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All Journal Journal of Computer Engineering: Progress, Application and Technology
Faisal Candrasyah Hasibuan
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Computer Science & IT

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Random Forest Implementation in Prepaid Electric Meter Recognition Komang Jaya Bhaskara Mahatya; Fathoni Waseso Jati; Budhi Irawan; Faisal Candrasyah Hasibuan
CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 1 No 02 (2022): August 2022
Publisher : Universitas Telkom

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/cepat.v1i02.5228

Abstract

While prepaid electricity services provide better flexibility, it comes with an additional step for the customer. Instead of paying a monthly bill based on electric usage, a prepaid system requires customers to actively predict their electricity usage before they pay for the correct electricity value. This presents a challenge because Underestimating electricity usage may lead to a power outage. Therefore, a system that monitors electricity can be developed to address this issue. There are two approaches to developing an electric monitoring system: designing the electric meter equipped with monitoring features or designing an external capturing device to work with the current electric meter. The first approach is costly and requires a meter disassembly. Thus, in this paper, the second approach is used. By utilizing image processing and a Random Forest machine learning algorithm, a monitoring device can be developed to read the digital meter's display. Although it may affect performance due to the low-power device, Raspberry Pi 3 and Raspberry Camera are used to provide automation. This method yields an accuracy of 97% using 375 images.
Empowering website based information and service quality: the role of backend developer in village digitalization Daffa Ahmadhan Khusumah; Agus Virgono; Faisal Candrasyah Hasibuan
CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 2 No 03 (2023): September 2023
Publisher : Universitas Telkom

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/cepat.v2i03.6352

Abstract

In today's technology-driven era, this paper investigates the indispensable role of backend developers in empowering website-based information and service quality through digitization initiatives. As technology is critical in service delivery and information dissemination, backend developers are crucial in developing robust and efficient systems. This paper emphasizes the importance of their position by examining their primary responsibilities, skills required, challenges faced, and their impact on improving the quality of website-based services and information in the digitization process. By studying the realm of backend development, this paper highlights the vital contribution made by backend developers in achieving effective digital transformation.
Co-Authors Budhi Irawan Daffa Ahmadhan Khusumah Fathoni Waseso Jati Komang Jaya Bhaskara Mahatya