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Penerapan Machine Vision untuk Sistem Panen Otomatis di Robot Agrikultur Reza Rahmadian; Mahendra Widyartono
JIEET (Journal of Information Engineering and Educational Technology) Vol. 4 No. 1 (2020)
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/jieet.v4n1.p47-52

Abstract

Peningkatan hasil dari sector agrikultur adalah salah satu hasil keuntungan dari berkembangnya penelitian tentang sistem robot di agrikultur. Penelitian-penelitian tersebut berguna untuk meningkatkan kapabilitas robot tersebut untuk semakin efektif dalam membantu di sektor agrikulutur, yang salah satu kapabilitasnya adalah otomatisasi. Dengan adanya otomasi dalam robot agrikultur maka kefektifitasan dalam membantu sektor ini juga bertambah, juga mengurangi kurangnya akurasi atau kesalahan yang di hasilkan jika menggunakan pekerja manual. Salah satu komponen penting dalam perkembangan robot agrikultur adalah sistem panen otomatis yang menerapkan teknologi Machine Vision sebagai inti dari sistem tersebut.
Harvesting System for Autonomous Robotic in Agriculture: A Review. Reza Rahmadian; Mahendra Widyartono
INAJEEE (Indonesian Journal of Electrical and Electronics Engineering) Vol. 2 No. 1 (2019)
Publisher : Department of Electrical Engineering, Faculty of Engineering, Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/inajeee.v2n1.p1-6

Abstract

Technology in the modern day has led to the development of agricultural robots that helps to increase the agriculture productivity. Numerous research has been conducted to help increasing the capability of the robot in assisting agricultural operation, which leads to development of autonomous robot. The development aim is to help reducing agricultures dependency on operators, workers, also reducing the inaccuracy caused by human errors. There are two important development components for autonomous harvesting. The first component is Machine vision for detecting the crops and guiding the robot through the field and the second component actuator to grab or picking the crops or fruits.
Potensi OTEC di Provinsi Papua Indonesia Mahendra Widyartono; Reza Rahmadian
INAJEEE (Indonesian Journal of Electrical and Electronics Engineering) Vol. 2 No. 1 (2019)
Publisher : Department of Electrical Engineering, Faculty of Engineering, Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/inajeee.v2n1.p17-21

Abstract

Abstrak Provinsi Papua merupakan salah satu provinsi terkaya di Indonesia dengan luas wilayahnya tiga kali lebih luas wilayah Pulau Jawa, namun kekayaan alam yang begitu besar belum dapat diolah karena belum adanya jaringan jalan yang memadai untuk menghubungkan wilayah-wilayah sentra produksi sehingga masih banyak wilayah-wilayah di Papua yang masi terisolasi dan kurang berkembang. Sama halnya dengan kondisi kelistrikan di Provinsi Papua, berdasarkan Statistik Ketenagalistrikan Tahun 2018 diketahui bahwa rasio elektrifikasi di Provinsi Papua sebesar 61,42 % yang merupakan terendah kedua dari rasio elektrifikasi seluruh Indonesia. Permasalahan di atas hanya mungkin dapat diatasi dengan melakukan diversifikasi sumber energi baik menyangkut jenis maupun jumlahnya melalui pemanfaatan berbagai sumber energi alternative khususnya sumber energi terbarukan (renewable energy). Karena sistem OTEC dipasang di daerah pantai atau lepas pantai maka potensi OTEC di Provinsi Papua terdapat di daerah-daerah di sepanjang perairan Provinsi Papua yang memiliki kedalaman laut ± 1000 m. Efisiensi maksimum sistem OTEC di perairan Nabire sebesar 0,76 sedangkan di perairan Biak, Bonggo, dan Jayapura mempunyai efisiensi maksimum yang hampir sama yaitu 0,84.Kata Kunci: OTEC, konversi energi.                            
Monitoring, Bendungan, ESP8266, RANCANG BANGUN PROTOTYPE MONITORING KETINGGIAN AIR PADA BENDUNGAN BERBASIS INTERNET OF THINGS Farid . Baskoro; A. Samrul Ilmun Nafik; Farid . Baskoro; Arif . Widodo; Reza . Rahmadian
JURNAL TEKNIK ELEKTRO Vol 10 No 1 (2021): JANUARI 2021
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/jte.v10n1.p29-35

Abstract

Abstrak Bendungan merupakan salah satu sarana mutifungsi yang memiliki peran penting bagi kehidupan manusia. Bendungan banyak memiliki manfaat penting salah satunya sebagai irigasi dan penggendali banjir. Namun jika terjadi kelalaian dalam pengawasan bendungan tersebut akibatnya sangat merugikan karena menyangkut keselamatan warga disekitarnya jika terjadi meluapnya air. Oleh karena itu, peneliti membuat sistem monitoring ketinggian air bendungan berbasis IoT dengan mengembangkan alat yang dapat memonitoring 3 titik lokasi bendungan dalam 1 server menggunakan website thingspeak secara Real-Time dan dapat diakses melalui apikasi dari smartphone android dengan tampilan data berupa grafik. Sensor ultrasonik yang akan mendeteksi ketinggian air dan buzzer sebagai peringatan bahaya ketika debit air naik tinggi. Berdasarkan hasil penelitian ketinggian berhasil dapat monitoring 3 lokasi dalam satu server, tidak hanya itu website Thingspeak menyediakan fitur untuk monitoring sampai 8 lokasi sekaligus dalam satu server. Data yang ditampilkan di Thingspeak juga secara Real-Time dalam bentuk grafik dengan upload data ketinggian minimal setiap 15 detik, dan data yang sudah terkirim di Thingspeak juga bisa di unduh melalui fitur yang ada di website Thingspeak. Tidak hanya dapat dipantau oleh server melalui PC atau laptop, tetapi dapat juga di pantau melalui smartphone android dengan aplikasi ThingView yang sangat bermanfaat untuk masyarakat, aplikasi ini menampilkan grafik ketinggian air seperti yang ada di website. Kata Kunci: Monitoring, Bendungan, ESP8266, Thingspeak, Internet of Things. Abstract Dams are one of the mutifunctional facilities that have an important role in human life. Dams have many important benefits, one of which is as irrigation and flood control. However, if there is negligence in monitoring the dam, the result is very detrimental because it involves the safety of the surrounding residents in the event of an overflow of water. Therefore, researchers created an IoT-based dam water level monitoring system by developing a tool that can monitor 3 points of dam locations on 1 server using the Thingspeak website in Real-Time and can be accessed via an application from an Android smartphone with graphical data display. Ultrasonic sensor that will detect water level and buzzer as a danger warning when the water flow rises high. Based on the results of the altitude research, you can successfully monitor 3 locations on one server, not only that the Thingspeak website provides features for monitoring up to 8 locations at once on one server. Data displayed on Thingspeak is also real-time in graphical form with upload height data at least every 15 seconds, and data that has been sent on Thingspeak can also be downloaded via the features on the Thingspeak website. Not only can it be monitored by the server via a PC or laptop, but can also be monitored via an android smartphone with the ThingView application which is very useful for the community, this application displays a water level graphic like the one on the website. Keywords: Monitoring, Dam, ESP8266, Thingspeak, Internet of Things
Optimal tuning fractional order PID based on marine predator algorithm for DC motor Widi Aribowo; Bambang Suprianto; Reza Rahmadian; Mahendra Widyartono; Ayusta Lukita Wardani; Aditya Prapanca
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 14, No 2: June 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijpeds.v14.i2.pp762-770

Abstract

DC motors are a popular topic because they are widely applied in various electronic equipment. So, this requires a control that is fast and reliable. The development of optimized control methods is growing rapidly with the discovery of several new methods. Marine predator algorithm (MPA) is an optimization method based on marine life between living things. This article discusses the application of the MPA method for optimizing fractional order PID (FOPID) control on DC motors. The implementation of the FOPID controller is also difficult because the fractional calculus operators of the FOPID controller cannot be directly implemented in numerical calculations. The method proposed in this article is the FOPID-MPA method. To get a performance test of the proposed method, this study uses several comparison methods, namely the seagull optimization algorithm (ASO), chimp optimization algorithm (ChOA), and sine tree seed algorithm (STSA). This study also uses a variation of the reference speed to get the performance of the proposed method. From the experiment it is known that the FOPID-MPA method gives the best performance. The FOPID-MPA method has an overshoot value of 4.34% compared to the PID-MPA method in case study 1 and has an integrated of time-weighted-squared-error (ITSE) value of 7.44% better than the PID-MPA method in case study 2.
Adaptive tuning of PID using chef‑based optimization algorithm for improving automatic voltage regulator Widi Aribowo; Reza Rahmadian; Mahendra Widyartono
Indonesian Journal of Electrical Engineering and Computer Science Vol 32, No 3: December 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v32.i3.pp1215-1223

Abstract

This  article  presents  the  proportional-integral-derivative  (PID)  parameter tuning  on  the  automatic  voltage  regulator  (AVR)  using  the chef-based optimization   algorithm   (CBOA).   CBOA   is   modeling   cooking   training activities consisting of students and young chefs in an effort to mature cooking skills.  This  article  uses  other  methods  as  a  comparison  in  measuring  the performance  of  the  proposed  method.  The  methods  used  are grasshopper optimization algorithm (GOA) and cooperation search algorithm (CSA). The simulation results show that the proposed method, namely CBOA, has a better ability in the peak value of overshoot, which is 0.232% compared to the CSA method and 12.99% compared to the GOA method.
Monitoring DC Motor Based On LoRa and IOT Suhermanto, Dimas Ahmad Nur Kholis; Aribowo, Widi; Shehadeh, Hisham A.; Rahmadian, Reza; Widyartono, Mahendra; Wardani, Ayusta Lukita; Hermawan, Aditya Chandra
Journal of Robotics and Control (JRC) Vol 5, No 1 (2024)
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/jrc.v5i1.19642

Abstract

Electrical energy efficiency is a dynamic in itself that continues to be driven by electrical energy providers. In this work, long-range (LoRa) technology is used to monitor DC motors. In the modern world, IoT is becoming increasingly prevalent. Embedded systems are now widely used in daily life. More can be done remotely in terms of control and monitoring. LoRa is a new technology discovered and developing rapidly. LoRa technology addresses the need for battery-operated embedded devices. LoRa technology is a long-range, low-power technology. In this investigation, a LoRa transmitter and a LoRa receiver were employed. This study employed a range of cases to test the LoRa device. In the first instance, there are no barriers, whereas there are in the second instance. The results of the two trials showed that the LoRa transmitter and receiver had successful communication. In this study, the room temperature is used to control DC motors. So that the DC motor's speed adjusts to fluctuations in the room's temperature. Additionally, measuring tools and the sensors utilised in this investigation were contrasted. The encoder sensor and the INA 219 sensor were the two measured sensors employed in this study. According to the findings of the experiment, the tool was functioning properly.
Controlling parameters proportional integral derivative of DC motor using a gradient-based optimizer Aribowo, Widi; Rahmadian, Reza; Widyartono, Mahendra; Wardani, Ayusta Lukita; Prapanca, Aditya; Abualigah, Laith
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 15, No 2: June 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijpeds.v15.i2.pp696-703

Abstract

In this paper, a gradient-based optimizer (GBO) algorithm is presented to optimize the parameters of a proportional integral derivative (PID) controller in DC motor control. The GBO algorithm which mathematically models and mimics is inspired by the gradient-based Newton method. It was developed to address various optimization issues. To determine the performance of the proposed method, a comparison method with the ant colony optimization (ACO) method. It was compared using the integral of time multiplied absolute error (ITAE). They are most popularly used in the literature. From the test results, the proposed method is promising and has better effectiveness. The proposed method, namely GBO-PID, shows the best performance.
Pelatihan Perangkat Lunak Matlab Pada Sistem Tenaga Listrik Bagi Mahasiswa Institut Teknologi Adhi Tama Surabaya Wardani, Ayusta Lukita; Widyartono, Mahendra; Aribowo, Widi; Rahmadian, Reza; Hermawan, Aditya Chandra; Laksmi, Nur Vidia
JPP IPTEK (Jurnal Pengabdian dan Penerapan IPTEK) Vol 8, No 1 (2024): Mei
Publisher : Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.jpp-iptek.2024.v8i1.5312

Abstract

The use of software developed by The MathWorks is increasingly massive due to its ease of operation. Matlab software can make it easier to optimize and also model a system design so that engineering students, especially Electrical Engineering, need to be equipped with the knowledge and skills to solve Electrical Power System problems. So in this activity, training was carried out in using the software, starting from running Matlab Online, creating code such as basic calculation operations, forming matrices, plotting data and using Simulink which contains a collection of block diagrams. The level of success of this training is measured through two indicators. And it can be concluded that there is an increase in knowledge and skills through comparing the Pre-Test and Post-Test Scores as well as analysis of the Paired Sample T Test using Ms. Excell 
Rancang Bangun Pembangkit Listrik Piko Hidro (PLTPH) Menggunakan Turbin Archimedes Screw Sebagai Penerangan Tenda Darurat Bintang Fellix Romansyach Nindjau; Reza Rahmadian; Mahendra Widyartono; Ayusta Lukita Wardani
Venus: Jurnal Publikasi Rumpun Ilmu Teknik  Vol. 2 No. 1 (2024): Februari : Venus: Jurnal Publikasi Rumpun Ilmu Teknik
Publisher : Asosiasi Riset Ilmu Teknik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/venus.v2i1.178

Abstract

The need for electrical energy in modern life is crucial; however, conventional energy sources such as coal, gas, oil, and nuclear have limitations in their availability. Therefore, people are searching for renewable alternatives for electrical energy. This study aims to evaluate the voltage, current, and revolutions per minute generated by a DC generator, as well as the efficiency of a turbine intended for emergency lighting in a tent. The research involves testing the turbine at seven different head heights, ranging from 20cm to 80cm. In this experiment, a water pump with a flow rate of 5 liters per second is used to supply power to three 8-watt DC lamps. The research results indicate that the maximum power that can be generated for tent lighting is approximately 20.83 watts, with an efficiency of 61.09%, achieved at a head turbine height of 50cm.