Dr. Ing. Agus Arip Munawar, S.TP., M.Sc.

Tentang Saya (About Me)

Research interests: (1) Artificial intelligence in agriculture; (2) The application of a rapid and non-destructive method (i.e Near infrared reflectance spectroscopy (NIRS), Ultrasound, Electronic Nose) in predicting quality attributes; (3) Modelling and simulation; (4) Automatic control application; (5) Robotics in agriculture. Current research project in 2015 is designing and developing a portable sensor device based on Near infrared technology to determine inner quality attributes of intact cocoa beans. We also currently applying non-linear approaches: SVMR and ANN as regression methods. Further, we attempted to apply various signal and spectral data correction approaches in order to generate robust and accurate prediction models based on non-destructive technology (NDT) such as: infrared (SWNIR, NIR, MIR and FIR), Electronic Nose, Laser induced breakdown and photoacoustic spectrsocopy.

email aamunawar[at]unsyiah.ac.id

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Publikasi (Publications)

Jurnal (Journals)

Samadi, Sitti Wajizah, Agus A. Munawar, 2018, Rapid and Simultaneous Determination of Feed Nutritive Values by Means of Near Infrared Spectroscopy, Tropical Animal Science Journal, 41 (2), 121-127, 2615-790X.

Agus Arip Munawar, Dieter von Hörsten. Jens Karl Wegener, Elke Pawelzik, Daniel Mörlein, 2016, Rapid and non-destructive prediction of mango quality attributes using Fourier transform near infrared spectroscopy and chemometrics, Engineering in Agriculture, Environment and Food, 9, , 1881-8366.

Zulfahrizal, Agus Arip Munawar, Hesti Meilina, 2016, Estimasi kandungan lemak pada biji kakao utuh secara cepat dan non-destruktif dengan menggunakan teknologi NIRS, Jurnal Otomasi, Kontrol dan Instrumentasi, 8, 17, 2085-2517.

Syahrul, Siti Mechram, Purwana Satrio, Agus Arip Munawar, 2016, Simulasi Model Aliran Fluida Dan Kebutuhan Daya Pompa Pada Sistem Hidrodinamika, JURNAL RONA TEKNIK PERTANIAN, Volume, 40-49, 2085-2614.

Zulfahrizal, Sutrisno, Kudang B Seminar, Agus Arip Munawar, 2013, Akuisisi Spektrum Near Infrared Reflectance pada Biji Kakao, Buletin Riset Tanaman Rempah dan Aneka Tanaman Industri , 4, 1-10, 2356-1297.

Agus Arip Munawar, I Wayan Budiastra, 2009, Non Destructive Inner Quality Prediction In Intact Mango With Near Infrared Reflectance Spectroscopy, Jurnal Keteknikan Pertanian, Vol 23, 59, 0216-3365.

Prosiding (Proceedings)

Devianti, Sufardi, Zulfahrizal, Agus Arip MUNAWAR, 2019, Rapid and Simultaneous Detection of Hazardous Heavy Metals Contamination in Agricultural Soil Using Infrared Reflectance Spectroscopy, IOP Conference Series: Materials Science and Engineering, 1st South Aceh International Conference on Engineering and Technology, Aceh Selatan, Indonesia, 8 - 9 Desember 2018, Britain, IOP Publishing, 0, 1757-8981.

Yusmanizar, Imas Siti Setiasih, Sarifah Nurjanah, Mimin Muhaeimin, Bambang Nurhadi, Santi Rosniawaty and Agus Arip Munawar, 2019, Fast and Non-Destructive Prediction of Moisture Content and Chologenic Acid of Intact Coffee Beans Using Near Infrared Reflectance Spectroscopy, IOP Conference Series: Materials Science and Engineering, SAICOET 2018, 8 Desember 2018, , , , 0, 1757-8981.

Samadi, Sitti Wajizah, Agus A. Munawar, 2018, Fast and simultaneous prediction of animal feed nutritive values using near infrared reflectance spectroscopy , International Conference on Agriculture, Environment, and Food Security (AEFS), International Conference on Agriculture, Environment, and Food Security (AEFS), Aryaduta, Medan Sumatera Utara, 7 - 8 November 2017, , IOP Conference Series: Earth and Environmental Science, 0, .

Samadi, Sitti Wajizah, Agus Arip Munawar, 2018, Near Infrared Spectroscopy Applied to Animal Feed: Fast Analysis of Main Quality Attributes , International Seminar on Animal Industry , International Seminar on Animal Industry , IPB Bogor, 28-30 Agustus 2018, Bogor, IPB press, 0, .

Agus Arip Munawar, Maulana Yusuf, Mulkan Azhari, Ichsan dan Shahril Auliar Bahari, 2017, Near infrared technology: Fast and simultaneous detection of hazardous heavy metal contaminations in disaster affected area, Conference on Health Management in Post Disaster Recovery, Conference on Health Management in Post Disaster Recovery - Banda ACeh, Banda Aceh, 22-24 May 2017, Banda Aceh, Universitas Syiah Kuala, 0, -.

Zulfahrizal, Hesti Meilina, Agus Arip Munawar, 2016, The use of spectral imaging technology as a fast and novel tools for fat content determination of intact cocoa beans., International Conference on Technology, Innovation, and Society (ICTIS) 2016, International Conference on Technology, Innovation, and Society (ICTIS) 2016, ITP, Padang, 20-21 Juli 2016, , , , .

Devianti, Susi Chairani, Agus Arip Munawar, 2016, The application of Infrared (IR) spectroscopy as a rapid and innovative technology for soil quality properties prediction., International Conference on Technology, Innovation, and Society (ICTIS) 2016, International Conference on Technology, Innovation, and Society (ICTIS) 2016, ITP, Padang-Indonesia, 20-21 Juli 2016, Padang, , , .

Agus Arip Munawar, Hendri Syah, Yusmanizar, 2016, Fast and Simultaneous Detection of Honey Adulteration and Soluble Solids Content using Near Infrared Reflectance Spectroscopy, Conference on Mathematics, Statistics and Its Application, International Conference Syiah Kuala University (AIC), Banda Aceh, 4-6 October 2016, , , 0, 233-6606.

Agus Arip Munawar, Yusmanizar, Hendri Syah, 2016, Near Infrared spectroscopy applied to honey: adulterant detection and ascorbic acid prediction , Seminar Nasional PERTETA 2016, SEMNAS PERTETA UNAND, Padang, 4-6 Nopember 2016, Padang, Unand Press, 0, 2548-5040.

Zulfahrizal, Hesti Meilina, Agus Arip Munawar, 2016, Rapid quality assessment of intact cocoa beans using Fourier transform near infrared spectroscopy and chemometrics , “Teknik Pertanian untuk Mendukung Kemandirian Pangan Berbasis Kearifan Lokal” , Seminar Nasional PERTETA , Padang, 4-6 Nopember 2016, Padang, Unand Press, 0, 2548-5040.

Agus Arip Munawar, 2016, The use of near infrared spectroscopy combined with non-linear regression approaches as a rapid and non-destructive tools for total acidity prediction of intact mango, SEMINAR NASIONAL Perhimpunan Teknik Pertanian (Perteta), SEMNAS PERTETA UNAND, Padang, 4-6 Nopember 2016, Padang, Unand Press, 0, 2548-5040.

Agus Arip Munawar, Hendri Syah, Yusmanizar, 2016, Fast and Simultaneous Detection of Honey Adulteration and Soluble Solids Content using Near Infrared Reflectance Spectroscopy, Proceedings of The 6th Annuual International Conference Syiah Kuala University (AIC Unsyiah) in conjunction with The 12th International Conference on Mathematics, Statistics and Its Application (ICMSA), International Conference on Mathematics, Statistics and Its Application (ICMSA) - Banda Aceh, Banda Aceh, 4-6 Oktober 2016, Banda Aceh, Universitas Syiah Kuala, 0, -.

Agus A. Munawar, D.v Hoersten, J.K Wegener, E. Pawelzik, D. Moerlein, 2013, rapid and nondestructive prediction by near infrared technology, Massendatenmanagement in der Agrar und Ern?hrungswirtschaft, 33 GIL Jahrestagung, Potsdam, Germany, 20 Februari 2013, Potsdam, Gesselschaft fuer Informatik e.v, 219, 1617-5468.

Agus A. Munawar, Dieter.v. Hörsten, Daniel Mörlein, E. Pawelzik, dan J.K Wegener, 2013, Rapid and non-destructive prediction of mango sweetness and acidity using near infrared spectroscopy, International Conference on Agricultural, Environmental, and Food Security (AEFS), International Conference on Agricultural, Environmental, and Food Security (AEFS), Erhebung - Verarbeitung - Nutzung, 20.–21 Februar 2013, Erhebung - Verarbeitung - Nutzung, -, 0, -.

Training/Diklat (Workshops)

19-02-2013, Informatics application in data management, Gesselschaft fuer Informatik (German Association for Informatics), Potsdam, Germany
11-04-2012, Process engineering and electronics application in agriculture, DNPW, Georg August University, Goettingen, Germany
29-03-2011, Linear Statistical Models with R, DNPW, Georg August University, Goettingen, Germany
02-02-2011, Statistical analysis with R, Department of Computational, Goettingen, Germany
18-10-2010, C-1 Deutschkurs -- German Language course (niveaustufen C-1 advanced level), IIK, Georg August University, Goettingen, Germany
07-08-2006, Deutschkurs - German language course, Georg August University, Goettingen, Germany