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Journal : Jurnal Keteknikan Pertanian

Performance Comparison of Microclimate Control ANFIS vs Fuzzy Logic in Plant Factory Hanifah, Ahmad Abu; Sumarni, Eni; Pusvyta, Yeny; Ardiansyah
Jurnal Keteknikan Pertanian Vol. 13 No. 2 (2025): Jurnal Keteknikan Pertanian
Publisher : PERTETA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19028/jtep.013.2.340-361

Abstract

Population growth and the reduction of agricultural land necessitate the application of technology to enhance agricultural productivity. A plant factory is an advanced agricultural technology that enables indoor plant production by precisely regulating the microclimate for optimal growth. While fuzzy logic algorithms have been applied for microclimate control, the use of an adaptive neuro-fuzzy inference system (ANFIS) has not been explored. This research aims to develop a microclimate monitoring and control system based on ANFIS and fuzzy logic in a plant factory and compare their performance. The study involves five stages: designing control system schemes, developing hardware and software, testing, analyzing data, and comparing system performance. Microclimate data from both systems were analyzed using the Mean Absolute Error (MAE) metric and visualized through performance graphs. The results indicate that the plant factory with ANFIS control achieved MAE temperature values of 1.18°C and 1.48°C and MAE humidity values of 14.68% and 12.48%, while the fuzzy logic control system yielded MAE temperature values of 1.68°C and 1.60°C and MAE humidity values of 13.02% and 12.31%. Based on the MAE values, the ANFIS control system demonstrated better temperature regulation than fuzzy logic; however, neither system provided optimal microclimate control. These findings highlight the potential of ANFIS for improving temperature regulation in plant factories, suggesting the need for further refinement and optimization of control strategies to enhance overall system performance The research consists of five stages, namely designing ANFIS and fuzzy logic control system schemes, designing hardware, designing software, testing and analyzing data, and comparing the performance of the two control systems. Microclimate data from both control systems were then analyzed to see their performance by looking at the MAE (Mean Absolute Error) value. Analysis is also done by looking at the graph of running results. The results showed that the plant factory with ANFIS control system showed MAE temperature values of 1.18oC and 1.48oC and MAE humidity of 14.68% and 12.48% while the plant factory with fuzzy logic control system showed MAE temperature values of 1.68oC and 1.60oC and MAE humidity of 13.02% and 12.31%. The plant factory with ANFIS control system provides better performance in temperature regulation based on the MAE value obtained but has not provided good performance, either using ANFIS control system or using fuzzy logic control system.
Co-Authors Abbas, Ahmad Abdillah, Didit Abdullah Abdullah, Siti Rahmawati A. Musa Adam M Tanniewa Ade Putra Ode Amane Ade Rizki Adela Zinta Sari Adika Sri Widagdo Adiprasetio Prabowo Afadil Afifah Indah Sari Agil Bahsoan Agnes Pratiwi Agostinho Ximenes Pereira Agustin Agustiningrum, Ratna Ahmad Zikri Aisyah Ajie, Bintang Wicaksono Alamsyah, Haryani AlBahri, Fauzan Putraga Alda Hikmah Rhamadani JL Aldy Kurniawan Muhlis Alfin Nur Arifah Almuzani, Nafi Amrullah Anandya, Rivany Andika Isma Andri Eko Putra Andrikum Anggraini, Pratiwi Anisa Pratiwi Anjani, Fandini Meilia Annisa Al-Isra ANNISA HANDAYANI Anugrah Aprilanti Archindra Arda Ari Siswanto Ari Siswanto Ari Wibawa Budi Santosa Arifah, Sitti Arjuna Armi, Sumi Arsal, St Fatmah Aryana, Suhud Asriayani Austin, Trecy Ayi S. Ruqayyah Azizah , Sabila Nurul Bagio Kadaryanto, Bagio Bahagiya, Multika Untung Bahruni . Bashori, Achmad Berhimpon, Eliezar Boedi Herijono C. I. Sutrisno Catur Rakhmad Handoko, Catur Rakhmad Dahlia Daisy Dwijati Kumala Ratna Antariksih Darsiani Dea Ayu Sapitri Dedy Hidayat Kusuma Della Apriani Della Fadhilatunisa Desy Kristiane DEWI SARTIKA Dicky Wandira Aditya Putra Didik Dwi Suharso Diman, Banta Dinda Salsabilla Dini, Sherina Edy Prasetyo Hidayat Effendi Efkelin, Ria Elyakim Nova Supriyedi Patty, Elyakim Nova Supriyedi Endang Wahyuningrum Eni Sumarni Eryc Fachruddin Edi Nugroho Saputro Fadlil Faez Syahroni Fahmi Umasangadji Fahrudin, Ahmad Yogi Fais Hamzah Faizah Nurul Aliyah Faras, Maulana Farida R. Wargadalem Fathurrahmad Fathurrizki, Deva Fauzan, Randy Firna G Gimpe Gali Pribadi Habib Ismail Hamidillah Ajie Hanifah, Ahmad Abu Hanna Azzahra Nabella Hardiansyah Harry Jundrio Haryani Hastuti, Juria Hasyim, Fitrah Aulia Heldy Vanni Alam Helidu, Marlin S. Hendra Sudrajat Hendril Satrian Purnama Herman Heryani, Ririn Heydi Perdana Santoso Hodijah, Anisa Siti Huko, Fortunatus Amandus Puji Ilyas Imam Prawiranegara Gani Imam Sutrisno Inda Yuliana Ngabito Indani Woronia Nure Indira Tribhuwana Indriani , Luluk Indriasari Ingratoeboen, Wyckmell Octof Iriansyah Irina Popoi ISKANDAR Ismiyati Istiarsyah, Istiarsyah Jabbar, Firmansyah Bin Abd Johanis R. Wanma Kambuaya, Balthasar Kamila Istakhana Karima, Mulkan Kasiyanti Kholija Siregar Khusnul Khatimah Krisna Nuresa Qodri Kristantina Indriastuti Kurnia Yati Kusumajaya, Hendra Kusumaningsih , Dewi Laili Fatimatuzzahro Libra, Robert M. Ficky Duskarnaen M. Rafi M. Syahran Jailani Mahbub, Mohammad Mahmudulhassan Mahrun M.Pd. Maisura Mardhia, Dwi Mariana Naicea, Dina Mariani Marista Mariyani Martono Maryana Maulidar Md. Ziaur Rahman Melizubaida Mahmud Mena Sari Meyko Panigoro Milhan Minnah El Widdah Mirnawati Mirnawati Moh. Cholil Mahfud Mohammad Jamhari Monika Retno Gunarti Muh. Fajar Alqadri Muh. Tajab Muhammad Abdul Rahim Muhammad Afandi Muhammad Arif Muhammad Hafizh Ridho Muhammad Lutfi Hakim Muhammad Nawir Muhammad Rio Andalas Tanjung Muhammad Rizky Muhammad Rizqi Muhammad Syaifullah, Muhammad Mukhlis Mustaruddin Mutiara Kurnia Sari N. Tangge, Lilies Nafi Almuzani Nanang Kosim Nasir Nengsi Sapitri Neri Kautsari Nisrina Akbar Rizky Putri Nova Mardiana, Nova Nur Afifah Nur Arfa Yanti Nurherawati Nurlatifah , Wulan Suci Nursandi, Reza Nurul Anggraeni Nurul Magfira Nurul Maulida Alwi Nurwijaya Fitri Nuzulul Oktapani, Silm Pahmi Amri Pane, Putri Nurhazijah Pipin, Apriliana Pipit Kun Maya Pramesti Melyna Mustofa Pranowo Sidi Projek Priyonggo Sumangun Lukitadi Purwanti, Endang Pudji Putra, Mujiono Sang Putri, Annisah Putri, Nisrina Akbar Rizky Quina Raden Azty Afifadyandi Rahmi Utami Rahmizal, Maizul Ramadhan, Febiana Putri Ramadhani, Dede Ahmad Ratman Ratman Rezky Irianda Syahputra Rina Trisandi Rina Yanti Risnita Rizki Bagus Handoko Rohmah, Ulfa Nur Rosman Ilato Roy Hasiru Ruri Setiawan Rustina Ryketeng, Masdar Sa'diyah, Chalawah Ummy Safe'i , Khoirul Dwi Safitri, Apdila Sakban Sanjaya, Aldy Sari, Dewi Mekar Sarni Sabonak Sarno . Saskia Dwi Anggraini Sawabi Shalfi Andri Shintya Nabilla Sinar Saprini Sintya Merinda Siti Masitoh Siti Nur Jannah Siti Nurbanah Sitti Nurkhaerah Slamet Budijanto Soleman Sopiah, Sopiah Sri Handayaningsih Sri Widagdo, Adika SRI WULANDARI Stanley Suciana, Fitri Sudi Fahmi Sudirman Suganti Hasibuan Suhendra Sumarlin Sunardi Sunarsih Supardi, Sudarman Suparyo SUSIANA Su’aidi Syamsiah , Siti Nurul Syamsul Bachri Syarifan Nurjan Taher, Ahmad Tanib, Rian Abdul Taufan Purwokusumaning Daru, Taufan Purwokusumaning Teja Pratama , Rizki Tole Sutikno Tri Wahono Ulung Pribadi, Ulung Umasangadji, Fahmi Urip Mudjiono Urip Mudjiono, Urip Usman Aliyu Yunusa Utami, Ressa Andriyani Wa Nova Wahidah Wahyudi David Wahyudi David Warjani, Zikkri Zahrina Watono Wawan Nopriansa Wendi Rachman Wiji Utami Winarto, Agung Tri Wismanto Wulan Agustina, Nur Yeny Pusvyta, Yeny Yudi Ahdiansyah, Yudi Yuli Lestari Yulianti Toralawe Yusmanidar Yusran Yusri Syam Akil Yustika Pratiwi Zikrullah Zirlia Anggraini Zulfikar