Search Results - (( course evaluation tree algorithm ) OR ( panel application based algorithm ))*

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    An artificial intelligence approach to monitor student performance and devise preventive measures by Khan I., Ahmad A.R., Jabeur N., Mahdi M.N.

    Published 2023
    “…We developed a set of prediction models with distinct machine learning algorithms. Decision tree triumph over other models and thus is further transformed into easily explicable format. …”
    Article
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    Optimisation of tilt angles for fixed PV Panel via computational algorithm by Tang, Hong Wei

    Published 2022
    “…Therefore, this Final Year Project (FYP) proposes and develops a computational algorithm to calculate the annual energy generation at different tilt angles of the PV panel and determine the optimum tilt angles of the PV panel at various locations in Malaysia under local weather conditions. …”
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    Final Year Project / Dissertation / Thesis
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    A Systematic Approach to Transform Machine Learning Students� Performance Prediction Model into Preventive Procedures by Khan I., Ahmad A.R., Jabeur N., Mahdi M.N.

    Published 2023
    “…Educational Data Mining tools, specifically Machine learning classifiers, appear supportive to develop prediction models which forecast students� final outcome in a course. This research evaluates the effectiveness of machine learning classifiers to monitor students� academic progress and informs the instructor about the students at the risk of producing unsatisfactory final result in a course. …”
    Conference Paper
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    Solar panel tracker model using PIC16F877A by Noor Kamal, Noralif Khairrurijaal

    Published 2005
    “…This paper presents an application of a solar panel tracker module that measures the output voltage of solar panel in Photovoltaic (PV) application and tracks the sun's movement in order to get optimum exposure of the sun's irradiance. …”
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    Student Project
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    Automated dual-axis solar tracking system based on astronomical equation and global positioning system by Mohd Sidek, Mohd Hasimi

    Published 2015
    “…Furthermore, this study proposed an electronic control system with embedded sun’s path trajectory algorithm purposely for maximizing the power generated from the attached PV panel. …”
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    Thesis
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    An early warning system for students at risk using supervised machine learning by Yam, Zheng Hong, Mohd Norshahriel, Abd Rani, Nabilah Filzah, Mohd Radzuan, Lim, Huay Yen, Sarasvathi, Nagalingam

    Published 2024
    “…According to the research, 52% of students who sign up for a course would never read the course materials. Furthermore, throughout the course of five years, the dropout rate reached a stunning 96%. …”
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    Article
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    Predictive modelling of student academic performance using machine learning approaches : a case study in universiti islam pahang sultan ahmad shah by Nurul Habibah, Abdul Rahman

    Published 2024
    “…Particularly, the decision tree is identified as the most accurate predictive model, having a 0.60 accuracy value. …”
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    Thesis
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    Arduino solar tracker with blynk / Muhammad Azim Hafizi Azlan by Azlan, Muhammad Azim Hafizi

    Published 2024
    “…The Arduino board serves as the main control unit, coordinating panel movements and allowing online or mobile application-based remote monitoring and control. …”
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    Student Project
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