Anik Handayani

State University of Malang | UM · Department of Electrical Engineering

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...

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...

Information technology is now used very often, especially by individuals born between 1982 and 2002 (the Millennial generation). The academic library, which from its beginnings has been a storehouse for information through collections, is becoming less attractive for Millennials because of the influence of information technology. This study aimed t...

Penelitian dan pengembangan ini bertujuan untuk mengembangkan, menguji kelayakan, dan menguji keefektivitasan bahan ajar berbentuk modul ajar menganalisis rangkaian listrik (MRL) bermuatan problem solving pada siswa kelas X TITL SMK Negeri 2 Kota Probolinggo. Model pengembangan modul ajar yang digunakan yaitu model pengembangan ADDIE. Model pengemb...

Penelitian dan pengembangan ini bertujuan untuk menghasilkan modul pembelajaran Fuzzy dan menguji kelayakan modul tersebut untuk dimanfaatkan di Jurusan Teknik Elektro, Universitas Negeri Malang. Model pengembangan yang digunakan dalam penelitian ini adalah model pengembangan ADDIE dengan lima tahap pengembangan sebagai berikut: (1) Analisis, (2) D...

In the selection process for New Student Admissions, there are many prospective new students. However, not all candidates accepted at a school. They must be passing through the selection stage by following specific criteria. Therefore, schools need to select candidates following specific criteria to make the best selection of students. Especially i...

Visual Impairment persons have the disadvantage when they try to walk straight without any active or passive guidance. They usually tend to walk with circle path how hard they try, this is called veering behavior and it is nature in human instinct. For walking, most visual impairment persons will use at least a support cane for their walking guidan...

This research proposed the identification of chicken freshness level based on its color and texture features. Color Features used are the RGB (Red, Green, and Blue) and HSV (Hue, Saturation, Value) channel histogram value. texture features used are GLCM (Grey Level Co-Occurrence Matrix), Gabor kernel, and HOG (Histogram of Oriented Gradients). The...

Inverse kinematics is a behavior to find set joint angle value of the planar manipulator to reach end desire effector position. In this paper Bayesian regularization backpropagation training function is used to train neural network to produce the set of joint angle value to reach the desired position. Different architecture of the network also bein...

Jaringan saraf tiruan (JST) merupakan pemroses informasi yang meniru cara kerja otak manusia, yaitu bentuk neuron (sel syaraf). Karena kelebihan ini, JST dapat dipakai untuk mengenali pola tertentu, pada penelitian ini pola notasi aritmatika. JST yang dipakai dengan metode perceptron. pola notasi aritmatika mulai dari notasi penjumlahan (+), pengur...