• 한국전자통신학회논문지
• /
• 제18권6호
• /
• pp.1151-1156
• /
• 2023

본 논문은 초기 리튬이온 배터리의 충·방전 데이터를 활용하여 리튬이온 배터리의 잔존 수명을 예측할 수 있는 딥러닝 모델을 제시한다. PNP(Positive and Negative Perceptron) 모델을 사용하여 DMP(Deep learning Model using PNP model)를 구축하였으며, DMP의 성능을 증명하기 위해 LSTM 모델을 사용하여 DML(Deep learning Model using LSTM model)을 구성하였다. DMP와 DML의 리튬이온 배터리의 잔존 수명 예측 성능을 비교하며, 오차 측정 방법은 RMSE(Root Mean Square Error)와 RMSPE(Root Mean Square Percentage Error)이다. 시험 데이터로 오차를 측정한 결과 DMP와 DML의 RMSE 차이는 144.62[Cycle]이며, RMSPE 차이는 3.37[%]로 DMP의 오차가 낮게 측정되었다. 이를 통해 우리는 DMP의 성능이 높은 것으로 증명하였으며, 이는 리튬이온 배터리 분야에서 PNP 모델이 LSTM 모델보다 성능이 뛰어남을 나타내었다.

• 한국식품과학회지
• /
• 제5권1호
• /
• pp.49-54
• /
• 1973

방부제(防腐劑)와 감마선(線)을 병용(倂用)한 pork sausage 의 저장효과를 방부제(防腐劑) 잔존량적(殘存量的) 면(面)에서 비교 검토하기 위하여 저장 중 방부제잔존량(防腐劑殘存量)과 세균수(細菌數) 및 pH 를 저장온도별로 조사(調査)하여 다음과 같은 결론을 얻었다. 1) 조사(照射)직후 방부제(防腐劑) 잔존량(殘存量)은 조사선량(照射線量)에 비례하여 감소를 하였으며, AF-2에 비하여 K-SOA가 예민한 감수성(感受性)을 나타내었다(P<0.01). 2) 저장중 방부제(防腐劑) 잔존량(殘存量)은 선량(線量)의 증가와 저온저장(低溫貯藏)에서 잔존율(殘存率)이 높았으며 K-SOA 보다는 AF-2의 감소율이 적었다. 3) 세균수(細菌數)의 증가는 방부제(防腐劑)의 잔존율(殘存率)과 고도(高度)의 유의성(有意性)을 보여(P<0.01) 선량(線量)의 증가, 저온저장(低溫貯藏) 및 AF-2가 세균증식억제(細菌增殖抑制)에 주요(主要)한 역할을 했음이 인정되었다. 4) 방부제(防腐劑) 잔존량(殘存量)과 세균수(細菌數) 및 관능검사결과(官能檢査結果)와의 관계에서 0.50 Mrad 조사구(照射區)가 방부제(防腐劑) 잔존량(殘存量)이나 저장성(貯藏性)에서 가장 우월하였고 조사취(照射臭) 및 산패취(酸敗臭)를 전연 생성하지 않았으므로 적정선량(適正線量)으로 하였다. 5) 소세지 표면(表面)의 heme 계색소(系色素)에 대한 감마선(線) 조사(照射)의 영향은 거의 인정할 수 없었다.

• Computers and Concrete
• /
• 제10권1호
• /
• pp.59-78
• /
• 2012

Although the effect of corrosion of reinforcing bar on the shear behavior of the reinforced concrete (RC) beam had been simulated by tests of the beam with unbonded, half-exposed or whole-exposed tensile steel reinforcements as well as defective stirrup anchorages, theoretical methods to accurately predict remaining capacity of this kind of RC beams, especially shear capacity, are still lacking. Considering the possible position of the critical inclined crack, the actual pattern of strains in the concrete body within the partial length and the proposed compatibility condition of deformations of the RC beam, shear strength of the RC beam with unbonded or exposed tensile steel reinforcements and/or defective stirrup anchorages is predicted. Comparison between the model's predictions with the experimental results published in the literature shows the practicability of the proposed model. Influence of the length of unbonded or exposed tensile steel reinforcements and the percentage of stirrups lacked end anchorages on the shear strength of the RC beam is discussed. It is concluded that, the shear strength of the RC beam with unbonded or exposed tensile steel reinforcements and/or defective stirrup anchorages is greatly influenced by the length of unbonded or exposed tensile steel reinforcements and the percentage of stirrups lacked end anchorages, this influence can be adverse, insignificant or even favourable, dependent on the given parameters of the corresponding normal bonded RC beam.

• Asian Pacific Journal of Cancer Prevention
• /
• 제14권7호
• /
• pp.4067-4069
• /
• 2013

Background: The present study was undertaken to establish any correlation of elevated levels of CA19-9 with tumor stage or grade of urothelial carcinoma. Materials and Methods: This hospital based study was carried out in the Department of Biochemistry of Nepalese Army Institute of Health Sciences between $1^{st}$ July 2012 and $31^{st}$ December 2012. Approval for the study was obtained from the institutional research ethical committee. CA19-9 was assayed with an ELISA reader for all cases and expressed in U/ml with 37U/ml taken as the cut-off upper value for normal. Results: Out of 20 cases enrolled, 15 were of urothelial carcinoma and the remaining 5 were controls. There was marked difference between the mean values of CA19-9 in cases $40.2{\pm}19.3U/ml$ of urothelial carcinoma and controls $7.98{\pm}7.34U/ml$. The number of cases in Ta, TI, T2, T3, T4 stages of urothelial carcinoma were 2, 6, 3, 3, 1 respectively. The percentage rise in CA19-9 was less with low grade tumors (22.2%) when compared with high grade tumors (66.6%) (p value $0.001^*$). The percentage of rise in CA19-9 for muscle invasive tumors was very high when compared to superficial tumors. Similarly, the percentage of rise in CA19-9 for metastatic disease was very high when compared to non-metastatic disease and it was found statistically significant (p value $0.001^*$). Conclusion: Serum CA19-9 levels predicts the prognosis of urothelial carcinoma as it is almost invariably raised in tumors having metastatic spread.

• Asian-Australasian Journal of Animal Sciences
• /
• 제28권1호
• /
• pp.135-142
• /
• 2015

This study was conducted to evaluate the effect of inclusion of propolis extraction residue in the feed of broilers from 1 to 21 d of age on phagocytic activity of macrophages, cutaneous basophil hypersensitivity response to phytohemagglutinin, antibody production against Newcastle disease, lymphoid organ weight and hematological profile and to determine the optimal level of inclusion. 120 chicks, reared in metabolism cages until 21 days of age, were distributed in a completely randomized design, with five treatments (0%, 1%, 2%, 3%, and 4% of propolis residue) and six replications. The relative weight of thymus and monocyte percentage were affected by propolis residue, with a quadratic response (p<0.05) and lowest values estimated at 2.38% and 2.49%, respectively. Changes in relative weight of cloacal bursa and spleen, percentage of lymphocyte, heterophil, basophil, eosinophil, and heterophil:lymphocyte ratio, antibody production against Newcastle disease, phagocytic activity of macrophages and the average number of phagocytosed erythrocytes were not observed. The nitric oxide production with regard to positive control (macrophages+erythrocytes) decreased linearly (p<0.05) with increased doses of propolis residue. The remaining variables of nitric oxide production (negative control - macrophages, and difference between the controls) were not affected by propolis residue. The cutaneous basophil hypersensitivity response to phytohemagglutinin as determined by the increase in interdigital skin thickness exhibited a quadratic response (p<0.05), which predicted a lower reaction response at a dose of 2.60% of propolis residue and highest reaction response after 43.05 hours of phytohemagglutinin injection. The inclusion of 1% to 4% of propolis extraction residue in broiler diets from 1 to 21 days of age was not able to improve the immune parameters, despite the modest changes in the relative weight in thymus, blood monocyte percentage, nitric oxide concentration, and interdigital reaction to phytohemagglutinin.

• Journal of Periodontal and Implant Science
• /
• 제51권4호
• /
• pp.276-284
• /
• 2021

Purpose: The aim of this randomized clinical trial was to assess whether chemical cleansing using a sulfonic/sulfuric acid gel solution (HBX) as an adjunct to scaling and root planing (SRP) resulted in a decrease in residual plaque and calculus in deep periodontal pockets compared to SRP alone. Methods: Fifty-six patients with 56 hopeless posterior teeth, scheduled for extraction due to severe periodontitis, were enrolled in this study. Each tooth was randomly assigned to 1 of the 2 experimental procedures. The test teeth were subjected to the irrigation of the subgingival area with HBX for 2 minutes, followed by SRP with hand and ultrasonic instruments for 14 minutes, and then extracted. The control teeth received only mechanical instrumentation before extraction. Residual biofilm was evaluated on photographs and measured as total area and percentage of root surface covered by remaining plaque (RP) or calculus (RC) after treatment. Results: The initial pocket depth (PD) and total subgingival root surface area were similar between the 2 treatment groups. After treatment, the total subgingival root area covered by RP and RC was statistically significantly larger (P<0.001) in the control group than in the test group. The test teeth showed a lower percentage of RP, but a higher percentage of RC than the control teeth (both P<0.001). Complete calculus removal was achieved in 42% of the control teeth surfaces and in 25% of the test teeth surfaces for a PD of 4 mm. Conclusions: The additional chemical cleansing with HBX resulted in a statistically significant improvement in bacterial plaque removal during SRP of deep pockets, but it was not effective in reducing calculus deposits.

• Restorative Dentistry and Endodontics
• /
• 제48권3호
• /
• pp.25.1-25.13
• /
• 2023

Objectives: The purpose of this study was to evaluate the influence of endodontic access cavities design on the removal of calcium hydroxide medication of the apical third of mandibular incisor root canal walls and dentinal tubules with different cleaning protocols: EDDY sonic activation, Er,Cr:YSGG laser-activated irrigation, or conventional irrigation with IrriFlex. Materials and Methods: Seventy-eight extracted human mandibular incisors were assigned to 6 experimental groups (n = 13) according to the endodontic access cavity and cleaning protocol for calcium hydroxide removal: traditional access cavity (TradAC)/EDDY; ultraconservative access cavity performed in the incisal edge (UltraAC.Inc)/EDDY; TradAC/Er,Cr:YSGG; UltraAC. Inc/Er,Cr:YSGG; TradAC/IrriFlex; or UltraAC.Inc/IrriFlex. Confocal laser scanning microscopy images were used to measure the non-penetration percentage, maximum residual calcium hydroxide penetration depth, and penetration area at 2 and 4 mm from the apex. Data were statistically analyzed using Shapiro-Wilk and WRS2 package for 2-way comparison of non-normally distributed parameters (depth of penetration, area of penetration, and percentage of non-penetration) according to cavity and cleaning protocol with the significance level set at 5%. Results: The effect of cavity and cleaning protocol interactions on penetration depth, penetration area and non-penetration percentage was not found statistically significant at 2 and 4 mm levels (p > 0.05). Conclusions: The present study demonstrated that TradAC or UltraAC.Inc preparations with different cleaning protocols in extracted mandibular incisors did not influence the remaining calcium hydroxide at 2 and 4 mm from the apex.

• 환경위생공학
• /
• 제20권1호
• /
• pp.76-83
• /
• 2005

The process of reusing the treated water generated during this process and that of recovery of molybdenum from the excessive water were studied. The results were as follows. Molybdenum recollection 1. Reusing processing water generated after dissolving process on FL/20 type, the following were the remaining Mo.'s weights after the 1st, 2nd, 3rd, 4th, 5th, & 6th dissolutions respectively. 1) The result of measuring the quantity of Mo. in processing water(the 1st solving water) generated after the 1st dissolving Mo. process was $369g/\ell$ 2) The result of measuring the quantity of Mo. in processing water(the 2nd solving water) generated after the 1st dissolving Mo. process reusing the 1st solving water was $627.3g/\ell$ 3) The result of measuring the quantity of Mo. in processing water(the 3rd solving water) generated after the dissolving Mo. process reusing the 2nd solving water was $808.11g/\ell$ 4) The result of measuring the quantity of Mo. in processing water(the 4th solving water) generated after the dissolving Mo. process reusing the 3rd solving water was $934.68g/\ell$ 5) The result of measuring the quantity of Mo. in processing water(the 5th solving water) generated after the dissolving Mo. process reusing the 4th solving water was $1023.27g/\ell$ 6) The result of measuring the quantity of Mo. in processing water(the 6th solving water) generated after the dissolving Mo. process reusing the 5th solving water was $1085.29g/\ell$ 2. The followings were the results of recollectings Mo. in processing water respectively generated after dissolving Mo. to produce complete goods df FL/20 type filament. 1) the percentage of recollecting Mo. in the 1st solving water was $93.0\%$ 2) the percentage of recollecting Mo. in the 2nd solving water was $94.5\%$ 3) the percentage of recollecting Mo. in the 3rd solving water was $95.5\%$ 4) the percentage of recollecting Mo. in the 4th solving water was $96.0\%$ 5) the percentage of recollecting Mo. in the 5th solving water was $96.2\%$ 6) the percentage of recollecting Mo. in the 6th solving water was $96.4\%$ 3. The followings were the results of analyzing, with ICP, holding quantities of Mo. in the 6 processing waters to produce FL/20 type filament after passing a 3 staged solid-liquid separator through, dehydrating and drying for more than 3 hours in a dryer to recollect solving Mo. in them 1) the Mo. holding percentage in the 1st solving water was $76.6\%$ 2) the Mo. holding percentage in the 2nd solving water was $76.6\%$ 3) the Mo. holding percentage in the 3rd solving water was $76.6\%$ 4) the Mo. holding percentage in the 4th solving water was $76.6\%$ 5) the Mo. holding percentage in the 5th solving water was $76.6\%$ 6) the Mo. holding percentage in the 6th solving water was $76.6\%$ It was noted that with the number of times the recollecting Mo. percentage become higher, and in spite of much recollecting, without any large effect on the goods the solving water could be reused as the processing water. Because the collected Mo. holding percentages were more than $76\%$, it is considered they are very good one than Chinese Mo. ores with $50\%$ degrees of purity, worthy of recollecting Mo.

• 생물환경조절학회지
• /
• 제26권4호
• /
• pp.291-296
• /
• 2017

본 연구에서는 사과 '후지'/M9의 생육기간 중 조기낙엽 피해가 발생하였을 때 영향을 알아보기 위하여 인위적으로 적엽 처리하여 광합성과 탄수화물의 변화를 측정하였다. 눈의 재발아율은 대조구, 50% 처리구, 80% 처리구에서 각각 2.1%, 45.9%, 82.7%로 매우 유의한 차이를 나타냈다. 적엽처리 후 남은 잎의 자당(sucrose)와 전분 함량을 측정한 결과 모든 처리구에서 유의한 차이는 없었다. 또한 대조구와 50% 처리구에서는 총 유리당의 변화도 크지 않았다. 반면 80% 처리구에서 총 유리당과 sorbitol의 함량은 처리 후 14일동안 꾸준히 감소하였으며, 이것은 대조구에 비하여 높은 sink로서의 탄수화물요구가 일어난 것으로 추정된다. 뿌리에서의 전분 축적은 적엽처리 정도가 심할수록 감소하였으나 유의한 차이는 없었다. 광합성속도와 기공전도도는 80% 처리구에서 처리 후 14일동안 꾸준히 유의하게 증가하였다. 광합성 속도의 상승은 남아있는 source 잎에서의 삼투포텐셜이 증가하여 발생한 것으로 판단된다. 이는 적엽처리로 인하여 눈의 당년 2차 재발아에 필요한 sink의 탄수화물 요구가 갑작스럽게 일어나게 됨으로써 남아있는 잎에서 광합성이 증가한 것으로 추정된다.

• 한국한의학연구원논문집
• /
• 제13권3호
• /
• pp.53-67
• /
• 2007

Seoul Bochun Medical Clinic Examined Patient Table' is a statistical data that Kim Young-Boon [1882-1974] put together himself. A total of 59353 cases from 1914 to 1935 were classified according to year and month of examination, and gender. Of the cases 26497 (${\fallingdotseq}$45%) were women and the remaining 32856 (${\fallingdotseq}$55%) cases were men. The most frequent disease examined was cold, followed by diarrhea and stomachache. Of the 639 different kinds of diseases ever examined, 71 had occurred on more than 100 occasions. The percentage that these 71 diseases occupies is an overwhelming 88.75%.