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Journal : Journal of Robotics and Control (JRC)

Current Trends in Intelligent Control Neural Networks for Thermal Processing (Foods): Systematic Literature Review Dewi Marfuah; Nurul Kholisatul 'Ulya; Dewi Pertiwi Dyah Kusudaryati; Agung Setya Wardana; Eko Nugroho
Journal of Robotics and Control (JRC) Vol 3, No 4 (2022): July
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/jrc.v3i4.15232

Abstract

Thermal processing is a technique for sterilizing foods through heating at high temperatures. Thermal processing plays a significant role in preserving foods economically, efficiently, reliably, and safely. Control in thermal processing of foods is necessary to avoid any decrease in food quality, i.e., color change, reduced content, sensory quality, and nutrition. Artificial Neural Network (ANN) has been developed as a computing method in research and developments on thermal processing methods to discover one suitable for food processing without damaging food quality. To this date, ANN has been used in food industries for modeling many processes. The paper aims to identify the latest trend in intelligent neural network control for the thermal processing of foods. The paper conducted a systematic literature review with five research questions using Preferred Reporting Items for Systematic Review (PRISMA). According to screening results and article selection, 240 potential articles have fulfilled the inclusion criteria. Then, each article was explored to identify the advantage and the advance of intelligent network control in thermal food processing. It can be concluded that the technology in information and computations of food processing has rapidly developed and advanced through the utilization of a combination of ANN with fuzzy logic and/or genetic algorithms.
Co-Authors Andriyani, Puput Antika, Tri Astri Mutiar Ayakannu, Rathimalar Bangun Nuswantoro, Bangun Bintanah, Sufiati sufiati Darmawati, Irma Dewi Noviyanti, Retno Dewi Pertiwi Dyah Kusudaryati Dewi, Riri Mulyana Dhinda Kusuma Hatifah Dian Anggraini DODIK LUTHFIANTO Eko Nugroho Emy Huriyati Febrian Nurul Khotimah Fitriana, Anisa Nur Garyn Utha Rahmala Gharyn Utha Rahmala Hamam Hadi Hayati, Suci Noor Ibrahim, Masdum Imawati, Nabila Juniarni, Lia Khairunnisa, Hakimah Khoirunnisa, Syafira Aqilah Komalawati, Nisa Lia Juniarni Lutfianto, Dodik Mariam, Nina Murfiah Dewi Wulandari Mutiar, Astri Nabila Imawati Naresti, Faiza Nisya Ayu Rachmawati Novi Kurniawati Novi Kurniawati Novia Ardiyan Wahyu Pratiwi Nunung Nurhayati Nunung Nurhayati Nur Maqrifah, Aninda Nuraini Fauziah Nuralif Sutrisno, Aini Nurdina, Gina Nurjanah, Ineu Nurleli, Leli Nurrahma, Fina Nurul Kholisatul 'Ulya Pandu Riono Paudriyanagari, Annisa Perdani, Agni Laili Permana, Sholihah Al Noor Pratiwi, Novia Ardiyan Wahyu Purnama, Heni Puspasari, Susy Putri, Anggela Amelia Putri, Salsabila Nur Azizah Harinda Qurratu, Nisrina Rahayu, Nunik Rahmala, Garyn Utha Rahmawati, Nisaa Rathimalar ayakannu Ratna Sari, Cindy Retno Dewi Noviyanti Rizky Wahyu Astari Rohmaniyah, Fatiya Safitri, Rosyida Awalia Salsabila Nur Azizah Harinda Putri Sansuwito, Tukimin bin Sari, Desi Ambar Selia Oktavianti Sheilla Dwi Rahmadani Sigit Haryanto Silvia Ika Rahmawati Siti Khusnul Khotimah, Siti Khusnul Siti Noviyanti Siti Sarifah Sudrajat, Diwa Agus Sunarti Susy Puspasari Syahrani, Dilla Tukimin bin Sansuwito Tuti Rahmawati Tuti Rahmawati Tuti Rahmawati Tuti Rahmawati Tutut Galih Winanti Tyas Nur Anggraeni, Hervina Wardana, Agung Setya Wiguna, Melda Yoanisaputri, Aisadela Yuliana Noor Setiawati Ulvie