hwp

Size: px
Start display at page:

Download "hwp"

Transcription

1 +,PSFBO4PD&OWJSPO&OH _ Original Paper IUUQTEPJPSH,4&& *44/F*44/ s xj o v s Struvite v v} od Assessment of the Struvite Crystallization Process for Phosphate Removal and Recovery from a Sludge Treatment System of a Domestic Wastewater Treatment Plant * Seung Ryong Baek* Byung Joon Lee w s p }s *K-water ð œ i School of Disaster Prevention and Environmental Engineering, Kyungpook National University *K-water Water Environment Technical Center (Received July 19, 2017; Revised August 3, 2017; Accepted August 11, 2017) Abstract : Eutrophication and shortage of phosphate ore raise the necessity of phosphate removal and recovery from wastewater treatment plants. Especially, a sludge treatment system containing highly concentrated phosphate should be targeted for phosphate removal and recovery. This study thus aimed to evaluate the capability of the struvite crystallization process for phosphate removal and recovery from a sludge treatment system of a wastewater treatment plant. Analysis on phosphate concentrations and masses in the sludge treatment system revealed that digested sludge and centrate have phosphate concentrations and masses, high enough to adopt the struvite crystallization process. Chemical equilibrium modeling indicated that the struvite crystallization reaction substantially occurred with ph higher than 8 and Mg 2+ concentration 1.2 times higher than its theoretical requirement. A series of batch tests with digested sludge and centrate indicated that the phosphate removal reaction by struvite crystallization followed a first-order kinetics and reached over 80% removal efficiency at equilibrium. Aeration in the batch tests was found to purge CO 2 in sludge or centrate and increase ph up to 8.7, without adding NaOH. Thus, we concluded that the struvite crystallization process could be an efficient and economical process for phosphate removal and recovery from a wastewater treatment plant. Key Words : Phosphate, Recovery, Struvite, Digested Sludge, Centrate. m, k ² m, j î ¼ j j, Struvite m j Ð Ñ/m j ² Ð j º. ² j ¼jStruvite m a³ fa hj,, l j j Ð j, ß, flmj i m j Struvite m g, ô Mg 2+, ph î k j,, l l k Struvite m Ò j ¼k j º. Ð j, Struvite m m j jä d Ø º. flmj, k ²pH 8, Mg ak j²ä d j º., Struvite m Ò j 1 Ð ô, Struvite m fl кj, ì ph Õ Ñ 80% jí º. Struvite m NaOH a g CO 2 nph 8.7 k, Mg 2+ e î a¼ m j, h j ¼ Struvite m j dºùº.., m, d d, m, 1., î ²j m Ù m ² j a jº. 1) dp h î Ø ² mj í m m Ø, Ð ² Ø Ð jº. 2~4) 80%a,,, î f Ø kn50 iùä Ø,,, î ²j m Ðj º. 5~7) /m a j f mj k l lm j², z ² ², j, î j ² jj ¼ j ² º. 8) j j ² k ² m Ðj m j, m j² }, j²ä ì j jº. 2,3,9) Corresponding author bjlee@knu.ac.kr Tel: Fax:

2 +,PSFBO4PD&OWJSPO&OH j Ñ m j4usvwjuf m fa 463 Ð m j¼h Struvite m º. Struvite²Mg 2+ +, NH 4, PO 4 3-a1:1:1 jj Magnesium Ammonium Phosphate (MAP) º. 10) Struvite m Ò j, e í Ø, j aa³j j n º² a º. 11,12) j m m î j² Struvite j j²l º. 10,12) z j fi j ¼ ô a a Ø, j ² k j j bj jº. j, m gjù l ¼ ² j j j ²ä º. ô, Struvite m /m,, ¼îº jj k j ² n Ù º. 6,13) ²Struvite m j, d p Ð a³j a³ faj j º.,, l l j Ð faj, f lmj i m j Struvite mflmj, mj Õ Struvite m PO 4 -P( ) ¼ Ñ, Mg 2+, ph Õî faj º. l l kj Struvite m Ò j( Ð ) faj j a³j faj º. 2. l struvite m faj j j¼h j ¼j kj º., ¼ j ¼j k, ¼ j, m, m, gjù PO 4 -P Ð d j, Struvite m a³j ¼ j j º Struvite m mj j Struvite m mj d j kl bb ¼j j Mg 2+, Ca 2+, K +, Na + 3-, PO 4, NH 4 +, Alkalinity, TDS, ph j º., Mg 2+, Ca 2+, K +, Na µm pore-sized CA membrane filter (Hyundai Micro, Korea) m Ñ n ICP-AES (Inductively Coupled Plasma-Atomic Emission Spectroscopy) (Thermo Fisher Scientific, USA) m j 3- + j º. PO 4, NH 4, Alkalinity²bbStandard Methods 14) Ù Ñj j º., ph TDS ² IQ-40 (Hach, USA) j j º. bb k, Table 1 j º. Table 1. $IFNJDBM JOEJDFT BOE BOBMZUJDBM NFUIPET BEPQUFE JO UIJT SFTFBSDI *OEFY.FUIPE /PUF.H $B, /B *$1"&4 *OEVDUJWFMZ $PVQMFE1MBTNB"UPNJD &NJTTJPO4QFDUSPTDPQZ 10 "TDPSCJDBDJENFUIPE /) %JTUJMMBUJPOBOEUJUSBUJPO NFUIPE 4UBOEBSE.FUIPE1 4UBOEBSE.FUIPE /) "MLBMJOJUZ 5JUSBUJPONFUIPE 4UBOEBSE.FUIPE 2.1. ¼ j 5%4Q) &MFDUSPEFNFUIPE Fig. 1. 4DIFNBUJD EJBHSBN EFTDSJCJOH BQQMJDBUJPO PG 7JTVBM.*/5&2 GPS TJNVMBUJOH UIF TUSVWJUF DSZTUBMJ[BUJPO QSPDFTT 7JTVBM.*/5&2 DBMDVMBUFTUIFPVUQVUXJUIUIFJOQVUXBUFSDIFNJTUSZEBUB ¼jm jm 39 8m

3 464 +,PSFBO4PD&OWJSPO&OH 2.3. Visual MINTEQ Visual MINTEQ (vminteq.lwr.kth.se)² m m (USEPA) j² mj fl ² mj j² È m ² kù, p Ù,, e ²mj fl j º. ²Struvite m PO 4 -P Ñ, Õ h fa j kvisual MINTEQ j º. Visual MINTEQ i ² Mg 2+, Ca 2+, K +, Na +, PO 4 3-, NH 4 +, Alkalinity, ph }j mj j j s j º(Table 1). Struvite m j mjfl, m e Ù ² k (Hydroxyapatite, Dolomite, Calcite, Magnesite î) mjfl j º. 15~17) Õ ² Ð 25 j, ph vð² jmj ØÐ j º. Fig. 1 Visual MINTEQ m º Struvite m l Struvite mflmj, e ô l PO 4 -P ÑÒ j faj j, j Struvite m j jpo 4 -P Ð a m ¼j l l kj º. ì ² n4 j j mj l j 20±1 Ð n lj º., Ð / j Ù m 1 L mi j fi m j g j º(Fig. 2). Visual MINTEQ faù Mg 2+ (PO 4 -P ¼ 1.5 ) aj, NaOH a j ph n l kj º. bb m ¼j 1 N NaOH j ph 7, 8, 9 j l kj º. l kø² Ò 5, 10, 30, 1 e, 2 e, 3 e, 6 e n j j 1.2 µm GFC j (Whatman, USA) Fig. 2. 4DIFNBUJD EJBHSBN PG UIF CBUDIUFTU BQQBSBUVT VTFE GPS FWBMVBUJOH UIF DBQBCJMUZ BOE LJOFUJDT PG UIF TUSVWJUF DSZTUBMJ[BUJPO QSPDFTT 1 n, 0.45 µm CA membrane j (Hyundai Micro, Seoul, Korea) j j ¼jPO 4 -P NH 3 -N j º. g k a p Ø, Ð j º l k j Struvite m j PO 4 -P o d j j º. j Struvite m kpo 4 -P Ða p j² d j, k Ñ/m a³jpo 4 -P Ñ(m ) j j º. ¼ j, m, m, PO 4 -P вb b12.2, 85.88, 72.44, 37.4 mg/l º(Fig. 3 (a)). Å, gjùpo 4 -P kg/d faø, bb m, m, g jùpo 4 -P kg/d, kg/d, kg/d º. gjùpo 4 -P 100% k (a) (b) Fig. 3. B10 1 DPODFOUSBUJPOT JO UIF SFUVSO GMPX BOBFSPCJD EJHFTUFS PWFSGMPX EJHFTUFS TMVEHF BOE DFOUSBUF C SFTQFDUJWF SBUJP PG 10 1NBTTFTDPNQBSFEUPUIFUPUBM10 1NBTTJOUIFSFUVSOGMPX LHEJOUIFSFUVSOGMPX Journal of KSEE Vol.39, No.8 August, 2017

4 +,PSFBO4PD&OWJSPO&OH j Ñ m j4usvwjuf m fa 465, m, m, gjùpo 4 -P bb 8.63%, 31.20%, 14.66% º(Fig. 3(b)). gjùpo 4 -P ¼ PO 4 - P Ða Struvite m ä d Ø º. m m ²PO 4 -P 40% j j Ða Struvite m Ñ/m n ä Ùº. j, m Struvite m j ³ ¼, h q î a, Struvite a m Ða ä dºùº. j, Struvite m j, PO 4 -P Ñ 15% Struvite Ða a a ä dºùº. ô, Struvite m ¼ Ð gjj² m ( m g j) j²ä jä dºùº Visual MINTEQ jstruvite mflmj Struvite m Ñ, Õ h faj kmjfl ÈVisual MINTEQ j º. Table 2² ¼ j m Struvite m j mj s, V-minteQ m Ø º. Struvite m ²pH Mg 2+ ²È, m, ² Struvite m Ð j jmg 2+ Ða j ä º. j ph² m 7.1 Struvite m Ð j ²º ä, 8.1 m Ð í º. Visual MINTEQ i Struvite m j, Table 2 mj e jnmjflðº, Struvite Å a ³j d j j º. j, Visual MINTEQ m È m j, m Struvite m j j¼ Mg 2+ j Õ flmj kj º. Fig. 4(a) z, Struvite, Hydroxyapatite (Ca 10 (PO 4) 6 (OH) 2)a 0.06 ~ mmol/l, Dolomite (CaMg(CO 3) 2)a 0.32 ~ 0.46 mmol/l ¼ j º. m j, Hydroxyapatite k5 ~ 14 mg/l PO 4 -Pa ÑÚ d j, ph 7, 7.5 Õ ² PO 4 -P Ñ ¼ j º(Fig. 4(b)). j, ph 8, Hydroxyapatite jpo 4 -P Ñ 10~20% Ð í º. z Hydroxyapatite, Dolomite²fl l j, ô í m в Struvite m Ð j ± ä º. j, Hydroxyapatite²Mg k m k 2+ ²ä º. ô, ²Celen î 15) Ù z, Hydroxyapatite, Dolomite î Table 2. *OQVU EBUB VTFE GPS DIFNJDBM FRVJMJCSJVN TJNVMBUJPO PG TUSVWJUF DSZTUBMMJ[BUJPO VOJU NH- FYDFQU Q) /VUSJFOUT $BUJPOT.JTDFMMBOFPVT 10 1 /) / $B.H, /B Q) "ML 5%4 %JHFTUFSTMVEHF p p p p p p p $FOUSBUF p p p p p p p (a) (b) Fig. 4. 3FTVMUT GSPN 7JTVBM.*/5&2 DIFNJDBM FRVJMJCSJVN TJNVMBUJPO GPS UIF EJHFTUFE TMVEHF EPTFE XJUI.H B TPMJE DPODFOUSBUJPO NNPM- GPSNFE CZ 4USVWJUF )ZESPYZBQBUJUF BOE %PMPNJUF DSZTUBMMJ[BUJPO BOE C 10 1SFNPWBM NH-CZ4USVWJUFBOE )ZESPYZBQBUJUF DSZTUBMMJ[BUJPO ¼jm jm 39 8m

5 466 +,PSFBO4PD&OWJSPO&OH (a) (b) Fig. 5. 5IF PVUQVU PG UIF 7JTVBM.*/5&2 TJNVMBUJPO GPS UIF TUSVWJUF DSZTUBMJ[BUJPO QSPDFTT XJUI B EJHFTUFE TMVEHF BOE C DFOUSBUF m Ða± í Visual MINTEQ È j, Struvite m Þ flm j kj º. Struvite m flmj j, Visual MINTEQ i j m, Ñg, Õ kmg 2+ ph Ð j, npo 4 -P Ð f º. Ð Mg 2+ Struvite m 0 ( aj ), 1, 1.2, 1.5, 2 j, ph²7, 8, 8.5, 9 m flmj kj, npo 4 -P Ð j º. ² Fig. 5 z 3 i hlj, Mg 2+, ph bb x, y, n PO 4 -P Ð z j º. Mg 2+ Ø ² Struvite m Ñ ä, Mg PO 4 -P 80% ÑaØ º. j ph 8 PO 4 -P 80% ÑaØ j ²Struvite m j º. Struvite 3- m PO 4, NH 4 +, Mg 2+ 1:1:1 j²è j, m º. jph 7.5 j ph 8, ph² Struvite m j } d Ø º. Mg 2+ ¼ 1.5, 2 m j Ð Ñ Å ¼Ø ²ä, ph²8 Ñ Å ¼Ø ²ä d Ø º. ô, j m, ¼k Struvite m j, j k ²Mg , ph 8 j jº² º. (a) (b) Fig. 6. #BUDI UFTU SFTVMUT GPS JOWFTUJHBUJOH TUSVWJUF DSZTUBMMJ[BUJPO LJOFUJDT 5IF UXP TFUT PG CBUDI UFTUT XFSF QFSGPSNFE XJUI B EJHFTUFE TMVEHFBOE CDFOUSBUF Journal of KSEE Vol.39, No.8 August, 2017

6 +,PSFBO4PD&OWJSPO&OH j Ñ m j4usvwjuf m fa l jstruvite mò j Fig. 6²¼ j m, kj Struvite m l e¼ PO 4 -P Ð ä º. m, ¼ j Struvite m Ò j l кj² ÈÙ ² e 3-6 e Ð º. j, Ù z Struvite mò j l 1 Ð ô º. 17~20) l d Ù j, ph j g k n pha 9 кj ²ä d Ø º. ² g k m ÙCO 2 a a Ø ph a Ùä dºùº. j e º ÐNaOH(a º) îph h aj Ðg ph p Struvite m a mj ²ä º. 7) j, Struvite m g j j ( Š ) Ùä dºø, kn h g ¼j faa p j ä dºùº. Fig. 7 j m l Struvite m n, flðºnph (PO 4 -P, NH 3 -N) º. } j z, ph NaOH j g kco 2 a jå Ð8.7 j²ä d Ø º. Struvite m fln, m PO 4 -P вbb10~15, 4 mg/l, ²80% PO 4 -P Ñ º. Å, NH 3 -N вStruvite m j j¼ º10 ÑÚ ²È ²Free Ammonium j (stripping) k dºùº. 21,22) Struvite m Ñ/ m º jí j ² m º. Ð Struvite m j j j² ² Struvite m j, j p, ¼î j j ² m j º. k¼j²¼h Ostara Pearl R (Ostara Nutrient Recovery Technologies Inc., Vancouver, Canada) ( º. Ostera Pearl k o p j Struvite í, m j ²k a ¼h Struvite m º. n k¼j²¼h AirPrex TM (CNP-Technology Water and Biosolid GmbH, Schwarzenbek, Germany) (www. cnp-tec.com), Struvite m j k, j gjj Ð ² º º. l Struvite j ² m jº, j í Struvite m m j p, ¼ î j² ä j ä dºùº. m a Fig. 7. Q) 10 1 /) /DPODFOUSBUJPOTNFBTVSFEBUUIFCFHJOOJOH XIJUFBOEBUUIFFOE CMBDLPGUIFCBUDIUFTUTPG TUSVWJUF DSZTUBMMJ[BUJPO ¼jm jm 39 8m

7 468 +,PSFBO4PD&OWJSPO&OH Òj 6~12 e Ð e a g j (m a e ) j Struvite m Ð jí Ùº, p, ¼ n a dº Ùº. kn, } m Struvite k Ùº, g /m j Ð l j Struvite /m j dºùº. 4. j / m j Struvite m fa k l j fa, Visual MINTEQ m j struvite m flmj j ph h f a, l jstruvite mò j kj º. k º z Ùº. 1) Struvite m PO 4 -P Ð gj j² m j²ä j,, ¼î k k ² m, Ð Struvite m k ² j² ä jº. 2) Struvite m k ²pH 8, Mg aj²ä j ph² Ð j² Ð j² j } º. 3) Struvite m, NaOH g pha 8.7 j, Mg 2+ ¼, e î a¼ m j h j ¼² aø ä dºù º. j, g, î ô á a j j ä º. Acknowledgement 2016 ¼ m } kù º. References 1. Weon, S. Y., Park, S. K. and Lee, S. I., Removal of Nitrogen and Phosphorus Using Struvite Crystallization, J. Korean Soc. Environ. Eng., 22(4), 599~607(2000). 2. Jo, Y. M., Chun, B. H. and Park, C. J., Recovery and Recycle Technologies of Phosphorous from River and Water Treatment Plants, Korean Ind. Chem. News, 14(5), 1~11 (2011). 3. Choi, W. J., Park, K. M., Yoon, B. G., Kim, M. C. and Oh, K. J., Recovery of Presource from Sewage Sludge by a Struvite-forming Method, J. Korean Soc. Environ. Eng., 31(7), 557~564(2009). 4. Lee, S., Kim, C., Park, J., Choi, D. and Ahn, J., Comparison of Steel Slag and Activated Carbon for Phosphate Removal from Aqueous Solution by Adsorption, J. Korean Soc. Environ. Eng., 39(5), 303~309(2017). 5. Le Corre, K. S., Valsami-Jones, E., Hobbs, P. and Parsons, S. A., Phosphorus Recovery from Wastewater by Struvite Crystallization: A Review, Crit. Rev. Environ. Sci. and Technol., 39(6), 433~477(2009). 6. Abe, S., Phosphate removal from dewatering filtrate by MAP process in full scale experiment at Seibu Wastewater Treatment Plant, Proceedings 4 th CIWEM & JSWA Technology Exchange Workshop, pp. 260~277(1995). 7. Bergmans, B., Struvite recovery from digested sludge, PhD Dissertation, Delft University of Technology, the Netherlands (2011). 8. De-Bashan, L. E. and Bashan, Y., Recent advances in removing phosphorous from waste water and its future use as fertilizer ( ), Water Res., 38, 4222(2004). 9. Park, N., Chang, H., Lim, H., Ahn, K. and Kim, W., Empirical Study on Applicability of Phosphorus Recovery Process in Wastewater Treatment Plant, J. Korean Soc. Environ. Eng., 39(1), 40~49(2017). 10. Borgerding, J., Phosphate deposits in digestion systems, J. Water Pollut. Control Fed., 44(5), 813~819(1972). 11. Battistoni, P., Pavan, P., Prisciandaro, M. and Cecchi, F., Struvite crystallization: a feasible and reliable way to fix phosphorus in anaerobic supernatants, Water Res., 34(11), 3033~3041(2000). 12. Fujimoto, N., Mizuochi, T. and Togami, Y., Phosphorus fixation in the sludge treatment system of a biological phosphorus removal process, Water Sci. and Technol., 23, 635~ 640(1991). 13. Matsumiya, Y., Yamasita, T. and Nawamura, Y., Phosphorus Removal from Sidestreams by Crystallisation of Magnesium- Ammonium-Phosphate Using Seawater, Water and Environ. J., 14, 291~296(2000). 14. APAH, AWWA and WEF, Standard Methods for the Examination of Water and Wastewater. 21th Ed. American Water Works Association, Washington DC, USA(2005). 15. Celen, I., Buchanan, J. R., Bruns, R. T., Robinson, R. B. and Raman, D. R., Using a chemical equilibrium model to predict amendments required to precipitate phosphorus as struvite in liquid swine manure, Water Res., 41(8), 1689~ 1696(2007). 16. Ali, M. I. and Schneider, P. A., A fed-batch design approach of struvite system in controlled supersaturation, Chem. Eng. Sci., 61, 3951~3961(2006). Journal of KSEE Vol.39, No.8 August, 2017

8 +,PSFBO4PD&OWJSPO&OH j Ñ m j4usvwjuf m fa Ali, M. I. and Schneider, P. A., An approach of estimating struvite growth kinetic incorporating thermodynamic and solution chemistry, kinetic and process description, Chem. Eng. Sci., 63, 3514~3515(2008). 18. Nelson, N. O., Mikkelson, R. L. and Hesterberg, D. L., Struvite precipitation in anaerobic swine lagoon liquid: effect of ph and Mg : P ratio and determination of rate constant, Bioresour. Technol., 89, 229~236(2003). 19. Mehta, C. M. and Batstone, D. J., Nuclearting and growth kinetics of struvite crystallization, Water Res., 47, 2890~ 2900(2013). 20. Rahaman, M. S., Ellis, N. and Mavinic, D. S., Effects of various process parameters on struvite precipitation kinetics and subsequent determination of rate constants, Water Sci. and Technol., 57(5), 647~654(2008). 21. Rahman, M., Salleh, M. A. M., Rashid, U., Ahsan, A., Hossain, M. M. and Ra, C. S., Nuclearting and growth kinetics of struvite crystallization, Arabian J. Chem., 7, 139~155(2014). 22. Wang, S., Hawkins, G. L., Kiepper, B. H. and Das, K. C., Struvite Precipitation as a Means of Recovering Nutrients and Mitigating Ammonia Toxicity in a Two-Stage Anaerobic Digester Treating Protein-Rich Feedstocks, Molecules, 21, 1011(2016). ¼jm jm 39 8m

<C1A4C3A5BAB8B0EDBCAD D325F32B1B32E687770>

<C1A4C3A5BAB8B0EDBCAD D325F32B1B32E687770> ä Ð mf XXXHHXGPSLS Ð º < > r ek ò ä õää Š å õ ò ä Œ ý * r } r } Ð j r 7 } Ð k 46.."3: m j } m n j² Ð j º n m º j² ä º Ð Ð î m m² m Ð Å a mj º j m² m m í e jí Ù ä º ² º n j í a³j m jí ز ä º n n m k Ð j

More information

<C1A4C3A5BAB8B0EDBCAD2D D30355F33B1B32E687770>

<C1A4C3A5BAB8B0EDBCAD2D D30355F33B1B32E687770> ä Ð mf XXXHHXGPSLSÐ º Š ò äö ƒ ŒÞ ß Š ò äœ ý Š ä ä Š r r Ð m fa lm r Ð m fa k r ä Ð 46.."3: m fa² m j Ø º ¼² a k *.' m ¼j aj º j m j j m m k m ¼j n n î ¼j a Ø º Å Ò º j m j² m e º m ô m ¼j faa m Ù º k

More information

hwp

hwp +,PSFBO4PD&OWJSPO&OH _ Original Paper IUUQTEPJPSH,4&& *44/F*44/ s vtv m Flow Characteristics Analysis of the Decontamination Device with Mixing and Diffusion Using Radio-Isotopes Tracer ¼ v p* m* * Daemin

More information

82-01.fm

82-01.fm w y wz 8«( 2y) 57~61, 2005 J. of the Korean Society for Environmental Analysis p w w Á Á w w» y l Analysis of Influence Factors and Corrosion Characteristics of Water-pipe in Potable Water System Jae Seong

More information

10(1)-08.fm

10(1)-08.fm w y wz 10«( 1y) 47~52, 2007 J. of the Korean Society for Environmental Analysis œ w t y ½ xá Á x Á½ Á x* Ÿ œ, * w œw Optimization of Coagulation In The Conventional Water Treatment Plant Jun-Hyun Kim,

More information

Microsoft Word - KSR2012A038.doc

Microsoft Word - KSR2012A038.doc YWXY º º t rzyywxyhwz_ º zƒ A Study on the Relation of Railroad System and Energy Saving ö ä ø ã ä ãã In Moon, Han-Min Lee *, Jong-Eun Ha * * Abstract Now the world, such as the impact of fossil energy

More information

12.077~081(A12_이종국).fm

12.077~081(A12_이종국).fm J. of Advanced Engineering and Technology Vol. 1, No. 1 (2008) pp. 77-81 y w» e wx Á w œw Fabrication of Ceramic Batch Composition for Porcelain by Using Recycled Waste Ceramic Powder Hyun Guen Han, and

More information

(JBE Vol. 21, No. 1, January 2016) (Regular Paper) 21 1, (JBE Vol. 21, No. 1, January 2016) ISSN 228

(JBE Vol. 21, No. 1, January 2016) (Regular Paper) 21 1, (JBE Vol. 21, No. 1, January 2016)   ISSN 228 (JBE Vol. 1, No. 1, January 016) (Regular Paper) 1 1, 016 1 (JBE Vol. 1, No. 1, January 016) http://dx.doi.org/10.5909/jbe.016.1.1.60 ISSN 87-9137 (Online) ISSN 16-7953 (Print) a), a) An Efficient Method

More information

10(3)-09.fm

10(3)-09.fm w y wz 10«3y 253~258 (2010.12.) Journal of Korean Society of Urban Environment ³ w Á» Á Á y w y œw (2010 11 22, 2010 12 9 k) Study on Determine of Detention Pond in Small Developed Area In-Soo Chang ½

More information

14.531~539(08-037).fm

14.531~539(08-037).fm G Journal of the Korea Concrete Institute Vol. 20, No. 4, pp. 531~539, August, 2008 š x y w m š gj p { sƒ z 1) * 1) w w Evaluation of Flexural Strength for Normal and High Strength Concrete with Hooked

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 4, August, 30, 2016:319~332 Received: 2016/07/28, Accepted: 2016/08/28 Revised: 2016/08/27, Published: 2016/08/30 [ABSTRACT] This paper examined what determina

More information

264 축되어 있으나, 과거의 경우 결측치가 있거나 폐기물 발생 량 집계방법이 용적기준에서 중량기준으로 변경되어 자료 를 활용하는데 제한이 있었다. 또한 1995년부터 쓰레기 종 량제가 도입되어 생활폐기물 발생량이 이를 기점으로 크 게 줄어들었다. 그러므로 1996년부

264 축되어 있으나, 과거의 경우 결측치가 있거나 폐기물 발생 량 집계방법이 용적기준에서 중량기준으로 변경되어 자료 를 활용하는데 제한이 있었다. 또한 1995년부터 쓰레기 종 량제가 도입되어 생활폐기물 발생량이 이를 기점으로 크 게 줄어들었다. 그러므로 1996년부 大 韓 環 境 工 學 會 誌 特 輯 - Special Feature - 263~268. 2008. 인구구조변화에 따른 생활폐기물 발생량 현황 및 전망 서울대학교 보건대학원 Status and Forecast of the Municipal Solid Waste Generation by the Change of Population Structure Sa-rah

More information

139~144 ¿À°ø¾àħ

139~144 ¿À°ø¾àħ 2 139 DOI : 10.3831/KPI.2010.13.2.139 2 Received : 10. 04. 08 Revised : 10. 04. 26 Two Case Report on Wrist Ganglion Treated with Scolopendrid Pharmacopuncture Accepted : 10. 05. 04 Key Words: Wrist Ganglion,

More information

hwp

hwp +,PSFBO4PD&OWJSPO&OH _ Original Paper IUUQTEPJPSH,4&& *44/F*44/ s } xm { s Study on Prediction of Water Quality of Produced Water Considering Characteristics of Individual Process Design Factors for Ultrapure

More information

10(3)-12.fm

10(3)-12.fm w y wz 10«3y 273~280 (2010.12.) Journal of Korean Society of Urban Environment p yá xá½k w y œw (2010 9 15, 2010 12 2 k) Analysis of Characteristics of Delivered Nonpoint Source Pollution at Forested Watershed

More information

<30392D B1E2BCFAC0DAB7E1292E687770>

<30392D B1E2BCFAC0DAB7E1292E687770> +,PSFO4P&OWJSPO&OH _ Technical Information IUUQTEPJPSH,4&& *44/F*44/ oýyosf vh Comparison of Steel Slag and Activated Carbon for Phosphate Removal from Aqueous Solution by Adsorption j Ò m Seung-Han Lee

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA Printed in the Republic of Korea "/"-:5*$"- 4$*&/$& 5&$)/0-0(: Vol. 18, No. 5, 436-443, 2005,1"$ w Q) t p z Á 1w w œw 2 w œ yw Effects of surface properties and solution ph on the pollutants removal of

More information

878 Yu Kim, Dongjae Kim 지막 용량수준까지도 멈춤 규칙이 만족되지 않아 시행이 종료되지 않는 경우에는 MTD의 추정이 불가 능하다는 단점이 있다. 최근 이 SM방법의 단점을 보완하기 위해 O Quigley 등 (1990)이 제안한 CRM(Continu

878 Yu Kim, Dongjae Kim 지막 용량수준까지도 멈춤 규칙이 만족되지 않아 시행이 종료되지 않는 경우에는 MTD의 추정이 불가 능하다는 단점이 있다. 최근 이 SM방법의 단점을 보완하기 위해 O Quigley 등 (1990)이 제안한 CRM(Continu 한 국 통 계 학 회 논 문 집 2012, 19권, 6호, 877 884 DOI: http://dx.doi.org/10.5351/ckss.2012.19.6.877 Maximum Tolerated Dose Estimation Applied Biased Coin Design in a Phase Ⅰ Clinical Trial Yu Kim a, Dongjae Kim

More information

1

1 北 地 区 青 少 年 境 研 会 Международный детский симпозиум по проблемам экологии региона Северо-Восточной Азии. 1 2 5 6 7 9 1. 2. 11 12 13 13 14 15 16 . (Nature) 100.. 90%.. 3000 10% 385. 1 1, 500 2kg.........

More information

09권오설_ok.hwp

09권오설_ok.hwp (JBE Vol. 19, No. 5, September 2014) (Regular Paper) 19 5, 2014 9 (JBE Vol. 19, No. 5, September 2014) http://dx.doi.org/10.5909/jbe.2014.19.5.656 ISSN 2287-9137 (Online) ISSN 1226-7953 (Print) a) Reduction

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:237~251 Received: 2016/11/20, Accepted: 2016/12/24 Revised: 2016/12/21, Published: 2016/12/30 [ABSTRACT] Recently, there is an increasing

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA Printed in the Republic of Korea "/"-:5*$"- 4$*&/$& 5&$)/0-0(: Vol. 18, No. 5, 425-430, 2005» 677*4 Ÿ w sƒ ½»x Á Á½ k w y w, w y œw Some considerations for the analytical approaches to measure atmospheric

More information

10(3)-10.fm

10(3)-10.fm w y wz 10«3y 259~264 (2010.12.) Journal of Korean Society of Urban Environment w gj p p y Á Á½k * w m œw Á* w y œw (2010 9 28, 2010 10 12 k) Characteristics of Antiwashout Underwater Concrete for Reduction

More information

???? 1

???? 1 The Korean Journal of Applied Statistics (2014) 27(1), 13 20 DOI: http://dx.doi.org/10.5351/kjas.2014.27.1.013 Maximum Tolerated Dose Estimation by Stopping Rule and SM3 Design in a Phase I Clinical Trial

More information

< DC1A4C3A5B5BFC7E22E666D>

< DC1A4C3A5B5BFC7E22E666D> ¼ (Jeong, Jung Chae)*, ý (Kim, Yoon Soo), (Shin, Woo Young), Þ Ñ (Park, Jong Man) ò ý ƒ Ð (Korea Evaluation Institute of Industrial Technology) (Shin, Jae-Heyg) Š æ (Ministry of Knowledge Economy) 1. :

More information

82.fm

82.fm Journal of the Korean Ceramic Society Vol. 44, No. 9, pp. 524~528, 2007. Determination of Critical Chloride Content of Ordinary Portland Cement Concrete by Linear Polarization Technique Hong-Sam Kim, Hai-Moon

More information

(5차 편집).hwp

(5차 편집).hwp (215), 54(1), 17-3 211 STEAM,.. STEAM, STEAM, 5~6 11.,., 5~6...,. (, 21)., 29. (,, 212). 211 STEAM * :, E-mail: njkwon@hanmail.net http://dx.doi.org/1.15812/ter.54.1.2153.17 (215), 54(1), 17-3,. (Arts)

More information

하반기_표지

하반기_표지 LEG WORKING PAPER SERIES 2012_ 05 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 Á ö 37 38 39 40 41 42 43 44 45 Discussion Paper 49 50 51 LEG WORKING PAPER

More information

Microsoft Word - KSR2013A299

Microsoft Word - KSR2013A299 YWXZ º º t rzyywxzhy`` k Ž Ÿo r m ƒ 2 Flanged uide Wheels Tram Review Compliance Criteria of the Road Structure Ò ã ä ã ä ãã Kwang-Suk Seo *, Seung-Il Lee *, Oak-Young Song * * "CTUSBDUTram of the city

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Nov.; 26(11),

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Nov.; 26(11), THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2015 Nov.; 26(11), 985991. http://dx.doi.org/10.5515/kjkiees.2015.26.11.985 ISSN 1226-3133 (Print)ISSN 2288-226X (Online) Analysis

More information

16(1)-3(국문)(p.40-45).fm

16(1)-3(국문)(p.40-45).fm w wz 16«1y Kor. J. Clin. Pharm., Vol. 16, No. 1. 2006 x w$btf3fqpsu'psn û w m w Department of Statistics, Chonnam National University Eunsik Park College of Natural Sciences, Chonnam National University

More information

<30312DC6AFC1FDB1E2BBE D E666D>

<30312DC6AFC1FDB1E2BBE D E666D> SAR j k h Analysis on Offshore Wind Using SAR Satellite Imagery mn 1) p l 2) Hwang, Hyo-JungpKim, Hyun-Goo 1. Š a j h } p j a º. 2010 l h 199.5GW k h 3.6GW º. (1) h, î m j 2000 ¼ h } k p k h mø º. k k

More information

10 (10.1) (10.2),,

10 (10.1) (10.2),, Chapter 16 Precipitation Equilibria Copyright 2001 by Harcourt, Inc. All rights reserved. Requests for permission to make copies of any part of the work should be mailed to the following address: Permissions

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. vol. 29, no. 10, Oct ,,. 0.5 %.., cm mm FR4 (ε r =4.4)

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. vol. 29, no. 10, Oct ,,. 0.5 %.., cm mm FR4 (ε r =4.4) THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2018 Oct.; 29(10), 799 804. http://dx.doi.org/10.5515/kjkiees.2018.29.10.799 ISSN 1226-3133 (Print) ISSN 2288-226X (Online) Method

More information

Microsoft Word - KSR2013A320

Microsoft Word - KSR2013A320 k ƒ! YWXZ º º t rzyywxzhzyw k ep k Dynamic Behavior of Bridge considering Various Light Weight Rail Vehicles Õ äø ÐãäÕò ãã Sang-Su Kim, Yong-ul Park *, Man-Cheol Kim ** Abstract The purpose of this paper

More information

<B1E8BBF3B0EF20C0DBBEF72E687770>

<B1E8BBF3B0EF20C0DBBEF72E687770> k 目次 r r." k ³ r j k r p k r k î r." î." Ðj j² Ð ¼ k ³ î j k î ¼ m î î ¼j í j j í m j j ² jº в Ð j в ¼ n." Ñ m m ô ²." ØÅ k SFQSFTFOUBUJPOT BOE XBSSBOUJFT DMBVTF." m ز a ز Ð Ù ä Ø º º m k k r." k #'-

More information

Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp DOI: * A Analysis of

Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp DOI: * A Analysis of Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp.99-117 DOI: http://dx.doi.org/10.21024/pnuedi.28.1.201803.99 2015 * A Analysis of the Characters and Issues about the 2015 Revised Social

More information

433대지05박창용

433대지05박창용 Recent Changes in Summer Precipitation Characteristics over South Korea Changyong Park* JaYeon Moon** Eun-Jeong Cha*** Won-Tae Yun**** Youngeun Choi***** 1958 2007 6 9 6 9 10 10 10 10 10 Abstract This

More information

08김현휘_ok.hwp

08김현휘_ok.hwp (Regular Paper) 21 3, 2016 5 (JBE Vol. 21, No. 3, May 2016) http://dx.doi.org/10.5909/jbe.2016.21.3.369 ISSN 2287-9137 (Online) ISSN 1226-7953 (Print) a), a) An Audio Coding Technique Employing the Inter-channel

More information

Journal of Educational Innovation Research 2017, Vol. 27, No. 2, pp DOI: : Researc

Journal of Educational Innovation Research 2017, Vol. 27, No. 2, pp DOI:   : Researc Journal of Educational Innovation Research 2017, Vol. 27, No. 2, pp.251-273 DOI: http://dx.doi.org/10.21024/pnuedi.27.2.201706.251 : 1997 2005 Research Trend Analysis on the Korean Alternative Education

More information

Microsoft Word - KSR2012A172.doc

Microsoft Word - KSR2012A172.doc YWXY º º t rzyywxyhx^y v s k v A Study on the Development of Traction Jig for Bimodal Tram ã äø Ñ ã ä ãã Hee-Taek Yoon *, Young-Kon Park *, Se-Hyun Cho ** ) Abstract The bimodal tram ahead of practical

More information

Chapter 11 Rate of Reaction

Chapter 11 Rate of Reaction Chapter 11 Rate of Reaction 11 11.1 ? Rate Law Kinetics : 11 11.2 CO(g) + NO 2 (g) CO 2 (g) + NO(g) E a =134 kj CO(g) + NO 2 (g) H = -226 kj CO 2 (g) + NO(g) 11 11.3 N 2 O 5 (g) 2NO 2 (g) + 1/2 O 2 (g)

More information

hwp

hwp +,PSFBO4PD&OWJSPO&OH _ Original Paper IUUQTEPJPSH,4&& *44/F*44/ v h ò vod Evaluation of the Water Quality Changes in Agricultural Reservoir Covered with Floating Photovoltaic Solar-Tracking Systems *,

More information

<C7A5C1F620BEE7BDC4>

<C7A5C1F620BEE7BDC4> 연세대학교 상경대학 경제연구소 Economic Research Institute Yonsei Universit 서울시 서대문구 연세로 50 50 Yonsei-ro, Seodaemun-gS gu, Seoul, Korea TEL: (+82-2) 2123-4065 FAX: (+82- -2) 364-9149 E-mail: yeri4065@yonsei.ac. kr http://yeri.yonsei.ac.kr/new

More information

19(1) 02.fm

19(1) 02.fm Korean J. Crystallography Vol. 19, No. 1, pp.7~13, 2008 Ÿ (ICISS) w š t w (2): t w y w œw Surface Structure Analysis of Solids by Impact Collision Ion Scattering Spectroscopy (2): Atomic Structure of Semiconductor

More information

Microsoft Word - KSR2012A103.doc

Microsoft Word - KSR2012A103.doc YWXY º º t rzyywxyhxwz ¼ ƒx p y v ³ Evaluation on Long-Term Behavior of Reinforced Railroad Subgrade with Bending Stiffness Wall Õá ã äõ ã äø ãã äø ãã Dae-Sang Kim *, Ung-Jin Kim *, Jong-Sik Park *, Seong-yong

More information

2 폐기물실험실

2 폐기물실험실 II. Basic Water Chemistry 1. Governing Concepts - Stoichiometry ( 화학양론식 ): - Chemical Equilibrium ( 화학적평형 ): - Reaction Kinetics ( 반응동역학 ): 1.1 Stoichiometry b R + c R m P + n P 1 2 1 2 where R 1 and R

More information

???? 1

???? 1 The Korean Journal of Applied Statistics (2013) 26(1), 201 208 DOI: http://dx.doi.org/10.5351/kjas.2013.26.1.201 A Note on Model Selection in Mixture Experiments with Process Variables Jung Il Kim a,1

More information

04김호걸(39~50)ok

04김호걸(39~50)ok Journal of Environmental Impact Assessment, Vol. 22, No. 1(2013) pp.39~50 Prediction of Landslides Occurrence Probability under Climate Change using MaxEnt Model Kim, Hogul* Lee, Dong-Kun** Mo, Yongwon*

More information

hwp

hwp , 14% 18,300.,. ( ),.. 14 % 18,3 0 0., " "., ( ) " ".,... (E PA) (CARB ). " E PA ".. 9 6 5 1 0 1 5 %. CARB ( ). . "9 9 E PA, ".,. 1 3 [H P E 1 0 0 M ]., 7 2 0 0, 5 0 0.,.. " ".., 1 0 %., " 2 0 % ".,. '

More information

<5B313132385D32303039B3E220C1A634B1C720C1A632C8A320B3EDB9AEC1F628C3D6C1BE292E687770>

<5B313132385D32303039B3E220C1A634B1C720C1A632C8A320B3EDB9AEC1F628C3D6C1BE292E687770> 디지털 영상에서의 자막추출을 이용한 자막 특성 분석에 관한 연구 이세열 * 요약 본 연구는 방송 프로그램 제작에 있어서 중요한 역할을 담당하고 있는 영상 자막의 특성과 영상 커 뮤니케이션 기능적인 관점에서 나타나고 있는 현상을 살펴본다. 다양한 방송 프로그램에서 활용되고 있는 디지털 영상 자막의 기능은 단순하게 간략한 정보를 전달하는 기능적인 역할을 수행하였다.

More information

5 34-1 5 TEL (02)458-3078, 3079 / FAX (02)458-3077 Homepage http://www.kiche.or.kr / E-mail : kiche@kiche.or.kr NICE NICE NICE O A - 1 P - 1 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 O

More information

Vol.257 C O N T E N T S M O N T H L Y P U B L I C F I N A N C E F O R U M

Vol.257 C O N T E N T S M O N T H L Y P U B L I C F I N A N C E F O R U M 2017.11 Vol.257 C O N T E N T S 02 06 38 52 69 82 141 146 154 M O N T H L Y P U B L I C F I N A N C E F O R U M 2 2017.11 3 4 2017.11 6 2017.11 1) 7 2) 22.7 19.7 87 193.2 160.6 83 22.2 18.4 83 189.6 156.2

More information

02 Reihe bis 750 bar GB-9.03

02 Reihe bis 750 bar GB-9.03 Water as a tool High-Pressure Plunger Pumps 02-Line (up to 750 bar) 252 702 1002 1502 1852 2502 Technical Data High-Pressure Plunger Pump Type 252 / 702 approx. 1.8 l approx. 50 kg net 45 mm/1.77 inch

More information

KAGRO 7-8¿ù-ÀÎÅͳݿë

KAGRO 7-8¿ù-ÀÎÅͳݿë 2003 The Coca-Cola Company. Coca-Cola is a registered trademark of The Coca-Cola Company. July / August 2006 Officers Board of Directors President JuHan Kim Oregon Vice-President SeungSoo Le Philadelphia

More information

49(6)-06.fm

49(6)-06.fm Journal of the Korean Chemical Society 2005, Vol. 49, No. 6 Printed in the Republic of Korea 중학교과학교과서불꽃반응실험에서선스펙트럼관찰의문제점분석및개선연구 ½ Á Á * w w yw (2005. 10. 4 ) An Analysis and Improvement of the Line Spectrum

More information

<313120B9DABFB5B1B82E687770>

<313120B9DABFB5B1B82E687770> 한국민족문화 40, 2011. 7, 347~388쪽 1)중화학공업화선언과 1973년 공업교육제도 변화* 2)박 영 구** 1. 머리말 2. 1973년, 중화학공업화선언과 과학기술인력의 부족 3. 1973년 전반기의 교육제도 개편과 정비 1) 계획과 개편 2) 기술교육 개선안과 인력개발 시책 4. 1973년 후반기의 개편과 정비 5. 정비된 정규교육제도의 특징

More information

00º½Çмú-¾Õ

00º½Çмú-¾Õ 547-8( 307 ) TEL (02)458-3078, 3079 / FAX (02)458-3047, 3077 NICE , (),, ( 1) NICE 1. Biochemical Engineering in 21st Century in the era of Life Science and Technology 09:00 ~ 09:15 Opening Remarks: President

More information

untitled

untitled ª Œª Œ 27ƒ 2B Á 2007 3œ pp. 193 ~ 199 ª ƒ w d w ƒ sƒ Methodology of Drought Assessment Using National Groundwater Monitoring Network Data «x Á½ Kwon, Hyung JoongÁKim, Seong Joon Abstract The objective

More information

93-09.fm

93-09.fm w y wz 9«( 3y) 199~206, 2006 J. of the Korean Society for Environmental Analysis sƒ(i) ½» *Áx Á * w yw w, w y œw Evaluation of Manual and Automated Methods in Total Nitrogen (TN) and Total Phosphorus (TP)

More information

50(1)-09.fm

50(1)-09.fm 2006, Vol. 50, No. 1 Printed in the Republic of Korea 언빨래가마르는현상에대한중등학교화학전공교사들의인식조사 ½x Á» Á½ # Á x* w w yw y š w w # w w (2005. 5. 11 ) A Research of Secondary School Chemistry Major Teachers Perceptions

More information

저작자표시 2.0 대한민국 이용자는아래의조건을따르는경우에한하여자유롭게 이저작물을복제, 배포, 전송, 전시, 공연및방송할수있습니다. 이차적저작물을작성할수있습니다. 이저작물을영리목적으로이용할수있습니다. 다음과같은조건을따라야합니다 : 저작자표시. 귀하는원저작자를표시하여야합니

저작자표시 2.0 대한민국 이용자는아래의조건을따르는경우에한하여자유롭게 이저작물을복제, 배포, 전송, 전시, 공연및방송할수있습니다. 이차적저작물을작성할수있습니다. 이저작물을영리목적으로이용할수있습니다. 다음과같은조건을따라야합니다 : 저작자표시. 귀하는원저작자를표시하여야합니 저작자표시 2.0 대한민국 이용자는아래의조건을따르는경우에한하여자유롭게 이저작물을복제, 배포, 전송, 전시, 공연및방송할수있습니다. 이차적저작물을작성할수있습니다. 이저작물을영리목적으로이용할수있습니다. 다음과같은조건을따라야합니다 : 저작자표시. 귀하는원저작자를표시하여야합니다. 귀하는, 이저작물의재이용이나배포의경우, 이저작물에적용된이용허락조건을명확하게나타내어야합니다.

More information

41(6)-09(김창일).fm

41(6)-09(김창일).fm 269 Ar v Na 0.5 K 0.5 NbO 3 t ½ t,, ½ w,, ½ w»œw Surface Reaction of Na 0.5 K 0.5 NbO 3 Thin Films in Inductively Coupled Ar Plasma w t œwz J. Kor. Inst. Surf. Eng. Vol. 41, No. 6, 2008. < > Dong-Pyo Kim,

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Mar.; 25(3),

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Mar.; 25(3), THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2014 Mar.; 25(3), 304310. http://dx.doi.org/10.5515/kjkiees.2014.25.3.304 ISSN 1226-3133 (Print)ISSN 2288-226X (Online) Analysis

More information

547-8( 307 ) TEL (02)458-3078, 3079 / FAX (02)458-3047, 3077 Homepage http://www.kiche.or.kr / E-mail : kiche@kiche.or.kr NICE NICE 2006 26 ( ) 16:30~18:40 16:30~17:50 18:00 27 ( ) A B C D E F 08:30

More information

인문사회과학기술융합학회

인문사회과학기술융합학회 Vol.5, No.5, October (2015), pp.471-479 http://dx.doi.org/10.14257/ajmahs.2015.10.50 스마트온실을 위한 가상 외부기상측정시스템 개발 한새론 1), 이재수 2), 홍영기 3), 김국환 4), 김성기 5), 김상철 6) Development of Virtual Ambient Weather Measurement

More information

Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp DOI: 3 * Effects of 9th

Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp DOI:   3 * Effects of 9th Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp.357-378 DOI: http://dx.doi.org/10.21024/pnuedi.29.2.201906.357 3 * Effects of 9th Grade Students Participation in Career Curriculum Cluster

More information

Lumbar spine

Lumbar spine Lumbar spine CT 32 111 DOI : 10.3831/KPI.2010.13.2.111 Lumbar Spine CT 32 Received : 10. 05. 23 Revised : 10. 06. 04 Accepted : 10. 06. 11 Key Words: Disc herniation, CT scan, Clinical analysis The Clinical

More information

02À±¼ø¿Á

02À±¼ø¿Á Geomorphic Development of Marine Terraces at Jeongdongjin-Daejin area on the East Coast, Central Part of Korean Peninsula Soon-Ock Yoon*, Sang-Ill Hwang** and Hak-Kyun Ban*** Abstract : In this paper we

More information

16(5)-04(61).fm

16(5)-04(61).fm Journal of Korean Powder Metallurgy Institute DOI: 10.4150/KPMI.2009.16.5.326 ƒ w Fe œ w Cu wy SPS (II) II. w SPS p ½ *Á½ Á½{ a Á½ š b w œw, a w» gœ, b y œ Production of Fe Amorphous Powders by Gas-Atomization

More information

Getting Started

Getting Started b Compaq Notebook Series Ñ è Ý : 266551-AD1 2002 4,, Compaq.. 2002 Compaq Information Technologies Group, L.P. Compaq, Compaq, Evo Presario Compaq Information Technologies Group, L.P.. Microsoft Windows

More information

CERIUM OXIDE Code CeO CeO 2-035A CeO 2-035B CeO REO % CeO 2 /REO % La 2 O 3 /REO %

CERIUM OXIDE Code CeO CeO 2-035A CeO 2-035B CeO REO % CeO 2 /REO % La 2 O 3 /REO % 희토류 SPEC CERIUM OXIDE Code CeO 2-040 CeO 2-035A CeO 2-035B CeO 2-025 REO % 99 99 98 97.5 CeO 2 /REO % 99.99 99.98 99.95 99.50 La 2 O 3 /REO % 0.004 0.01 0.03 0.1 0.01 (1) Pr 6 O 11 /REO % 0.003 0.004 0.015

More information

04-다시_고속철도61~80p

04-다시_고속철도61~80p Approach for Value Improvement to Increase High-speed Railway Speed An effective way to develop a highly competitive system is to create a new market place that can create new values. Creating tools and

More information

개최요강

개최요강 55 2009. 5. ( ) ( ) < > 1. 1 2. 2. 2. 3 1) 3 2) 3 3) GC-MS 4. 5 1) 5 2) 5 3) ICP-OES 6 3. 7. 7 1) 7 2) 10. 13 1) 1g 13 2),,, 14 3), 15 4),, 15 4. 17 19 < > [ 1] 2 [ 2] ICP-OES 6 [ 3] 13 [ 4] 1g 13 [ 5]

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:275~289 Received: 2016/12/02, Accepted: 2016/12/22 Revised: 2016/12/20, Published: 2016/12/30 [ABSTRACT] SNS is used in various fields. Although

More information

10 이지훈KICS2015-03-068.hwp

10 이지훈KICS2015-03-068.hwp 논문 15-40-05-10 The Journal of Korean Institute of Communications and Information Sciences '15-05 Vol.40 No.05 http://dx.doi.org/10.7840/kics.2015.40.5.851 가로등 인프라를 활용한 안전한 스마트 방범 시스템 차 정 화, 이 주 용 *, 이

More information

[ReadyToCameral]RUF¹öÆÛ(CSTA02-29).hwp

[ReadyToCameral]RUF¹öÆÛ(CSTA02-29).hwp RUF * (A Simple and Efficient Antialiasing Method with the RUF buffer) (, Byung-Uck Kim) (Yonsei Univ. Depth of Computer Science) (, Woo-Chan Park) (Yonsei Univ. Depth of Computer Science) (, Sung-Bong

More information

슬라이드 제목 없음

슬라이드 제목 없음 물리화학 1 문제풀이 130403 김대형교수님 Chapter 1 Exercise (#1) A sample of 255 mg of neon occupies 3.00 dm 3 at 122K. Use the perfect gas law to calculate the pressure of the gas. Solution 1) The perfect gas law p

More information

ETC Electrolytic Technologies Corporation Electrolytic Technologies Corporation (ETC) (High Strength Sodium Hypochlorite). ETC.,. ETC,,. - (Cl2) (NaOH

ETC Electrolytic Technologies Corporation Electrolytic Technologies Corporation (ETC) (High Strength Sodium Hypochlorite). ETC.,. ETC,,. - (Cl2) (NaOH Innovator in Water Disinfection Solution 고농도차염 (NaOCl) 발생시스템 Klorigen K-Series Klorigen M-Series Generate Sodium Hypochlorite On-site and On-demand ETC Electrolytic Technologies Corporation Electrolytic

More information

Journal of Educational Innovation Research 2017, Vol. 27, No. 1, pp DOI: * The

Journal of Educational Innovation Research 2017, Vol. 27, No. 1, pp DOI:   * The Journal of Educational Innovation Research 2017, Vol. 27, No. 1, pp.243-268 DOI: http://dx.doi.org/10.21024/pnuedi.27.1.201703.243 * - 2001 2015 - The Research Trends on Peer Counseling in Elementary and

More information

, ( ) 1) *.. I. (batch). (production planning). (downstream stage) (stockout).... (endangered). (utilization). *

, ( ) 1) *.. I. (batch). (production planning). (downstream stage) (stockout).... (endangered). (utilization). * , 40 12 (2006 6) 1) *.. I. (batch). (production planning). (downstream stage) (stockout).... (endangered). (utilization). * 40, 40 12 (EPQ; economic production quantity). (setup cost) (setup time) Bradley

More information

hwp

hwp +,PSFBO4PD&OWJSPO&OH _ Original Paper IUUQTEPJPSH,4&& *44/F*44/ u ( m ) js å f CO 2 f w} Analysis of Energy Savings and CO 2 Emission Reductions via Application of Smart Grid System m j m Soo-Hwan Park

More information

Microsoft Word - KSR2012A132.doc

Microsoft Word - KSR2012A132.doc YWXY º º t rzyywxyhxzy Ÿ ˆ v ¹ r A study of electric locomotive effect on automatic changeover system in neutral section ù ã ä ö ã ä ã äõ ì ã ä ãã Hyo-bum Shin *, Moon-seob Han *, Sang-hoon Chang *, Joo-rak

More information

6.24-9년 6월

6.24-9년 6월 리눅스 환경에서Solid-State Disk 성능 최적화를 위한 디스크 입출력요구 변환 계층 김태웅 류준길 박찬익 Taewoong Kim Junkil Ryu Chanik Park 포항공과대학교 컴퓨터공학과 {ehoto, lancer, cipark}@postech.ac.kr 요약 SSD(Solid-State Disk)는 여러 개의 낸드 플래시 메모리들로 구성된

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA 무선 센서 네트워크 환경에서 링크 품질에 기반한 라우팅에 대한 효과적인 싱크홀 공격 탐지 기법 901 무선 센서 네트워크 환경에서 링크 품질에 기반한 라우팅에 대한 효과적인 싱크홀 공격 탐지 기법 (A Effective Sinkhole Attack Detection Mechanism for LQI based Routing in WSN) 최병구 조응준 (Byung

More information

09-감마선(dh)

09-감마선(dh) Journal of Radiation Industry 4 (3) : 253~257 (2010) Review Paper 감마선 조사가 포인세티아의 발근, 생육 및 색상변이에 미치는 영향 이은경* 김원희 김성태 강시용 1 국립원예특작과학원, 1 한국원자력연구원 Rooting, Growth, and Color Mutation of Poinsettias Affected

More information

<303933305FC7D1BEE7B4EB2DB9FDC7D0B3EDC3D132382D332E687770>

<303933305FC7D1BEE7B4EB2DB9FDC7D0B3EDC3D132382D332E687770> 주취운전죄와 관련된 최근의 입법과 판례의 동향 박 찬 걸 * < 目 次 > Ⅰ. 문제의 소재 Ⅲ. 행위의 방법( 자동차 등을 운전하여 )과 Ⅱ. 행위의 주체( 술에 취한 상태에 있는 자 ) 관련된 동향 와 관련된 동향 Ⅳ. 글을 마치며 Ⅰ. 문제의 소재 도로교통법 1) 제44조에 의하면 누구든지 술에 취한 상태에서 자동차 등을 운전하여서는 아 니 되며(제1항),

More information

386-390.hwp

386-390.hwp 386 HANYANG MEDICAL REVIEWS Vol. 29 No. 4, 2009 우리나라 미숙아의 통계와 의료비용 Statistics and Medical Cost of Preterm in Korea 윤혜선 을지대학교 노원을지병원 소아청소년과학교실 Hye Sun Yoon, M.D., Ph.D., Department of Pediatrics, Nowon

More information

44-4대지.07이영희532~

44-4대지.07이영희532~ A Spatial Location Analysis of the First Shops of Foodservice Franchise in Seoul Metropolitan City Younghee Lee* 1 1 (R) 0 16 1 15 64 1 Abstract The foodservice franchise is preferred by the founders who

More information

°í¼®ÁÖ Ãâ·Â

°í¼®ÁÖ Ãâ·Â Performance Optimization of SCTP in Wireless Internet Environments The existing works on Stream Control Transmission Protocol (SCTP) was focused on the fixed network environment. However, the number of

More information

( )-83.fm

( )-83.fm Journal of the Korean Ceramic Society Vol. 8, No. 1, pp. 0~5, 011. DOI:10.191/KCERS.011.8.1.00 Solidification of Heavy Metal Ions Using Magnesia-phosphate Cement HunG Choi, Hyun Ju Kang, Myung Shin Song,

More information

ePapyrus PDF Document

ePapyrus PDF Document Trans. of the Korean Hydrogen and New Energy Society(2013. 4), Vol. 24, No. 2, pp. 136~141 DOI: http://dx.doi.org/10.7316/khnes.2013.24.2.136 흡기관 분사식 수소 SI기관의 희박과급 적용에 관한 연구 이광주 1 ㆍ이종구 1 ㆍ이종태 2 1 성균관대학교

More information

디지털포렌식학회 논문양식

디지털포렌식학회 논문양식 ISSN : 1976-5304 http://www.kdfs.or.kr Virtual Online Game(VOG) 환경에서의 디지털 증거수집 방법 연구 이 흥 복, 정 관 모, 김 선 영 * 대전지방경찰청 Evidence Collection Process According to the Way VOG Configuration Heung-Bok Lee, Kwan-Mo

More information

Journal of Educational Innovation Research 2016, Vol. 26, No. 3, pp DOI: * The Grounds and Cons

Journal of Educational Innovation Research 2016, Vol. 26, No. 3, pp DOI:   * The Grounds and Cons Journal of Educational Innovation Research 2016, Vol. 26, No. 3, pp.63-81 DOI: http://dx.doi.org/10.21024/pnuedi.26.3.201612.63 * The Grounds and Consequences of the Elementary School Teachers' Trust Formation

More information

10(3)-02.fm

10(3)-02.fm w y wz 10«3y 203~211 (2010.12.) Journal of Korean Society of Urban Environment w ù p yá k«áyw *Á xá½k w y œw Á* y w (2010 9 15, 2010 12 2 k) Characterization of Nonpoint Source Pollutant Loads from the

More information

PDF

PDF v s u e q g y vœ s s œx}s Enhancing the Night Time Vehicle Detection for Intelligent Headlight Control using Lane Detection Sungmin Eum Ho i Jung * School of Mechanical Engineering Hanyang University,

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Feb.; 29(2), IS

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Feb.; 29(2), IS THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2018 Feb.; 29(2), 93 98. http://dx.doi.org/10.5515/kjkiees.2018.29.2.93 ISSN 1226-3133 (Print) ISSN 2288-226X (Online) UHF-HF

More information

03-2ƯÁý -14š

03-2ƯÁý	-14š Management on hazardous chemicals for production of safe produce Namjun Cho, Sumyeong Hong, Wonil Kim, Byungjun Park Chemical Safety Division, National Academy of Agricultural Science, RDA * Correspondence

More information

학습영역의 Taxonomy에 기초한 CD-ROM Title의 효과분석

학습영역의 Taxonomy에 기초한 CD-ROM Title의 효과분석 ,, Even the short history of the Web system, the techniques related to the Web system have b een developed rapidly. Yet, the quality of the Webbased application software has not improved. For this reason,

More information

16(5)-03(56).fm

16(5)-03(56).fm Journal of Korean Powder Metallurgy Institute DOI: 10.4150/KPMI.2009.16.5.316 ƒ w Fe œ w Cu wy SPS (I) I. ƒ wy y Á xá½ Á½ *Á½{ a w œw, a w» gœ Production of Fe Amorphous Powders by Gas-atomization Process

More information