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Prediksi Remaining Useful Life Mesin Turbofan Menggunakan Metode Deep Layer Recurrent Neural Networks
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 1
(2025)
In recent years, the development of prognostic and health management in engines and systems has grown rapidly, with one form of interaction being predicting the remaining useful life of aircraft turbofan engines. In this study, chose to use the Deep Learning RNN method with LSTM architecture. And in its limitation, the C-MAPSS FD001 dataset is used as a modeling dataset in which there is complex multivariate data. The main objective in this analysis and modeling process is to obtain the remaini...
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Physicochemical And Organoleptic Characteristics on Cookies Innovation with the Addition of Taro Flour (Colocasia esculenta) and Edamame Flour (Glycine max)
Febriana Ramadhan Abdi, Yenny
; Ayu Putri Pamungkas, Niken
; Nur Rochmah, Alfi
; Putri Suleman, Dininurilmi
; Widyastuti, Retno
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
The use of taro tuber flour as a substitute for wheat flour in food processing is one of the preferences that can be made to reduce dependence on the use of wheat flour by innovating or increasing the use of non- wheat flour. One of the types of processed foods that can utilize taro tuber flour is Cookies. In addition, Cookies can also be added with additional nutritional content in the form of protein from edamame flour. The purpose of this study was to determine the effect of the addition of t...
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Production Process of Puff Pastry Substitute Pumpkin
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
Puff Pastry is a type of pastry from France made from a mixture of wheat flour, pastry margarine, and water. In this innovation, pumpkin is added to reduce the use of wheat flour by utilizing the availability of pumpkin as a local and functional food. The production process of puff pastry is divided into three stages: making pumpkin puree, making puff pastry, and packaging. The processing of puff pastry with pumpkin substitution is done by adding pumpkin in the form of flour and puree, which pro...
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Prebiotics Properties of Oolong Tea
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
Oolong tea is a semi-fermented tea derived from Camellia sinensis leaves. Oolong tea contains high polyphenol compounds that act as antioxidants and prebiotics. However, studies related to the prebiotic properties of oolong tea are still limited. This review aims to discuss scientific research that supports the concept of oolong tea polyphenol compounds as prebiotics. Oolong tea polyphenol compounds have low bioavailability. The part of the polyphenols that are not absorbed by the small intestin...
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Physicochemical Properties of Papaya Slice Jam (Carica papaya) with Variations Citric Acid Concentrations
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
Papaya is included in the climacteric fruit that has a very short shelf life. This fruit is very much found around us. However, papaya has a very complete nutritional value. The decline in the quality of papaya goes hand in hand with the ripening phase of the fruit in the form of texture, taste, and color. Based on this basis, processing is needed to increase the shelf life and selling value of papaya. Innovations that can be done by reducing the moisture content of the product and making it int...
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Determination of pH value and Vitamin C Levels in Spontaneous Fermented Kimchi and Pickles by Acid Lactic Bacteria
Suleman, Dininurilmi
; Rizki, Prajwalita Rukmakharisma
; Susanto, Fika
; Rahmawati, Ayu
; Zhulaikah, Hanif Nur
; Aulia, Maulida
; Puspitasari
; Firdaus, Nova Novia
; Ajeng, Shavira
; Hapsari, Alifia Karina
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
Fermentation is the process of chemical transformation in an organic substrate through the activity of enzymes produced by microorganisms. Food fermentation provides some nutritional benefits. It also helps to maintain and increase the nutritional value of food such as vitamin C. Vitamin C, which satisfies the nutritional needs of a balanced diet, is found in abundance in fruits and vegetables. However, there is currently no preservation method that can maintain the amounts of ascorbic acid that...
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Sensory Profile, Water Content, Fat Content and Antioxidant Activity of Pecel Sauce with Black Garlic Addition
Rochmah, Alfi Nur
; Ningrum, Widya Rafika
; Zulfa, Fitriyah
; Rukmakharisma, Prajwalita
; Abdi, Yenny Febriana Ramadhan
; Mulyani, Rizka
; Adi, Prakoso
; Suleman, Dininurilmi Putri
; Nadhilah, Dini
; Widyastuti, Retno
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
Pecel sauce is made using peanuts and has a spicy and sweet taste. The ingredients for making pecel sauce can be innovated by adding black garlics. Black garlic is garlic that can be processed at a temperature of 600-800C for several days and has a higher antioxidant potential than garlic. Antioxidant activity is a compound that can inhibit free radical reactions. Apart from having antioxidant potential, black garlic has distinctive flavor compounds. The aim of this research is to determine the...
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Mini Review: Various Processing of Organic Waste into Food Packaging
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
The presence of organic waste from both food and non-food products has been identified as a significant contributing factor to environmental pollution. Several processing methodologies have been employed for organic waste, including producing biogas, compost, animal feed, and recycling materials for use in packaging. The potential for processing organic waste into food packaging is also interesting. This study aims to provide a comprehensive overview of the types of organic waste that can be uti...
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Analysis of snackbar characteristic subtitute with banana flour var.raja nangka (musa paradisiaca) and mocaf flour
Prajwalita Rukmakharisma Rizki
; Bowis Fatwa Afif
; Dini Nadhilah
; Dini Nurilmi Putri Suleman
; Alfi Nur Rochmah
; Fitriyah Zulfa
; Yenny Febriana Ramdhan Abdi
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
Snack bars are bar-shaped and solid snacks, which can be categorized as healthy snacks because they contain complete nutrition, namely protein, carbohydrates, fiber, vitamins, and minerals. Snack bars are snacks that are usually eaten to delay hunger during meal times. It is made from flour mixed with cereals, nuts, dried fruits and oats. This research substitutes wheat flour with mocaf flour and banana flour (Musa paradisiaca). The aim is to reduce the use of wheat flour and empower the potenti...
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Effect of Hydrocolloids as Emulsifiers on Nutrients, Antioxidants, and Chocolate Melting Point of Almond Milk (Prunus dulcis)
Zulfa, Fitriyah
; Rochmah, Alfi Nur
; Abdi, Yenny Febriana Ramadhan
; Suleman, Dininurilmi Putri
; Nadhilah, Dini
; Rizki, Prajwalita Rukmakharisma
; Dewi, Ella Ela Puspa Dewi
; Putri, Kurnia Risda
; Aini, Syah ZInda
; Alya, Zahra Nur
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
This study aims to analyze the effect of using lecithin, carrageenan, and xanthan gum emulsifiers on the physicochemical characteristics of almond chocolate. Three treatments with different emulsifiers were applied, and parameters analyzed include ash, fat, protein content, antioxidant activity, melting point, and organoleptic tests. The results indicated that lecithin provided the highest ash and fat content. Xanthan gum produced the highest protein content, while carrageenan showed the best an...
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