eprintid: 4291 rev_number: 2 eprint_status: archive userid: 1 dir: disk0/00/00/42/91 datestamp: 2023-11-09 16:15:58 lastmod: 2023-11-09 16:15:58 status_changed: 2023-11-09 15:58:06 type: article metadata_visibility: show creators_name: Khor, C.S. creators_name: Chachuat, B. creators_name: Shah, N. title: Optimization of water network synthesis for single-site and continuous processes: Milestones, challenges, and future directions ispublished: pub keywords: Mathematical programming; Wastewater reclamation; Water conservation, Allied industries; Computational challenges; Continuous process; Future research directions; Model based optimization; Model formulation; State-of-the-art reviews; Water pinch analysis, Uncertainty analysis note: cited By 54 abstract: Increasing water demand in the process and its allied industries coupled with global water stress and scarcity has underlined the importance of water as a crucial resource and elevated a need for widespread adoption of water reuse and recycle. This paper provides a state-of-the-art review of the area of water network synthesis focusing on single-site and continuous process problems since its inception in the 1980s. The survey centers around model-based optimization or mathematical programming methods for water network synthesis and covers key findings from the water pinch analysis technique, which are often essential in enhancing model formulations. Major modeling and computational challenges are discussed that explore the issues of nonconvexity, nonlinearity, and uncertainty inherent in water network synthesis problems. The review concludes by providing a perspective of future research directions to be tackled to address the challenges highlighted. © 2014 American Chemical Society. date: 2014 publisher: American Chemical Society official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84903449145&doi=10.1021%2fie4039482&partnerID=40&md5=289f4d09d8ebc19f918f55e289987e75 id_number: 10.1021/ie4039482 full_text_status: none publication: Industrial and Engineering Chemistry Research volume: 53 number: 25 pagerange: 10257-10275 refereed: TRUE issn: 08885885 citation: Khor, C.S. and Chachuat, B. and Shah, N. (2014) Optimization of water network synthesis for single-site and continuous processes: Milestones, challenges, and future directions. Industrial and Engineering Chemistry Research, 53 (25). pp. 10257-10275. ISSN 08885885