that: 


Under this license, the reusers must give appropriate credit, provide a link to the license, and indicate if changes were made. Users may do so in any reasonable manner, but not in any way that suggests the licensor endorses users or their use.
Please take the time to read the whole license agreement (https://creativecommons.org/licenses/by-nc/4.0/). As long as reusers follow the license conditions, the owner cannot withdraw these freedoms. The following components are included under this license:

Attribution: Users must provide appropriate attribution, including a link to the license, and indicate whether or not they made any modifications. Users are free to do so reasonably, but not in a manner that indicates the licensee approves of their usage.

NonCommercial: Users may not use the material for commercial purposes.

References

Abiyasa, A. P., Sugarayasa, I. W., Sukadana, I. W. & Sutama, I. W., 2017. Datalogger Portabel Online Untuk Remote Monitoring Menggunakan Arduino Mikrokontroler. Gorontalo, Universitas Negeri Gorontalo.

Amalia, D. R., 2020. Peningkatan Akurasi Penentuan Lokasi Pada Aplikasi Android Menggunakan Assisted Gps (A-Gps) Dan Kalman Filter. Yogyakarta: Universitas Gadjah Mada.

Ananda, R. & Handoko, W., 2020. Penggunaan Rangkaian Booster Converter Dan Ic-Tp4056 Untuk Lampu Jalan Murah. Jurteksi (Jurnal Teknologi dan Sistem Informasi) , Volume VII, pp. 9-14.

Arikunto, S., 2006. Prosedur Penelitian: Suatu Pendekatan Praktik. Jakarta: Rineka Cipta.

Ar-Rasyiid, A., Dharmawan, W. & Kurnianto, A., 2016. Peningkatan Akurasi Estimasi Jarak Rssi Dengan Model Log Normal Menggunakan Metode Kalman Filter Pada Bluetoooth Low Energy. Jakarta, Fakultas Teknik Universitas Muhammadiyah Jakarta, p. 78.

Baihaqi, M. & Wijaya, W., 2021. Penerapan Filter Kalman untuk Meningkatkan Akurasi dan Presisi Sensor Suhu LM35. KONSTELASI: Konvergensi Teknologi dan Sistem Informasi.

Boga, A. A., 2016. Rancang Bangun Alat Pendeteksi Denyut Nadi Dengan Penyampaian Data Menggunakan Sms Gateway Berbasis Mikrokontroler. Palembang: Politeknik Negeri Sriwijaya.

Burhanuddin, A. & Wibowo, F. M., 2018. Penerapan Kalman Filter Pada Metode Trilaterasi Untuk Peningkatan Akurasi Estimasi Perhitungan JARAK DI DALAM RUANGAN. Jurnal Ilmiah Betrik, Volume 09.

Fitria, I. & Hasanah, P., 2017. Penerapan Algoritma Kalman Filter dalam Prediksi Kecepatan Angin di Kota Balikpapan. SPECTA Journal of Technology, Volume 1.

Lee, V., 2021. Perancangan Sistem Pemantauan Pencahayaan Berbasis Website Pada Ruang B518 Universitas Multimedia Nusantara. Tangerang: Universitas Multimedia Nusantara.

Moseya, I. H., Tellenga, R. C. & Southa, V. A., 2018. Rancang bangun alat pendeteksi intensitas cahaya berbasis Sensor Light Dependent Resistance (LDR). JURNAL MIPA UNSRAT ONLINE, Volume 7, pp. 47-51.

Rizal, R., 2018. Mitos dan Eksplanasi Ilmiah Lembayung Senja. Jurnal Filsafat Indonesia, 30 November.Volume 1.

Rokhaniyah, 2019. Alat Praktikum Fisika Untuk Menentukan Panjang Gelombang Dan Frekuensi Spektrum Matahari. Orbith, Volume 15, pp. 47-55.

Shishir, K. & Kodali, R., 2016. Low-Cost Ambient Monitoring using ESP8266. Warangal, National Institute of Technology Warangal.