• Title/Summary/Keyword: Heating process

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A Model of Four Seasons Mixed Heat Demand Prediction Neural Network for Improving Forecast Rate (예측율 제고를 위한 사계절 혼합형 열수요 예측 신경망 모델)

  • Choi, Seungho;Lee, Jaebok;Kim, Wonho;Hong, Junhee
    • Journal of Energy Engineering
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    • v.28 no.4
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    • pp.82-93
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    • 2019
  • In this study, a new model is proposed to improve the problem of the decline of predict rate of heat demand on a particular date, such as a public holiday for the conventional heat demand forecasting system. The proposed model was the Four Season Mixed Heat Demand Prediction Neural Network Model, which showed an increase in the forecast rate of heat demand, especially for each type of forecast date (weekday/weekend/holiday). The proposed model was selected through the following process. A model with an even error for each type of forecast date in a particular season is selected to form the entire forecast model. To avoid shortening learning time and excessive learning, after each of the four different models that were structurally simplified were learning and a model that showed optimal prediction error was selected through various combinations. The output of the model is the hourly 24-hour heat demand at the forecast date and the total is the daily total heat demand. These forecasts enable efficient heat supply planning and allow the selection and utilization of output values according to their purpose. For daily heat demand forecasts for the proposed model, the overall MAPE improved from 5.3~6.1% for individual models to 5.2% and the forecast for holiday heat demand greatly improved from 4.9~7.9% to 2.9%. The data in this study utilized 34 months of heat demand data from a specific apartment complex provided by the Korea District Heating Corp. (January 2015 to October 2017).

A bibliogrphical study of Sun (선(膳)의 문헌적 고찰)

  • Kim, Eun-Sil;Chun, Hee-Jung;Lee, Hyo-Gee
    • Journal of the Korean Society of Food Culture
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    • v.5 no.3
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    • pp.277-286
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    • 1990
  • Sun is the one of steaming cook and mainly boiled the main material of vegetables and etc. In this thesis, according to the kinds of sun was to analysis reference frequency to them the materials measuring unit of materials, the terms of working and the kitchen utensil by books published in korea from 1420 to 1987. 1. It was 18 kinds of sun in our traditional documents. 2. Materials were classified into the main-material, submaterials and seasionings. 3. There were 20 kinds of measuring units, of them 9 kinds were for volume, 6 kinds were for quantity and the rest measuring units were 5 kinds. 4. There were 12 kinds of kitchen utensil for cooking, they were mainly used a chaeban, chae, castle. 5. There were 18 kinds of cooking terms. The terms of them, 6 kinds were for heating methods, 12 kinds were for the cutting process.

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A Bibliographical Study of Tzeam Using the Fish, Vegetable and Etc (찜의 문헌적 고찰( II ) - 어패류.채소류 및 기타를 이용한 찜을 중심으로 -)

  • Kim, Eun-Sil;Chun, Hee-Jung;Lee, Hyo-Gee
    • Journal of the Korean Society of Food Culture
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    • v.5 no.1
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    • pp.77-99
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    • 1990
  • In this thesis, according to the kinds of tzeam in the main materials of fish, vegetable and etc was to analysis reference frequency to them the materials, the measuring unit of materials, the terms of cooking by 49 books published in Korea from 1670 to 1987. 1. It was 69 kinds of tzeam in the main materials of fish vegetables and etc. 2. Materials were classified into the main-materials, sub-materials, seasioning and decorations. 3. There were 42 kinds of measuring units, of them 16 kinds were for volume, 16 kinds were for quantity, 2 kinds were for length and the rest measuring units were 8 kinds. 4. There were 22 kinds of cooking terms. The terms of them, 15 kinds were for heating methods, 7 terms of them were for the cutting process.

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Processing Suitability of Canned Ark Shell (새고막의 통조림 가공 적성)

  • 배태진
    • The Korean Journal of Food And Nutrition
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    • v.11 no.2
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    • pp.237-242
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    • 1998
  • This study was carried out to process canned ark shell with highly quality by management of proper processing conditions for prevention of oxidation and discoloration by heating. Ark shell has hemoglobin as blood pigment in red blood shell which same as other cockles. Hemoglobin is easy to come oxidation and browning reaction, and it has large contents of carotenoid as meat pigment. Proximate compositions in ark shell were 76.9% of moisture, 18.1% of crude protein, 1.8% of crude lipid, 1.3% of carbohydrate and 1.6% of crude ash. And contents of carotenoid and hemoglobin were 0.67~1.02mg% and 0.98~1.64g/dl, respectively. When the living ark shell was soaked in 2% NaCl solutions, about 89% of mud was removed after 10 hours soaking, and over 91% was removed when the pH was adjusted to 7.5. Carotenoid pigment were prepared that extracted from ark shell by using acetone. And determined visible spectrum were two peak at 452nm and 687nm, and λmax were 452nm. During thermal treatment at 95$^{\circ}C$, 111$^{\circ}C$, 116$^{\circ}C$ and 121$^{\circ}C$ for 60 minutes, retention ratio of carotenoid were 71.8%, 66.8%, 64.4% and 36.5%, and after 120 minutes retention ratio were 56.6%, 30.6%, 30.3% and 17.2%, respectively. When heated at 95$^{\circ}C$, 111$^{\circ}C$, 116$^{\circ}C$ and 121$^{\circ}C$, formation of browning material were increased at high temperature and long time treatment.

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Conditions for Rapid Processing of Modified Fish Sauce using Enzymatic Hrdrolysis and Improvement of Product Quality 3. Fish Sauce from Whole Sardine and Its Quality. (효소분해법에 의한 개량어장유의 속성제조 및 품질에 관한 연구 3. 정어리 전어체를 이용한 어장유의 속성제조 및 품질)

  • BAE Tae-Jin;HAN Bong-Ho;CHO Hyun-Duk;KIM Byeong-Sam;LEE Hyun-Suk
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.23 no.5
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    • pp.361-372
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    • 1990
  • Processing conditions of whole sardine into modified fish sauce were investigated. Thawed and chopped sardine was homogenized and hydrolyzed using commercial proteolytic enzymes such as complex enzyme-2000($2.18{\cdot}10^4U/g solid$) and alcalase($1.94{\cdot}10^4\;U/g solid$) in a cylindrical vessel with 4 baffles and 6-bladed impeller. Optimal pH, enzyme concentration and temperature for the hydrolysis with complex enzyme-2000 were 7.0, $7\%$ (W/W) and $52^{\circ}C$, and-those with alcalase were 8.0, $6\%$ (W/W) and $60^{\circ}C$. In both cases, the reasonable amount of water for homogenization, agitation speed and hydrolyzing time were $100\%$ (W/W), 100 rpm and 210 minutes. Thermal treatment of the filtered hydrolysate at $90^{\circ}C$ for 2 hours with $6\%$ of invert sugar was adequated to inactivation of the enzymes and pasteurization of the hydrolysate. Flavor, taste and color of the hydrolysate were improved during the heating process in which the browning products might participate. The content of free amino nitrogen in the fish sauce seasoned with $15\%$ of table salt was ca. $1,640 mg\%$. Yield of the fish sauce based on the contents of proteinous and free amino nitrogen in the raw whole sardine was ca. $86\%$, and ca. $96\%$ of these compounds of the fish sauce was in the form of free amino nitrogen. The pH, salinity and histamine content of the fish sauce were $6.1\~6.3,\;14.2\~14.3\%$ and less than $10\;mg\%$.

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Comparative Study on Applicable Consolidants for Archival Objects of Copper Alloy (동합금 행정박물에 적용 가능한 표면강화처리제 비교 연구)

  • Park, Chang-Su;Cho, Hyun-Kyung;Cho, Nam-Chul;Kang, Dai-Ill
    • Journal of Conservation Science
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    • v.28 no.1
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    • pp.53-62
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    • 2012
  • The archival objects are tangible evidence related to the public service. They are unique and offer information representing the specific events, time or person. The archival objects as modern cultural heritage do not have the guideline to classify, manage and conserve them. Especially, it is difficult to apply general conservation process for burial artifacts, because there are few study example of conservation for metal archival objects and they have complex administrative value. We tried to find suitable material and application method for consolidation of copper alloy archival object. We choose three kinds of wax and acrylic resin for burial artifacts and had done comparative analysis of their characterizations following kinds and coating methods. As a result of evaluation by several surface analysis such as optical microscope, measuring film thickness, adhesive strength, contact angle and yellowing test, acrylic resin can use to archival objects of copper alloy, effectively but the method of heating after dip-coating with Wax B used before can get best effect of consolidation.

Studies on Physicochemical and Biological Properties of Depolymerized Alginate from Sea tangle, Laminaria japonicus by Thermal Decomposition 8. Effects of Depolymerized Alginate on Serum Lipid Composition and Its Single-Dose Toxicity yin Oral Route in Rats (다시마 (Laminaria japonicus) Alginate의 가열가수분해에 따른 물리$\cdot$화학적 및 생물학적 특성에 관한 연구 8. 저분자 Alginate투여에 의한 랫드의 혈청지질의 성분 변화 및 경구급성독성 실험)

  • KIM Yuck-Yong;CHO Young-Je
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.34 no.3
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    • pp.173-178
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    • 2001
  • This study was performed to know the hypocholesterolemic effect of depolymerized alginate obtained by hydrolysis of alginate through a heating process at $121^{\circ}C$. The changes of total cholesterol, HDL-cholesterol, LDL-cholesterol, triglycerides and phospholipid levels in serum, as well as the atherogenic index were elucidated in rats for 35 days. In order to evaluate single-dose toxicity of HAG-50 in rats via oral routes, induction any mortalities and abnormal signs in clinical finding, body weight, gross findings and histopathological finding, and estimation of $LD_{50}$ were elucidated. Total cholesterol, HDL-cholesterol, LDL-cholesterol, triglycerides and phospholipid levels in the serum significantly decreased and resulted in the decrease of atherogenic index in rats fed diets containing $5\%\;and\;10\%$ HAG-50 (p<0.01). HAG-50 did not induce any mortalities and abnormal signs in clinical findings, body weights, gross findings and histopathological findings in single-dose toxicity test via oral routes of rats, after which it was impossible to estimate $LD_{50}$ values.

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Study on the Pyrolysis Kinetics of Deasphalted Oil Using Thermogravimetric Analysis (열중량 분석법을 이용한 Deasphalted Oil의 열분해 특성 분석)

  • Shin, Sang Cheol;Lee, Jung Moo;Lee, Ki Bong;Jeon, Sang Goo;Na, Jeong Geol;Nho, Nam Sun
    • Korean Chemical Engineering Research
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    • v.50 no.3
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    • pp.391-397
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    • 2012
  • The depletion of conventional oil reserves and the increasing energy need in developing countries such as China and India result in exceeding oil demand over supply. As a solution of the problem, the efficient utilization of heavy oil has been receiving more and more interest. In order to utilize heavy oil, upgrading processes are required. Among the upgrading processes, thermal decomposition is thought to be relatively simple and economical. In this study, to understand basic characteristics of thermal decomposition of heavy oil, we conducted pyrolysis experiments of deasphalted oil (DAO) produced by a solvent deasphalting process. DAO is a mixture of many components and consists mainly of materials of carbon number 20~40. For the comparison with results of DAO pyrolysis, additional pyrolysis experiments with single materials of carbon number 30 ($C_{30}H_{62}$, $C_{30}H_{58}O_4S$, $C_{30}H_{63}O_3P$) were conducted. Pyrolysis experiments were carried out non-isothermally with variation of heating rate (10, 50, $100^{\circ}C$/min) in a thermogravimetric analyzer. Average pyrolysis activation energy determined by using Arrhenius method, Ingraham and Marrier method, and Coats and Redfern method was 72~99 kJ/mol. In the activation energy calculated by Ozawa-Flynn-Wall method, DAO had wider variation than other single materials.

Suitability evaluation of magnesium substituted biphasic calcium phosphates prepared by coprecipitation method (공침법을 이용한 마그네슘이 첨가된 biphasic calcium phosphate의 적합성 평가)

  • Lee, Hyoung-Sin;Kim, Tae-Wan;Kim, Dong-Hyun;Park, Hong-Chae;Yoon, Seog-Young
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.20 no.5
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    • pp.237-242
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    • 2010
  • Magnesium-substituted BCP (biphasic calcium phosphate) powders were prepared by incorporating small amounts of magnesium into the structure of different hydroxyapatite (HAp)/${\beta}$-tricalcium phosphate (${\beta}$-TCP) ratios through coprecipitation method. A series of magnesium substitutions ranging from 0, 0.5, and 1.0 wt%, which are comparable to the measured magnesium contents, were performed. The obtained powders were characterized by the following analytical techniques: X-ray diffraction analysis (XRD), Thermo Gravimetric Analyzer (TGA) and Fourier transform infrared spectroscopy (FT-IR). The results have shown that substitution of magnesium in the calcium-deficient apatites resulted in the formation of biphasic mixtures of different HAP/${\beta}$-TCP ratios after heating above $1000^{\circ}C$. The 1.0 wt% magnesiumsubstituted-BCP were soaked in Hank's solutions after 2 weeks to observe the morphology of the biocement, especially needle-like hydroxyapatite crystals and to estimate the length and diameter of nanoneedle crystals.

Characterization of Silica Sol Particle Prepared by Sol-Gel Reaction from Sodium Silicate Solution (소디움실리케이트 수용액(水溶液)으로부터 솔-젤 반응(反應)에 의해 제조(製造)된 실리카 솔 입자특성(粒子特性) 고찰(考察))

  • Kim, Chul-Joo;Kim, Sung-Don;Jang, Hee-Dong;Yoon, Ho-Sung
    • Resources Recycling
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    • v.18 no.6
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    • pp.30-37
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    • 2009
  • Silica sol was prepared from the mixture of sodium silicate solution and oxidized silicate solution in which sodium had been removed by sol-gel process. The properties of sodium silicate solution and silicate solution thus prepared were characterized by yellow silicomolydate method. Moreover, the formation and growth of silica sol from sodium silicate solution was investigated. Sodium silicate solution with 2% of $SiO_2$ contains 95% of reactive silicate, and 50% of reactive silicate participates sol-gel reaction. From the results of FT-IR analysis, it was found that the intensity of silanol bond decreased and the intensity of siloxane bond increased with increasing reaction temperature. Zeta potential of silica sol prepared at each condition was -40~-60 mV and it could be known that silica sol in this study was well dispersed. The silica sol with 5~10 nm size could be prepared by heating the mixed solution of sodium silicate and silicate solution. And the silica sol grew into about 20 nm as silicate solution was added to silica sol solution.