Bhakti Yudho Suprapto
Sriwijaya University
PhysicsEngineeringLift (data mining)Recurrent neural networkMel-frequency cepstrumArtificial intelligenceBackpropagationControl systemNavigation systemSpeech recognitionInverse controlAltitude controlComputer sciencePID controllerArtificial neural networkFeature extractionFuzzy logicControl theoryReal-time computingControl theoryRobotProcess (computing)
62Publications
4H-index
45Citations
Publications 65
Newest
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The effect of increasing solar cell temperature due to excessive solar radiation exceeds the limit causes a decrease in the efficiency of the PV panel. Experimental research has been developed to study the effect of a cooling technique with a passive cooling method which has free convection heat transfer to photovoltaic using perforated aluminum plates. The result of this research is an increase in the efficiency of PV panels using perforated aluminum plates by 10.02%.
The rapid development of deep learning improves the detection and classification of attacks on intrusion detection systems. However, the unbalanced data issue increases the complexity of the architecture model. This study proposes a novel deep learning model to overcome the problem of classifying multi-class attacks. The deep learning model consists of two stages. The pre-tuning stage uses automatic feature extraction with a deep autoencoder. The second stage is fine-tuning using deep neural net...
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The area of the waters on this earth is more than the land area, it is also as in Indonesia. It can be utilized for various purposes, for an example is underwater exploration using underwater robots. It can be implemented in Underwater Vehicle . The AUV control system on underwater requires a controller to be able to move properly. PID controller is a controller that has a simple structure and yield great performance. This research was conducted to control the movement of surge, heave, and yaw o...
#1Muhammad YusupH-Index: 1
By utilizing ocean waves as energy, the sea wave power plant can generate sufficient electrical voltage to provide supply to electrical equipment. So far, sea waves are a problem in the generation of a sea wave power plant because it is very dependent on the size of the wind so that it affects the electrical voltage produced. Sea wave power plants must be able to work optimally to produce electric power, so that optimal control is needed in order to stabilize the voltage output. The gyroscope co...
#1Bhakti Yudho Suprapto (Sriwijaya University)H-Index: 4
#2A. Wahyudin (Sriwijaya University)
Last. Suci Dwijayanti (Sriwijaya University)H-Index: 2
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The challenge with using the Unmanned Aerial Vehicle (UAV) is when the UAV makes a landing. This problem can be overcome by developing a landing vision through helipad detection. This helipad detection can make it easier for UAVs to land accurately and precisely by detecting the helipad using a camera. Furthermore, image processing technology is used on the image produced by the camera. You Only Look Once (YOLO) is an image processing algorithm developed to detect objects in real-time, and it is...
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#1Yesi Novaria Kunang (Sriwijaya University)H-Index: 4
#2Siti Nurmaini (Sriwijaya University)H-Index: 10
Last. Bhakti Yudho SupraptoH-Index: 4
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Abstract A network intrusion detection system (NIDS) is a solution that mitigates the threat of attacks on a network. The success of a NIDS depends on the success of its algorithm and the performance of its method in recognizing attacks. We propose a deep learning intrusion detection system (IDS) using a pretraining approach with deep autoencoder (PTDAE) combined with a deep neural network (DNN). Models were developed using hyperparameter optimization procedures. This research provides an altern...
6 CitationsSource
In terms of movement, mobile robots are equipped with various navigation techniques. One of the navigation techniques used is facial pattern recognition. But Mobile robot hardware usually uses embedded platforms which have limited resources. In this study, a new navigation technique is proposed by combining a face detection system with a ram-based artificial neural network. This technique will divide the face detection area into five frame areas, namely top, bottom, right, left, and neutral. In ...
1 CitationsSource
Nowadays, speech is used also for communication between humans and computers, which requires conversion from speech to text. Nevertheless, few studies have been performed on speech-to-text conversion in Indonesian language, and most studies on speech-to-text conversion were limited to the conversion of speech datasets with incomplete sentences. In this study, speech-to-text conversion of complete sentences in Indonesian language is performed using the deep bidirectional long short-term memory (L...
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Photovoltaic is a tool to convert PV energy into electricity that is pollution-free and environmentally friendly, so that further research is needed in developing renewable technology. The output power produced by PV panels is highly dependent on the temperature and radiation characteristics of the PV. Therefore, this study aims to determine the effect of PV radiation and temperature on monocrystalline, polycrystalline, and amorphous PV. Data recording in this study uses a special data logger th...
#2Zainuddin NawawiH-Index: 7
Last. Riman SipahutarH-Index: 4
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