
Anik HandayaniState University of Malang | UM · Department of Electrical Engineering
Anik Handayani
Dr. Eng
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121
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Introduction
Publications
Publications (121)
Seorang pejalan kaki sangat rawan terhadap kecelakaan di jalan. Deteksi pejalan kaki merupakan salah satu cara untuk mengidentifikasi atau megklasifikasikan antara orang, jalan atau yang lainnya. Instance segmentation adalah salah satu proses untuk melakukan segmentasi antara orang dan jalan. Instance segmentation dan penggunaan yolov8 merupakan sa...
Indonesian Sign Language System (SIBI) recognition plays a crucial role in improving effective communication for individuals with hearing loss in Indonesia. To support automatic SIBI recognition, this research presents a performance analysis of two main algorithms, namely Decision Tree and C4.5, in the context of the SIBI recognition task. This res...
Power systems are run by combining different energy producers while the demand serves as the system’s energy user and covers all of the non-flexible and flexible loads, including electric vehicles (EVs). This study investigated the trip pattern impact of EVs, utilizing the Orca Algorithm (OA), in optimizing power production, applied to the IEEE-62...
First-person shooter (FPS) focuses on first-person perspective action gameplay, with gunfights usually giving the player a choice of weapons, significantly impacting how the player approaches or strategies. General military-themed FPS games have realistic models with actual weapons’ shapes and characteristics. This type of game requires high aiming...
This research aims to provide innovation in the development of a smarter and more adaptive electricity distribution system, able to face the challenges that arise in the digital era. The results of this research can be a guide in improving the efficiency and reliability of electricity sales. The experimental method is applied by implementing mamdan...
Physiotherapy focuses on movement and optimal utilization of the patient's potential. Exercise Therapy is a physiotherapy procedure that specifically focuses exercises on active and passive movements. Cerebral Palsy (CP) patients are one of the sufferers of motor disorders of the upper extremities. Cerebral Palsy (CP) patients suffer from disorders...
The LUMINA (Linguistic Unified Multimodal Indonesian Natural Audio-Visual) Dataset is a carefully curated constrained audio-visual dataset designed to support research in the field of speech perception. Spoken exclusively in Indonesian, LUMINA contains high-quality audio-visual recordings featuring 14 native speakers, including 9 males and 5 female...
It is empirically identified that persons with disabilities in several natural disasters evacuate themselves because they have not been optimally involved in disaster preparedness programs. The purpose of this study is to describe the preparedness of persons with visual disabilities in several provinces in Indonesia to face natural disasters, espec...
The development of science and technology has experienced rapid progress which has a significant impact on people’s lives. One of the affected fields is education, where the utilization of science and technology can strengthen the learning process. In this context, the development of the right strategy and the use of supporting components are very...
This study aims to design and develop teaching materials for Basic Digital Engineering material in the Basics of Electronics Engineering Subject at the Mechatronics Department of SMKN 4 Malang. Obstacles in learning Basic Digital Engineering, lack of practicum facilities and learning resources, encourage the development of digital teaching material...
Syarimpon merupakan usaha yang didirikan oleh Afiani Fadiana pada tahun 2017 yang berlokasi di Perumahan Persada Bhayangkara No.G3, Pangetan, Kecamatan Singosari, Kabupaten Malang. yang bergerak dalam bidang produksi minuman herbal instan dan sudah mengembangkan minuman herbal instan dengan kemasan yang menarik dan sudah memiliki berbagai perizinan...
The rapid advancement and increasing demand for Unmanned Surface Vehicle (USV) technology have drawn considerable attention in various sectors, including commercial, research, and military, particularly in marine and shallow water applications. USVs have the potential to revolutionize monitoring systems in remote areas while reducing labor costs. O...
Indonesian Sign Language (BISINDO) is one of the sign languages used in Indonesia. The process of classifying BISINDO can be done by utilizing advances in computer technology such as deep learning. The use of the BISINDO letter classification system with the application of the MobileNet V2 FPNLite SSD model using the TensorFlow object detection API...
Profil kesuburan tanah merupakan hal yang penting dalam pertanian karena merupakan media utama dalam bercocok tanam. Penggunaan pupuk kimia dan pestisida secara terus menerus dan berlebihan akan dapat menimbulkan perubahan sifat fisika dan kimia tanah yang pada akhirnya akan dapat menyebabkan tanah menjadi kritis. Hal ini akan berpengaruh pada prod...
Sunlight is an alternative energy source that can be used as a substitute for fossil fuels. Renewable energy potential has not been widely utilized, especially in Indonesia. Utilization of sunlight, one of which is done indoors to save electricity and the source is not limited. This study aims to predict solar irradiance to determine the value of s...
Walking is a popular post-stroke rehabilitation exercise for patients. Stroke walking training is a sort of physical therapy that aims to help people who have had a stroke improve their walking ability. The goal of this research is to classify stride length and include it into a mobile application. The accelerometer sensor on a smartphone can be us...
Jumlah peralatan laboratorium di lingkungan sekolah kejuruan sangat banyak dan pada umumnya terkumpul dalam satu ruang penyimpanan. Untuk penggunaannya, siswa mengajukan peminjaman untuk dibawa ke ruang laboratorium sesuai jadwal. Dalam rangka meningkatkan efisiensi dan mengatasi problem dalam pelacakan peralatan laboratorium yang di digunakan oleh...
Basketball Activity Recognition (BAR) in sports teams, especially in basketball, to make statistical analysis of player activity data is currently a very important thing. BAR is one part of sports science that recognizes the movement of players in each activity, such as dribbling, passing, etc. Sport science in the sports business is used as one of...
Indonesia adalah negara yang kaya akan keragaman budaya, salah satu dari budaya Indonesia adalah Wayang Kulit. Wayang kulit di Indonesia memiliki beragam gagrak, mulai dari Cirebon, Solo, Jawa-Timuran, Yogyakarta dan lain sebagainya. Keberagaman dari gagrak wayang kulit membuat generasi muda kesulitan untuk mengetahui gagrak dari wayang kulit. Dari...
Water quality classification for the needs of recreational facilities, livestock, fisheries, and plantations is needed to determine utilization based on water quality according to national water quality standards. The methods used in this research are K-Nearest Neighbors (KNN), Support Vector Machine (SVM), Naïve Bayes (NB), and Ensemble Model. The...
Nowadays, food is one of the things that has been globalized, and everyone from different parts of the world has been able to cook food from other countries through existing online recipes. Based on that, this study developed a translation formula using a neural machine translation (NMT). NMT is a recently proposed approach to machine translation....
Moral values education aims to help individuals understand, practice, and practice ethics. Society 5.0 is a concept pioneered by the Japanese government, which includes efforts to address social issues by integrating physical and virtual spaces, not only in the manufacturing industry. The library research model is used in this article, which requir...
Digital technology is a development in which there is flexibility and efficiency in its use so that it can help people in their daily activities. The use of digital technology in health services can be aimed at reducing problems that often occur in their services, complaints often occur due to the long time that it takes for prospective patients to...
Digitalization has brought many changes in various sectors, including MSMEs. In the era of Society 5.0, where humans are the center and technology are the basis, MSMEs need to make practical and effective use of digitalization to improve their performance and remain competitive. However, many economic actors in the MSMEs sector are constrained in i...
This paper presents a hybrid control between Fuzzy and PI to solve the problem of stability of the output voltage on the Buck Converter, especially in small power applications. This paper makes two main contributions. The first is the design of a simple Fuzzy-PI output voltage control design of a buck converter in Matlab. The second is the result o...
Backpropagation is part of supervised learning, in which the training process requires a target. The resulting error is transmitted back to the units below in its training process. Backpropagation can solve complicated problems because it consumes less memory than other algorithms. In addition, it also can produce solutions with a low error rate wh...
This paper presents a harmonic analyzer that used IoT and smart apps for low-cost and portable solutions. We contribute a short review of harmonics measurement methods and experimental approaches for monitoring harmonics using an IoT-based system. The proposed device was built from a current sensor, a voltage sensor, and a microcontroller with an I...
Indonesia is a country with diverse cultures. One of which is Wayang Kulit, which has been recognized by UNESCO. Wayang kulit has a variety of names and personalities, however most younger generations are not familiar with the characters of these shadow puppets. With today's rapid technological advancements, people could use this technology to dete...
MBT (Mobile Braille Touch) is a specific mobile phone application for people with disabilities, particularly those who are blind. The ADDIE research paradigm was utilized in the development of the MBT application, which includes the stages of Analysis, Design, Development or Production, Implementation or Delivery, and Evaluation. The result is an M...
A Special school is a school that is intended for children with special needs to get basic services that can help them gain access to education. With different types, different learning strategies and facilities are owned. One type of special school is the SLB for the Deaf, which is intended for deaf children or children who have hearing impairment...
Customer demand for electrical energy continues to increase, so electrical energy infrastructure must be developed to fulfill it. In order to generate and distribute electrical energy cost-effectively, it is crucial to estimate electrical energy consumption reasonably in advance. In addition, it is necessary to ensure that customer demands can be m...
The increasing need for electrical energy requires suppliers to innovate in developing electric distribution systems that are better in terms of quality and affordability. In its development, it is necessary to have a control that can combine the electricity network from renewable energy and the main network through voltage back-up or synchronizati...
This paper presents an adaptive method for power management in smart shoes data transmission. The device communication module consumes a lot of energy. The transmission power is set to maximum by default. The maximum transmission power is not needed when the node is near the sink. But, the low transmission power is not guaranteed data successfully...
This paper presents a battery management system on a self-powered smart shoes application. As a mobile device, smart shoes have limited battery reserves and are separated from installed energy sources. The use of batteries must be as save as possible so that the device can still function while in use. Smart shoes can sense heart rate and oxygen lev...
The Utilization of renewable energy such as a photovoltaic system is the foremost alternative in transfers generated by conventional power plants, but the lack of photovoltaics is support for light intensity. The purpose of this research is to develop a pilot-scale smart grid photovoltaic system that can regulate the supply of electrical energy fro...