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Journal : International Journal of Artificial Intelligence Research

PLC Greenhouse Automatic Temperature Control Using Fuzzy Logic Method to Optimize Pakcoy Growth harliman, saleh; Rosyad, Wafatikhur; Sutrisno, Imam; Endrasmono, Joko
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (321.788 KB) | DOI: 10.29099/ijair.v6i1.362

Abstract

Vegetables are a good food, especially to meet the needs of vitamins and dietary fiber. However, in urban areas, there is very little land to develop vegetable farming. Hydroponic vertical planting system can be a solution. Pakcoy plants have growth that only takes 40 to 45 days to reach the ideal harvest age. The use of a greenhouse is also suitable for better pest control. However, the greenhouse has the characteristic of storing heat that it absorbs up to 5 degrees Celsius hotter than the outside temperature. The use of greenhouses with temperature control can accelerate the growth of vegetables. Based on this problem, making temperature regulation very necessary, the way is to adjust the rotation speed of the cooling fan using the fuzzy logic method so that the main goal is to save energy and air with a lower temperature can be flowed. The use of this hydroponic greenhouse module is proven to be able to maintain the temperature not much higher than the outside temperature. Comparison of fuzzy logic output values using Matlab software and fuzzy logic output values using PLC has an average error value of 0.27% for fan 1 and 0.35% for fan 2. The performance of the fuzzy logic method used can also be said to be good with an average response time of 61.8 seconds. With the performance of the system, the environment of the greenhouse can be suitable for the plant to grow optimally. 
Development of PCB Defect Detection System Using Image Processing With YOLO CNN Method Santoso, Agus Dwi; Cahyono, Ferry Budi; Prahasta, Brendi; Sutrisno, Imam; Khumaidi, Agus
International Journal of Artificial Intelligence Research Vol 6, No 1.1 (2022)
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (212.907 KB) | DOI: 10.29099/ijair.v6i1.343

Abstract

Inside the equipment there are many electronic components such as resistors, transistors, capacitors and so on. When used in the production of electronic equipment, PCBs are very influential in the manufacture of these electronic devices, for example, when there are only a few broken or damaged PCB paths, the electronic device cannot be operated properly. So it is very important in the PCB Quality Check process to check whether there is damage to the PCB or not. Usually in PCB inspection only direct checking is used in the conventional way. Therefore, in this study, the author tries to create and analyze a PCB flaw checking tool with the help of a camera that has a high revolution to replace human vision to make it easier and save costs. The application of this PCB checking tool uses a technology called a laptop and a camera. With these two technologies, Image Processing can be used to detect objects using the OpenCv and Tensorflow libraries. PCB flaw detection tool with the help of Image Processing with the YOLO Convolutional Neural Network method to help determine broken paths and drill holes on the PCB
Co-Authors A. I. Izzatullah A. Subrata Achmad, Vandy Adhitya, Ryan Yudha Adianto Adianto Agus Khumaidi Ahmad, Zindhu Maulana Al Qori'ah Aldianto, Viky Anak Agung Istri Sri Wahyuni Ardiansyah ARDIANSYAH ARDIANSYAH Arfianto , Afif Zuhri Arfianto, Afif Zuhri Arfianto, Alif Zuhri Ari Wibawa Budi Santosa Ari Wibawa Budi Santosa Asep Saefudin Asmara, I Putu Sindhu B. Sulistiyanto B. Sulistiyanto Bashori, Achmad Boedi Herijono Budi Prasojo, Budi Budianto Budianto Budianto Cahya Setya Utama Cahyono, Ferry Budi Caribu Hadi Prayitno Catur Rakhmad , Handoko Catur Rakhmad Handoko, Catur Rakhmad D. W. Harjanti Desi Tri Cahyaningati Desi Tri Cahyaningati Didik Dwi Suharso Didik Sukoco Dinda Pramanta Dwi Sasmita Aji Pambudi Dyah Riandadari Edy Setiawan Endang Pudji Purwanti Endrasmono, Joko Fahmi Umasangadji Fais Hamzah Faris Nofandi Faruq, Abdul Hafih Abyan Fauzi Muryadih, Izzul Luthfie Fuady, Esqy Dhiya'ul Gaguk Suhardjito Galih Anindita Gunarti, Monika Retno Hamdi Mayulu Handayani, Alfina harliman, saleh Harlinanda, Daffa Alifian Hartanto, Tri Mulyatno Budhi Hasin, Muhammad Khoirul Heri Sutanto Herijono, Boedi Ihsania, Tsabita Ii Munadhif, Ii Ilhan Shanjaya, Mohammad Irfan ISKANDAR Iskandar Iskandar Joessianto Eko Poetro Joessianto Eko Poetro, Joessianto Eko Kusuma, Dedy Hidayat L. K. Nuswantara Laksono Trisnantoro Lilik Subiyanto M. Munasik Mantau, Aprinaldi Jasa Mardi Santoso Messiah, Muhammad Syahid Mohammad Basuki Rahmat Mohammad Basuki Rahmat, Mohammad Basuki Muhammad Khalil, Muhammad Nafi Almuzani Nia Lukita Ariani Nugroho, Agung Nuri Yasmina Amalia Panggayuh, Ardi Perwi, Darmajanti Prabowo, Dimas Aditya Prahasta, Brendi Pranowo Sidi Pratama, Novaly Arya Prawoto, Agus Projek Priyonggo Sumangun Lukitadi Purwanti, Endang Pudji Purwoko, Ageng Rochmad Joko Putri, Anggie Oktavia R. G. Hayusasmita Rahmat, Mohommad Basuki Riananda, Dimas Pristovani Richo, Richo Rinanto, Noorman Rini Indarti Rosyad, Wafatikhur S. Sumarsih S. Sumarsih Santosa, Anisa Fitri Santoso, Agus Dwi Subekti, Joko Sudiwati, Ni Luh Putu Eka suharso, didik dwi Sumadi Sumadi Sumarsono Sumarsono Sunarso . Surono Surono Suwondo, Iie Tanjung, Ihsan Tarwiyanida, Annisa Umasangadji, Fahmi Urip Mudjiono, Urip Widowati, Eny Hari Wiratno, Daviq Yudha Adhitya, Ryan Yuning Widiarti Zindhu Maulana Ahmad Putra