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Deep reinforcement learning in an ultrafiltration system: Optimizing operating pressure and chemical cleaning conditions.
Park, Sanghun; Shim, Jaegyu; Yoon, Nakyung; Lee, Sungman; Kwak, Donggeun; Lee, Seungyong; Kim, Young Mo; Son, Moon; Cho, Kyung Hwa.
Affiliation
  • Park S; Center for Water Cycle Research, Korea Institute of Science and Technology, 5 Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea; School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology (UNIST), UNIST-gil 50, Ulsan 44919, Republic of Korea.
  • Shim J; School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology (UNIST), UNIST-gil 50, Ulsan 44919, Republic of Korea.
  • Yoon N; Center for Water Cycle Research, Korea Institute of Science and Technology, 5 Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea; School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology (UNIST), UNIST-gil 50, Ulsan 44919, Republic of Korea.
  • Lee S; Department of Civil and Environmental Engineering, Hanyang University, Seongdong-gu, Seoul, 04763, Republic of Korea.
  • Kwak D; Infra Research Group Environmental Technology Section, POSCO Engineering and Construction, Incheon Tower-daero, Yeonsu-gu, Incheon, 22009, Republic of Korea.
  • Lee S; Infra Research Group Environmental Technology Section, POSCO Engineering and Construction, Incheon Tower-daero, Yeonsu-gu, Incheon, 22009, Republic of Korea.
  • Kim YM; Department of Civil and Environmental Engineering, Hanyang University, Seongdong-gu, Seoul, 04763, Republic of Korea.
  • Son M; Center for Water Cycle Research, Korea Institute of Science and Technology, 5 Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea; Division of Energy and Environment Technology, KIST-School, University of Science and Technology, Seoul, 02792, Republic of Korea. Electronic address: moonso
  • Cho KH; School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology (UNIST), UNIST-gil 50, Ulsan 44919, Republic of Korea. Electronic address: khcho@unist.ac.kr.
Chemosphere ; 308(Pt 2): 136364, 2022 Dec.
Article in En | MEDLINE | ID: mdl-36087735
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Ultrafiltration / Water Purification Limits: Humans Language: En Journal: Chemosphere Year: 2022 Document type: Article
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Ultrafiltration / Water Purification Limits: Humans Language: En Journal: Chemosphere Year: 2022 Document type: Article