The Journal of
the Korean Society on Water Environment

The Journal of
the Korean Society on Water Environment

Bimonthly
  • ISSN : 2289-0971 (Print)
  • ISSN : 2289-098X (Online)
  • KCI Accredited Journal

Editorial Office


  1. ๊ฒฝ๊ธฐ๋„๋ณด๊ฑดํ™˜๊ฒฝ์—ฐ๊ตฌ์› ๋ฌผํ™˜๊ฒฝ์—ฐ๊ตฌ๋ถ€ (Department of Water Environmental Research, Gyeonggi-do Institute of Health and Environment)



Anammox, Eutrophication, Livestock wastewater, Nitrification, Nitritation

1. Introduction

ํŒ”๋‹นํ˜ธ๋ฅผ ๋น„๋กฏํ•œ ๊ณต๊ณต์ˆ˜์—ญ์—์„œ ๋ฐœ์ƒํ•˜๋Š” ๋ถ€์˜์–‘ํ™” ๋ฌธ์ œ๋Š” ์ƒ์ˆ˜์› ๋ฐ ์นœ์ˆ˜๊ตฌ์—ญ์œผ๋กœ์„œ์˜ ๊ณต๊ณต์ˆ˜์—ญ ๊ด€๋ฆฌ ์ธก๋ฉด์— ์žˆ์–ด์„œ ๊ฐ€์žฅ ์ค‘์š”ํ•œ ์‚ฌํ•ญ ์ค‘ ํ•˜๋‚˜์ด๋‹ค. ๊ณผ๊ฑฐ ํ™˜๊ฒฝ๋ถ€ ์ž๋ฃŒ์— ๋”ฐ๋ฅด๋ฉด ์‹ค์ œ๋กœ ์ „์ฒด ์˜คํ์ˆ˜ ๋ฐœ์ƒ๋Ÿ‰ ์ค‘ ๊ฐ€์ถ•๋ถ„๋‡จ์˜ ๋ฐœ์ƒ๋Ÿ‰์ด ์ฐจ์ง€ํ•˜๋Š” ๋น„์ค‘์€ ์•ฝ 1% ์ •๋„์— ๋ถˆ๊ณผํ•˜์ง€๋งŒ(ME, 2012), ๋†’์€ ์งˆ์†Œ ๋ฐ ์ธ ๋†๋„๋กœ ์ธํ•ด ์˜์–‘์—ผ๋ฅ˜ ๋ฐœ์ƒ๋ถ€ํ•˜๋Ÿ‰์€ ์ „์ฒด ๋ถ€ํ•˜๋Ÿ‰ ์ค‘ ์•ฝ 37%๋ฅผ ์ฐจ์ง€ํ•˜๊ณ  ์žˆ๋‹ค(Kim, 2018). ์‹ค์ œ 2022๋…„๋„ ๊ฒฝ๊ธฐ๋„๋ณด๊ฑดํ™˜๊ฒฝ์—ฐ๊ตฌ์›์˜ ๋ถ„์„๊ฒฐ๊ณผ์— ์˜ํ•˜๋ฉด ๊ฐ€์ถ•๋ถ„๋‡จ ์ •ํ™”์ฒ˜๋ฆฌ์‹œ์„ค์˜ ๋ฐฉ๋ฅ˜์ˆ˜ ์ˆ˜์งˆ๊ธฐ์ค€ ์ดˆ๊ณผ์œจ์€ 27.3%(์–‘๋ˆํ์ˆ˜ ํ•œ์ • 34.9%)๋กœ, ๊ฐ™์€ ๊ธฐ๊ฐ„ ๊ฐœ์ธํ•˜์ˆ˜์˜ ์ดˆ๊ณผ์œจ 13.8%์— ๋น„ํ•ด ์ƒ๋‹นํžˆ ๋†’์€ ์ˆ˜์ค€์ž„์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ๋‹ค(๊ฐ€์ถ•๋ถ„๋‡จ ์ดˆ๊ณผ์‹œ๋ฃŒ ํ‰๊ท  ์ƒํ™”ํ•™์  ์‚ฐ์†Œ์š”๊ตฌ๋Ÿ‰(Biochemical oxygen demand, BOD) 4,736.9 mg/L, ์ด์งˆ์†Œ(Total Nitrogen, T-N) 556.4 mg/L).

์ผ๋ฐ˜์ ์œผ๋กœ ๋งŽ์€ ํ•˜์ˆ˜์ฒ˜๋ฆฌ์‹œ์„ค์—์„œ๋Š” ์šด์˜๋น„์šฉ์„ ์ตœ์†Œํ™”ํ•˜๊ธฐ ์œ„ํ•ด ์ƒ๋ฌผํ•™์  ์ฒ˜๋ฆฌ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ์šด์˜ํ•˜๊ณ  ์žˆ์œผ๋‚˜ ์ผ๋ถ€ ๊ณ ๋†๋„ ์œ ๊ธฐํ์ˆ˜์˜ ๊ฒฝ์šฐ ์ˆ˜์ค‘ ๋…์„ฑ๋ฌผ์งˆ์— ์˜ํ•ด ๋ฏธ์ƒ๋ฌผ ํ™œ์„ฑ์ด ์ €ํ•ด๋˜์–ด ์ƒ๋ฌผํ•™์  ๊ณต๋ฒ•์„ ์ด์šฉํ•œ ์ฒ˜๋ฆฌ๊ฐ€ ๋งค์šฐ ๊นŒ๋‹ค๋กญ๋‹ค๋Š” ๋ฌธ์ œ๊ฐ€ ์žˆ๋‹ค. ์ผ๋ฐ˜์ ์œผ๋กœ ์งˆ์†Œ์˜ ๊ฒฝ์šฐ ์ฒ˜๋ฆฌ๋˜์ง€ ์•Š์€ ํ•˜ํ์ˆ˜ ์ค‘์—์„œ ๋Œ€๋ถ€๋ถ„ ์•”๋ชจ๋‹ˆ์•„ ํ˜•ํƒœ๋กœ ์กด์žฌํ•˜๋Š”๋ฐ, ๊ฐ€์ถ•๋ถ„๋‡จ์™€ ๊ฐ™์€ ๊ณ ๋†๋„ ์งˆ์†Œํ์ˆ˜์˜ ๊ฒฝ์šฐ ์•”๋ชจ๋‹ˆ์•„ ๋…์„ฑ์— ์˜ํ•œ ๋ฏธ์ƒ๋ฌผ์˜ ํ™œ์„ฑ ์–ต์ œ๋กœ ์ธํ•ด ํฌ์„์ด๋‚˜ ํ™”ํ•™์  ์ „์ฒ˜๋ฆฌ ์—†์ด ์ผ๋ฐ˜์ ์ธ ์ƒ๋ฌผํ•™์  ์ฒ˜๋ฆฌ๊ณต๋ฒ•์œผ๋กœ ์ฒ˜๋ฆฌํ•˜๊ธฐ์—๋Š” ๋งŽ์€ ์–ด๋ ค์›€์ด ๋”ฐ๋ฅด๋Š” ๊ฒƒ์œผ๋กœ ์•Œ๋ ค์ ธ ์žˆ๋‹ค(Liu et al., 2019). ์ด๋Ÿฌํ•œ ๋ฌธ์ œ ๋•Œ๋ฌธ์— ๋Œ€๋ถ€๋ถ„์˜ ๊ฐ€์ถ•๋ถ„๋‡จ์˜ ๊ฒฝ์šฐ ํ‡ด๋น„ํ™” ๋ฐ ์•ก๋น„ํ™” ๋“ฑ์˜ ์ž์›ํ™” ๊ณผ์ •์„ ํ†ตํ•ด ์งˆ์†Œ์™€ ์ธ์„ ์žฌ์ด์šฉํ•˜๊ณ  ์žˆ์ง€๋งŒ(ME, 2020), ์ด๋Š” ์ž์›์ˆœํ™˜ ๊ด€์ ์—์„œ๋Š” ๋ฐ”๋žŒ์งํ•  ์ˆ˜ ์žˆ์œผ๋‚˜ ์ž์นซ ๋ฌด๋ถ„๋ณ„ํ•œ ๋น„๋ฃŒ ์‚ดํฌ๋กœ ์ธํ•œ ๋น„์ ์˜ค์—ผ์›์œผ๋กœ ์ž‘์šฉํ•  ์ˆ˜ ์žˆ๋‹ค๋Š” ๋ฌธ์ œ๊ฐ€ ์žˆ์–ด ์ˆ˜์งˆ๊ด€๋ฆฌ ์ธก๋ฉด์—์„œ์˜ ์šฐ๋ ค๊ฐ€ ๊ณต์กดํ•œ๋‹ค(Jang et al., 2015). ์‹ค์ œ๋กœ Gruber and Galloway (2008)์˜ ์—ฐ๊ตฌ์— ๋”ฐ๋ฅด๋ฉด ๋น„๋ฃŒ๋กœ ๊ณ ์ •๋œ ์งˆ์†Œ์˜ ์•ฝ 50%๋Š” ์œก์ง€๋ฅผ ํ†ตํ•ด ์ตœ์ข…์ ์œผ๋กœ ์ˆ˜์ƒํƒœ๊ณ„๋กœ ์ด์†ก๋œ๋‹ค๊ณ  ์•Œ๋ ค์ ธ ์žˆ์œผ๋ฉฐ, ์ด์— ๋”ฐ๋ผ ๊ฐœ๋ณ„ ์ถ•์‚ฌ์˜ ์ž๊ฐ€์ฒ˜๋ฆฌ์— ๋Œ€ํ•œ ํ•„์š”์„ฑ์ด ๋”์šฑ ์ปค์ง€๊ณ  ์žˆ๋Š” ์‹ค์ •์ด๋‹ค. ํ™˜๊ฒฝ๋ถ€ ํ†ต๊ณ„์— ๋”ฐ๋ฅด๋ฉด ๊ฐ€์ถ•๋ถ„๋‡จ์˜ ๋ฐœ์ƒ๋Ÿ‰์€ ์ง€์†์ ์œผ๋กœ ์ฆ๊ฐ€ํ•˜๋Š” ์ถ”์„ธ๋ฅผ ๋ณด์ด๊ณ  ์žˆ์œผ๋ฉฐ(Fig. 1) ํŠนํžˆ ๋ฐœ์ƒ ์ถ•์‚ฌ์— ์ฒ˜๋ฆฌ์‹œ์„ค์„ ์„ค์น˜ํ•˜์—ฌ ์ง์ ‘ ์ •ํ™”์ฒ˜๋ฆฌ ํ›„ ๋ฐฉ๋ฅ˜ํ•˜๋Š” ์ž๊ฐ€์ฒ˜๋ฆฌ๋Ÿ‰์˜ ๊ฒฝ์šฐ ์ง€๋‚œ 10๋…„๊ฐ„ ์•ฝ 130% ๊ฐ€๋Ÿ‰ ์ฆ๊ฐ€ํ•œ ๊ฒƒ์œผ๋กœ ๋ณด๊ณ ๋˜๊ณ  ์žˆ๋‹ค(ME, 2020).

Fig. 1. Amount of livestock wastewater and livestock head count in Korea.
../../Resources/kswe/KSWE.2023.39.5.390/PIC1C89.png

์ „ํ†ต์ ์ธ ์ƒ๋ฌผํ•™์  ์งˆ์†Œ ์ œ๊ฑฐ ๋ฐฉ๋ฒ•์œผ๋กœ๋Š” ์•”๋ชจ๋‹ˆ์•„ ์‚ฐํ™” ๋ฏธ์ƒ๋ฌผ(Ammonia oxidizing bacteria, AOB) ๋ฐ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ์‚ฐํ™” ๋ฏธ์ƒ๋ฌผ(Nitrite oxidizing bacteria, NOB)์„ ์ด์šฉํ•œ ์งˆ์‚ฐํ™”-ํƒˆ์งˆ(Nitrification-Dinitrification) ๊ณต์ •์ด ์ฃผ๋กœ ์ ์šฉ๋˜์–ด ์™”์œผ๋‚˜, ์ตœ๊ทผ์˜ ํ•˜์ˆ˜์ฒ˜๋ฆฌ ๊ณต์ •์€ ์ด๋Ÿฌํ•œ ์ „ํ†ต์ ์ธ ์งˆ์‚ฐํ™”-ํƒˆ์งˆ ๊ณต์ •์— ํ•„์š”ํ•œ ์—๋„ˆ์ง€ ๋ฐ ์œ ๊ธฐํƒ„์†Œ์› ๊ณต๊ธ‰์„ ์ตœ์†Œํ™”ํ•˜๊ธฐ ์œ„ํ•ด ๋‹ค์–‘ํ•œ ์งˆ์†Œ์ œ๊ฑฐ ๊ณต์ •์ด ๊ตญ๋‚ด์™ธ์—์„œ ์—ฐ๊ตฌ๋˜๊ณ  ์žˆ๋Š” ์ถ”์„ธ์ด๋‹ค(Capodaglio et al., 2016; Hellinga et al., 1998). ์ž๋ฃŒ(WERF, 2014)์— ๋”ฐ๋ฅด๋ฉด ๋‹จ์ถ•์งˆ์†Œ์ œ๊ฑฐ ๊ณต์ •์œผ๋กœ ๋ถ„๋ฅ˜๋˜๋Š” ๋ถ€๋ถ„์งˆ์‚ฐํ™”-๋ถ€๋ถ„ํƒˆ์งˆ(Nitritation-Dinitritation) ๋ฐ ์•„๋‚˜๋ชฉ์Šค(Anammox) ๊ณต์ •์˜ ๊ฒฝ์šฐ ๊ธฐ์กด ์งˆ์‚ฐํ™”-ํƒˆ์งˆ ๊ณต์ •์— ์†Œ์š”๋˜๋Š” ์—๋„ˆ์ง€ ์†Œ๋ชจ๋Ÿ‰์„ ๊ฐ๊ฐ 25%, 60% ์ด์ƒ ์ ˆ๊ฐ ๊ฐ€๋Šฅํ•˜๋‹ค๊ณ  ์•Œ๋ ค์ ธ ์—๋„ˆ์ง€ ์ ˆ์•ฝํ˜• ์ฐจ์„ธ๋Œ€ ์งˆ์†Œ์ œ๊ฑฐ ๊ณต๋ฒ• ์ค‘ ํ•˜๋‚˜๋กœ ๋ถ„๋ฅ˜๋˜๊ณ  ์žˆ๋‹ค. ๋ณธ ์—ฐ๊ตฌ๋Š” ์ด๋Ÿฌํ•œ ๋‹จ์ถ•์งˆ์†Œ์ œ๊ฑฐ ๊ณต์ • ์ค‘ ๋ถ€๋ถ„์งˆ์‚ฐํ™”-๋ถ€๋ถ„ํƒˆ์งˆ ๊ณต์ •์„ ํ™œ์šฉํ•˜์—ฌ ๊ฐœ๋ณ„ ์ถ•์‚ฌ์—์„œ ๋ฐœ์ƒํ•œ ๊ฐ€์ถ•๋ถ„๋‡จ์˜ ์ž์ฒด ์ •ํ™”์ฒ˜๋ฆฌ์‹œ ๋ฐฉ๋ฅ˜์ˆ˜ ์ˆ˜์งˆ๊ธฐ์ค€ ๋‹ฌ์„ฑ ์—ฌ๋ถ€๋ฅผ ํ™•์ธํ•˜๊ณ  ํ˜„์žฅ ์ ์šฉ ๊ฐ€๋Šฅ์„ฑ์„ ๊ฒ€ํ† ํ•˜์˜€๋‹ค. ๋˜ํ•œ ๋‹ค์–‘ํ•œ ์šด์ „ ์กฐ๊ฑด์—์„œ ์ฒ˜๋ฆฌ์ˆ˜์˜ ์กฐ์„ฑ ๋ณ€ํ™”๋ฅผ ๊ด€์ฐฐํ•˜์—ฌ ๊ฐ€์ถ•๋ถ„๋‡จ ์ฒ˜๋ฆฌ์ˆ˜์˜ ์•„๋‚˜๋ชฉ์Šค ๊ณต์ • ์—ฐ๊ณ„ ๊ฐ€๋Šฅ์„ฑ์„ ํ™•์ธํ•˜๊ณ ์ž ํ•˜์˜€๋‹ค.

2. Materials and Methods

2.1 ๋Œ€์ƒ์„ ์ • ๋ฐ ๋ถ„์„๋ฐฉ๋ฒ•

๋ณธ ์—ฐ๊ตฌ์—์„œ๋Š” ๊ฒฝ๊ธฐ๋„ ๋‚ด A ๊ฐ€์ถ•๋ถ„๋‡จ ๊ณต๊ณต์ฒ˜๋ฆฌ์žฅ์˜ ์œ ์ž…์ˆ˜๋ฅผ ์ด์šฉํ•˜์—ฌ ์‹คํ—˜์„ ์ง„ํ–‰ํ•˜์˜€์œผ๋ฉฐ, 1์ฐจ ์นจ์ „์„ ๊ฑฐ์นœ ์œ ์ž…์ˆ˜๋ฅผ ์›์ˆ˜๋กœ ์‚ฌ์šฉํ•˜์—ฌ ๋ถ€์œ ๋ฌผ์งˆ์— ์˜ํ•œ ์˜ํ–ฅ์„ ์ตœ์†Œํ™”ํ•˜๊ณ ์ž ํ•˜์˜€๋‹ค. ๋Œ€์ƒ ํ•ญ๋ชฉ์œผ๋กœ๋Š” ๊ฐ€์ถ•๋ถ„๋‡จ ์ค‘ ๊ณ ๋†๋„ ์•”๋ชจ๋‹ˆ์•„๋ฅผ ํฌํ•จํ•œ ์งˆ์†Œ ๋†๋„์˜ ๋ณ€ํ™”๋ฅผ ๊ด€์ฐฐํ•˜๊ธฐ ์œ„ํ•ด ํ™”ํ•™์  ์‚ฐ์†Œ์š”๊ตฌ๋Ÿ‰(Chemical oxigen demand, COD), ์ด์งˆ์†Œ(T-N), ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ(NO2--N), ์งˆ์‚ฐ์„ฑ ์งˆ์†Œ(NO3--N), ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ(NH4+-N) ๋ฐ ์•Œ์นผ๋ฆฌ๋„์— ๋Œ€ํ•ด ์ˆ˜์งˆ์˜ค์—ผ ๊ณต์ •์‹œํ—˜๊ธฐ์ค€์— ๋”ฐ๋ผ ๋ถ„์„ํ•˜์˜€๋‹ค. pH๋Š” Thermo scientific ์‚ฌ์˜ pH meter (Orion star A211)์„ ์ด์šฉํ•˜์—ฌ ์ธก์ •ํ•˜์˜€์œผ๋ฉฐ ๋‹คํ•ญ๋ชฉ์ธก์ •๊ธฐ(YSI Pro20 Lab/6600 V2)๋ฅผ ์ด์šฉํ•˜์—ฌ ์ˆ˜์˜จ, DO, ์ „๊ธฐ์ „๋„๋„ ๋“ฑ์„ ๊ด€์ฐฐํ•˜์˜€๋‹ค.

2.2 FA/FNA์— ์˜ํ•œ ์งˆ์‚ฐํ™” ๋ฐ˜์‘ ์˜ํ–ฅ ๊ฒ€ํ† 

๊ฐ€์ถ•๋ถ„๋‡จ ์ค‘ ์•”๋ชจ๋‹ˆ์•„(Free ammonia, FA) ๋…์„ฑ์— ์˜ํ•œ ์งˆ์‚ฐํ™” ๋ฏธ์ƒ๋ฌผ์˜ ํ™œ์„ฑ ์ €ํ•ด ์ •๋„๋ฅผ ํ™•์ธํ•˜๊ธฐ ์œ„ํ•ด ํšŒ๋ถ„์‹ ๋ฐ˜์‘๊ธฐ๋ฅผ ์ด์šฉํ•˜์—ฌ ๋‹ค์–‘ํ•œ ์ดˆ๊ธฐ ์•”๋ชจ๋‹ˆ์•„ ๋†๋„ ์กฐ๊ฑด์—์„œ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์„ ์ง„ํ–‰ํ•˜์—ฌ ์งˆ์†Œ ์„ฑ๋ถ„์˜ ๊ฑฐ๋™ ๋ณ€ํ™”๋ฅผ ๊ด€์ฐฐํ•˜์˜€๋‹ค. ์ถ”๊ฐ€๋กœ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์ด ์ง„ํ–‰๋จ์— ๋”ฐ๋ผ ์ถ•์ ๋˜๋Š” ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ์— ์˜ํ•œ Free nitrous acid (FNA) ๋…์„ฑ ์—ญ์‹œ ์งˆ์‚ฐํ™” ๋ฏธ์ƒ๋ฌผ์˜ ํ™œ์„ฑ์— ์˜ํ–ฅ์„ ์ค„ ์ˆ˜ ์žˆ๋Š” ์ธ์ž์ธ ๋งŒํผ ํ˜ธ๊ธฐ์กฐ๊ฑด์—์„œ ์œ ์ž…์ˆ˜๋ฅผ ๋ถ„ํ•  ์ฃผ์ž…ํ•˜๋ฉฐ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ์˜ ๋†๋„ ๋ณ€ํ™” ๋ฐ ์ด๋กœ ์ธํ•œ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์˜ ์ €ํ•ด ์—ฌ๋ถ€๋ฅผ ํŒŒ์•…ํ•˜์˜€๋‹ค. ์‹คํ—˜์€ ๊ฐ€์ถ•๋ถ„๋‡จ ๊ณต๊ณต์ฒ˜๋ฆฌ์žฅ ์œ ์ž…์ˆ˜๋ฅผ ์‹คํ—˜ ์กฐ๊ฑด์— ๋งž๊ฒŒ ํฌ์„ํ•˜์—ฌ ๊ฐ๊ฐ์˜ ์ดˆ๊ธฐ ์•”๋ชจ๋‹ˆ์•„ ์กฐ๊ฑด์„ ์„ค์ •ํ•˜์˜€์œผ๋ฉฐ, 1 L beaker๋ฅผ ์ด์šฉํ•œ ํšŒ๋ถ„์‹(Batch) ๋ฐ˜์‘๊ธฐ๋กœ ์ƒ์˜จ ์กฐ๊ฑด ํ•˜์—์„œ ๋ฐ˜์‘์กฐ ๋‚ด ๋ฏธ์ƒ๋ฌผ ๋†๋„๋Š” ์•ฝ 4,500 mg MLSS/L ์ˆ˜์ค€์œผ๋กœ ์œ ์ง€ํ•˜๋ฉฐ ์ง„ํ–‰ํ•˜์˜€๋‹ค. ๋˜ํ•œ ํ•ด๋‹น ์กฐ๊ฑด์—์„œ FNA์— ์˜ํ•œ ๋…์„ฑ ์˜ํ–ฅ์„ ํ™•์ธํ•˜๊ธฐ ์œ„ํ•ด ๊ธฐ์กด ๋ฌธํ—Œ์ž๋ฃŒ(Anthonisen et al., 1976)๋ฅผ ์ฐธ๊ณ ํ•˜์—ฌ ์‹คํ—˜์ด ์ง„ํ–‰๋œ ์˜จ๋„, pH, ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ ๋ฐ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋†๋„ ์กฐ๊ฑด์—์„œ FA ๋ฐ FNA์˜ ์˜ํ–ฅ์„ ๊ฒ€ํ† ํ•˜์˜€๋‹ค.

2.3 ์—ฐ์†ํšŒ๋ถ„์‹ ๋ฐ˜์‘์กฐ ์šด์ „ ๋ฐ ํ˜„์žฅ ์ ์šฉ

๊ธฐ์ดˆ์‹คํ—˜ ๊ฒฐ๊ณผ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ์—ฐ์†ํšŒ๋ถ„์‹๋ฐ˜์‘๊ธฐ(Sequencing Batch Reactor, SBR)๋ฅผ ์ œ์ž‘ ๋ฐ ์šด์ „ํ•˜์—ฌ ์ฒด๋ฅ˜์‹œ๊ฐ„์— ๋”ฐ๋ฅธ ๊ฐ€์ถ•๋ถ„๋‡จ ๋‚ด ์งˆ์†Œ ๊ฑฐ๋™์„ ๊ด€์ฐฐํ•˜์˜€๋‹ค. ์‹คํ—˜์— ์‚ฌ์šฉ๋œ ์—ฐ์†ํšŒ๋ถ„์‹ ๋ฐ˜์‘๊ธฐ๋Š” ์ง๊ฒฝ(D) 130 mm, ๋†’์ด(H) 1,040 mm ์˜ ์›ํ†ตํ˜• ์•„ํฌ๋ฆด ๋ฐ˜์‘๊ธฐ๋กœ ๋ฐ˜์‘๊ธฐ์˜ ์œ ํšจ์šฉ๋Ÿ‰์€ ์•ฝ 7 L์ด๋ฉฐ PLC ์ œ์–ด๋ถ€๋ฅผ ํ†ตํ•ด ๊ฐ๊ฐ์˜ ์šด์ „๋ชจ๋“œ ๋ณ„ ์šด์ „์‹œ๊ฐ„์„ ์ œ์–ดํ•˜์˜€๋‹ค(Fig. 2). ๋ฐ˜์‘๊ธฐ ํ•˜๋‹จ์— ์„ค์น˜๋œ ์„ธ๋ผ๋ฏน ๋””ํ“จ์ €๋ฅผ ํ†ตํ•ด ๊ณต๊ธฐ๋ฅผ ๊ณต๊ธ‰ํ•˜๊ณ  ์ƒ๋‹จ์— ๊ต๋ฐ˜๊ธฐ๋ฅผ ์„ค์น˜ํ•˜์—ฌ ๋ฐ˜์‘์กฐ ๋‚ด ์›ํ™œํ•œ ๊ต๋ฐ˜๊ณผ ์‚ฐ์†Œ ๊ณต๊ธ‰์ด ์ด๋ฃจ์–ด์ง€๋„๋ก ์„ค๊ณ„ํ•˜์˜€๋‹ค. ๋ฐ˜์‘์กฐ๋Š” ์‹ค์ œ ๊ฐœ๋ณ„ ๊ฐ€์ถ•๋†๊ฐ€ ์ ์šฉ์„ ๊ณ ๋ คํ•˜์—ฌ ๋ณ„๋„์˜ ์˜จ๋„ ์กฐ์ ˆ์žฅ์น˜ ์—†์ด ์ƒ์˜จ ์กฐ๊ฑด์—์„œ ์šด์˜ํ•˜์˜€์œผ๋ฉฐ ์›ํ™œํ•œ ์งˆ์‚ฐํ™”๊ฐ€ ์ด๋ฃจ์–ด์ง€๋„๋ก ๋ฐ˜์‘์กฐ ๋‚ด ๋ฏธ์ƒ๋ฌผ ๋†๋„๋Š” ์•ฝ 4,500~5,000 mg MLSS/L ์ˆ˜์ค€์œผ๋กœ ์œ ์ง€ํ•˜์˜€๊ณ , ์œ ๊ธฐ๋ฌผ ์‚ฐํ™”์— ์˜ํ•œ ์šฉ์กด์‚ฐ์†Œ ์†Œ๋น„๋กœ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์ด ์–ต์ œ๋  ์ˆ˜ ์žˆ๋‹ค๋Š” ๊ธฐ์กด ์—ฐ๊ตฌ๊ฒฐ๊ณผ(Lee and Yim, 2008)๋ฅผ ์ฐธ๊ณ ํ•˜์—ฌ ๋†’์€ ์œ ๊ธฐ๋ฌผ ๋†๋„ ์กฐ๊ฑด์—์„œ๋„ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์ด ์ผ์–ด๋‚  ์ˆ˜ ์žˆ๋„๋ก ํฌ๊ธฐ ์‹œ ๋ฐ˜์‘์กฐ DO ๋†๋„๋Š” 3 mg/L ์ด์ƒ์œผ๋กœ ์œ ์ง€๋˜๋„๋ก ์šด์˜ํ•˜์—ฌ ํฌ๊ธฐ ์‹œ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์— ํ•„์š”ํ•œ ์‚ฐ์†Œ๊ฐ€ ์ถฉ๋ถ„ํžˆ ๊ณต๊ธ‰๋  ์ˆ˜ ์žˆ๋„๋ก ํ•˜์˜€๋‹ค. ์œ ์ž…๋œ ์›์ˆ˜๊ฐ€ ๋ฐ˜์‘๊ธฐ ๋‚ด๋ถ€์—์„œ ๋จธ๋ฌด๋Š” ์ˆ˜๋ฆฌํ•™์  ์ฒด๋ฅ˜์‹œ๊ฐ„(Hydraulic retention time, HRT)์€ ์œ ์ž…์ˆ˜ ์„ฑ์ƒ๋ถ„์„ ๊ฒฐ๊ณผ ๋ฐ ๊ธฐ์ดˆ์‹คํ—˜ ๊ฒฐ๊ณผ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ 5~10์ผ ๋ฒ”์œ„์—์„œ ์šด์ „ํ•˜์˜€์œผ๋ฉฐ ์Šฌ๋Ÿฌ์ง€ ์ฒด๋ฅ˜์‹œ๊ฐ„(Sludge retention time, SRT)์€ ๊ฐ๊ฐ ์šด์ „์กฐ๊ฑด๋ณ„ HRT์™€ ๋น„์Šทํ•˜๊ฒŒ ์šด์˜๋  ์ˆ˜ ์žˆ๋„๋ก ๊ด€๋ฆฌํ•˜์˜€๋‹ค. ์ดํ›„ ๊ฐœ๋ณ„ ์ถ•์‚ฌ์—์„œ์˜ ๋‹จ๋… ์ •ํ™”์ฒ˜๋ฆฌ ๊ฐ€๋Šฅ์„ฑ์„ ๊ฒ€ํ† ํ•˜๊ธฐ ์œ„ํ•ด ์—ฐ์†ํšŒ๋ถ„์‹ ๋ฐ˜์‘๊ธฐ ์šด์ „ ๊ฒฐ๊ณผ๋ฅผ ์‹ค์ œ ๊ฐ€์ถ•๋ถ„๋‡จ ์ •ํ™”์ฒ˜๋ฆฌ์‹œ์„ค์— ์ ์šฉํ•˜์—ฌ ์šด์ „ํ•˜๋ฉด์„œ ์ฒ˜๋ฆฌ์ˆ˜์˜ ์ˆ˜์งˆ๋ณ€ํ™”๋ฅผ ๊ด€์ฐฐํ•˜์˜€๋‹ค. ํ˜„์žฅ ์ ์šฉ ์‹œ ๋ถ€๋ถ„ ํƒˆ์งˆ๋ฐ˜์‘ ํšจ์œจ์„ ๋†’์ด๊ณ ์ž ๋งˆ์ง€๋ง‰ ์›์ˆ˜ ์œ ์ž… ์‹œ์ ์— ์—ํƒ„์˜ฌ์„ ์™ธ๋ถ€ํƒ„์†Œ์›์œผ๋กœ ์‚ฌ์šฉํ•˜์—ฌ ์›์ˆ˜์™€ ํ•จ๊ป˜ ์ฃผ์ž…ํ•˜์˜€์œผ๋ฉฐ, ๊ธฐ์กด ์—ฐ๊ตฌ์ž๋ฃŒ(Park et al., 2020)๋ฅผ ์ฐธ๊ณ ํ•˜์—ฌ ์›์ˆ˜ ์ค‘ ์งˆ์†Œ 1 g/L ๋‹น 3.7 g COD/L ์ด์ƒ์œผ๋กœ ์œ ์ง€๋  ์ˆ˜ ์žˆ๋„๋ก ์šด์˜ํ•จ์œผ๋กœ์จ ํƒˆ์งˆ๋ฐ˜์‘์ด ์›ํ™œํžˆ ์ง„ํ–‰๋  ์ˆ˜ ์žˆ๋„๋ก ํ•˜์˜€๋‹ค.

Fig. 2. Schedule of the operation stages in each cycle of sequencing batch reactor.
../../Resources/kswe/KSWE.2023.39.5.390/PIC1C9A.png

3. Results and Discussion

3.1 ๊ฐ€์ถ•๋ถ„๋‡จ ๋ฐœ์ƒํŠน์„ฑ

๋ณธ ์—ฐ๊ตฌ์— ์‚ฌ์šฉ๋œ ๊ฐ€์ถ•๋ถ„๋‡จ์˜ ์„ฑ์ƒ๋ถ„์„ ๊ฒฐ๊ณผ๋Š” Table 1๊ณผ ๊ฐ™๋‹ค. ๊ธฐ์กด ์—ฐ๊ตฌ๊ฒฐ๊ณผ(Lee and Yim, 2008)๋ฅผ ๊ณ ๋ คํ•˜๋ฉด ๋†’์€ ๋†๋„์˜ COD ์œ ์ž…์œผ๋กœ ์ธํ•œ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์˜ ์–ต์ œ๊ฐ€ ์˜ˆ์ƒ ๊ฐ€๋Šฅํ•˜์˜€์œผ๋‚˜, ์ผ์ • ๋†๋„ ์ด์ƒ์—์„œ์˜ ์œ ์ž… ์œ ๊ธฐ๋ฌผ ๋†๋„ ๋ณ€ํ™”๋Š” ์•”๋ชจ๋‹ˆ์•„ ์ œ๊ฑฐ์œจ ๋ฐ ์•„์งˆ์‚ฐํ™”์œจ์— ํฐ ์˜ํ–ฅ์„ ๋ฏธ์น˜์ง€ ์•Š๋Š”๋‹ค๋Š” Gil and Im (2011)์˜ ์—ฐ๊ตฌ ๊ฒฐ๊ณผ์™€ ์‹ค์ œ ํ˜„์žฅ ์ ์šฉ์„ ๊ณ ๋ คํ•˜์—ฌ ๋ณธ ์‹คํ—˜์€ ๋ณ„๋„์˜ ์œ ๊ธฐ๋ฌผ ์ œ๊ฑฐ ์—†์ด ์ง„ํ–‰ํ•˜์˜€๋‹ค.

Table 1. Characteristics of livestock wastewater
Parameters Values
pH 8.16 ยฑ 0.34
TCOD(mg/L) 4,426.3 ยฑ 134.8
T-N(mg/L) 1,887.9 ยฑ 305.2
NH4+-N(mg/L) 1,829.4 ยฑ 335.8
Alkalinity (mg/L) 9,029.0 ยฑ 1,140.4

3.2 FA/FNA์— ์˜ํ•œ ์งˆ์‚ฐํ™” ๋ฐ˜์‘ ์˜ํ–ฅ ๊ฒ€ํ†  ๊ฒฐ๊ณผ

์ดˆ๊ธฐ ์•”๋ชจ๋‹ˆ์•„ ๋†๋„์— ๋”ฐ๋ฅธ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์˜ ์ €ํ•ด์—ฌ๋ถ€๋ฅผ ํ™•์ธํ•˜๊ธฐ ์œ„ํ•ด ๋‹ค์–‘ํ•œ ์•”๋ชจ๋‹ˆ์•„ ๋†๋„ ์กฐ๊ฑด์—์„œ ์—ฐ์† ํฌ๊ธฐํ•˜๋ฉฐ ์ฒ˜๋ฆฌ์ˆ˜์˜ ์กฐ์„ฑ ๋ณ€ํ™”๋ฅผ ๊ด€์ฐฐํ•˜์˜€๋‹ค. ๊ฐ ๋ฐ˜์‘์กฐ์˜ ํฌ๊ธฐ ์‹œ๊ฐ„์€ 24์‹œ๊ฐ„ ์ด์ƒ์œผ๋กœ ์œ ์ž…๋œ ์•”๋ชจ๋‹ˆ์•„๊ฐ€ ์ถฉ๋ถ„ํžˆ ์งˆ์‚ฐํ™”๋  ์ˆ˜ ์žˆ๋„๋ก ์žฅ์‹œ๊ฐ„ ํฌ๊ธฐํ•˜์˜€์œผ๋ฉฐ, ํฌ๊ธฐ ์ „ํ›„ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ, ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋ฐ ์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋†๋„, pH ๋“ฑ์„ ์ธก์ •ํ•˜์—ฌ ์œ ์ž…๋œ ์งˆ์†Œ์˜ ๊ฑฐ๋™์„ ๊ด€์ฐฐํ•˜๋ฉฐ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์˜ ์ง„ํ–‰ ์ˆ˜์ค€์„ ํ™•์ธํ•˜์˜€๋‹ค(Fig. 3). ์‹คํ—˜ ๊ฒฐ๊ณผ ๋‚ฎ์€ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ ๋†๋„ ์กฐ๊ฑด(550 mg NH4+-N/L ์ดํ•˜)์—์„œ๋Š” ํฌ๊ธฐ ํ›„ ์ฒ˜๋ฆฌ์ˆ˜์˜ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋ฐ ์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋†๋„์˜ ์ฆ๊ฐ€์™€ pH ๊ฐ์†Œ ๋“ฑ์˜ ๋ณ€ํ™”๋ฅผ ๊ด€์ฐฐํ•  ์ˆ˜ ์žˆ์—ˆ์œผ๋ฉฐ, ์‹คํ—˜ ๊ฒฐ๊ณผ๋กœ ๋ฏธ๋ฃจ์–ด ๋ณผ ๋•Œ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์ด ์›ํ™œํžˆ ์ด๋ฃจ์–ด์ง€๊ณ  ์žˆ์Œ์„ ์•Œ ์ˆ˜ ์žˆ์—ˆ๋‹ค. ๋ฐ˜๋ฉด ๊ณ ๋†๋„ ์•”๋ชจ๋‹ˆ์•„ ์กฐ๊ฑด์—์„œ๋Š” ํฌ๊ธฐ ์ „ํ›„ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋ฐ ์งˆ์‚ฐ์„ฑ ์งˆ์†Œ์˜ ๋†๋„ ๋ณ€ํ™”๊ฐ€ ๊ฑฐ์˜ ์ผ์–ด๋‚˜์ง€ ์•Š์•„ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์ด ์ง„ํ–‰๋˜์ง€ ์•Š์€ ๊ฒƒ์œผ๋กœ ๊ด€์ฐฐ๋˜์–ด ๊ธฐ์กด ์—ฐ๊ตฌ์—์„œ(Liu et al., 2019) ๋ฐํ˜€์ง„ ๊ฒƒ๊ณผ ๊ฐ™์ด ์›์ˆ˜ ์ค‘ ์•”๋ชจ๋‹ˆ์•„ ๋†๋„๊ฐ€ ์ฆ๊ฐ€ํ•จ์— ๋”ฐ๋ผ FA ๋…์„ฑ์— ์˜ํ•ด ์งˆ์‚ฐํ™” ๋ฏธ์ƒ๋ฌผ์˜ ํ™œ์„ฑ์ด ์–ต์ œ๋œ ๊ฒƒ์œผ๋กœ ํŒ๋‹จํ•˜์˜€๋‹ค. ๋‹ค๋งŒ ๊ณ ๋†๋„ ์•”๋ชจ๋‹ˆ์•„ ์กฐ๊ฑดํ•˜์—์„œ ์ฒ˜๋ฆฌ์ˆ˜ ์ค‘ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ ๋†๋„๊ฐ€ ์ผ๋ถ€ ๊ฐ์†Œํ•˜๊ณ  pH๋Š” ์ฆ๊ฐ€ํ•œ ๊ฒƒ์œผ๋กœ ๋ณด์•„ ๊ณต๊ธฐ ๊ณต๊ธ‰์— ์˜ํ•ด ์ˆ˜์ค‘ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ๊ฐ€ ์•”๋ชจ๋‹ˆ์•„ ๊ฐ€์Šคํ˜•ํƒœ๋กœ ํƒˆ๊ธฐ๋˜์—ˆ์„ ๊ฒƒ์œผ๋กœ ์˜ˆ์ƒ ๊ฐ€๋Šฅํ•˜์˜€๋‹ค. ์ด๋ฅผ ํ†ตํ•ด ๊ณ ๋†๋„ ์งˆ์†Œํ์ˆ˜์ธ ๊ฐ€์ถ•๋ถ„๋‡จ์˜ ์ •ํ™”์ฒ˜๋ฆฌ๋ฅผ ์œ„ํ•ด์„œ๋Š” ์œ ์ž…์ˆ˜ ์ฃผ์ž…๋ฐฉ๋ฒ•์˜ ์ œ์–ด๋ฅผ ํ†ตํ•ด ๋ฐ˜์‘์กฐ ๋‚ด ์•”๋ชจ๋‹ˆ์•„ ๋†๋„์˜ ๊ด€๋ฆฌ๊ฐ€ ํ•„์š”ํ•˜๋‹ค๋Š” ๊ฒƒ์„ ํ™•์ธํ•˜์˜€๊ณ , ์‹คํ—˜ ์‹œ ์ตœ๋Œ€ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ ๋†๋„ ์กฐ๊ฑด์„ 550 mg/L ์ดํ•˜๋กœ ์œ ์ง€ํ•˜๋„๋ก ์œ ์ž…์ˆ˜๋ฅผ ๋ถ„ํ•  ์ฃผ์ž…ํ•˜์—ฌ ์šด์˜ํ•˜์˜€๋‹ค.

Fig. 3. Changes in nitrogen species concentration and pH with different initial ammonia concentrations under continuous aeration conditions.
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์ดํ›„ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์ด ์ง„ํ–‰๋จ์— ๋”ฐ๋ผ ์ถ•์ ๋˜๋Š” FNA์— ์˜ํ•œ ๋…์„ฑ ์˜ํ–ฅ์„ ํŒŒ์•…ํ•˜๊ธฐ ์œ„ํ•ด ํ˜ธ๊ธฐ ์กฐ๊ฑด์—์„œ ์œ ์ž…์ˆ˜๋ฅผ ๋ฐ˜๋ณต ์ฃผ์ž…ํ•˜๋ฉฐ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์„ ์œ ๋„ํ•˜์˜€๋‹ค. ์‹คํ—˜ ๊ฒฐ๊ณผ ์งˆ์‚ฐํ™” ๋ฐ˜์‘ ์œ ๋„ ์‹œ ์œ ์ž…๋œ ์งˆ์†Œ์˜ ์•ฝ 60%๊ฐ€๋Ÿ‰์ด ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ํ˜•ํƒœ๋กœ ์ถ•์ ๋˜๊ณ  ์ด๋•Œ ์ „์ฒด ์‚ฐํ™”์„ฑ ์งˆ์†Œ ๋†๋„ ์ค‘ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋†๋„์˜ ๋น„์œจ(NO2--N/NOx-N)๋Š” ์ตœ๋Œ€ 87%๊นŒ์ง€ ์ฆ๊ฐ€ํ•˜๋Š” ๊ฒƒ์„ ํ™•์ธํ•˜์˜€๋‹ค. ์‹คํ—˜์ด ๋ฐ˜๋ณต๋จ์— ๋”ฐ๋ผ ์œ ์ž…์ˆ˜ ์ค‘ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ ์ผ๋ถ€๊ฐ€ ์งˆ์‚ฐํ™”๋˜์ง€ ์•Š์€ ์ฑ„ ์ž”๋ฅ˜ํ•˜์—ฌ ๋†๋„๊ฐ€ ์กฐ๊ธˆ์”ฉ ์ฆ๊ฐ€ํ•˜๋Š” ๊ฒฝํ–ฅ์„ ๋ณด์ด๋‚˜, ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ๊ฐ€ ์งˆ์‚ฐ์„ฑ ์งˆ์†Œ๋กœ ์‚ฐํ™”๋˜๋Š” ์™„์ „ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์€ ์ถฉ๋ถ„ํžˆ ์–ต์ œ๋˜๊ณ  ์žˆ๋Š” ๊ฒƒ์œผ๋กœ ํ™•์ธ๋˜์—ˆ๋‹ค. Anthonisen et al. (1976)์˜ ์—ฐ๊ตฌ ๊ฒฐ๊ณผ์™€ ๋น„๊ตํ–ˆ์„ ๋•Œ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ์˜ ์ถ•์ ์€ FA ๋…์„ฑ์— ์˜ํ•œ NOB์˜ ํ™œ์„ฑ ์–ต์ œ ๋•Œ๋ฌธ์œผ๋กœ ์˜ˆ์ƒ๋˜๋ฉฐ(Fig. 4), ์ด๋ฅผ ํ†ตํ•ด ๊ฐ€์ถ•๋ถ„๋‡จ์™€ ๊ฐ™์€ ๊ณ ๋†๋„ ์งˆ์†Œ ํ์ˆ˜์˜ ๊ฒฝ์šฐ ์™„์ „ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์ด ์ผ์–ด๋‚˜๊ธฐ ์–ด๋ ค์šด ์›์ˆ˜ ํŠน์„ฑ์ƒ ๊ธฐ์กด์˜ ์งˆ์‚ฐํ™”-ํƒˆ์งˆ ๊ณต์ •์„ ํ†ตํ•œ ์ •ํ™”์ฒ˜๋ฆฌ๊ฐ€ ์–ด๋ ต๋‹ค๋Š” ๊ฒƒ์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์—ˆ๋‹ค. ๋ณธ ์—ฐ๊ตฌ์—์„œ๋Š” ๋ฐ˜์‘์กฐ ๋‚ด ์•”๋ชจ๋‹ˆ์•„ ๋†๋„ ๊ด€๋ฆฌ๋ฅผ ์œ„ํ•ด ์œ ์ž…์ˆ˜์˜ ๊ฐ„ํ— ์ฃผ์ž… ๋ฐ ์šด์ „ ๋ชจ๋“œ ๋ณ€๊ฒฝ์ด ์šฉ์ดํ•œ SBR ๋ฐ˜์‘์กฐ๋ฅผ ์„ค๊ณ„ ๋ฐ ์ œ์ž‘ํ•˜์—ฌ ์‹คํ—˜์„ ์ง„ํ–‰ํ•˜์˜€์œผ๋ฉฐ, SBR ์šด์ „ ๊ฒฐ๊ณผ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ํ˜„์žฅ ์ ์šฉ์„ ํ†ตํ•ด ์ฒ˜๋ฆฌ์ˆ˜์˜ ๋ฐฉ๋ฅ˜์ˆ˜ ์ˆ˜์งˆ๊ธฐ์ค€ ๋‹ฌ์„ฑ์—ฌ๋ถ€๋ฅผ ํ™•์ธํ•˜์˜€๋‹ค.

Fig. 4. Variation of nitrogen species accumulation and pH change by repeated livestock wastewater injection(a), Effects of nitrification bacteria by free ammonia and free nitrous acid concentrations(b); Zone 1: free ammonia inhibition to ammonia oxidizing bacteria and nitrite oxidizing bacteria, Zone 2: free ammonia inhibition to nitrite oxidizing bacteria, Zone 3: Complete nitrification, Zone 4: Free nitrous acid inhibition to nitrite oxidizing bacteria.
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3.3 SBR ์šด์ „ ๊ฒฐ๊ณผ ๋ฐ ํ˜„์žฅ ์ ์šฉ ๊ฒฐ๊ณผ

๊ธฐ์ดˆ์‹คํ—˜ ๊ฒฐ๊ณผ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ SBR ๋ฐ˜์‘๊ธฐ๋ฅผ ์ œ์ž‘ ๋ฐ ์šด์ „ํ•˜์—ฌ ์œ ์ž…์ˆ˜์˜ ๋ฐ˜์‘๊ธฐ ๋‚ด ์ฒด๋ฅ˜์‹œ๊ฐ„์— ๋”ฐ๋ฅธ ์ฒ˜๋ฆฌํšจ์œจ ๋ฐ ์งˆ์†Œ ๊ฑฐ๋™ ๋ณ€ํ™”๋ฅผ ๊ด€์ฐฐํ•˜์˜€๋‹ค. ์‚ฌ์šฉ๋œ ๋ฐ˜์‘๊ธฐ์˜ ์šฉ๋Ÿ‰ ๋ฐ ๊ฐ€์ถ•๋ถ„๋‡จ ์„ฑ์ƒ ๋ถ„์„ ๊ฒฐ๊ณผ์— ๋”ฐ๋ผ ์•”๋ชจ๋‹ˆ์•„(FA) ๋…์„ฑ์— ์˜ํ•œ ์งˆ์‚ฐํ™” ๋ฏธ์ƒ๋ฌผ ํ™œ์„ฑ ์–ต์ œ๋ฅผ ์˜ˆ๋ฐฉํ•˜๊ธฐ ์œ„ํ•œ ๋ฐ˜์‘์กฐ ์ตœ์†Œ ์ฒด๋ฅ˜์‹œ๊ฐ„์€ 4~5์ผ ์ˆ˜์ค€์œผ๋กœ ๊ฒฐ์ •ํ•˜์˜€๋‹ค. ์šด์ „ ๊ฒฐ๊ณผ ์ฒด๋ฅ˜์‹œ๊ฐ„์— ๋”ฐ๋ผ ์ด์งˆ์†Œ ์ œ๊ฑฐ์œจ, ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ์ „ํ™˜์œจ ๋ฐ ์ฒ˜๋ฆฌ์ˆ˜ ๋‚ด ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋Œ€ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ์˜ ๋†๋„๋น„ ์ฐจ์ด๋ฅผ ํ†ตํ•ด ์šด์ „ ๋ชฉ์ ์— ๋งž๋Š” ์ ์ • HRT ์ ์šฉ ํ•„์š”์„ฑ์— ๋Œ€ํ•ด ํ™•์ธํ•  ์ˆ˜ ์žˆ์—ˆ์œผ๋ฉฐ ๊ฐ ์šด์ „์กฐ๊ฑด์—์„œ์˜ ์œ ์ž…์ˆ˜ ๋ฐ ์œ ์ถœ์ˆ˜ ์กฐ์„ฑ ๋ณ€ํ™”๋Š” Table 2์— ์ •๋ฆฌํ•˜์˜€๋‹ค. ์ดˆ๊ธฐ ๊ฐ€์ถ•๋ถ„๋‡จ ์ค‘ ์กด์žฌํ•˜๋Š” ์•”๋ชจ๋‹ˆ์•„์˜ ์ œ๊ฑฐ์œจ์€ ์ „์ฒด ๊ธฐ๊ฐ„์—์„œ ๋ชจ๋‘ 80% ์ด์ƒ ์ œ๊ฑฐ๋˜๋Š” ๊ฒƒ์œผ๋กœ ํ™•์ธ๋˜์—ˆ์œผ๋‚˜, ๋ฐ˜์‘์กฐ ๋‚ด ์ฒด๋ฅ˜์‹œ๊ฐ„์— ๋”ฐ๋ผ ์งˆ์‚ฐํ™”/ํƒˆ์งˆ ํšจ์œจ์— ์˜ํ–ฅ์„ ๋ฏธ์น  ๋ฟ ์•„๋‹ˆ๋ผ ์ฒด๋ฅ˜์‹œ๊ฐ„ ์ œ์–ด๋ฅผ ํ†ตํ•ด ์ฒ˜๋ฆฌ์ˆ˜ ์ค‘ NO2--N ๋ฐ NO3--N ๋†๋„๋ฅผ ์ œ์–ดํ•  ์ˆ˜ ์žˆ๋‹ค๊ณ  ์•Œ๋ ค์ง„ ๊ธฐ์กด ์—ฐ๊ตฌ๊ฒฐ๊ณผ(Guo et al., 2017)์™€ ๊ฐ™์ด ์ฒด๋ฅ˜์‹œ๊ฐ„์— ๋”ฐ๋ผ ์ฒ˜๋ฆฌ์ˆ˜ ์ค‘ ์ž”๋ฅ˜ํ•˜๋Š” ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋ฐ ์งˆ์‚ฐ์„ฑ ์งˆ์†Œ์˜ ๋†๋„์— ์˜ํ•ด ์ฒ˜๋ฆฌ์ˆ˜์˜ ์ด ์งˆ์†Œ ๋†๋„ ๋ฐ ์ œ๊ฑฐ์œจ์—์„œ ์ฐจ์ด๋ฅผ ๋ณด์˜€๋‹ค. ๋จผ์ € HRT 10์ผ ์กฐ๊ฑด์—์„œ์˜ ์ด ์งˆ์†Œ ์ œ๊ฑฐ์œจ์€ ์•ฝ 74%, ์ฒ˜๋ฆฌ์ˆ˜์˜ ์ด ์งˆ์†Œ ๋†๋„๋Š” ์•ฝ 428.7 mg/L ์ˆ˜์ค€์œผ๋กœ ํ™•์ธ๋˜์—ˆ๋‹ค. ํ•ด๋‹น ์กฐ๊ฑด์—์„œ ์ฒ˜๋ฆฌ์ˆ˜ ์ค‘ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋†๋„๋Š” ์•ฝ 273 mg/L ๊นŒ์ง€ ์ถ•์ ๋˜๋Š” ๊ฒƒ์„ ํ™•์ธํ•˜์˜€์œผ๋ฉฐ ์ด ๋•Œ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ ๋†๋„(213.1 mg NH4+-N/L)๋Œ€๋น„ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋†๋„์˜ ๋น„๋Š” ์•ฝ 1.3์œผ๋กœ ์•„๋‚˜๋ชฉ์Šค ๊ณต์ •์— ํ•„์š”ํ•œ ์ด๋ก ์ ์ธ ๋†๋„๋น„์ธ 1.32์™€ ๋งค์šฐ ๋น„์Šทํ•œ ์ˆ˜์ค€์œผ๋กœ ์ฒ˜๋ฆฌ์ˆ˜์˜ ์•„๋‚˜๋ชฉ์Šค ๊ณต์ • ์—ฐ๊ณ„ ๊ฐ€๋Šฅ์„ฑ์ด ๋†’์„ ๊ฒƒ์œผ๋กœ ํŒ๋‹จํ•˜์˜€๋‹ค. ๋‹ค๋งŒ ์œ ์ž…์ˆ˜์˜ ๋‚ฎ์€ C/N ๋น„๋กœ ์ธํ•ด ์™ธ๋ถ€ํƒ„์†Œ์› ์ฃผ์ž… ์—†์ด๋Š” ๋‹จ๋… ์ฒ˜๋ฆฌ๋ฅผ ํ†ตํ•œ ๋ฐฉ๋ฅ˜์ˆ˜ ์ˆ˜์งˆ๊ธฐ์ค€ ๋‹ฌ์„ฑ์ด ๋‹ค์†Œ ์–ด๋ ค์šธ ๊ฒƒ์œผ๋กœ ์˜ˆ์ƒ๋˜์–ด, ์‹ค์ œ ํ˜„์žฅ ์ ์šฉ ์‹œ์—๋Š” ๋ณ„๋„์˜ ์™ธ๋ถ€ํƒ„์†Œ์›์„ ์ฃผ์ž…ํ•˜๋ฉฐ ์šด์ „ํ•จ์œผ๋กœ์จ ๋ฐฉ๋ฅ˜์ˆ˜ ์ˆ˜์งˆ๊ธฐ์ค€ ๋‹ฌ์„ฑ์—ฌ๋ถ€๋ฅผ ํ™•์ธํ•˜์˜€๋‹ค. ๋ณด๋‹ค ์งง์€ ์ฒด๋ฅ˜์‹œ๊ฐ„ ์กฐ๊ฑด(HRT 4.5์ผ)์œผ๋กœ ์šด์ „ํ•˜์˜€์„ ๋•Œ์—๋Š” ์ด ์งˆ์†Œ ์ œ๊ฑฐ์œจ์€ ์•ฝ 68%๊นŒ์ง€ ๊ฐ์†Œํ•˜์—ฌ ์ฒ˜๋ฆฌ์ˆ˜์˜ ์ด ์งˆ์†Œ ๋†๋„๋Š” ์•ฝ 600 mg/L๊นŒ์ง€ ์ƒ์Šนํ•˜์˜€์œผ๋ฉฐ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ ๋Œ€ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ์˜ ๋†๋„๋น„๋Š” ์•ฝ 0.5 ์ˆ˜์ค€์œผ๋กœ ๋ณธ ์—ฐ๊ตฌ์—์„œ ๋ชฉ์ ์œผ๋กœ ํ•˜๋Š” ๋‹จ๋…์ฒ˜๋ฆฌ ๋˜๋Š” ์•„๋‚˜๋ชฉ์Šค ๊ณต์ • ์—ฐ๊ณ„ ๋ชจ๋‘์— ์žˆ์–ด์„œ ๋‹ค์†Œ ์ ํ•ฉํ•˜์ง€ ์•Š์€ ์กฐ๊ฑด์œผ๋กœ ํŒ๋‹จํ•˜์˜€๋‹ค. SBR ์šด์ „๊ธฐ๊ฐ„ ์ค‘ ๋ฐ˜์‘์กฐ ๋‚ด์˜ FA์™€ FNA ๋…์„ฑ์— ์˜ํ•œ ์งˆ์‚ฐํ™” ๋ฏธ์ƒ๋ฌผ ํ™œ์„ฑ ์ €ํ•ด ์—ฌ๋ถ€ ๊ฒ€ํ†  ๊ฒฐ๊ณผ(Fig. 5), ์šด์ „ ์ดˆ๊ธฐ ์ผ๋ถ€ ์‹œ๋ฃŒ๋ฅผ ์ œ์™ธํ•˜๋ฉด ๋Œ€๋ถ€๋ถ„์˜ ์šด์ „ ์กฐ๊ฑด์—์„œ FA์— ์˜ํ•œ NOB ํ™œ์„ฑ์ด ์–ต์ œ๋จ์œผ๋กœ์„œ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ์˜ ์ถ•์ ์ด ์ผ์–ด๋‚  ์ˆ˜ ์žˆ์—ˆ๋˜ ๊ฒƒ์œผ๋กœ ํ™•์ธ๋˜์—ˆ์œผ๋ฉฐ, FA ๋ฐ FNA ๋…์„ฑ์— ์˜ํ•œ AOB์˜ ์–ต์ œ๋Š” ๋ฐœ์ƒํ•˜์ง€ ์•Š์€ ๊ฒƒ์œผ๋กœ ๋ณด์ธ๋‹ค.

Table 2. Results of SBR operation with different hydraulic retention times
Parameter Unit HRT 10 days HRT 4.5 days
Influent Effluent Influent Effluent
T-N mg/L 1,695.2 ยฑ 240.8 428.7 ยฑ 109.5 1,870.6 ยฑ 380.2 598.9 ยฑ 50.2
NH4+-N 1,620.5 ยฑ 270.2 213.1 ยฑ 55.3 1,774.4 ยฑ 386.6 294.0 ยฑ 52.4
NO2--N 5.5 ยฑ 6.6 272.6 ยฑ 56.7 6.0 ยฑ 5.0 142.2 ยฑ 29.7
NO3--N 32.8 ยฑ 18.8 49.1 ยฑ 12.3 6.8 ยฑ 2.0 217.0 ยฑ 57.6
NO2--N/NH4+-N g/g - 1.3 - 0.5
T-N removed % 74.2 68.0
NIR* % 83.9 83.4
* NIR: Nitrification Ratio (Removed NH4+-N conc./Influent NH4+-N conc.)
Fig. 5. Estimation of the status of the nitrification bacteria, affected by free ammonia and free nitrous acid concentration during SBR operation.
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์œ„ ์—ฐ๊ตฌ๊ฒฐ๊ณผ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ์‹ค์ œ SBR์ด ์„ค์น˜๋œ ๊ฐœ๋ณ„ ๋†๊ฐ€์— ์ ์ • ์šด์ „๋ชจ๋“œ๋ฅผ ์ ์šฉํ•˜๊ณ , ์›ํ™œํ•œ ํƒˆ์งˆ๋ฐ˜์‘์„ ์œ„ํ•ด ์™ธ๋ถ€ํƒ„์†Œ์›์„ ์ฃผ์ž…ํ•˜๋ฉฐ ์šด์ „๊ฒฐ๊ณผ๋ฅผ ๊ด€์ฐฐํ•˜์˜€๋‹ค(Fig. 6). ์‹ค์ œ ํ˜„์žฅ ์ ์šฉ ์‹œ ์•ž์„  ์—ฐ๊ตฌ๊ฒฐ๊ณผ์— ๋”ฐ๋ผ ์šด์ „์กฐ๊ฑด์„ ๊ฒฐ์ •ํ•˜์˜€์œผ๋ฉฐ ์œ ์ž…์ˆ˜ ์ค‘ ์•”๋ชจ๋‹ˆ์•„๋ฅผ ์ „๋Ÿ‰ ์ฒ˜๋ฆฌํ•  ์ˆ˜ ์žˆ์„ ์ •๋„๋กœ ์ถฉ๋ถ„ํ•œ ์–‘์˜ ์™ธ๋ถ€ํƒ„์†Œ์›์„ ๊ณต๊ธ‰ํ•˜์—ฌ ์šด์ „ํ•œ ๊ฒฐ๊ณผ ๋ฐœ์ƒํ•œ ๊ฐ€์ถ•๋ถ„๋‡จ๊ฐ€ ์œ ์ž…๋˜๋Š” ์ฒซ๋ฒˆ์งธ ๊ต๋ฐ˜ ๋‹จ๊ณ„์—์„œ T-N ๋†๋„๋Š” ์ตœ๋Œ€ 140 mg/L ์ˆ˜์ค€์œผ๋กœ ํ™•์ธ๋˜์—ˆ์œผ๋ฉฐ ๊ฐ ์šด์ „๋ชจ๋“œ๋ฅผ ๊ฑฐ์น˜๋ฉฐ ์•„์งˆ์‚ฐํ™”-์•„ํƒˆ์งˆ ๋ฐ˜์‘์ด ์ง„ํ–‰๋˜์–ด ์ „์ฒด ์šด์ „ ์‚ฌ์ดํด์ด ๋๋‚œ ํ›„ ์ฒ˜๋ฆฌ์ˆ˜ ์ค‘ T-N ๋†๋„๋Š” ์•ฝ 85 mg/L ์ •๋„๋กœ ์•ˆ์ •์ ์œผ๋กœ ๋ฐฉ๋ฅ˜๋˜๋Š” ๊ฒƒ์„ ํ™•์ธํ•˜์˜€๋‹ค. ํ˜„์žฅ ์ ์šฉ ๊ฒฐ๊ณผ ์ฒ˜๋ฆฌ์‹œ์„ค์˜ ์ง€์ค‘ํ™” ๋ฐ ๋ฐœ์ƒ ๊ฐ€์ถ•๋ถ„๋‡จ์˜ ์ง์ ‘ ์œ ์ž…์œผ๋กœ ์ธํ•ด ๋ฐ˜์‘์กฐ ๋‚ด ์ˆ˜์˜จ์„ ์ƒ๋Œ€์ ์œผ๋กœ ๋” ๋†’๊ฒŒ ์œ ์ง€ํ•  ์ˆ˜ ์žˆ์—ˆ๊ณ , ์ด๋ฅผ ํ†ตํ•ด ์•„์งˆ์‚ฐํ™”-์•„ํƒˆ์งˆ ๋ฐ˜์‘์ด ๋” ์•ˆ์ •์ ์œผ๋กœ ์ง„ํ–‰๋  ์ˆ˜ ์žˆ์—ˆ๋˜ ๊ฒƒ์œผ๋กœ ํŒ๋‹จ๋œ๋‹ค.

Fig. 6. Variation of the nitrogen species concentrations in full-scale SBR reactor to treat livestock wastewater.
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4. Conclusion

๋ณธ ์—ฐ๊ตฌ์—์„œ๋Š” ๋‹จ์ถ• ์งˆ์†Œ์ œ๊ฑฐ๊ณต์ •์„ ์ ์šฉํ•˜์—ฌ ๊ฐ€์ถ•๋ถ„๋‡จ ์ค‘ ์งˆ์†Œ ์ œ๊ฑฐ๋ฅผ ์œ„ํ•œ ์ ์ • ์ฒ˜๋ฆฌ์กฐ๊ฑด์„ ํŒŒ์•…ํ•˜์˜€์œผ๋ฉฐ ์—ฐ๊ตฌ ๊ฒฐ๊ณผ๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™๋‹ค.

1) ๊ฐ€์ถ•๋ถ„๋‡จ๋ฅผ ์ด์šฉํ•œ ๊ธฐ์ดˆ์‹คํ—˜ ๊ฒฐ๊ณผ ์ผ์ • ์•”๋ชจ๋‹ˆ์•„ ๋†๋„์กฐ๊ฑด(550 mg NH4+-N/L ์ดํ•˜) ํ•˜์—์„œ๋Š” ์งˆ์‚ฐํ™” ๋ฐ˜์‘์ด ์›ํ™œํ•˜๊ฒŒ ์ด๋ฃจ์–ด์กŒ์œผ๋‚˜, ๊ณ ๋†๋„ ์•”๋ชจ๋‹ˆ์•„ ์กฐ๊ฑด(1,100 mg NH4+-N/L ์ด์ƒ)์—์„œ๋Š” FA ๋…์„ฑ์— ์˜ํ•ด AOB ๋ฐ NOB์˜ ํ™œ์„ฑ ์–ต์ œ๋กœ ์งˆ์‚ฐํ™” ๋ฐ˜์‘์ด ์›ํ™œํ•˜๊ฒŒ ์ง„ํ–‰๋˜์ง€ ์•Š๋Š” ๊ฒƒ์„ ํŒŒ์•…ํ•˜์˜€๋‹ค. ์ด๋ฅผ ํ†ตํ•ด ๊ฐ€์ถ•๋ถ„๋‡จ ์ •ํ™”์ฒ˜๋ฆฌ ์‹œ ๋ฐ˜์‘์กฐ ๋‚ด ์•”๋ชจ๋‹ˆ์•„ ๋†๋„ ๊ด€๋ฆฌ์— ๋Œ€ํ•œ ํ•„์š”์„ฑ์„ ํ™•์ธํ•˜์˜€๊ณ  ์œ ์ž…์ˆ˜ ๊ณต๊ธ‰๋ฐฉ๋ฒ• ๋ณ€๊ฒฝ์„ ํ†ตํ•ด ์ด๋ฅผ ํ•ด๊ฒฐํ•˜๊ณ ์ž ํ•˜์˜€๋‹ค.

2) ์‹คํ—˜๊ฒฐ๊ณผ์™€ ๊ธฐ์กด ๋ฌธํ—Œ์ž๋ฃŒ๋ฅผ ๋น„๊ตํ•˜์—ฌ FA ๋ฐ FNA์— ์˜ํ•œ ์งˆ์‚ฐํ™” ๋ฏธ์ƒ๋ฌผ ํ™œ์„ฑ ์–ต์ œ์—ฌ๋ถ€ ๊ฒ€ํ†  ๊ฒฐ๊ณผ, ๊ฑฐ์˜ ๋Œ€๋ถ€๋ถ„์˜ ์‹คํ—˜ ์กฐ๊ฑด์—์„œ FA ๋…์„ฑ์— ์˜ํ•œ NOB ํ™œ์„ฑ ์–ต์ œ์— ์˜ํ•œ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ์˜ ์ถ•์ ์ด ํ™•์ธ๋˜์—ˆ์œผ๋ฉฐ, FNA์— ์˜ํ•œ NOB ํ™œ์„ฑ ์–ต์ œ๋Š” ๊ฑฐ์˜ ์ผ์–ด๋‚˜์ง€ ์•Š์•˜์„ ๊ฒƒ์œผ๋กœ ํŒ๋‹จ๋œ๋‹ค.

3) ์‹คํ—˜์‹ค ๊ทœ๋ชจ SBR ์šด์ „๊ฒฐ๊ณผ ์œ ์ž…์ˆ˜์˜ ์ฒด๋ฅ˜์‹œ๊ฐ„์— ๋”ฐ๋ฅธ ์ฒ˜๋ฆฌ์ˆ˜์˜ ์กฐ์„ฑ ๋ณ€ํ™”๋ฅผ ํ™•์ธํ•˜์—ฌ ์šด์ „ ๋ชฉ์ ์— ๋งž๋Š” ์ ์ • ์ฒด๋ฅ˜์‹œ๊ฐ„์˜ ์ ์šฉ์ด ํ•„์š”ํ•˜๋‹ค๋Š” ๊ฒƒ์„ ์•Œ ์ˆ˜ ์žˆ์—ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ๋ฐฉ๋ฅ˜์ˆ˜ ์ˆ˜์งˆ๊ธฐ์ค€ ๋‹ฌ์„ฑ์„ ์œ„ํ•ด์„œ๋Š” ์ถ”๊ฐ€์ ์ธ ์™ธ๋ถ€ํƒ„์†Œ์› ์ฃผ์ž…์ด ํ•„์š”ํ•˜์˜€์œผ๋ฉฐ, ์ด๋ฅผ ๊ณ ๋Ÿฌํ•˜์—ฌ ์‹ค์ œ ํ˜„์žฅ ์ ์šฉ ๊ฒฐ๊ณผ ์ฒ˜๋ฆฌ์ˆ˜ ์ค‘ T-N ๋†๋„๋Š” ์•ฝ 85.1 mg/L ์ˆ˜์ค€์œผ๋กœ ๋ฐฉ๋ฅ˜์ˆ˜ ์ˆ˜์งˆ๊ธฐ์ค€(250 mg T-N/L)์„ ๋งŒ์กฑํ•˜์˜€๋‹ค. ๋˜ํ•œ ์ฒด๋ฅ˜์‹œ๊ฐ„ ์ œ์–ด๋ฅผ ํ†ตํ•ด ๊ฐ€์ถ•๋ถ„๋‡จ ์ฒ˜๋ฆฌ์ˆ˜ ์ค‘ ์•„์งˆ์‚ฐ์„ฑ ์งˆ์†Œ์™€ ์•”๋ชจ๋‹ˆ์•„์„ฑ ์งˆ์†Œ์˜ ๋†๋„๋น„๋ฅผ ์กฐ์ ˆํ•จ์œผ๋กœ์จ SBR ์ฒ˜๋ฆฌ์ˆ˜์˜ ์•„๋‚˜๋ชฉ์Šค ๊ณต์ • ์—ฐ๊ณ„ ๊ฐ€๋Šฅ์„ฑ์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์—ˆ๋‹ค.

4) ๋ณธ ์—ฐ๊ตฌ๊ฒฐ๊ณผ๋ฅผ ํ†ตํ•ด ๊ฐ€์ถ•๋ถ„๋‡จ ์ •ํ™”์ฒ˜๋ฆฌ์‹œ์„ค์—์„œ ๋ฐฐ์ถœ๋˜๋Š” ์งˆ์†Œ ๋ถ€ํ•˜๋Ÿ‰์„ ์ €๊ฐํ•  ์ˆ˜ ์žˆ์„ ๋ฟ๋งŒ ์•„๋‹ˆ๋ผ ์‹œ์„ค ์šด์˜๋น„์šฉ ์ ˆ๊ฐ์—๋„ ๋„์›€์ด ๋  ๊ฒƒ์œผ๋กœ ์˜ˆ์ƒ๋œ๋‹ค. ๋˜ํ•œ ๊ฐ€์ถ•๋ถ„๋‡จ ์ฒ˜๋ฆฌ์ˆ˜์˜ ์•„๋‚˜๋ชฉ์Šค ๊ณต์ • ์ ์šฉ ๊ฐ€๋Šฅ์„ฑ์„ ํ™•์ธํ•œ ๋งŒํผ, ํ–ฅํ›„ ์ด์— ๋Œ€ํ•œ ์ถ”๊ฐ€์ ์ธ ์—ฐ๊ตฌ๊ฐ€ ํ•„์š”ํ•  ๊ฒƒ์œผ๋กœ ์‚ฌ๋ฃŒ๋œ๋‹ค. ๋‹ค๋งŒ ๊ฐœ๋ณ„ ์ถ•์‚ฌ ์ ์šฉ ์‹œ์—๋Š” ์ฒ˜๋ฆฌ์‹œ์„ค์˜ ํ™˜๊ฒฝ์— ๋”ฐ๋ฅธ ๊ฒจ์šธ์ฒ  ์ˆ˜์˜จ ์ €ํ•˜๋กœ ์ธํ•œ ์งˆ์‚ฐํ™” ๋ฐ˜์‘ ์–ต์ œํ˜„์ƒ ๋ฐ ์ถ•์‚ฌ๋ณ„ ๊ฐ€์ถ•๋ถ„๋‡จ ๋ฐœ์ƒํŠน์„ฑ ์ฐจ์ด์— ๋”ฐ๋ฅธ ๋ถ€ํ•˜ ๋ณ€๋™์— ๋Œ€ํ•œ ๋Œ€์ฑ… ๋งˆ๋ จ ๋“ฑ์ด ํ•„์š”ํ•  ๊ฒƒ์œผ๋กœ ํŒ๋‹จ๋œ๋‹ค.

Acknowledgement

๋ณธ ๋…ผ๋ฌธ์€ ํ™˜๊ฒฝ๋ถ€์˜ ์žฌ์›์œผ๋กœ ๊ตญ๋ฆฝํ™˜๊ฒฝ๊ณผํ•™์›์˜ ์ง€์›์„ ๋ฐ›์•„ ์ˆ˜ํ–‰ํ•˜์˜€์Šต๋‹ˆ๋‹ค(NIER-2022-01-03-014).

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