Synthesis and optimization of waste treatment flowsheets
This paper proposes pharmaceutical waste management through computer-aided synthesis of treatment policies composed of reuse, recycle and recovery options for valuable raw materials and chemically reactive methods for the destruction of offending species. Synthesis of a comprehensive superstructure,...
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| Vydané v: | Computers & chemical engineering Ročník 23; číslo 10; s. 1415 - 1425 |
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| Hlavní autori: | , |
| Médium: | Journal Article |
| Jazyk: | English |
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Elsevier Ltd
01.12.1999
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| ISSN: | 0098-1354, 1873-4375 |
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| Abstract | This paper proposes pharmaceutical waste management through computer-aided synthesis of treatment policies composed of reuse, recycle and recovery options for valuable raw materials and chemically reactive methods for the destruction of offending species. Synthesis of a comprehensive superstructure, which embeds all feasible treatment alternatives, will be demonstrated as a linear planning problem. Combinatorial complexity is tackled by means of an operation representation that features both logical as well as non-linear functional transition models. In step two, rigorous optimization reveals the optimal treatment policy. Plant-wide optimal policies reach regulatory compliance at minimal cost and satisfy site-specific constraints such as limited availability of treatment processes, bounded yearly emission thresholds, or desired level of material recovery. Computer-aided waste management also provides assessment of costs and benefits associated with pollution prevention efforts. The proposed hybrid methodology may be used for conceptual screening of technologies in situations where size and complexity of the problem space escapes purely rigorous methods. |
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| AbstractList | This paper proposes pharmaceutical waste management through computer-aided synthesis of treatment policies composed of reuse, recycle and recovery options for valuable raw materials and chemically reactive methods for the destruction of offending species. Synthesis of a comprehensive superstructure, which embeds all feasible treatment alternatives, will be demonstrated as a linear planning problem. Combinatorial complexity is tackled by means of an operation representation that features both logical as well as non-linear functional transition models. In step two, rigorous optimization reveals the optimal treatment policy. Plant-wide optimal policies reach regulatory compliance at minimal cost and satisfy site-specific constraints such as limited availability of treatment processes, bounded yearly emission thresholds, or desired level of material recovery. Computer-aided waste management also provides assessment of costs and benefits associated with pollution prevention efforts. The proposed hybrid methodology may be used for conceptual screening of technologies in situations where size and complexity of the problem space escapes purely rigorous methods. |
| Author | Chakraborty, Aninda Linninger, Andreas A. |
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| Cites_doi | 10.1016/0098-1354(93)80015-F 10.1016/0004-3702(91)90024-E 10.1002/aic.690360810 10.1002/aic.690401007 10.1016/0004-3702(86)90074-3 10.1080/00986449208936019 10.1016/0098-1354(88)87023-6 10.1016/0098-1354(96)00245-1 10.1016/0098-1354(90)87068-Z 10.1016/0098-1354(88)87022-4 10.1016/0004-3702(87)90092-0 10.1021/ci00058a008 10.1016/0098-1354(90)80020-C 10.1021/i160039a003 |
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| Keywords | Superstructure generation Computer-aided design Flowsheets synthesis Pollution prevention |
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| References_xml | – reference: , Ann Arbor, MI, October 17–18. – reference: Ali, S., Linninger. A. A., & Stephanopoulos, G. (1998). Synthesis of batch processing schemes as synthesis of operating procedures: a means-ends analysis and non-monotonic planning approach, AICHE Annual Meeting, Paper 216c, Miami, FL. – reference: Linninger, A. A. (1993). M-project — A material-based approach for the solution of industrial design processes, Conference for Mathematical Modeling and Computer Simulation of Industrial Processes, FAZAT-Steyr, Steyr, Austria. – volume: 14 start-page: 301 year: 1990 ident: BIB19 article-title: Synthesis of operating procedures for complete chemical plants-III. Planing in the presence of qualitative and mixing constraints publication-title: Computers & Chemical Engineering – volume: 90 start-page: 46 year: 1994 end-page: 53 ident: BIB21 article-title: Synthesis and assessment of batch processes for pollution prevention publication-title: American Institute of Chemical Engineering Symposium Series – volume: 6 start-page: 1209 year: 1990 ident: BIB11 article-title: Simultaneous synthesis of mass-exchange and regeneration networks publication-title: American Institute of Chemical Engineering Journal – volume: 4 start-page: 1397 year: 1990 ident: BIB12 article-title: Global optimization algorithm for certain classes of nonconvex NLPs-I theory publication-title: Computers & Chemical Engineering – volume: 40 start-page: 1650 year: 1994 ident: BIB26 article-title: Automatic synthesis of batch plant procedures: process-oriented approach publication-title: American Institute of Chemical Engineering Journal – volume: 29 start-page: 334 year: 1986 end-page: 339 ident: BIB4 article-title: Heuristic search through islands publication-title: Artificial Intelligence – volume: 32 start-page: 333 year: 1987 end-page: 377 ident: BIB7 article-title: Planning for conjunctive goals publication-title: Artificial Intelligence – volume: 10 start-page: 353 year: 1971 ident: BIB27 article-title: Computer-aided synthesis of chemical process designs publication-title: Industrial and Engineering Chemistry, Fundamentals – reference: GAMS Release 2.25; a users guide; GAMS Development Corporation, 1996. – volume: 114 start-page: 117 year: 1992 ident: BIB8 article-title: A combined MILP and logic-based approach to the synthesis of operating procedures of batch plant publication-title: Chemical Engineering Communications – volume: 23 start-page: 1996 year: 1996 ident: BIB15 article-title: Mixed-integer optimization techniques for algorithmic process synthesis publication-title: Advances in chemical engineering – reference: Dechema; Produktionsintegrierter Umweltschutz in der Chemischen Industrie, Frankfurt, 1990. – volume: 32 start-page: 48 year: 1995 ident: BIB3 article-title: Choose appropriate wastewater treatment technologies publication-title: Chemical Engineering Progress – volume: 20 start-page: S1431 year: 1996 end-page: 1436 ident: BIB23 article-title: Knowledge-based validation and waste management of batch pharmaceutical process designs publication-title: Computers & Chemical Engineering – volume: 28 start-page: 82 year: 1986 ident: BIB1 article-title: Knowledge representation using an augmented planning network: application to an expert system for planning HPLC separations publication-title: Journal of Chemical Information and Computer Sciences – volume: 17 start-page: 21 year: 1993 ident: BIB16 article-title: A general algorithm for short-term scheduling of batch operations publication-title: Computers & Chemical Engineering – reference: Friedler, F., Varga, J. B., & Fan L. T. (1994). Algorithmic approach to integration of total flowsheet synthesis and waste minimization. In Pollution prevention via process and product modifications, AIChE Symposium Series, 90 (303). – volume: 12 start-page: 985 year: 1988 ident: BIB17 article-title: Synthesis of operating procedures for complete chemical plants-I. Hierarchical structured modeling for nonlinear planning publication-title: Computers & Chemical Engineering – reference: Pantelides C., Shah, N., & Sharif, M. (1998). On the design of integrated batch recipes, AICHE Annual Meeting, Paper 216f, Miami Beach, FL. – reference: Chakraborty, A., & A. A. Linninger. (1998b). Computer-aided synthesis of waste treatment alternatives: a case study, – reference: Linninger, A. A., & Stephanopoulos, G. (1996). 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A nonlinear planning methodology publication-title: Computers & Chemical Engineering doi: 10.1016/0098-1354(88)87023-6 – ident: 10.1016/S0098-1354(99)00301-4_BIB22 doi: 10.1016/0098-1354(96)00245-1 – ident: 10.1016/S0098-1354(99)00301-4_BIB5 – volume: 23 start-page: 1996 year: 1996 ident: 10.1016/S0098-1354(99)00301-4_BIB15 article-title: Mixed-integer optimization techniques for algorithmic process synthesis – volume: 14 start-page: 301 year: 1990 ident: 10.1016/S0098-1354(99)00301-4_BIB19 article-title: Synthesis of operating procedures for complete chemical plants-III. Planing in the presence of qualitative and mixing constraints publication-title: Computers & Chemical Engineering doi: 10.1016/0098-1354(90)87068-Z – volume: 12 start-page: 985 year: 1988 ident: 10.1016/S0098-1354(99)00301-4_BIB17 article-title: Synthesis of operating procedures for complete chemical plants-I. Hierarchical structured modeling for nonlinear planning publication-title: Computers & Chemical Engineering doi: 10.1016/0098-1354(88)87022-4 – volume: 32 start-page: 333 issue: 3 year: 1987 ident: 10.1016/S0098-1354(99)00301-4_BIB7 article-title: Planning for conjunctive goals publication-title: Artificial Intelligence doi: 10.1016/0004-3702(87)90092-0 – volume: 28 start-page: 82 year: 1986 ident: 10.1016/S0098-1354(99)00301-4_BIB1 article-title: Knowledge representation using an augmented planning network: application to an expert system for planning HPLC separations publication-title: Journal of Chemical Information and Computer Sciences doi: 10.1021/ci00058a008 – volume: 22 start-page: 423 year: 1998 ident: 10.1016/S0098-1354(99)00301-4_BIB24 article-title: A natural language approach for the design of batch operating procedures publication-title: Informatica – volume: 4 start-page: 1397 year: 1990 ident: 10.1016/S0098-1354(99)00301-4_BIB12 article-title: Global optimization algorithm for certain classes of nonconvex NLPs-I theory publication-title: Computers & Chemical Engineering doi: 10.1016/0098-1354(90)80020-C – ident: 10.1016/S0098-1354(99)00301-4_BIB13 – volume: 10 start-page: 353 year: 1971 ident: 10.1016/S0098-1354(99)00301-4_BIB27 article-title: Computer-aided synthesis of chemical process designs publication-title: Industrial and Engineering Chemistry, Fundamentals doi: 10.1021/i160039a003 – ident: 10.1016/S0098-1354(99)00301-4_BIB6 – ident: 10.1016/S0098-1354(99)00301-4_BIB20 – volume: 20 start-page: S1431 year: 1996 ident: 10.1016/S0098-1354(99)00301-4_BIB23 article-title: Knowledge-based validation and waste management of batch pharmaceutical process designs publication-title: Computers & Chemical Engineering doi: 10.1016/0098-1354(96)00245-1 – ident: 10.1016/S0098-1354(99)00301-4_BIB2 – volume: 32 start-page: 48 year: 1995 ident: 10.1016/S0098-1354(99)00301-4_BIB3 article-title: Choose appropriate wastewater treatment technologies publication-title: Chemical Engineering Progress – ident: 10.1016/S0098-1354(99)00301-4_BIB14 – ident: 10.1016/S0098-1354(99)00301-4_BIB10 |
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| SubjectTerms | Computer-aided design Flowsheets synthesis Pollution prevention Superstructure generation |
| Title | Synthesis and optimization of waste treatment flowsheets |
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