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Implementation of Fuzzy Logic to Automatic Flower Irrigation Device Using Matlab Raihan, Ismi; Daud, Muhammad; Hasibuan, Arnawan; Mardhiah, Ainal; Kerimzade, Gulschen
Andalasian International Journal of Applied Science, Engineering and Technology Vol. 4 No. 2 (2024): July, 2024
Publisher : LPPM Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/aijaset.v4i2.117

Abstract

Fuzzy logic is a logic that has values of fuzziness or ambiguity between true and false. Values in fuzzy logic typically range from 0 to 1. The theory of fuzzy logic is widely used for control systems in various fields. An automatic flower irrigation system is an automated watering device that can be operated with fuzzy logic. In this research, there are two main parameters: temperature and humidity. For the temperature parameter, five linguistic variables are used: cold, cool, normal, warm, and hot. Meanwhile, for soil moisture, three linguistic variables are used: dry, moist, and wet. The results of this research are the maximum setting points obtained according to the rules that have been defined. In this study, the maximum setting point is achieved with a high temperature and low humidity. The difference in output between the Mamdani and Sugeno methods is not very significant. The Mamdani method produces real number values, while the Sugeno method produces integer values. This difference is due to several factors, one of which is the difference in the use of formulas in the defuzzification process of each method.
ANALYSIS OF IMPROVING GOOD UNIVERSITY GOVERNANCE: A CASE STUDY OF THE IMPLEMENTATION OF INDEPENDENT LEARNING ON AN INDEPENDENT CAMPUS (MBKM) Hilmi; Dy Ilham; Arnawan Hasibuan; Widyana Verawaty Siregar
International Conference on Health Science, Green Economics, Educational Review and Technology Vol. 6 No. 2 (2024): 8th IHERT (2024): IHERT (2024) SECOND ISSUE: International Conference on Health
Publisher : Universitas Efarina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ihert.v6i2.459

Abstract

According to the Organization for Economic Co-operation and Development stated the challenges facing universities today were the creation of knowledge through research, transfer of knowledge through education, development of human resources and development of culture and society, including creating innovations according to developing conditions. As a country that has a low percentage of the population attending school at the higher education level, Indonesia was at the level of 31.5%, the remaining 68.5% of Indonesian children aged 19-23 years have not yet had the chance to go to college. The challenges faced by Indonesia was developing a 4.0 curriculum known as Merdeka belajar campus merdeka (Independent Learning Independent Campus (MBKM). This study used a quantitative type with a simple random sampling technique and then distributed questionnaires to respondents from the MBKM observation unit in all state campuses in Aceh. The results showed that the variables of leadership style and intellectual capital had a positive effect on good university governance, meaning that the more transformative a person's leadership style and the higher the quality of organizational resources at the university can improve good governance university. The purpose of this research was to make state universities more aware in improving good governance university.
Capacity building and disaster resilient village simulation (gamtana) in the environmental village of Universitas Malikussaleh [Peningkatan kapasitas dan simulasi gampong tangguh bencana (gamtana) di gampong lingkungan Universitas Malikussaleh] Sayuti, Muhammad; Daud, Muhammad; Hasibuan, Arnawan; Mariyudi, M; Verawaty Siregar, Widyana; Puspasari, Cindenia; Irfansyah, Dedi; Qurratu Aini, Nyak; Kurniawan, Dicky; Almunadiansyah, Rizky; Roid, Fahrian
Buletin Pengabdian Vol 5, No 1 (2025): Bull. Community. Serv.
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/bulpen.v5i1.44203

Abstract

This community engagement initiative focuses on improving disaster resilience in seven villages (gampong) around Universitas Malikussaleh through capacity building and simulated disaster response exercises, contributing to the establishment of Gampong Tangguh Bencana (GAMTANA), or Disaster Resilient Villages. This community empowerment program aims to foster self-reliance in disaster preparedness and response within the community, operating under a voluntary task force model. After initial coordination with village leaders (Keuchik), a training and simulation program was implemented, in accordance with roles and responsibilities that have been defined in GAMTANA's organizational structure. The results demonstrated the effectiveness of this program as demonstrated by the active participation and successful execution of assigned tasks by all participants, reflecting their understanding of their respective functions within the disaster response framework. In conclusion, this initiative successfully equipped community members with the necessary skills and knowledge to carry out their roles within the GAMTANA task force, thereby strengthening local disaster resilience and promoting community-based disaster management.
Comparison of the Performance of Fuzzy Tsukamoto and Fuzzy Mamdani in an Internet of Things Based Grape Greenhouse Control System Rusadi, Athirah; Ula, Munirul; Daud, Muhammad; Nurdin, Nurdin; Hasibuan, Arnawan
Journal of Artificial Intelligence and Software Engineering Vol 5, No 2 (2025): Juni On-Progress
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v5i2.6936

Abstract

The application of Internet of Things in agriculture, particularly in grape greenhouses, enables automated environmental control to enhance efficiency and crop yield. This study compares the performance of two fuzzy logic methods, Fuzzy Mamdani and Fuzzy Tsukamoto, in a temperature and humidity control system based on IoT using the DHT22 sensor. The system is designed to automate irrigation via actuators based on sensor data. Performance evaluation was conducted using RMSE, MAE, and standard deviation metrics. The results show that the Tsukamoto method achieved lower RMSE 2.6928, MAE 2.2625, and standard deviation 1.1080 compared to the Mamdani method, which recorded RMSE of 2.9039, MAE of 2.3947, and standard deviation of 1.9268. However, a paired t-test yielded a p-value of 0.0690 0.05, indicating no statistically significant performance difference. Thus, while Fuzzy Tsukamoto appears superior in metrics, both methods are considered equally effective for controlling environmental conditions in grape greenhouses.The application of Internet of Things in agriculture, particularly in grape greenhouses, enables automated environmental control to enhance efficiency and crop yield. This study compares the performance of two fuzzy logic methods, Fuzzy Mamdani and Fuzzy Tsukamoto, in a temperature and humidity control system based on IoT using the DHT22 sensor. The system is designed to automate irrigation via actuators based on sensor data. Performance evaluation was conducted using RMSE, MAE, and standard deviation metrics. The results show that the Tsukamoto method achieved lower RMSE 2.6928, MAE 2.2625, and standard deviation 1.1080 compared to the Mamdani method, which recorded RMSE of 2.9039, MAE of 2.3947, and standard deviation of 1.9268. However, a paired t-test yielded a p-value of 0.0690 0.05, indicating no statistically significant performance difference. Thus, while Fuzzy Tsukamoto appears superior in metrics, both methods are considered equally effective for controlling environmental conditions in grape greenhouses.
Sosialisasi Pengolahan Sampah Rumah Tangga Sebagai Upaya Membangun Kesadaran Kebersihan di Pantai Wisata Bantayan, Kecamatan Seunuddon, Kabupaten Aceh Utara Hasibuan, Arnawan; Ardan, M. Ardy; Rosyada, Amrina; Hamida Azzahro, Hasna; Amalia, Syifa; Meidina Putri, Mifta; Tangke nate, Tajuk; M. Sayuti; Verawaty Siregar, Widyana
Mejuajua: Jurnal Pengabdian pada Masyarakat Vol. 2 No. 3 (2023): April 2023
Publisher : Yayasan Penelitian dan Inovasi Sumatera (YPIS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52622/mejuajuajabdimas.v2i3.72

Abstract

Pantai Bantayan merupakan salah satu pantai di kawasan Aceh Utara tepatnya di Kecamatan Seunuddon yang memiliki banyak potensi wisata. Kebersihan merupakan salah satu faktor yang menentukan kualitas suatu kawasan wisata. Kesadaran masyarakat sekitar akan kebersihan akan menentukan keberlanjutan wisata dan kelestarian alam di pantai Bantayan, hal tersebut dapat dimulai dari skala kecil, rumah merupakan tempat yang tepat untuk memulainya. Tim Modul Nusantara Universitas Malikussaleh melaksanakan kegiatan sosialisasi pengolahan sampah rumah tangga dengan bimbingan dosen Modul Nusantara. Sasaran utama yang peneliti pilih adalah kaum perempuan yang terdiri dari ibu-ibu, sebab akan berdampak langsung pada aktivitas rumah tangga. Peneliti memberikan sosialisasi tentang cara sederhana yang dapat dilaksanakan untuk mengolah sampah rumah tangga. Selama sosialisasi, peserta sangat antusias terhadap pemaparan peneliti tentang pengolahan sampah. Peserta dapat memberikan timbal balik berupa langkah penangan sampah yang selama ini dilakukan.
Solar Panel Colling System Design Using Solid Hydrate Salt Dwiputra, Muhammad Farhan; Asri, Asri; Hasibuan, Arnawan; Jannah, Misbahul; Ezwarsyah, Ezwarsyah; Asran, Asran
Jurnal Janitra Informatika dan Sistem Informasi Vol. 4 No. 2 (2024): Oktober - Jurnal Janitra Informatika dan Sistem Informasi
Publisher : Indonesian Scientific Journal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59395/rjgkj923

Abstract

Solar energy is an alternative energy that is abundant, renewable, and does not produce greenhouse gas emissions, so it has the potential to be developed into energy to replace fossil energy as a source of electricity generation. The main technology in the utilization of solar energy is solar panels, solar panels consist of solar cells made of semiconductor materials, such as silicon. These solar cells convert photon energy from sunlight into electrical energy through the photovoltaic effect. Changes in the temperature of solar cells are affected by the ambient temperature, clouds, and wind speed where the solar panel is placed. Very high air temperatures can affect the performance of solar panels where the optimal temperature of solar panels is 25°C, any increase in ambient temperature can reduce the output power and also the output voltage on solar panels. This research focuses on analyzing a solar panel cooling system that combines the use of solid salt hydrate and heatsinks. Solid salt hydrate has the ability to absorb heat as it melts, making it an effective cooling material. Meanwhile, the heatsink plays a role in enhancing heat transfer from the solar panel to the surrounding environment. The combination of solid salt hydrate and heatsink is expected to provide a solar panel cooling solution that is not only effective and efficient, but also environmentally friendly. By using these two components, this research is expected to contribute to the development of more efficient and sustainable solar panel technology. In addition, the results of this research also aim to provide optimal solar panel cooling system design recommendations for various environmental conditions, so as to improve the performance and longevity of solar panels002E
Strategi Perlindungan Tenaga Kerja di Era Kecerdasan Artifisial: Studi Kasus pada Sektor Industri Manufaktur Kuswoyo, Muhammad Riko; Purwasih, Ratih; Sendi Pria Ardana; Rizky Putra Fhonna; Hasibuan, Arnawan
Multiverse: Open Multidisciplinary Journal Vol. 4 No. 1 (2025)
Publisher : Medan Resource Center

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57251/multiverse.v4i1.1760

Abstract

The rapid development of Artificial Intelligence (AI) has profoundly reshaped the manufacturing sector, boosting productivity while intensifying concerns over job displacement. This study investigates strategic measures to safeguard the workforce amidst increasing AI integration, using Indonesia’s manufacturing industry as a case study. Employing a qualitative research design, the study adopts a case study approach supported by in-depth interviews with key stakeholders and comprehensive policy analysis. The results indicate that effective workforce protection demands a multifaceted strategy encompassing reskilling initiatives, regulatory frameworks specific to AI, and cross-sector collaboration among government, industry, and academia. The study recommends enhancing digital skills training, offering incentives for industries that implement inclusive labor transitions, and establishing equitable AI governance. In conclusion, the research highlights critical pathways for fostering a balanced coexistence between technological innovation and labor security in the era of automation.
Audits for the Use and Strategic Of Energy Efficiency on the Campus Bukit Indah of Malikussaleh University Hasibuan, Arnawan; Siregar, Widyana Verawaty; Ezwarsyah, Ezwarsyah; Kurniawan, Robi
Andalasian International Journal of Applied Science, Engineering and Technology Vol. 1 No. 2 (2021): November 2021
Publisher : LPPM Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/aijaset.v1i02.16

Abstract

This study aims to determine the right strategy for energy efficiency that can be applied in the campus area. This study uses quantitative methods in a dominant position, while qualitative methods are less dominant. The method of analysis for this study uses Contextual Interaction Theory (CIT) with the characteristics of the implementer and the target group consisting of motives, cognition, and strengths. These variables will be the main points for formulating a basic strategy on energy use at the Faculty of Engineering, Bukit Indah campus, Malikussaleh University. Contextual issues are also external factors that influence and become a consideration in determining the level of energy efficiency efforts on campus. Regarding to CIT measurements which have been analyzed, the score of motives from implementer is -0.33, cognitions +0.50, and power +62. Then, overall for target group get positive score which consist of motives +0.75, cognitions +0.54, and power +0.44. The result of type interaction between two actors point out number 10 which is about obstructive. Apart from that, three contextual issues will also be analyzed that affect the characteristics of actors, namely the specific context, the structural context and the broader context. Strategic planning to pursue energy efficiency at the Faculty of Engineering, Bukit Indah Campus, Malikussaleh University consists of increasing motivation with energy-saving campaigns and awarding prizes. Then, improve cognition with energy audits and socialization of energy efficiency. Finally, increasing strength through the implementation of sustainable policies and programs.
Research Article Prediksi Harga Daging Sapi Menggunakan Regresi Linear Berganda Setiawan, Rio; Ajuirai, Ajuirai; Azka R, Rifqy; Hasibuan, Arnawan; Fhonna, Rizky Putra
Jurnal Ilmu Komputer dan Sistem Informasi Vol. 4 No. 3 (2025): September 2025
Publisher : LKP Unity Academy

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70340/jirsi.v4i3.223

Abstract

Beef prices in the market tend to experience unpredictable changes influenced by various factors, such as consumer demand and feed costs. This instability can make it difficult for business actors and farmers to determine the right pricing strategy. This study aims to build a beef price prediction system using the multiple linear regression method with input variables in the form of the amount of demand and feed costs. Data were obtained from the National Food Price Panel and processed using a statistical approach to form a predictive model. The Root Mean Square Error (RMSE) value is used as an indicator of model accuracy. The model results are then implemented into a website-based application using the PHP programming language and MySQL database. This application allows users to enter input data and get real-time price prediction results. With this system, it is expected to help farmers, traders, and policy makers in making more accurate and efficient decisions based on historical data. This system can also be further developed by adding other related variables to increase the level of accuracy of beef price predictions.
Studi Perencanaan Nilai Tahanan Isolasi Lightning Arrester 150 kV di Gardu Induk Lhokseumawe Novianty, Vivi; Daud, Muhammad; Fariadi, Dedi; Hasibuan, Arnawan; Badriana, Badriana
Jurnal Litek : Jurnal Listrik Telekomunikasi Elektronika Vol. 22 No. 2 (2025): Jurnal Litek, September 2025
Publisher : Jurusan Teknik Elektro Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/litek.v22i2.81

Abstract

Penelitian ini bertujuan untuk mengevaluasi nilai tahanan isolasi Lightning Arrester (LA) 150 kV di Gardu Induk Lhokseumawe guna memastikan keamanan peralatan utama terhadap tegangan lebih akibat surja petir. Pengukuran dilakukan menggunakan alat megger dengan tegangan uji 5000 V, dan hasilnya dibandingkan dengan data pengukuran dua tahun sebelumnya. Hasil penelitian menunjukkan bahwa nilai tahanan isolasi LA pada semua fasa (R, S, T) di empat penghantar (Langsa, Panton Labu, Arun 1, dan Arun 2) masih memenuhi standar minimum (≥1 MΩ). Nilai tertinggi diperoleh pada fasa R GI Langsa sebesar 827 MΩ, sedangkan terendah pada fasa T GI Arun 2 sebesar 184 MΩ. Secara keseluruhan, kondisi isolasi LA masih sangat baik dan efektif dalam mencegah arus bocor. Penelitian ini juga memberikan rekomendasi pemeliharaan preventif untuk menjaga kinerja LA.
Co-Authors . Syafrudin Abdul Rahim, Siti Rafidah Abdul Rozak Abta, Armen Adi Setiawan Adriansyah, Fery Afrizal, Ari Agung Budi Muljono Ahmad Maulana Kamal Ahmada Qodri Ahmed Al-Ani, Waleed Khalid Ainal Mardhiah Aini, Nyak Qurratu Ajuirai, Ajuirai Akbar, Farhan Al Farizi, Reza Al-Ani, Waleed Khalid Ahmed Aldio Reza, Rahmanda Amalia, Syifa Amrina Rosyada Andian, Andian Andik Bintoro Andiko, Benny Anggi Chairani Apriansyah, Rian Ardan, M. Ardy Ardian Ardian Ari Afrizal Ari Nrartha Arianto, Sofyan AS, Nasruddin Ashari Zaini Hasibuan Asran Asran Asran Asran, Asran Asri Asri Azka R, Rifqy Azman, Azman AZMI, AZMI Azzanna, Maghriza Badriana, Badriana Baidhawi Baidhawi Baidhawi, B Bhunte, Shrikant Vasantrao Catra Indra Cahyadi Cindenia Puspasari Dedi Fariadi Desky, Muhammad Aulia Desti Sucipto, Fentisari Dewi Maya Sari Dewi Sartika Tambunan Dheo Pratama Dupli, Dupli Dwiputra, Muhammad Farhan Dy Ilham Elvy Sahnur Nasution Erwin Syahputra, Erwin Ezwarsyah Ezwarsyah Fachroji, Rizqan Fadhilati, Nyak Intan Fahmi, Bunga Luthfia Fahrian Roid Faisal Faisal Faizar Abdurrahman Fajar Syahbakti Lukman Fajar Syahbakti Lukman Fajar Syahbakti Lukman Farizi, Reza Al Ferona, Naiza Fidyatun Nisa Firwan Dani Fitra, M Gard, Muskan Gulschen Kerimzade Habib Muharry Yusdartono Hafidzuddin, Muhammad Hamdani Hamida Azzahro, Hasna Hasibuan, Ashari Zaini Hasibuan, Fairuz Raihanah Hasibuan, Muhammad Rafif Fadhlurrahman Hasibuan, Muhammad Rafif Fadlurrahman Hendri Cahyadi Hendrival, H Herman Fithra Hidayatullah, Ferdy Hilmi Hilmi Hilmi Husni Mubarak Hutagalung, Rizki Shobirin I Made Ari Nrartha I Made Ginarsa Ichsan Ichsan Idaryani Idaryani Ikhsan Fahri Ilham Kurnia Nasution Indra Nisja Indra Praditya Ira Devi Sara Irfansyah, Dedi Isa, Muzamir Ismail, Baharuddin Ismi Raihan Jintaka, Dhandis Rito Kamal, Ahmad Maulana Kartika Kartika Kartika Kartika Kartika Kerimzade G.S Kerimzade, Gulschen Khaidar, Al Kurniawan, Dicky Kuswoyo, Muhammad Riko Lapara, Muhammad Ilham Lukman, Fajar Syahbakti M Mursalin M Sayuti M. Rifai M. Sayuti Maghfirah, Riezka Maharani, Citra Putri Mahendra, Aldi Aryanugraha Maizuar, M Mariyudi Mariyudi Mariyudi, M Marzuki Maulana, Mirza Meidina Putri, Mifta Meutia, Rizka Dwi Misbahul Jannah Misbahul Jannah Misriana Misriana Misriana, Misriana Mohd Irwan Yusoff Mohd Irwan Yusoff Muchlis Abdul Muthalib Muhammad Daud Muhammad Fitra Zambak muhammad ilham manishe Muhammad Syakirman Muhammad Yusril Zulfikar Muhammad, M Muhammad, Muhammad MULYADI Munawaroh, Nur Laela Munirul Ula Mursalin . Mursalin, M Mutammimul Ula Muthmainnah Muthmainnah Muzair Isa Muzamir Isa Muzamir Isa Muzamir Isa Muzamir Isa Nababan, Sabar Nanda Sitti Nurfebruary Naqi, M. Fathan Nasruddin AS Nasution, Ardiansyah Nasution, Elvy Sahnur Nasution, Ilham Kurnia Nate, Tajuk Tangke nisa nurkhaira Novianty, Vivi Nratha, I Made Ari Nugroho, Septian Ilham Nura Usrina Nurdin Nurdin Nurfadila, Nadia Nursan Junita, Nursan Nurul Islami, Nurul Nuryawan, Nuryawan Panji Aji Riha Wijayanto Pelawi, Zulfadli Prastia, Ramadhan Priagusno, Heri Puspasari, Cindeni Qausar, Muhammad Qurratu Aini, Nyak Rafif, Muhammad Rahmad Rahmad Rahmat Andria Raihan Putri Raihan, Ismi Ratri Candrasari, Ratri Razif, Razif Renno Kamal Putra Rizky Almunadiansyah Rizky Putra Fhonna Rizqan Fachroji Robi Kurniawan Robi Kurniawan Rofandy, Muhammad Yudha Rohana Ismail ROHANA ROHANA Roid, Fahrian Rony, Zahara Tussoleha Rosdiana Rosdiana Rosdiana Rosdiana rozakira zulfa Rusadi, Athirah Safina, Putri Anjali Sahal Mahfudz Saifannur Saifannur Salahuddin Salahuddin Sanatra, Dedi sanjani, lihan Sapto Nisworo Sapto Nisworo Saputra, Ahmad Sandi Yayan Sartika Yanti Sastra Wijaya, Reza Satriawan, Ivan Sayuti, M Sayuti, Muhammad Selamat Meliala Sembiring, Rizky Ramadhana Sendi Pria Ardana Setiawan, Rio Shobirin H, Rizki Silvia Silvia Siregar, Aria Maigawa Siregar, Widyana Verawaty Siregar, Wiedyana Verawaty Siti Rafidah Abdul Rahim Suhendra Suhendra Suhendra Suhendra Sukarwoto, Sukarwoto Sultan Sultan Supriono Supriono Surya Hardi, Surya Suryati Suryati Syafii . Syarifah Muthia Putri Syatriawan, Alfin Taneza, Erlan Tangke nate, Tajuk Taufiq Teuku Multazam Verawaty Siregar, Widyana Waldi, M. Fitra Waldi, Muhammad Fitra Widyana Verawaty Siregar Widyana Verawaty Siregar Yoga Tri Nugraha Yundari, Yundari Zahiri, Muhtadi Zainuddin Ginting Zainuddin, Abdullah Zara Yunizar Zulnazri, Z