• Title/Summary/Keyword: Value-Added Processing

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A Research on the Energy Data Analysis using Machine Learning (머신러닝 기법을 활용한 에너지 데이터 분석에 관한 연구)

  • Kim, Dongjoo;Kwon, Seongchul;Moon, Jonghui;Sim, Gido;Bae, Moonsung
    • KEPCO Journal on Electric Power and Energy
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    • v.7 no.2
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    • pp.301-307
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    • 2021
  • After the spread of the data collection devices such as smart meters, energy data is increasingly collected in a variety of ways, and its importance continues to grow. However, due to technical or practical limitations, errors such as missing or outliers in the data occur during data collection process. Especially in the case of customer-related data, billing problems may occur, so energy companies are conducting various research to process such data. In addition, efforts are being made to create added value from data, which makes it difficult to provide such services unless reliability of data is guaranteed. In order to solve these challenges, this research analyzes prior research related to bad data processing specifically in the energy field, and propose new missing value processing methods to improve the reliability and field utilization of energy data.

Improvement Strategies of Agro-Value Chain for Agricultural Development in Developing Countries: The Case of Cambodia (개도국 농업발전을 위한 농산물 가치사슬 개선 전략: 캄보디아 사례를 중심으로)

  • Kim, Dong-Hwan
    • Journal of Distribution Science
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    • v.14 no.4
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    • pp.127-134
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    • 2016
  • Purpose - Value chain in agriculture refers to direct and indirect activities related to value-added process from raw materials to final products in agricultural industries. In recent years, value chain analysis has become more important in the area of agricultural development. This article reviews the concept and importance of value chain analysis in the context of agricultural development and attempts to suggest improvement strategies. Research design, data, methodology - A literature survey was conducted for value chain analysis for agricultural development. The case of agro-value chain in Cambodia was deeply analyzed based upon interviews with government officers and related experts. Results - It seems that agro-value chain in developing countries are not well developed and does not carry out appropriate functions, compared to developed countries. Because value adding facilities, such as storage, processing and packing plants, milling plants, and etc. are not sufficiently constructed, the quality of agricultural products is low. Especially developing countries may loose opportunities to increase value of their product by exporting their agricultural products as raw materials to neighboring countries. Value adding process is also mainly controlled by traders in local markets or wholesale markets in urban areas. Farmers therefore can get lower share of final value of agricultural products compared to the shares paid to traders. Lastly it is argued that governments of developing countries do not play an active role in developing value chains and do not carry out coordinating functions in an effective and efficient manner. Conclusions - The first step to improve agro-value chain in developing countries is to identify and analyze value chain structure of agricultural products and to make development strategies and implementation programs. For improving value chain of agricultural products in developing countries, it is required to provide not only plans for constructing hardwares, such as wholesale markets, storage facilities, processing and packing plants, and etc., but also plans for improving softwares, such as measures for improving product quality and safety, setting up grade and standard, providing market information, and nurturing producer cooperatives.

Antioxidant Activity and Quality Characteristics of Rice cookies Prepared with Maca (Lepidium Meyenii) Powder (마카 분말을 첨가한 쌀쿠키의 항산화 활성과 품질 특성)

  • Kim, Jin-Seong;Choi, Jin-Hee
    • Journal of the Korean Society of Food Culture
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    • v.36 no.4
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    • pp.382-391
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    • 2021
  • This study was conducted to find out the bakery processing suitability of maca and to develop rice-based processed foods. We investigated the antioxidant activity and physicochemical properties of rice cookies prepared with the addition of maca (Lepidium meyenii) powder (1%, 2%, 3%, and 4% of the total materials). We observed an increase in the total polyphenol and flavonoid content, and DPPH-ABTS+ radical scavenging activity of the rice cookies as the proportion of added maca powder increased (p<0.05). The quality characteristics such as the "a" value, "b" value, and the hardness of the cookies increased with an increase in the proportion of maca powder (p<0.05) in the cookie, whereas the moisture content, pH of the dough, spread ratio, loss rate, leavening rate, and "L" values showed a significant decrease (p<0.05). In the sensory evaluation results, consumer acceptability showed a significantly higher value in the 2% maca cookie group (p<0.05), and the characteristic intensity rating (color, flavor, bitterness) increased as the proportion of maca added to the cookie increased (p<0.05). Therefore, this suggests that adding 2% maca powder as the functional ingredient in rice cookies can result in rice bakery products with excellent qualities.

Quality Characteristics of Salad Dressing Added with Mulberry Fruit Juice from Different Breeds (품종을 달리한 오디즙 첨가 샐러드 드레싱의 품질특성)

  • Lee, Jeong-Ae
    • Culinary science and hospitality research
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    • v.18 no.2
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    • pp.216-227
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    • 2012
  • In this study, mulberry fruit juice was added with a salad dressing to compare and analyze the effect of different amounts of mulberry fruit juice(0, 10, 20, and 30%) and different breeds($Cheongilppong$ $and$ $Gwasang$ $2$) on the physicochemical qualities of salad dressing. As incresing of mulberry fruit juice added to, pH of the dressing decrease. Among the examined groups, $Gwasang$ $2$ were better than the others. Viscosity and sweetness of the dressing increased by the amount of mulberry fruit juice were added. DPPH radical scavenging activity of the control group was 15.60% while mulberry fruit juice salad dressing ranged from 19.73-50.83%. DPPH radical scavenging activity of $Gwasang$ $2$ group were higher than that of $Cheongilppong$ group. Color L and b value decreased as the amount of mulberry fruit juice added more, too value increase. The sensory property results showed that the salad dressing with 30% mulberry fruit juice was rated best. It was also preferred most. These results suggest 30% of mulberry fruit juice with $Gwasang$ $2$ are the best substitution ratio for salad dressing.

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Quality Characteristics of French Bread with Various Dietary Fibers (다양한 식이섬유를 첨가한 프렌치브레드의 품질 특성)

  • Shin, Mal-Shick;Lee, Hyun-Ju
    • Korean journal of food and cookery science
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    • v.22 no.4 s.94
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    • pp.477-487
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    • 2006
  • The quality characteristics of dough and French breads containing dietary fibers, which were resistant starches (RS3 and RS4 types) and commercial non-starch polysaccharides (cellulose, pectin and chitosan), were investigated. The pH of the dough containing all dietary fiber except pectin was greater than that of control and was increased with increasing addition level. There was no correlation between pH and the expansion ratio of dough. As the level of added dietary fibers became high, the bread baking loss decreased, and the order of specific bread volume was 5% cellulose < 5% pectin < control bread, with no significant difference in specific volume. When a high level of dietary fibers was added to wheat flour, a complex phase appeared due to the formation between the network structure of additives and wheat gluten, and starch granules were heavily masted by the increased development of gluten-network matrix after the first fermentation like a wide spread net. Comparing the colorimetric changes of breads with the same added ratio (10%) of dietary fibers, the cellulose and RS4 addition breads had lower levels and the pectin-added bread had the highest value in the redness, while the chitosan-added bread had the highest value in the yellowness. Breads with a high level of dietary fibers showed increased hardness, gumminess, and brittleness and decreased springiness and cohesiveness. By sensory data, breads with 5% NSP and 10% RS addition showed high overall acceptability, with higher sensory RS score, compared to NSP addition. In conclusion, it was suggested that bread with lower than 10% RS or 5% NSP addition based on the amount of wheat flour, was acceptable with no considerable change in preference/overall quality and processing in bread-making.

Processing and Characteristics of Canned Roasted Oyster Crassostrea gigas Added with Tomato Sauce and Tomato Paste Sauce (토마토소스 및 토마토페이스트소스 첨가 구운굴(Crassostrea gigas)통조림의 제조 및 품질특성)

  • Park, Jun-Seok;Park, Du-Hyun;Kong, Cheong-Sik;Lee, Yeong-Man;Lee, Jae-Dong;Park, Jin-Hyo;Kim, Jeong-Gyun
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.51 no.6
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    • pp.647-655
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    • 2018
  • This study collected basic data on two types of canned roasted oyster Crassostrea gigas. Oysters Crassostrea gigas were immersed at $105^{\circ}C$ for 6 min and then washed and dehydrated before pre-drying. Roasted oysters were prepared by baking boiled oysters at $140^{\circ}C$ for 20 min. The canned roasted oyster added with tomato sauce was prepared as follows. An aluminum can was filled with 50 g of roasted oyster and 40 g of mixed seasoning sauce, degassed at $90^{\circ}C$ for 3 min and vacuum-sealed using a double seamer under a 20 cmHg vacuum. The canned roasted oyster added with tomato paste sauce was prepared similarly by adding the same amount of tomato paste sauce instead of tomato sauce. Microbial growth, appearance, proximate composition, pH, volatile basic nitrogen (VBN), thiobarbituric acid (TBA) value, amino-N, salinity, color value, texture, free and total amino acids, and minerals were measured in the two products. A sensory evaluation indicated that the canned roasted oyster added with tomato paste sauce had preferable characteristics over the canned roasted oyster sauce added with tomato sauce.

Discrete Wavelet Transform and a Singular Value Decomposition Technique for Watermarking Based on an Adaptive Fuzzy Inference System

  • Lalani, Salima;Doye, D.D.
    • Journal of Information Processing Systems
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    • v.13 no.2
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    • pp.340-347
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    • 2017
  • A watermark is a signal added to the original signal in order to preserve the copyright of the owner of the digital content. The basic challenge for designing a watermarking system is a dilemma between transparency and robustness. If we want a higher rate of transparency, there has to be a compromise in terms of its robustness and vice versa. Also, until now, watermarking is generalized, resulting in the need for a specialized algorithm to work for a specialized image processing application domain. Our proposed technique takes into consideration the image characteristics for watermark insertion and it optimizes transparency and robustness. It achieved a 99.98% retrieval efficiency for an image blurring attack and counterfeits other attacks. Our proposed technique counterfeits almost all of the image processing attacks.

Trusted Certificate Validation Scheme for Open LBS Application Based on XML Web Services

  • Moon, Ki-Young;Park, Nam-Je;Chung, Kyo-Il;Sohn, Sung-Won;Ryou, Jae-Cheol
    • Journal of Information Processing Systems
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    • v.1 no.1 s.1
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    • pp.86-95
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    • 2005
  • Location-based services or LBS refer to value-added service by processing information utilizing mobile user location. With the rapidly increasing wireless Internet subscribers and world LBS market, the various location based applications are introduced such as buddy finder, proximity and security services. As the killer application of the wireless Internet, the LBS have reconsidered technology about location determination technology, LBS middleware server for various application, and diverse contents processing technology. However, there are fears that this new wealth of personal location information will lead to new security risks, to the invasion of the privacy of people and organizations. This paper describes a novel security approach on open LBS service to validate certificate based on current LBS platform environment using XKMS (XML Key Management Specification) and SAML (Security Assertion Markup Language), XACML (extensible Access Control Markup Language) in XML security mechanism.

Beneficial Effects of Traditional Seasonings on Quality Characteristics of Fermented Sausages

  • Seong, Pil-Nam;Seo, Hyun-Woo;Kang, Sun-Moon;Kim, Yoon-Seok;Cho, Soo-Hyun;Kim, Jin-Hyoung;Hoa, Van-Ba
    • Asian-Australasian Journal of Animal Sciences
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    • v.29 no.8
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    • pp.1173-1180
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    • 2016
  • Though traditional seasonings are widely used in many dishes, however, no attention has been paid to the investigation of their effects on quality characteristics of food products. The present investigation was undertaken to study the effects of incorporating several traditional seasonings including doenjang (fermented soybean paste), gochu-jang (red pepper paste), fresh medium-hot, and hot peppers, and fresh garlic on the lipid oxidation, cholesterol content and sensory characteristics of fermented sausages. Six fermented sausage treatments (5 with 1% (w/w) each test seasoning and 1 without added test seasoning (control) were prepared. The addition of seasonings generally had beneficial effects on the improvement of fermented sausage's quality however the effects differed depending on the each type of seasonings added. Significant lower pH values were found in all fermented sausages made with the seasonings while, lower levels of lipid oxidation were found in the treatments with hot peppers and garlic as compared with the control (p<0.05). The treatment with seasonings did not cause color or texture defects in the products whereas the sausages made with gochu-jang had significantly higher Commission International de $l^{\prime}Eclairagea^{\ast}$ (redness) value in comparison with the control. Noticeably, incorporating doenjang, medium-hot peppers, hot peppers and garlic resulted in reduction of 26.50, 32.54, 47.04, and 48.54 mg cholesterol/100 g samples, respectively (p<0.05). Higher scores for the sensory traits such as aroma, taste, color and acceptability were also given for the sausages made with seasonings. The current work demonstrates that the test seasonings represent potentially natural ingredients to be used for producing healthier fermented sausages.

A Study on The Operational Efficiency of APC (산지유통센터(APC)의 운영효율성에 관한 연구)

  • Kim, Sung-Eun;Kim, Jin-Suk
    • Journal of agriculture & life science
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    • v.45 no.5
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    • pp.127-143
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    • 2011
  • Assessment of APC has focused on large size, specialization, and structuralization based on business performance. In the future, first, it should be complemented to have correlation with management efficiency. Second, because of the rate of weight for each index, it is necessary to develop a specific index or adjust allotting of marks so that there can be correlation between indexes. Third, since APCs have high values in the composite assessment and low values in the sales amount, it is necessary to develop various kinds of indexes, including the index to evaluate processing value-added, that of customer satisfaction with assessment, and that of customer relationship maintenance performance through introduction of a customer relationship management system (CRM), in pursuit of balance. Lastly, the results of this study are expected to be able to help make APCs efficient in relation to integration of production organizations so that they will convert and develop into a basic product processing center in coping with changes in internal and external environment of agricultural marketing.