Journal of Mechatronics and Artificial Intelligence
Vol 1, No 1 (2024): JMAI: June 2024

Forecasting Electrical Energy Loads at PT Krakatau Daya Electric Using the Linear Regression Method

Krisna Bayu (Universitas Sultan Ageng Tirtayasa)
Dhea Rahmalia Henidar (Universitas Sultan Ageng Tirtayasa)
Fahmi Hermastiandi (Universitas Sultan Ageng Tirtayasa)
Galih Prasetya (Universitas Sultan Ageng Tirtayasa)
Adi Nugraha (Universitas Sultan Ageng Tirtayasa)



Article Info

Publish Date
02 Jun 2024

Abstract

The importance of the role of electrical energy at this time cannot be denied and it is difficult to imagine how life would be without electricity, not only as a source of light at night in Cilegon City because it is rich in resources, especially in the industrial sector. Therefore, the existence of a guaranteed power supply is very important. PT Krakatau Daya Listrik, as the main provider and distributor of electrical energy in the KIEC Area (Krakatau Industrial Estate Cilegon), indirectly becomes the backbone for the economy of the people in the trading area of PT Krakatau Daya Listrik. The method used in making predictions is the linear regression method which is a method to test how accurate the relationship between x and y is. In addition, to do forecasting or similarity testing, use Google Colab. The results of the two show a correlation coefficient of 0.4 which is enough to have a relationship between x and y, the more years the more power or electrical energy is needed. This is very relevant considering that electrical energy has become a necessity, so this forecast can help electricity service providers to meet consumer needs.

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Journal Info

Abbrev

JMAI

Publisher

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering Mechanical Engineering

Description

The Journal of Mechatronics and Artificial Intelligence (JMAI) (E-ISSN 3048-4227 P-ISSN 3062-729X) serves as a platform for disseminating scholarly research related to the fields of mechatronics and artificial intelligence, as well as related sub-disciplines. We extend an invitation to researchers, ...