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agriTECH

agritech
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Published by Universitas Gadjah Mada

ISSN : 02160455 EISSN : 25273825 DOI : 10.22146/agritech

Core Subject : Agriculture,

Agriculture, Biological Sciences & Forestry

Agritech with registered number ISSN 0216-0455 (print) and ISSN 2527-3825 (online) is a scientific journal that publishes the results of research in the field of food and agricultural product technology, agricultural and bio-system engineering, and agroindustrial technology. This journal is published by Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta in colaboration with Indonesian Association of Food Technologies (PATPI).

Arjuna Subject : Ilmu Pertanian dan Biologi (Semua) - Ilmu Pertanian dan Biologi (Lain-Lain)

Articles 1,392 Documents

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Karakteristik Minuman Laktat Sari Buah Durian Lay (Durio kutejensis) yang Disuplementasi dengan Kultur Lactobacillus selama Penyimpanan pada Suhu Rendah Neti Yuliana; Tintan Noviyeziana; Sutikno Sutikno
agriTECH Vol 36, No 4 (2016)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

The objective of this study was to characterize the durian lay juices supplemented by Lactic Acid Bacteria (LAB) culture during cold storage. The LAB cultures consisted of Lactobacillus plantarum FNCC-0265, Lactobacillus acidophillus FNCC-0051 and combination of these LABs. After being inoculated with a 24 h – old culture starters, durian lay juice was incubated at 37 °C for 2 hours and kept at 4 °C for 0, 1, 2, 3 and 4 weeks. Changes in pH, total lactic acid, and sugar content, viable cell counts of LAB, total soluble solid, viability of LAB, and sensory characteristic during fermentation were measured. The results revealed that pH decreased from 4.79 to 4.20; sugar content reduced from 4.52 to 0.75 %; total soluble solid reduced from 8.93 to 7.97 °Bx, and sensory score reduced from 3.71 (like) to 3.40 (moderate like); while the total lactic acid increased from 0.33 to 0.69 %; viable cell counts of LAB increased from 8.86 to 9.14 log CFU/ml; and % viability of LAB decreased from 100 to 95.90, during storage. Combination of Lactobacillus plantarum FNCC-0265 and Lactobacillus acidophillus FNCC-0051 cultures at two weeks cold storage period was the best treatment, based on the sensory and viable cell counts of LAB. The characteristics of this durian lay juice probiotic were pH 4.46, total lactic acid 0.59 %, sugar content 2.13 %, viable cell counts of LAB 9.33 log CFU/mL, total soluble solid 9.60 °Bx, and carbohydrate 45,05 %. This durian lay juice contained oxalate (107.56 mg/L), malic (527.895 mg/L), lactic (4381.49 mg/L) and citric (351.245 mg/L) acid.ABSTRAKTujuan penelitian ini adalah mengkaji karakteristik minuman laktat sari durian lay yang disuplementasi dengan kultur bakteri asam laktat (BAL) selama penyimpanan pada suhu rendah. Kultur BAL terdiri dari Lactobacillus plantarum FNCC-0265, Lactobacillus acidophillus FNCC-0051, dan campuran keduanya. Sari buah durian lay diinokulasi dengan kultur berumur 24 jam lalu diinkubasi pada suhu 37 °C selama 2 jam dan kemudian disimpan selama 0, 1, 2, 3, dan 4 minggu. Perubahan pH, total asam, gula, total sel BAL. Total padatan terlarut, viabilitas BAL, dan sensori selama penyimpanan dingin diukur. Hasil penelitian menunjukkan bahwa terjadi perubahan pH dari 4,79 ke 4,20; kandungan gula dari 4,52 ke 0,75%; total padatan terlarut dari 8,93 ke 7.97 °Bx, viabilitas BAL dari 100 % menjadi 95,90 %, dan skor sensori dari 3,71 suka ke 3,40 (agak suka); sementara pada total asam terjadi peningkatan dari 0,33 ke 0,69 %; dan sel hidup BAL meningkat dari 8,86 menjadi 9,14 log CFU/mL. Berdasarkan parameter sensori, perlakuan kultur campuran Lactobacillus plantarum FNCC-0265 dan Lactobacillus acidophillus FNCC-0051 yang disimpan selama 2 minggu merupakan perlakuan terbaik. Sari buah durian lay ini mempunyai karakteristik sebagai berikut: pH 4,45, total asam laktat 0,83 %, gula 2,20%, sel hidup BAL 9,33 log CFU/mL, total padatan terlarut 9,16 °Bx, dan karbohidrat 35,04 %. Asam organik yang terkandung pada jus durian lay ini adalah asam oksalat (108 mg/L), malat (528 mg/L), laktat (4382 mg/L) dan sitrat (351 mg/L).

Efek Hipoglikemik Kecambah Beras Merah pada Tikus yang Diinduksi STZ-NA dengan Parameter Kadar Insulin, Indeks HOMA-IR dan HOMA β Nurhidajah Nurhidajah; Nurrahman Nurrahman
agriTECH Vol 36, No 4 (2016)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

The process of germination of grains such as rice, could increase some nutritional values of amino acids and dietary fiber. Red rice and its sprouts are believed to be able to decrease blood glucose in patients with diabetes mellitus (DM). The aim of this study was to evaluate the hypoglycemic effect of red rice sprouts in STZ-NA induced diabetic rats on blood glucose level, insulin level, and HOMA-IR and HOMA-β index. This experimental study was conducted based on randomized post test only control group design using 24 male Wistar rats aged 2.5 months. Rats were divided into 4 groups, one group without induction of STZ-NA fed with a standard diet (control) and three groups of STZ- NA induced with a standard diet, red rice and red rice germ. Experiments were conducted for 6 weeks. The results showed that sprouted red rice lowered blood glucose levels by 61.88 % and the value of HOMA-IR (insulin resistance parameters) by 56.82%. Insulin level increased by 16.35 % and HOMA-β by 763.6 %. This study showed that red rice germ was able to decrease blood glucose levels and increase insulin resistance of DM rats and the strength of the pancreatic beta cells. ABSTRAKProses perkecambahan biji-bijian seperti beras, dapat meningkatkan beberapa nilai gizi seperti asam amino dan serat pangan. Beras merah dan kecambahnya diyakini mampu menurunkan glukosa darah pada penderita diabetes melitus (DM). Tujuan penelitian ini adalah mengevaluasi efek hipoglikemik kecambah beras merah pada tikus diabetes yang diinduksi STZ-NA terhadap kadar glukosa darah, insulin, serta indeks HOMA-IR dan HOMA β. Penelitian ini bersifat eksperimental in vivo pada hewan coba tikus Wistar jantan usia 2,5 bulan sebanyak 24 ekor dengan desain penelitian randomized post test only control group. Tikus dibagi menjadi 4 kelompok, masing-masing 1 kelompok tanpa induksi STZ-NA dengan diet standar dan 3 kelompok diinduksi STZ-NA dengan diet standar, beras merah dan kecambah beras merah. Percobaan dilakukan selama 6 minggu. Hasil penelitian menunjukkan kecambah beras merah mampu menurunkan kadar glukosa darah sebesar 61,88 % dan nilai HOMA-IR (parameter resistensi insulin) 56,82 %. Kadar insulin meningkat 16,35 % dan HOMA β 763,6 %. Disimpulkan, kecambah beras merah mampu menurunkan kadar glukosa darah dan memperbaiki kondisi resistensi insulin tikus DM, dan kekuatan sel beta pankreas.

Pengaruh Fermentasi Fungi, Bakteri Asam Laktat dan Khamir terhadap Kualitas Nutrisi Tepung Sorgum Raden Haryo Bimo Setiarto; Nunuk Widhyastuti; Iwan Saskiawan
agriTECH Vol 36, No 4 (2016)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

Recently, food security problem in Indonesia is mainly due to the consumption dependence on rice and wheat, while the utilization of local sources of carbohydrates such as tubers and cereals are still limited. Sorghum is one of local cereal that potential to be developed as source of carbohydrates and protein. However, a problem encountered on utilising sorghum as food is the low protein digestibility. The objective of this study was to investigate the effects of fermentation of Rhizopus oligosporus, Lactobacillus plantarum, and Saccharomyces cerevisiae on nutritional quality and digestibility of sorghum flour. The procedure in this research were pre-treatment of sorghum grains, preparations of inoculum, solid state fermentation, liquid state fermentation, mixture solid-liquid fermentation of sorghum grains, flouring (draining and mashing), microbial (total plate count) and chemical analysis (proximate analysis, amino acid analysis, and protein digestibilty). Sorghum flour was made with 4 variations of treatments that was performed in triplo, i.e: control (without fermentation), liquid fermentation (with Lactobacillus plantarum and Saccharomyces cerevisiae), solid fermentation (with Rhizopus oligosporus), solid and liquid fermentation (with addition of Rhizopus oligosporus,Lactobacillus plantarum and Saccharomyces cerevisiae). The result showed that the number of microbes in fermented sorghum flour was still within the safety limits in accordance to SNI. The fermentation process did not significantly influence the levels of protein, carbohydrate, and fat of sorghum flour. During the fermentation of sorghum, the levels of the amino acids cysteine and lysine increased while several other amino acids decreased. Fermentation increased significantly the digestibility of sorghum protein up to 3,5-5 fold than control without fermentation.ABSTRAKMasalah ketahanan pangan di Indonesia saat ini diantaranya adalah pola konsumsi masyarakat sangat tergantung pada beras, terigu, dan belum luasnya pemanfaatan sumber karbohidrat lokal seperti umbi-umbian dan serealia. Sorgum adalah salah satu serealia lokal yang berpotensi dikembangkan menjadi sumber karbohidrat dan protein. Namun, salah satu kendala yang dihadapi dalam pemanfaatan sorgum sebagai bahan pangan adalah rendahnya daya cerna protein sorgum. Penelitian ini bertujuan menganalisis pengaruh fermentasi Rhizopus oligosporus, Lactobacillus plantarum, dan Saccharomyces cerevisiae terhadap kualitas nutrisi dan daya cerna protein tepung sorgum. Tahapan penelitian yang dilakukan yaitu pra-perlakuan biji sorgum, penyiapan inokulum, fermentasi padat, fermentasi cair, fermentasi campuran padat dan cair terhadap biji sorgum, penepungan (pengeringan dan penggilingan), analisis mikrobiologi (total koloni mikroba) dan analisis kimia (kadar proksimat, asam amino, dan daya cerna protein). Pembuatan tepung sorgum dilakukan dengan empat perlakuan secara triplo yaitu kontrol (tanpa fermentasi), fermentasi cair (dengan Lactobacillus plantarum dan Saccharomyces cerevisiae), fermentasi padat (dengan Rhizopus oligosporus), dan fermentasi campuran padat dan cair (dengan Rhizopus oligosporus, Lactobacillus plantarum dan Saccharomyces cerevisiae). Hasil penelitian menunjukkan bahwa jumlah mikrobia pada tepung sorgum fermentasi masih dalam batas aman sesuai dengan SNI. Proses fermentasi tidak berpengaruh signifikan terhadap kadar protein, karbohidrat, dan lemak pada tepung sorgum. Selama fermentasi sorgum, kadar asam amino sistein dan lisin mengalami peningkatan sedangkan beberapa asam amino lainnya menurun. Proses fermentasi berpengaruh signifikan dalam meningkatkan daya cerna protein sorgum sebesar 3,5-5 kali lipat dibandingkan dengan kontrol tanpa fermentasi.

Alergenisitas Sistem Glikasi Isolat Protein Kedelai-Fruktooligosakarida Rahayu Suseno; Nurheni Sri Palupi; Endang Prangdimurti
agriTECH Vol 36, No 4 (2016)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

Food allergy is an immunological response caused by allergens contained in food. Soybean is one of the eight kinds of food products that can cause allergies. Genetically modified food crops that are most widely produced worldwide is soybean (47 % worldwide). Genetically Modified Organisms (GMO) products is concerned may increase the allergenicity of the product. The aims of the research were to study the allergenicity of GMO and non-GMO Soy Protein Isolates (SPI) and the glycation effect to allergenicity of SPI. GMO and non-GMO SPI were glycated with fructooligosaccharides (FOS) through the Maillard reaction in liquid systems. Allergenicity was determined qualitatively using immunoblotting and quantitatively using Enzyme-Linked Immunosorbent Assay (ELISA). The glycation degree of GMO and non-GMO SPI can increase up to 75.03 % and 73.50 % in the liquid system. There were 9 protein allergens in GMO soybean and 8 protein allergens in non-GMO soybean. The glycation reaction could reduce protein allergens in GMO and non-GMO SPI up to 91.69 % and 87.07 %.ABSTRAKAlergi pangan merupakan sebuah respon imunologis yang disebabkan oleh alergen yang terdapat pada pangan. Kacang kedelai merupakan satu dari delapan jenis bahan pangan yang sering menyebabkan alergi. Tanaman pangan hasil rekayasa genetika (GMO) yang banyak diproduksi di dunia adalah kacang kedelai yaitu sekitar 47 %. Produk GMO dikhawatirkan dapat meningkatkan alergenisitasnya. Penelitian ini bertujuan untuk mempelajari tinggat alergenisitas antara Isolat Protein Kedelai (IPK) GMO dan non-GMO serta pengaruh glikasi terhadap alergenisitas IPK. IPK GMO dan non-GMO diglikasi dengan fruktooligosakarida melalui reaksi Maillard dengan sistem cair. Alergenisitas diukur secara kualitatif menggunakan immunobloting dan secara kuantitatif menggunakan Enzyme-Linked Immunosorbent Assay (ELISA). Peningkatan derajat glikasi IPK GMO dan non-GMO pada sistem cair masing-masing memperlihatkan hasil 75,03 % dan 73,50 %. Terdapat 9 protein alergen pada kacang kedelai GMO dan 8 protein alergen pada kacang kedelai non-GMO. Reaksi glikasi dapat mengurangi alergen pada kacang kedelai GMO dan non-GMO hingga 91,69% dan 87,07%.

Sifat Fisikokimia Tepung dari 10 Genotipe Ubi Kayu (Manihot esculenta Crantz) Hasil Pemuliaan Tengku Mia Rahmiati; Yohanes Aris Purwanto; Slamet Budijanto; Nurul Khumaida
agriTECH Vol 36, No 4 (2016)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

The objectives of this study were to characterize and evaluate the physicochemical properties of 10 cassava breeding genotypes developed by cassava crop improvement of (Institut Pertanian Bogor) IPB research group. The physicochemical characterization was performed by measuring water content, ash, protein, fat, carbohydrate, pasta (pasting properties), starch total, amylose content, and whiteness. The results showed that each genotype has different chemical content and gelatinization properties. The highest water content (11.48 ± 0.12 %) was found in genotype V4D0 (variant genotype Malang 4), ash (1.83 ± 0.02 %) in V5D2 (1) (A variant of genotype Malang 4-1), fat (1.62 ± 0.93 %) and protein (4.73 ± 0.19 %) in V3D1 (1) (variant UJ 5-1). Genotype V1D1-1(1) (A variant of genotype Ratim-1) has the highest amylose (23.33 ± 0.04 %) and the lowest ones (13.13 ± 0.48 %) was found in genotype V2D1-1(3). Genotype V2D0 has the highest total starch (88.67 %) and the lowest (74.3%) was obtained in V5D2 (1). The highest whiteness value was measured in genotype V1D0 i.e. 93.13 %. For pasting properties testing, it was measured that genotype V2D1-1 (3) had the lowest peak viscosity i.e 4,006 cP and the high of end of viscosity occurred 2,592 cP in genotype V4D2-1 (2) (A variant of genotype Adira 4-1), were correlated with high amylose content owned flour is 22.03 ± 0.25%. ABSTRAKPenelitian ini bertujuan untuk mengkarakterisasi dan mengevaluasi sifat fisikokimia 10 genotipe ubi kayu hasil pemuliaan team crop improvement ubi kayu Institut Pertanian Bogor (IPB). Karakterisasi fisikokimia dilakukan dengan cara melakukan analisis kadar air, abu, protein, lemak, karbohidrat, pasta (pasting properties), total pati, kadar amilosa, dan derajat putih. Dari hasil karakterisasi diperoleh bahwa setiap genotipe ubi kayu memiliki kandungan kimia dan sifat gelatinisasi yang berbeda-beda. Kadar air tertinggi dimiliki genotipe V4D0 (Genotipe Malang 4) 11,48 ± 0,12 % , kadar abu dan lemak tertinggi adalah genotipe (V5D2 (1) (Varian dari genotipe Malang 4-1) yaitu 1,83 % ± 0,02 dan 1,62 ± 0,93 % serta kadar protein tertinggi adalah V3D1 (1) (Varian UJ 5-1) 4,73 ± 0,19 %. Genotipe V1D1-1 (1) (Varian dari genotipe Jame-1) memiliki kadar amilosa tertinggi yaitu 23,33 ± 0,04 % sedangkan yang terendah dihasilkan oleh genotipe V2D1-1 (3) (Varian dari genotipe Ratim-1) yaitu 13,13 ± 0,48 %. Genotipe V2D1-1 (3) (Varian genotipe Ratim-1) memiliki viskositas puncak terendah yaitu 4.006 cP berkorelasi positif dengan kandungan amilosa paling rendah yang dimilikinya. Viskositas akhir yang tinggi terjadi pada genotipe V4D2-1(2) (Varian genotipe Adira 4-1) yaitu 2.592 cP yang berkorelasi dengan tingginya kandungan amilosa yang dimiliki tepung tersebut yaitu 22,03 ± 0,25 %.

Validasi Model Hidrologi SWAT di Daerah Tangkapan Air Waduk Mrica Lukman Hidayat; Putu Sudira; Sahid Susanto; Rachmad Jayadi
agriTECH Vol 36, No 4 (2016)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

Land cover index production has exceeded 80 % of the total area of the upstream catchment area of Mrica reservoirs, indicating the occurrence of land conversion. Elementary hydrological model, is predicted as an extrapolation tool that can help to understand the complexity of watershed management, including land conversion. Soil Water Assessment Tool (SWAT) is a physically based, deterministic, continuous, watershed-scale hydrologic models that was developed by the USDA Agricultural Research Service. SWAT was developed from numerous individual models within a period more than 30 years, and has been applied in several areas. The aim of this study was applying the SWAT on the upstream region of Mrica reservoirs. The method of the research was using the SWAT modeling procedure through a systems based on input output processes (IO). Output model was in the form of flow rate, validated by means of calibration and verification using statistical and graphical criteria on monthly scale. The results showed that their value of R2 = 0.61, NSE = 0.61, PBIAS = -0.61 % and MB = -0.25 for calibration, and R2 = 0.74, NSE = 0.73, PBIAS = -4.06 % and MB = -1.57for verification. The value of the statistical test showed that the model SWAT has good degree of precision and accuracy in watershed modeling. NSE values > 0.65 indicates that the SWAT model has an accuracy of very good degree. Several challenges in this watershed modelling are the availability and adequacy of data, the optimizationof parameters, time and computer resources. ABSTRAKIndeks Penutupan Lahan (IPL) produksi yang telah melebihi 80 % dari total luas kawasan Hulu Daerah Tangkapan Air (DTA) waduk Mrica, mengindikasikan telah terjadinya alih fungsi lahan. Model hidrologi elementer, dipandang sebagai alat ekstrapolasi yang dapat membantu untuk memahami kompleksitas pengelolaan kawasan Daerah Aliran Sungai (DAS), di antaranya alih fungsi lahan. Soil Water Assessment Tool (SWAT) adalah model hidrologi skala DAS berbasis fisik, deterministik, dan kontinyu yang dikembangkan oleh USDA (United States of Department of Agriculture) Agricultural Research Service. Model SWAT dikembangkan dari sejumlah model-model individu dalam periode lebih dari 30 tahun, dan telah diaplikasikan pada beragam wilayah, dalam rentang waktu yang cukup lebar. Penelitian ini bertujuan untuk mengaplikasikan model SWAT pada kawasan hulu DTA waduk Mrica. Metode yang digunakan yaitu menjalankan prosedur pemodelan SWAT melalui pendekatan sistem yaitu proses Input Output (IO). Luaran model berupa debit aliran, yang kemudian divalidasi dengan cara kalibrasi dan verifikasi menggunakan kriteria statistik dan grafis pada skala bulanan. Hasilnya menunjukkan bahwa nilai R2 = 0,61, NSE = 0,61, PBIAS = -0,61 % dan MB = -0,25 untuk kalibrasi, dan R2 = 0,74, NSE = 0,73, PBIAS = -4,6 % dan MB = -1,57 untuk verifikasi. Nilai uji statistik tersebut menunjukkan bahwa model SWAT mempunyai tingkat presisi dan akurasi yang baik dalam pemodelan DAS. Nilai NSE > 0,65 mengindikasikan bahwa model SWAT yang diaplikasikan mempunyai tingkat akurasi mencapai derajat sangat baik. Tantangan yang dihadapi dalam pemodelan DAS ini yaitu ketersediaan dan kecukupan data, optimasi parameter, waktu dan sumberdaya komputer.

Performansi Pendingin Termoelektrik Alat Transportasi Ikan Segar pada Berbagai Tegangan Tri Nugroho Widianto; Arif Rahman Hakim
agriTECH Vol 36, No 4 (2016)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

Thermoelectric performance test of refrigerated fish container at various voltages was conducted. Performance test aims to determine temperature of heat pipe, heat sink, room container and electric current requirements of thermoelectric refriferator at various voltages. Thermoelectric refrigerator composed of two pieces peltier elements, aluminiums bracket, fan, heat sink and heat pipe. Thermoelectric refrigerator was placed at the top of fish container. Various voltages used were 8 V, 10 V, and 12 V. Parameters measured were the amount of electric current through the thermoelectric, temperature of heat sink, heat pipe and room container. Room container temperature could be reached on 12, 10 and 8 V were 14, 16 and 17 °C respectively. Heat sink temperature on 12 V was -0.1 °C and temperature on 8 and 10 V were 3-4°C. Heat pipe temperature on 12 and 10 V reached 30-31 °C, while temperature on 8 V was 27 °C. The electric current requirements on 12, 10 and 8 V were 6.3, 4.8 and 3.8 A with energy requirements of refrigerated fish container were 75, 48 and 30 watt respectively. The cooling capacity of peltier module on 12 V was 12.5 W, while the cooling capacity on 10 and 8 V were 10.5 W respectively.ABSTRAKUji performansi pendingin termolektrik alat transportasi ikan segar pada berbagai tegangan telah dilakukan. Uji performansi dilakukan untuk mengetahui suhu heat pipe, heat sink serta ruang peti insulasi serta kebutuhan listrik sistem pendingin pada berbagai tegangan. Sistem pendingin termoelektrik tersusun dari dua buah elemen peltier, bracket alumunium, fan, heat sink dan heat pipe. Pendingin termoelektrik dipasang di bagian atas peti insulasi. Uji performansi dilakukan pada tegangan 8, 10 dan 12 V. Parameter yang diukur adalah jumlah arus listrik yang melalui sistem pengingin, suhu heat sink, heat pipe dan suhu ruang peti insulasi. Suhu ruang peti insulasi yang dicapai pada tegangan 12, 10 dan 8 V berturut-turut sebesar 14, 16 dan 17 °C. Suhu heat sink yang dicapai pada tegangan 12 V sebesar -0,1 °C, sedangkan pada tegangan 8 dan 10 V tidak jauh berbeda yaitu antara 3-4 °C. Suhu heat pipe yang dicapai pada tegangan 12 dan 10 V tidak jauh berbeda yaitu sekitar 30-31 °C, sedangkan pada 8 V sebesar 27 °C. Kebutuhan arus listrik sistem pendingin pada tegangan 12, 10 dan 8 V sebesar 6,3; 4,8 dan 3,8 A dengan kebutuhan energi berturut-turut 75, 48 dan 30 Watt. Nilai cooling capacity elemen peltier pada tegangan 12 V sebesar 12,5 W, sedangkan pada tegangan 10 dan 8 V sebesar 10,5 W.

Sistem Pendukung Keputusan Monitoring dan Peramalan Harga Beras Kabupaten Deli Serdang, Sumatera Utara Ferlando Jubelito Simanungkalit; Benika Naibaho
agriTECH Vol 38, No 2 (2018)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

The goal of this research was to design a Decision Support System (DSS) to monitor and forecast the price of rice. This system was designed to help the policy makers in decision making process to stabilize the rice price. The most fitted model base of the DSS forecasting method was selected by analyzing the architecture of Artificial Neural Network (ANN). The best fitted ANN architecture was selected based on the smallest value of Mean Square Error (MSE) and Mean Absolute Percentage Error (MAPE) in training, testing, and validation. The research was done using the monthly price of rice IR64 in District Deli Serdang, North Sumatera from January 2000 to December 2015. Decision support system developing phases was used to create the best match of ANN architecture for the model base of the DSS along with the database, the knowledge base, as well as the user interface. DSS was programmed using the PHP programming and was designed in a web base to facilitate the interaction between the DSS, the system's users, and the flow of data exchange. From 73 trials unit of the ANN architecture analysis, it has been obtained that an ANN 12-1-1, purelin activation function inside the hidden layer, purelin activation function inside the output layer, traingda training algorithm (gradient descent with adaptive learning rate) and the value of learning rate was 0,1 were the best match for developing the DSS forecasting method. Furthermore, the MSE and MAPE of the training, testing and validation in a row were 0.00128 and 3.57%; 0.0319 and 5.47%; 0.0052 and 2.51%. The validation results showed that the forecasting results that has been produced by the DSS has a 90 % accuracy. ABSTRAKSistem pendukung keputusan monitoring dan peramalan harga beras dirancang untuk memberikan prediksi harga masa depan dan dukungan keputusan bagi para pembuat kebijakan dalam melakukan stabilisasi harga beras. Tujuan penelitian ini adalah merancang prototipe Sistem Pendukung Keputusan (SPK) dengan terlebih dahulu menganalisis arsitektur Jaringan Saraf Tiruan (JST) yang paling sesuai untuk digunakan sebagai metode peramalan/subsistem model SPK. Kajian dilakukan dengan menggunakan data harga bulanan komoditas beras IR64 di Kabupaten Deli Serdang, Sumatera Utara bulan Januari 2000–Desember 2015. Arsitektur model JST terbaik dipilih berdasarkan pada nilai Mean Square Error (MSE) dan Mean Absolute Percentage Error (MAPE) terkecil dari hasil pelatihan, pengujian dan validasi. Arsitektur model JST terbaik kemudian dirancang menjadi subsistem model SPK bersamaan dengan basis data, komponen pengetahuan dan tampilan antarmuka menggunakan fase-fase perancangan sistem pendukung keputusan. SPK dirancang untuk digunakan berbasis web (web base) agar memudahkan interaksi dengan pengguna (user) dan arus pertukaran data. SPK diprogram menggunakan bahasa pemrograman PHP. Dari 73 percobaan analisis arsitektur model JST yang telah dilakukan, diperoleh satu arsitektur JST dengan performa peramalan terbaik yang digunakan sebagai metode peramalan dengan arsitektur 12-1-1, fungsi aktivasi purelin pada lapisan tersembunyi, fungsi aktivasi purelin pada lapisan output, algoritma pelatihan traingda (gradient descent with adaptive learning rate) dan nilai laju pembelajaran 0,1. Nilai MSE dan MAPE dari hasil pelatihan, pengujian dan validasi berturut-turut adalah 0,00128 dan 3,57%; 0,0319 dan 5,47%; 0,0052 dan 2,51%. Hasil validasi menunjukkan bahwa hasil peramalan yang dihasilkan oleh SPK memiliki tingkat akurasi 90%.

Penggunaan Tepung Glukomanan dari Umbi Gembili (Dioscorea esculenta L.) pada Pembuatan Es Krim Herlina Herlina; Miftahul Choiron; Bambang Herry Purnomo; Maharlika Pemuda Bhakti Nagara; Nita Kuswardhani
agriTECH Vol 38, No 4 (2018)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

ABSTRAK Penelitian ini bertujuan untuk mengetahui pengaruh penambahan tepung glukomanan dari umbi gembili terhadap karakteristik fisik, sensoris, dan memperoleh konsentrasi tepung glukomanan yang tepat pada pembuatan es krim sehingga dihasilkan es krim dengan sifat baik dan disukai panelis. Penelitian menggunakan rancangan acak lengkap (RAL) dengan faktor tunggal, yaitu variasi rasio tepung glukomanan dari umbi gembili (0%, 0,1%, 0,2%, 0,3%, dan 0,4%) dengan tiga kali ulangan pada masing-masing perlakuan. Hasil analisis menunjukkan bahwa penambahan tepung glukomanan dari umbi gembili pada berbagai konsentrasi berpengaruh nyata terhadap kecerahan warna (lightness (L)), tekstur, overrun, kecepatan meleleh es krim, serta sifat sensoris es krim yang terdiri dari warna, aroma, rasa, tekstur, dan kesukaan keseluruhan. Perlakuan terbaik es krim terdapat pada perlakuan penambahan tepung glukomanan 0,3% dengan rata-rata nilai efektivitas yaitu 0,80. Kata kunci: Umbi gembili, tepung glukomanan, es krim

Karakteristik Roti Bebas Gluten Berbahan Dasar Pati Ganyong Termodifikasi Parwiyanti Parwiyanti; Filli Pratama; Agus Wijaya; Nura Malahayati
agriTECH Vol 38, No 3 (2018)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

Modified canna starch by Heat Moisture Treatment (HMT) and xanthan gum (GX) showed had potential used in the formulation of gluten-free breads. This study aimed to explore the phyiscals and sensory caharacteristics of gluten-free breads from some types of modified canna starch. The main material was some types of modified canna starch. The study was applied Completely Randomized Design with one treatment factor of starches type (HMT-GX and HMT modified canna starches, natural canna starch with and without 1.5% of xanthan gum addition, corn starch, and wheat flour). While the characteristics of bread determined include: specific volume, color, texture, ratio between height and diameter of bread, and sensory. The results showed that the best treatment based on physical and sensory characteristics was produced using HMT-GX modified canna starch. The characteristics of gluten free bread produced have a specific volume of 2.85 ± 0.017 cm3/g, color (L *, a *, b * 75.13, +9.370; +29.40, respectively), texture of 109.03 ± 7.50 gf, bread high and diameter ratio of 0.74, hedonic score for taste, color, texture and aroma respectively 5.34; 5.46; 5.56, and 5.80 repectively (range of hedonic values from 1 = very dislike to 7 = very like).

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Home Page

OAI Link

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Contact Name Fiametta Ayu Purwandari

Contact Email fiametta@ugm.ac.id

Phone +6285712601130

Journal Mail Official agritech@ugm.ac.id

Editorial Address Faculty of Agricultural Technology, Universitas Gadjah Mada, Jl. Flora No. 1, Bulaksumur, Yogyakarta 55281, Indonesia

Location Kab. sleman, Daerah istimewa yogyakarta INDONESIA

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Contact Name
Fiametta Ayu Purwandari

Contact Email
fiametta@ugm.ac.id

Phone
+6285712601130

Journal Mail Official
agritech@ugm.ac.id

Editorial Address
Faculty of Agricultural Technology, Universitas Gadjah Mada, Jl. Flora No. 1, Bulaksumur, Yogyakarta 55281, Indonesia

Location
Kab. sleman,

Daerah istimewa yogyakarta

INDONESIA