indonesia indonesia
DOI:
https://doi.org/10.33998/jakakom.2026.6.1.2648Keywords:
Educational Game, random forest algorithmAbstract
The advancement of digital technology has increased the use of mobile devices, especially for interactive entertainment such as online games. The main problem encountered is the high level of battery consumption accompanied by an increase in device temperature, which affects energy efficiency and user comfort. This study aims to analyze the relationship between battery power and device temperature using the Vector Time Series method. The approach was conducted through a six-hour observation with hourly intervals using an iPhone device. The results show an average battery decrease of 14% per hour, with the highest temperature reaching 37°C at the third hour. The rise in temperature significantly accelerates battery depletion. These findings can serve as a reference for developing temperature-based power management systems to improve energy efficiency in mobile gaming.
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