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Journal : justise journal data science technology informatics and security

Smart HVAC: Monitoring dan Kontrol Berbasis IoT dengan Fuzzy Logic Mamdani Esa Aprillah; Yasri; Subhanjaya Angga Atmaja
Journal Data Science, Technology, Informatics and Security Vol 2 No 2 (2024): Journal Data Science, Technology, Informatics and Security (Desember 2024)
Publisher : Universitas Kebangsaan Republik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31848/justise.v2i2.4309

Abstract

The development of the Internet of Things (IoT) has driven the implementation of more efficient automation systems, including HVAC (Heating, Ventilation, and Air Conditioning) control. This study designs and implements an IoT-based HVAC monitoring and control system using a NodeMCU ESP8266, DHT11 sensors, relays, webcams, and the Mamdani Fuzzy Logic algorithm integrated with the Blynk application. The case study was conducted in the CV. Sukses Berkarya office, which requires stable temperature and humidity. The system is able to read temperature-humidity data, process it using fuzzy logic, and automatically control the air conditioning. Furthermore, YOLOv8 integration with the webcam is used to detect the number of people in the room as an additional parameter. Test results show that the system can maintain the room temperature within the ideal range of 18–30°C, reduce energy waste, and facilitate remote monitoring and control. This study demonstrates that the combination of IoT, fuzzy logic, and visual detection can produce an adaptive, efficient, and user-friendly HVAC system.
Prototipe Sistem Penampungan Air Otomatis Berbasis IoT dengan Logika Fuzzy untuk Pertanian Cerdas Adhin Luthfi Indrawan; Oscar Hadikaryana; Subhanjaya Angga Atmaja
Journal Data Science, Technology, Informatics and Security Vol 3 No 1 (2025): Journal Data Science, Technology, Informatics and Security (Juni 2025)
Publisher : Universitas Kebangsaan Republik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31848/justise.v3i1.4310

Abstract

The development of Internet of Things (IoT) technology has brought significant changes to modern agricultural systems, particularly in terms of water efficiency. This research developed a prototype of an IoT-based automatic water storage system capable of adjusting water distribution according to environmental conditions in real time. The system was built using a NodeMCU ESP8266 as a control center and several sensors, including a soil moisture sensor, a rain sensor, an ultrasonic sensor, a temperature and humidity sensor, and a water flow sensor. The integration of these various sensors allows the system to detect land conditions comprehensively. Mamdani fuzzy logic is used as a decision-making method by considering variables such as soil moisture, weather conditions, and temperature. A rule-based system approach is added to provide more flexible decision rules. The sensor readings are processed by a microcontroller and then sent to the Blynk application so farmers can monitor and control the system via smartphone. Test results show that the system can adapt to various conditions. In dry soil with high temperatures, the pump automatically activates until the moisture threshold is reached. Conversely, when rain is detected or the soil is wet, the system delays watering to avoid waste. Water discharge data is also recorded in real time so that water use can be better controlled. This research demonstrates that the integration of IoT and Mamdani fuzzy logic can improve water distribution efficiency, reduce waste, and support smart farming practices. The developed system has the potential to be widely applied to agricultural land to help farmers manage water resources efficiently and sustainably.
Co-Authors A. A. H. Ahmad Almulqu Abdul Aziz Nurahamat Abdurrohim, Iim Adhin Luthfi Indrawan Adhinda Adeliana Putri Aida Sucia Aji Nata Sobari Al Afif Abdurrahman Aldi Tamangunde Alif Prambudi Fadillah Akbar Aliya Tazkiya Fajriyati Alya Mustika Anandha Pramudhita Andrianto, Joan Rhobi Ariel Abdurrozak Arya Abdul Mughni Arya Nugraha Arya Sultansyah Asgar Maulana Astri Sri Rahayu Azhar Havis Cahya Purnama Aji Candra Aeni Chintya Racheysa Hazna Chris Hendry Choong Danti Rosdianti Dede Ardiansah Denita Alhamdina Putri Arisandi Destyan Fadillah Akbar Devan Zulfangga Dewi Maharani Eki Muhammad Heris Elsa Nur Aripin Encep Sopandi Esa Aprillah Farid Zia Ulhaq Firmansyah Firmansyah Hadikaryana, Oscar Haekal Abdullah Ali Akbar Fajar Ramadhan Haqiqy Hakim Hendri Purnandi Hendri Purnandi Heri Bani Jumawan Hindun, Nurmala Idham Nurcahya Muharam Iffah, Nur Ihsan Alfazri Ikhsan Akbar Muslim Iqbal Yudiana Irman Hariman Iwan Eka Putra Judijanto, Loso Khairunnisa Dwi Wahyuningtyas Laksamana Raihan N Leo Restu Septian Rhaka Nugraha Loso Judijanto M. Abie Rafdi Fauzy M. Ridho M. Sunandi Miftah Nur Rohman Miftah Rizkia Aldira Mughni Al Muzaki Muhamad Aditya Suhendar Muhamad Ardho Surya Leksana Muhamad Ghozali Muhamad Nabil Arrafi Muhammad Ghozali Muhammad Hafizha Ramahdani Muhammad Lukman Abdurahman Muhammad Rasyid Shiddiq Muhammad Supyan Nabila Desiana Neng Eva Masliah Nurwijayanti Oscar Hadikaryana Padjrin Fauzi Piqri Nabila Mulia Prayogi Nur Aldi Putra, Iwan Eka Putri Nur Hasanah Raafi Syarahil Azhar Raafi Syarahil Azhar Rahman Fauza Rahman, Alkautsar Rahmat Hidayat Ratna Santika Reksi Zender Perdian Restu Rahmat Fajri Rian Hidayat Ridwan Rifa Vida Zahrani Risnawati Agustin Hutabarat Rizqia Noerlidha Rohman Fajar Ruth Rize Paas Megahati S Salsabila Rosnie Sam’un Hakeki Sandi Sandi Rosandi Saobandri, Ridwan Saripah Sindi Meilani Sinduano siti rahmah Siti Salwa Az’Zahra Suharyanto Suminar Suminar Suprihadi, Deni Syifa Khofifah Thomas Aldi Fikri Tiara Putri Latifani Dianata Trisna Prawijaya Tuti Rohayati Udan Yasri Yasri Yusup Supriyanto Zidan Fajar Abdillah