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황현진(Hyunjin Hwang),송시몬(Simon Song) 대한기계학회 2008 대한기계학회 춘추학술대회 Vol.2008 No.11
Polydiacetylenes (PDAs) are very attractive chemical substances which have distinctive features of color change and fluorescence emission by thermal or chemical stress. Especially, when PDAs contact with solutions of a particular pH, such as a strong alkaline sodium hydroxide (NaOH) solution or a strong acidic hydrogen chloride (HCl) solution, PDAs change their color from non-fluorescent blue to fluorescent red. In this study, we propose a novel method to detect alkaline pH using PDAs and NaOH solutions by hydrodynamic focusing on a microfluidic chip. Preliminary results indicate that the fluorescent intensity of PDAs increases in respond to the NaOH solution concentrations. Also, the fluorescence is quenched back when the PDAs are in contact with a HCl solution. These results are useful in a microfluidic PDA sensor chip design for pH detection.
통영-거제 연안 어류 양식장 표층 퇴적물 중 유기물 및 중금속 오염 평가
황동운,황현진,이가람,김선영,박소현,윤상필,Hwang, Dong-Woon,Hwang, Hyunjin,Lee, Garam,Kim, Sunyoung,Park, Sohyun,Yoon, Sang-Pil 해양환경안전학회 2021 해양환경안전학회지 Vol.27 No.4
어류 양식장 퇴적물 중 유기물과 중금속의 오염상태를 파악하기 위하여 통영-거제 연안 어류 양식장 퇴적물 중 총유기탄소(TOC), 총질소(TN), 중금속(As, Cd, Cr, Cu, Fe, Hg, Mn, Pb, Zn)을 조사하였다. 양식장 퇴적물 중 TOC와 TN의 평균농도는 각각 22.7 mg/g과 3.4 mg/g로 남해안의 반폐쇄적인 내만보다 높았다. 퇴적물 중 중금속의 평균농도는 비소(As) 10.5 mg/kg, 카드뮴(Cd) 0.37 mg/kg, 크롬(Cr) 82.9 mg/kg, 구리(Cu) 127 mg/kg, 철(Fe) 4.19 %, 수은(Hg) 0.041 mg/kg, 망간(Mn) 596 mg/kg, 납(Pb) 39.5 mg/kg, 아연(Zn) 175 mg/kg였으며, 이중 Cd, Cu의 농도는 인접한 남동해 연안의 패류양식해역보다 3배 이상 높았다. 퇴적물 기준을 이용한 오염평가 결과, 대부분의 어류 양식장에서 TOC와 중금속 중 Cu 농도가 기준을 초과하는 것으로 나타났다. 또한, 전체 중금속 농도를 고려한 오염부하량지수(PLI)와 생태계위해 도지수(ERI) 결과는 일부 어류 양식장 퇴적물이 저서생물에 극심한 부정적인 생태 영향을 줄 수 있는 상태(disastrous risk)인 것으로 파악되었다. 따라서, 어류 양식장 퇴적물은 유기물 및 일부 중금속에 의한 오염된 상태를 보이고 있어, 양식장 퇴적환경을 개선하고 퇴적물내 유기물 및 중금속의 주된 오염원을 파악하는 한편 오염부하량을 저감하는 종합적인 관리대책이 필요하다. To understand the status of organic matter and heavy metal pollution in surface sediment of a fish farming area, we have measured the concentrations of total organic carbon (TOC), total nitrogen (TN), and heavy metals (As, Cd, Cr, Cu, Fe, Hg, Mn, Pb, and Zn) in surface sediments of a fish farming area near Tongyoung-Geoje coast. The mean concentrations of TOC and TN were 22.7 mg/g and 3.4 mg/g, respectively, and were much higher than those in surface sediments of a semi-enclosed bay in the southern coast of Korea. The mean concentrations of As, Cd, Cr, Cu, Fe, Hg, Mn, Pb, and Zn were 10.5 mg/kg, 0.37 mg/kg, 82.9 mg/kg, 127 mg/kg, 4.19%, 0.041 mg/kg, 596 mg/kg, 39.5 mg/kg, and 175 mg/kg, respectively, and the mean concentrations of Cd and Cu were three times higher than those in surface sediments of shellfish farming area in the southeastern coast of Korea. In addition, the concentrations of TOC and corrected Cu exceeded the values of sediment quality guidelines applied in Korea, and pollution load index (PLI) and ecological risk index (ERI) showed that the metal concentrations in the sediments of some fish farming area have a strongly negative ecological impact on benthic organisms, although most metal concentrations did not exceed the sediment quality guidelines. Based on overall assessment results, the surface sediments of fish farming areas in the study region are polluted with organic matter and some heavy metals. Thus, a comprehensive management plan is necessary to improve the sedimentary environments, identify primary contamination sources, and reduce the input of pollution load for organic matter and heavy metals in the sediments of fish farming areas.
진해만 양식어장 주변 표층 퇴적물 중 미량금속의 분포 특성 및 오염 평가
최태준,권정노,이가람,황현진,김영숙,임재현,Choi, Tae-Jun,Kwon, Jung-No,Lee, Garam,Hwang, Hyunjin,Kim, Youngsug,Lim, Jae-Hyun 해양환경안전학회 2015 해양환경안전학회지 Vol.21 No.4
2013년 8월 진해만을 대상으로 표층 퇴적물을 채취하여 미량금속(As, Cd, Co, Cr, Cu, Fe, Hg, Mn, Pb, Zn)의 분포를 살펴보고, 오염도를 분석하였다. 미량금속의 평균농도는 As 11.1 mg/kg, Cd 0.52 mg/kg, Co 14.1 mg/kg, Cr 69.8 mg/kg, Cu 57.2 mg/kg, Fe 3.7 %, Hg 0.064 mg/kg, Mn 600 mg/kg, Pb 40.1 mg/kg, Zn 167.2 mg/kg 의 범위로 조사되었다. 미량금속 중 As, Co, Cr, Fe의 농도는 만 전반적으로 균일한 분포를 보였다. 반면, Cd, Hg, Pb, Zn는 마산만을 포함한 진해만의 북쪽 해역, Cu는 진해만 남동쪽의 고현만, Mn은 거제도 북쪽과 마산만 남쪽을 잇는 만 동쪽방면의 외해로 열린 해역에서 국지적으로 높은 농도를 나타냈다. 각 미량금속의 공간적 분포, 퇴적물 입도 및 미량금속 간의 상관관계와 요인분석 결과 등을 종합적으로 검토해봤을 때, Co, Cr, Fe는 퇴적물의 입도, Mn은 퇴적물의 산화환원 상태, 그리고 As, Cd, Cu, Hg, Pb, Zn은 만 주변의 오염활동으로 인한 미량금속 공급에 따라 분포가 지배되는 것으로 파악되었다. 미량금속 중 As, Cd, Cr, Hg, Pb의 농도를 국내 해양 퇴적물 환경기준인 주의기준(TEL), 관리기준(PEL)과 비교 시, Cd, Hg, Pb의 농도가 만의 북쪽인 마산만 주변에서 주의기준을 초과하였다. 각 미량금속의 농축계수 및 농집지수를 계산한 결과, As, Cd, Cu, Hg, Mn, Pb, Zn가 일부 해역에서 인위적 오염을 보였다. 이 중 As, Mn, Zn은 우려할만한 수준의 오염을 보이진 않았으나, 마산만을 포함한 만 북쪽에서는 Cd, Hg, Pb, 만 남동쪽 가장 안쪽의 고현만에서는 Cu로 인한 오염 수준이 비교적 높게 나타나 해당 원소의 농축에 대해 주의가 필요할 것으로 판단된다. Trace metals(As, Cd, Co, Cr, Cu, Fe, Hg, Mn, Pb and Zn) concentrations in surface sediments of Jinhae bay in August of 2013 were measured to investigate the characteristics of trace metals distribution and to evaluate the metal pollution. Assessment for metal pollution was carried out using the sediment quality guidelines(SQGs) such as threshold effects level(TEL) and probable effects level(PEL) proposed by the ministry of onceans and fisheries(MOF) in Korea and geochemical assessment techniques(enrichment factor(EF) and geoaccumulation index ($I_{geo}$)). The mean concentration of trace metals in the sediments are as follows: 11.1 mg/kg for As, 0.52 mg/kg for Cd, 14.1 mg/kg for Co, 69.8 mg/kg for Cr, 57.2 mg/kg for Cu, 3.7 % for Fe, 0.064 mg/kg for Hg, 600 mg/kg for Mn, 40.1 mg/kg for Pb, 167.2 mg/kg for Zn. The spatial distributions of As, Co, Cr and Fe were not distinguished clearly in whole area. However, Cd, Hg, Pb and Zn were high in northern area of bay, and Cu and Mn were high in southeastern and eastern area of bay, respectively. The distribution pattern of trace metals, correlation matrix and R-mode factor analyses results revealed that the distribution of trace metals were mainly effected by the sediment grain size(Co, Cr and Fe), redox condition of sediments(Mn) and anthropogenic factors(As, Cd, Cu, Hg, Pb and Zn). Comparing the concentrations of several trace metals(As, Cd, Cr, Hg and Pb) with SQGs from Korea(TEL and PEL), the concentrations of Hg, Cd and Pb in sediment of northern area of bay were higher than TEL. EF and $I_{geo}$ values of As, Cd, Cu, Hg, Mn, Pb and Zn showed that these metals in sediments are enriched by anthropogenic activities in some areas, and pollution status for Cd, Hg and Pb in northern area and Cu in southeastern area of bay were concerned about current level, although those for As, Mn and Zn were not.
Supervised learning에 기반한 돼지 발성음 분류에 관한 연구
민경진(KyoungJin Min),이혁재(HyeokJae Lee),황현진(HyunJin Hwang),이상엽(SangYeob Lee),이강휘(KangHwi Lee),문상호(SangHo Moon),이정은(JungEun Lee),이정환(Jeong Whan Lee) 대한전기학회 2021 전기학회논문지 Vol.70 No.5
This study categorizes the current situation of the pig as supervised learning through the analysis of the pig’s sound. Audio data were obtained from video data obtained by recording at a barn. Speech data was preprocessed to extract features in the time domain and frequency domain, and formants and MFCC were extracted in the frequency domain. Decision Tree, K-Nearest Neighbors, and Support Vector Machine were used for classification, and linear and RBF kernels were used for SVM. The experiment was conducted two times: classifying using features used in Praat and MDVP, which are speech analysis programs, and classifying using MFCC used in speech recognition. After classification, k-fold verification was performed. As a result of the experiment, it can be seen that there is a difference in classification according to the characteristics of using the same voice, and in the case of a situation in which the sound is unified, such as ‘cough,’ the judgment of any classifier is clear. However, in other situations, it is considered necessary to consider the characteristics of pigs by further observing their socialization behavior.
열민감성 공액고분자를 이용한 미세유동칩 내의 온도 측정
류성민(Sungmin Ryu),윤보라(Bora Yoon),황현진(Hyunjin Hwang),김종만(Jong-Man Kim),송시몬(Simon Song) 대한기계학회 2008 대한기계학회 춘추학술대회 Vol.2008 No.5
Microfluidic chips have been frequently utilized to perform biochemical analysis, like cell culture, cell-based drug screening, biomolecule synthesis, and etc, because they reduce the consumptions of analytes and reagents and automate multi-step analysis processes. It is often critical to monitor temperature in a microchannel for the analysis in order to control a reaction rate of biomolecules. We propose a novel method to monitor a temperature change in a microchannel flow by using polydiacetylene (PDA), a conjugated polymer, that has a unique property to transform its color from visible blue to fluorescent red by thermal stress. We inject PDA sensors of the form of a droplet into the microchannel with a microheater on the bottom. Preliminary results show that the florescence intensity of a PDA sensor droplets varies with the temperature.