Jatropha Curcas Disease Identification using Random Forest

Saragih, Triando Hamonangan; Wijayaningrum, Vivi Nur; Haekal, Muhammad

doi:10.26555/jiteki.v7i1.20141

Cited by 3 publications

(2 citation statements)

References 20 publications

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“…This concept allows system variables to exhibit varying levels of membership in different categories. For instance, in room temperature control, variables like "cold" and "hot" can have membership levels or fuzzy sets such as "slightly cold", "medium cold", "slightly hot", and "medium hot" (35). These membership levels describe the degree to which an input or output value belongs to a particular category.…”

Section: Fuzzy Tsukamotomentioning

confidence: 99%

Energy Efficiency with Internet of Things Based Fuzzy Inference System for Room Temperature and Humidity Regulation

Furizal,

Sunardi,

Yudhana

et al. 2024

IJE

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Energy consumption is a crucial aspect in the effort to optimize the utilization of resources and reduce energy wastage. Focusing on energy efficiency can result in operational cost savings, a reduction in greenhouse gas emissions, and support for environmental sustainability for future generations. Therefore, it is important to consider energy efficiency in daily life, especially in the use of electricity for electronic devices. This research aims to compare the energy efficiency of two different approaches to Air Conditioner (AC) usage: the manual method and the fuzzy logic method. The manual method involves eight tests with direct power measurements over a 30-minute period at various AC temperature settings, namely 18°C, 20°C, 23°C, 24°C, 25°C, 26°C, 27°C, and 30°C. On the other hand, the fuzzy logic method involves six tests allowing for dynamic temperature adjustments based on room conditions. The research findings indicate that the fuzzy logic method achieves lower average power consumption, except at 30°C, where the manual method is slightly more efficient (a difference of 140,745 watts). This difference is primarily attributed to the "cooling and fan" mode used at lower temperatures in the manual method, resulting in higher power consumption. Furthermore, this research reveals the potential of the fuzzy logic in optimizing AC power usage based on real-time conditions, achieving approximately a 41.96% energy savings. The primary contribution of this study is to provide practical insights into how the fuzzy logic method can significantly reduce AC energy consumption, support energy efficiency efforts, and contribute to environmental sustainability.

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Section: Fuzzy Tsukamotomentioning

confidence: 99%

Energy Efficiency with Internet of Things Based Fuzzy Inference System for Room Temperature and Humidity Regulation

Furizal,

Sunardi,

Yudhana

et al. 2024

IJE

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“…Palm print recognition systems process picture data from a photograph of a person's palm and compare it to a record for that person using a scanning device or camera-based application. There are numerous ways to obtain a palmprint image, including digital scanners (Al-Taie & Khaleel, 2023).…”

Section: B Literature Reviewmentioning

confidence: 99%

Palm Payment System: Islamic Finance Perspective

Muhamad Wildan Fawa’id,

Utama,

Yuliani

et al. 2023

ieibzawa

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Cashless payments have become an increasingly popular trend in recent years. Cashless payment methods can include the use of credit/debit cards, mobile banking apps, digital wallets, payments via smartphones, or even biometric technologies such as fingerprint scanners or facial recognition. Palm Payment System incorporates fingerprint biometrics in the palm of the hand to facilitate payments, making it safer and more reliable as long as we have a balance, internet network and hands. Descriptive qualitative research methods are research approaches used to describe certain phenomena or events by understanding and describing in depth the characteristics, context, and complexity of the phenomenon. The use of Palm Payment System is in accordance with Islamic finance principles that uphold transparency, honesty, and fairness in business. However, it needs to be improved in supporting infrastructure, the level of community adoption and adaptation. Security and privacy should not be leaked. Accessibility for people with physical disabilities who cannot use palm payment. Minimize technical obstacles due to environmental factors such as extreme temperatures or poor light because it can affect authentication. The latter is affordable in implementation

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Comparison of Air Quality Prediction using Random Forest and Gradient Boosting Tree

Saragih,

Mazdadi

2023

2023 Eighth International Conference on Informatics and Computing (ICIC)

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Jatropha Curcas Disease Identification using Random Forest

Cited by 3 publications

References 20 publications

Energy Efficiency with Internet of Things Based Fuzzy Inference System for Room Temperature and Humidity Regulation

Energy Efficiency with Internet of Things Based Fuzzy Inference System for Room Temperature and Humidity Regulation

Palm Payment System: Islamic Finance Perspective

Comparison of Air Quality Prediction using Random Forest and Gradient Boosting Tree

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