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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS) Tekno : Jurnal Teknologi Elektro dan Kejuruan Teknologi dan Kejuruan: Jurnal teknologi, Kejuruan dan Pengajarannya Transmisi: Jurnal Ilmiah Teknik Elektro ELKHA : Jurnal Teknik Elektro Mechatronics, Electrical Power, and Vehicular Technology Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Jurnal Informatika dan Teknik Elektro Terapan The Asian Journal of Technology Management (AJTM) ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika JURNAL NASIONAL TEKNIK ELEKTRO Jurnal ELTIKOM : Jurnal Teknik Elektro, Teknologi Informasi dan Komputer Jurnal Taman Vokasi INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi Knowledge Engineering and Data Science CIRCUIT: Jurnal Ilmiah Pendidikan Teknik Elektro Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control INOVTEK POLBENG RELE: Rekayasa Elektrikal dan Energi Jurnal Teknik Elektro JURNAL KAJIAN TEKNIK ELEKTRO Jurnal Media Elektro : Journal of Electrical Power, Informatics, Telecommunication, Electronics, Computer and Control System at-tamkin: Jurnal Pengabdian kepada Masyarakat CYCLOTRON MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Jurnal Inovasi Hasil Pengabdian Masyarakat (JIPEMAS) Journal of Education Technology PEDULI: Jurnal Imiah Pengabdian Pada Masyarakat Kumawula: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Kepada Masyarakat (Mediteg) Jurnal Karinov Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Journal of Robotics and Control (JRC) Jurnal Teknik Elektro dan Komputasi (ELKOM) Jurnal Teknik Elektro Uniba (JTE Uniba) Jurnal E-Komtek Indonesian Journal of Electrical Engineering and Computer Science Frontier Energy System and Power Engineering Community Development Journal: Jurnal Pengabdian Masyarakat Abdi Kami : Jurnal Pengabdian Kepada Masyarakat Jurnal Graha Pengabdian Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Abdimas Berdaya : Jurnal Pembelajaran, Pemberdayaan dan Pengabdian Masyarakat ABDIMASY: Jurnal Pengabdian dan Pemberdayaan Masyarakat JTEIN: Jurnal Teknik Elektro Indonesia Charity : Jurnal Pengabdian Masyarakat Jurnal Pengabdian kepada Masyarakat Abditeknika - Jurnal Pengabdian Kepada Masyarakat Jurnal Energi Baru dan Terbarukan AbdiTechno (Jurnal Pengabdian Masyarakat) International Journal of Research in Vocational Studies (IJRVOCAS) Fidelity : Jurnal Teknik Elektro SinarFe7 Abdimas Prosiding Seminar Nasional Pengabdian Kepada Masyarakat IJCOSIN : Indonesian Journal of Community Service and Innovation JURNAL PENGABDIAN PENDIDIKAN MASYARAKAT (JPPM) Jurnal Riset Rumpun Agama dan Filsafat Jurnal MIPA dan Pembelajarannya Khidmatuna: Journal of Research and Community Service Jurnal Inovasi Teknologi dan Edukasi Teknik Bulletin of Social Informatics Theory and Application Power Elektronik : Jurnal Orang Elektro Jurnal Ecotipe (Electronic, Control, Telecommunication, Information, and Power Engineering) Prosiding Seminar Nasional Pengabdian kepada Masyarakat (SINAPMAS) International Journal of Mechanical, Electrical and Civil Engineering Journal of Engineering and Technological Sciences Jurnal Teknik Elektro ABDI KAMI: Jurnal Pengabdian Kepada Masyarakat TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Aripriharta -
Universitas Negeri Malang
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Journal : frontier energy system and power engineering

 1 
Optimization of Double Exponential Smoothing Using Particle Swarm Optimization Algorithm in Electricity Load Vivi Aida Fitria; Arif Nur Afandi; Aripriharta Aripriharta; Danang Arbian Sulistyo
Frontier Energy System and Power Engineering Vol 5, No 2 (2023): July
Publisher : Universitas Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17977/um049v5i2p58-64

Abstract

Electricity load forecasting plays a critical role in ensuring the efficient allocation of resources, maintenance optimization, and uninterrupted power supply. The double exponential smoothing (DES) method is widely used in forecasting time series data due to its adaptability and robustness, particularly in handling linear trends without seasonal patterns. However, determining the optimal value of the alpha parameter in DES is crucial for accurate forecasting results. This study proposes the use of the Particle Swarm Optimization (PSO) algorithm to optimize the alpha parameter in DES for electricity load forecasting. PSO is a computational method that iteratively improves candidate solutions by moving particles in the search space based on simple mathematical formulas. By optimizing the alpha parameter using PSO, we aim to enhance the accuracy of short-term electricity load forecasts. Our results demonstrate that the PSO-optimized DES approach achieves a Mean Absolute Percentage Error (MAPE) of 2.89% and an accuracy of 97.11%, indicating significant improvements in forecasting performance. While the PSO algorithm provides promising results, future research may explore the application of other metaheuristic algorithms, such as the whale or orca algorithms, to further enhance the optimization of DES parameters for electricity load forecasting. This study contributes to the advancement of forecasting techniques in the power industry, facilitating more efficient power generation and distribution planning.
The Enhanced Self-Lift Luo Converter with Qhbm for Maximum Power Extraction on PV Charging Station Aripriharta Aripriharta; Fiqi Ardian Pratama Sudarto; Irham Fadlika; Sujito Sujito; Muhammad Cahyo Bagaskoro; Saodah Omar; Norsanah Binti Rosmin
Frontier Energy System and Power Engineering Vol 5, No 2 (2023): July
Publisher : Universitas Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17977/um049v5i2p65-80

Abstract

This journal presents the development of an innovative algorithm for Maximum Power Point Tracking (MPPT) utilizing the Enhanced Self Lift Luo Converter (ESLLC) developed through Queen Honey Bee Migration (QHBM). The QHBM used for MPPT employs a queen-based decision-making approach to determine the optimal point on solar panels. The queen continuously searches for the Maximum Power Point (MPP), and upon locating it, ceases tracking and starts building a nest. Once the nest is established, the queen resumes the search for MPP. The testing simulation evaluates computing speed, durability, and MPP's margin errors. MATLAB/Simulink is employed for verification. The simulation results demonstrate that the QHBM surpasses other algorithms like PSO, P&O, and FLC in terms of computing speed, durability, and MPP margin errors. The QHBM-based MPPT exhibits superior responsiveness to changes in irradiation and temperature compared to alternative algorithms. This proposed algorithm effectively adapts to varying environmental conditions that influence irradiation and temperature changes. Consequently, the suggested algorithm holds significant promise for practical implementation in dynamic environmental settings.
Implementation of Mamdani Fuzzy Logic on PLN Electricity Sales in East Java Muhammad Hafiizh; Muchamad Wahyu Prasetyo; Aripriharta Aripriharta; Anik Nur Handayani
Frontier Energy System and Power Engineering Vol 5, No 1 (2023): January
Publisher : Universitas Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17977/um049v5i1p32-40

Abstract

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 mamdani fuzzy logic on PLN electricity sales data in East Java. From the results of the application of mamdani fuzzy by comparing the prediction results with the original data, the Mean Absolute Error (MAE) result is 0.17% and the Root Mean Squared Error (RMSE) value is 0.21%. So it can be concluded that fuzzy logic mamdani method can be used in predicting electricity sold and provide valuable guidance for PLN in improving the efficiency and reliability of electricity sales in the East Java region in a sustainable manner.
Co-Authors A.N. Afandi Abdullah Iskandar Syah Ach. Syahrudin Fakhri Achmad Afif Irwansyah Achmad Hamdan Achmad Khofiyulloh Achmad Syahrudin Fakhri Achmad Taufiq Ade Siyanti Nurul Hidayah Adiguna, Satria Adim Firmansah Adim Firmansah Adim Firmansah Aditya Wahyu Setiawan Aede Hatib Mustaamal Afif Abdul Hadi Agung Witjoro Agusta Rakhmat Taufani Ahmad Dardiri Ahmad Dhaffa' Nibrosoma Ahmad Dhaffa’ Nibrosoma3 Ahmad Fuadi Ahmad Munjin Nasih Ahmad Taufiq Ahmad Taufiq Aji Prasetya Wibawa Aji Presetya Wibawa Akhmad Afrizal Rizqi Al Ihsan, Rifqi Al Rasyid, Mochammad Syarifudin Alfarid Hendro Yuwono Ali, Haidar Alma Nur Roisatul Masruhah Amin, Muhammad Adib Ananta, Sasmita Bagus Sang Kesuma Andoko Andoko, Andoko Andri Nugroho Andriansyah, Muhammad Rizal Anie Yulistyorini Anik Nur Handayani Annisa Avrilia Annisa Firly Aprilia Putri Annisa Firly Aprilia Putri Arafah Husna Arfienda Miawa Tyassilva Arga Tri Agung Hermawan Aria Wibawa Arie Muazib Arisma Nurul Fauziyah Aryansyah Pratama ASMARITA, YULMAISI Avrilia, Annisa Ayu Purwatiningsih Ayu Puwatiningsih Azizatus Zahro Bagaskoro, Muhammad Cahyo Che Ani, Adi Izhar Daniel Edo Dekki Widiatmoko Dekki Widiatmoko Devi Sara, Ira Didik Dwi Prasetya Diva Ayu Lestari Dodo Irmanto Dwi Mukti Asmoro Dwiwahyono, Irawan Dyah Lestari Dzul Fikri Muhammad Eka Mistakim Erfandy Erfandy Erfandy, Erfandy Erry Asnarindra Evie Dwi Jayanti Faidzin, Ilham Fakhri, Ach. Syahrudin Falah, Moh Zainul Farrel Candra Winata Afandi Fazi, Muhammad Yusril Felix Rafael Segundo Sevilla Fiqi Ardian Pratama Sudarto Fitri FX Yuswantoro Dwi Irawan Gabrielley Ferdhiansyah Riyadi Gunawan, M. Ricko Gwo-Jiun Horng Hadi, Afif Abdul Hadi, Sholihul Handayani , Anik Nur Hari Putranto Harits Ar Rosyid Hasan Firdiansyah, Muhammad Hendra Susanto Herlin Pujiarti Heru Wahyu Herwanto Hikmatul Amri Horng, Gwo Jiun Horng, Gwo-Jiun I Made Wirawan Ihsan Al-Fikri Ihsan, Rifqi Al Ilman Kamil Imam Alfianto Imam Saputra Irham Fadlika Jayanti, Evie Dwi Joko Utomo Joumil Aidil Saifuddin Kaki, Gregorius Paulus Mario Laka Kamil, Ilman Kasiyanto Kasiyanto Kasiyanto Kasiyanto Kasiyanto Kasiyanto Kasiyanto, Kasiyanto Khoiruddin Asfanie Kornelius Kamargo/Irawan Dwi Wahyono Kornelius Kamargo Kusubakti Andajani Kusumaningrum, Irma Kartika Kusumawardana, Arya Laili, Mery Nur Langlang Gumilar Larasati, Jade Rosida Lilis Widayanti M Ibrahim Ashari M Rafli Dwi Suryanto M Rifa’i M Rifa’i M Rodhi Faiz M Rodhi Faiz M. Alfian Mizar M. Cahyo Bagaskoro M. Rodhi Faiz M. Rodhi Faiz, M. Rodhi Markus Diantoro Maslamah, Siti Mazarina Devi Mistakim, Eka Moh Zainul Falah Moh. Zainul Falah Mohamad Rodhi Faiz Mohammad Musthofa Al Ansyorie Mohammad Rodhi Faiz Mokh Sholihul Hadi MOKH. SHLIHUL HADI Mokh. Solikhul Hadia Muchamad Wahyu Prasetyo Muchamad Wahyu Prasetyo Muchamad Wahyu Prasetyo Mudakir, Mudakir Muhammad Adib Amin Muhammad Afnan Habibi Muhammad Aris Ichwanto Muhammad Cahyo bagaskoro Muhammad Cahyo Bagaskoro Muhammad Cahyo Bagaskoro MUHAMMAD CAHYO BAGASKORO muhammad cahyo bagaskoro Muhammad Hafiizh Muhammad Jazuli Shubhi Muhammad Jazuli Shubhi Muhammad Raihan Fitriyandi Muhammad Rizal Andriansyah Muhammad Rodhi Faiz Muhammad Yazid Muharnis Muharnis, Muharnis Muhiban Syabani Muhiban Syabani Muladi Nadea Catur Nurmayanti Nadiya Miftachul Chusna Nafi Isbadrianingtyas Naizatul Zainul Rofiqi Najmi, M. Ikhwan Nandang Mufti Nathaniela Azaria Ashari Nibrosoma, Ahmad Dhaffa Nikmah, Revalina Nazilatun Nofa Mardianto Nor Julia Mohd Nordin Nor Shahida Hasan Norsanah Binti Rosmin Norzanah Rosmin Norzanah Rosmin Norzanah Rosmin Nugraha, Agil Zaidan Nur Shasmitta Zaen Nurul Putri Wulandari Omar, Saodah Patrya, Sukma Petr Korba Pramono Pramono Pratama, Aryansyah PRIA EKA RESWANA Puger Homggowiyono Purnomo, Purnomo Purwatiningsih, Ayu Quota Sias Raffi Taufik Gushardana Rafli Amirul Husain Rafli Amirul Husain Rahmadhani, Nur Aini Syafrina Ridho Riski Hadi Rifqi Al Ihsan Rini Nur Hasanah Riski, Akhmad Afrizal Riya Mustikasari Rodhi Faiz Ronny Ardiansah Roshifah Dinilqoyyimah Rosmin, Norzanah Rui Alfadel Saputra Salwa, Nur Fadhila Rasyida Sandriana Parantean Saodah Omar Saodah Omar Saodah Omar Saodah Omar Saparullah Saparullah SASMITA BAGUS SANG KESUMA ANANTA Satia Nur Maharani Satria Adiguna Satrio, Yogi Dwi Setiawan, Aditya Wahyu Setiawan, Toni Putra Agus Shamsul Aizam Zulkifli Sholihul Hadi Sias, Quota Alief Siti Aisyah Siti Maherah Husin Siti Sendari Siti Zubaidah Siti Zubaidah Siti Zumaroh Slamet Wibawanto Soenar Soekopitojo Soraya Norma Mustika Suhiro Wongso Susilo Suhiro Wongso Susilo Sujito - Sujito . Sujito Sujito Sujito Sujito Sukmawan, Bijak Akbar Sulistyo, Danang Arbian Sunaryono Sunaryono Sunaryono Sunaryono Sunaryono, Sunaryono Suprayitno Suprayitno Suryani, Ani Wilujeng Susilo, Suhiro Wongso Syaad Patmanthara Syabani, Muhiban Syamsul Arifin Tamara Fitri Andansari Titi Mutiara Kiranawati Tiwi Ananda Toni Putra Agus Setiawan Tri Kuncoro Triyanna Widiyaningtyas Viky Yosia Priambodo Viky Yosia Priambodo, Vivi Aida Fitria Wibowo, Kusmayanto Hadi Widiatmoko, Dekki Wisnu Wahyu Nugroho Yazid, Muhammad Yogi Sastra Surya Yuli Agustina, Yuli Yuni Rahmawati Yusril Al Fath Zaeni, Ilham Ari Elbaith Zaeni, lham Ari Elbaith Zory Satrio Nugroho