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Pistikopoulos EN, Tian Y. Advanced Modeling and Optimization Strategies for Process Synthesis. Annu Rev Chem Biomol Eng 2024; 15:81-103. [PMID: 38594946 DOI: 10.1146/annurev-chembioeng-100522-112139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/11/2024]
Abstract
This article provides a systematic review of recent progress in optimization-based process synthesis. First, we discuss multiscale modeling frameworks featuring targeting approaches, phenomena-based modeling, unit operation-based modeling, and hybrid modeling. Next, we present the expanded scope of process synthesis objectives, highlighting the considerations of sustainability and operability to assure cost-competitive production in an increasingly dynamic market with growing environmental awareness. Then, we review advances in optimization algorithms and tools, including emerging machine learning-and quantum computing-assisted approaches. We conclude by summarizing the advances in and perspectives for process synthesis strategies.
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Affiliation(s)
- Efstratios N Pistikopoulos
- Texas A&M Energy Institute and Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas, USA;
| | - Yuhe Tian
- Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, West Virginia, USA;
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2
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Laal F, Khoshakhlagh A, Moradi Hanifi S, Pouyakian M. Prioritization of control measures in leakage scenario using Hendershot theory and FBWM-TOPSIS. PLoS One 2024; 19:e0298948. [PMID: 38578797 PMCID: PMC10997065 DOI: 10.1371/journal.pone.0298948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 02/01/2024] [Indexed: 04/07/2024] Open
Abstract
Currently, there is increasing concern about the safety and leakage of process industries. Therefore, the present study aims to prioritize control measures before and after the leakage scenario by using the Hendershot theory and MCDM techniques. In this study, two proactive and reactive layers were selected before and after leakage of tanks, respectively. Then, criteria and alternatives were selected to perform fuzzy TOPSIS (FTOPSIS) and find the best alternative based on the literature review and Hendershot approach. The linear model of the fuzzy Best-Worst method (FBWM) was constructed and resolved using Lingo 17 software. Subsequently, criteria were assigned weights based on thorough calculations of the inconsistency rate. The weight of study experts was equal to 0.25. The results of FBWM showed that the reliability index with a weight of 0.3727 was ranked first and the inconsistency rate ([Formula: see text]) was calculated to be equal to 0.040. Inherent Safety Design (ISD) (0.899) and passive safety (0.767) also ranked first before and after tank leaks, respectively. Using the FBWM method leads to fewer pairwise comparisons and at the same time more stability. Although ISD and passive strategies are more valid and strict, elements of all strategies are necessary for a comprehensive process safety management program.
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Affiliation(s)
- Fereydoon Laal
- Social Determinants of Health Research Center, Department of Occupational Health Engineering, Birjand University of Medical Sciences, Birjand, Iran
| | - Amirhossein Khoshakhlagh
- Department of Occupational Health Engineering, Faculty of Health, Kashan University of Medical Sciences, Kashan, Iran
| | - Saber Moradi Hanifi
- Department of Occupational Health Engineering, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Mostafa Pouyakian
- Department of Occupational Health and Safety Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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3
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Bayesian networks based laboratory retrofitting towards inherent safety: A risk-based implementation framework. J Loss Prev Process Ind 2023. [DOI: 10.1016/j.jlp.2023.105036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
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4
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Tahmid M, Syeda SR. A framework for integrating safety and environmental impact in the conceptual design of chemical processes. PURE APPL CHEM 2023. [DOI: 10.1515/pac-2022-1120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
Abstract
Multiple factors influence chemical process design and technology selection, including technical, economic, environmental, and safety considerations. Traditionally, a techno-economic analysis has been used to select a base case design, while safety and environmental impact have been subsequently assessed. This may leave out designs that exhibit better environmental and safety performance than the selected base case at a very early stage of design, where abundant opportunities for incorporating these objectives are present. Furthermore, although safety is an integral part of the overall sustainability of a chemical plant, historically it has been addressed separately from sustainability. Thus, there is a growing awareness for simultaneous consideration of these objectives during the conceptual process design phase of a project in order to select the most sustainable process route. The key to an effective sustainability assessment method for selecting the most sustainable process route involves the parsimonious selection of adequate metrics which define the sustainability profile of the process and an integrated multi-criteria decision-making (MCDM) framework. In this context, this work investigates gaps in conceptual process design and existing sustainability assessment methods through a review of existing environmental impact and safety assessment methodologies/tools. A possible workflow that incorporates both safety and environmental impact in a holistic multi-criterion decision-making framework (MCDM) has been proposed to select the most sustainable process route. The use of this framework is illustrated through a simple case study involving assessing solvent alternatives for palm oil recovery to highlight the scope and significance of the proposed framework.
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Affiliation(s)
- Mohammed Tahmid
- Department of Chemical Engineering , Bangladesh University of Engineering and Technology , Dhaka 1000 , Bangladesh
| | - Sultana Razia Syeda
- Department of Chemical Engineering , Bangladesh University of Engineering and Technology , Dhaka 1000 , Bangladesh
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Bassani A, Vianello C, Mocellin P, Dell’Angelo A, Spigno G, Fabiano B, Maschio G, Manenti F. Aprioristic Integration of Process Operations and Risk Analysis: Definition of the Weighted F&EI-Based Concept and Application to AG2S Technology. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c02289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Andrea Bassani
- Department for Sustainable Food Process (DiSTAS), Università Cattolica del Sacro Cuore, Via Emila Parmense 84, 29122Piacenza, Italy
| | - Chiara Vianello
- Dipartimento di Ingegneria Industriale, Università degli Studi di Padova, Via Marzolo 9, 35131Padova, Italy
| | - Paolo Mocellin
- Dipartimento di Ingegneria Industriale, Università degli Studi di Padova, Via Marzolo 9, 35131Padova, Italy
| | - Anna Dell’Angelo
- CMIC Dept. “Giulio Natta”, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133Milano, Italy
| | - Giorgia Spigno
- Department for Sustainable Food Process (DiSTAS), Università Cattolica del Sacro Cuore, Via Emila Parmense 84, 29122Piacenza, Italy
| | - Bruno Fabiano
- Dipartimento di ingegneria civile, chimica e ambientale − DICCA, Università degli studi di Genova, via Opera Pia 15, 16145Genova, Italy
| | - Giuseppe Maschio
- Dipartimento di Ingegneria Industriale, Università degli Studi di Padova, Via Marzolo 9, 35131Padova, Italy
| | - Flavio Manenti
- CMIC Dept. “Giulio Natta”, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133Milano, Italy
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Athar M, Shariff AM, Buang A, Umer A, Zaini D. Inherently safer process route ranking index (ISPRRI) for sustainable process design. J Loss Prev Process Ind 2022. [DOI: 10.1016/j.jlp.2022.104909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Zakaria Z, Mahmud H, Kidam K. Recognizing Design Issues in Process Industry for Safer Design. Chem Eng Technol 2022. [DOI: 10.1002/ceat.202200027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Zafirah Zakaria
- School of Chemical & Energy Engineering Universiti Teknologi Malaysia Skudai 81310 Malaysia Johor
| | - Hafizah Mahmud
- UTM-MPRC Institute for Oil & Gas Universiti Teknologi Malaysia Skudai 81310 Malaysia Johor
| | - Kamarizan Kidam
- School of Chemical & Energy Engineering Universiti Teknologi Malaysia Skudai 81310 Malaysia Johor
- UTM-MPRC Institute for Oil & Gas Universiti Teknologi Malaysia Skudai 81310 Malaysia Johor
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Inherent safer, eco-friendly and energy saving vapor recompression assisted extractive dividing-wall column process for the separation of minimum-boiling azeotrope. Sep Purif Technol 2022. [DOI: 10.1016/j.seppur.2021.120368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Li J, Goerlandt F, Reniers G, Feng C, Liu Y. Chinese international process safety research: Collaborations, research trends, and intellectual basis. J Loss Prev Process Ind 2022. [DOI: 10.1016/j.jlp.2021.104657] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Sarkar S, Quddus N, Mannan MS, El-Halwagi MM. Integrating flare gas with cogeneration system: Hazard identification using process simulation. J Loss Prev Process Ind 2022. [DOI: 10.1016/j.jlp.2021.104635] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Park S, Bailey JP, Pasman HJ, Wang Q, El-Halwagi MM. Fast, easy-to-use, machine learning-developed models of prediction of flash point, heat of combustion, and lower and upper flammability limits for inherently safer design. Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2021.107524] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Meramo-Hurtado S, Ceballos-Arrieta N, Cortes-Caballero J, Leon-Pulido J, Gonzalez-Quiroga A, Gonzalez-Delgado ÁD. Inherent Safety Assessment of Industrial-Scale Production of Chitosan Microbeads Modified with TiO 2 Nanoparticles. Biomolecules 2021; 11:biom11040568. [PMID: 33924286 PMCID: PMC8068982 DOI: 10.3390/biom11040568] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 03/26/2021] [Accepted: 04/06/2021] [Indexed: 11/16/2022] Open
Abstract
In this study, the inherent safety analysis of large-scale production of chitosan microbeads modified with TiO2 nanoparticles was developed using the Inherent Safety Index (ISI) methodology. This topology was structured based on two main stages: (i) Green-based synthesis of TiO2 nanoparticles based on lemongrass oil extraction and titanium isopropoxide (TTIP) hydrolysis, and (ii) Chitosan gelation and modification with nanoparticles. Stage (i) is divided into two subprocesses for accomplishing TiO2 synthesis, lemongrass oil extraction and TiO2 production. The plant was designed to produce 2033 t/year of chitosan microbeads, taking crude chitosan, lemongrass, and TTIP as the primary raw materials. The process was evaluated through the ISI methodology to identify improvement opportunity areas based on a diagnosis of process risks. This work used industrial-scale process inventory data of the analyzed production process from mass and energy balances and the process operating conditions. The ISI method comprises the Chemical Inherent Safety Index (CSI) and Process Inherent Safety Index (PSI) to assess a whole chemical process from a holistic perspective, and for this process, it reflected a global score of 28. Specifically, CSI and PSI delivered scores of 16 and 12, respectively. The analysis showed that the most significant risks are related to TTIP handling and its physical-chemical properties due to its toxicity and flammability. Insights about this process's safety performance were obtained, indicating higher risks than those from recommended standards.
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Affiliation(s)
- Samir Meramo-Hurtado
- Chemical Engineering Program, Universidad EAN, Bogotá 110221, Colombia;
- Correspondence: ; Tel.: +57-301-6915-157
| | - Nicolas Ceballos-Arrieta
- Chemical Engineering Program, Universidad de Cartagena, Bolivar 24120, Colombia; (N.C.-A.); (J.C.-C.); (Á.D.G.-D.)
| | - Jose Cortes-Caballero
- Chemical Engineering Program, Universidad de Cartagena, Bolivar 24120, Colombia; (N.C.-A.); (J.C.-C.); (Á.D.G.-D.)
| | | | - Arturo Gonzalez-Quiroga
- UREMA Research Unit, Mechanical Engineering Department, Universidad del Norte, Barranquilla 25138, Colombia;
| | - Ángel Dario Gonzalez-Delgado
- Chemical Engineering Program, Universidad de Cartagena, Bolivar 24120, Colombia; (N.C.-A.); (J.C.-C.); (Á.D.G.-D.)
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Meramo-Hurtado SI, González-Delgado ÁD. Process Synthesis, Analysis, and Optimization Methodologies toward Chemical Process Sustainability. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.0c05456] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Samir Isaac Meramo-Hurtado
- Bussines Management and Productivity Research Group, Industrial Engineering Program, Fundación Universitaria Colombo International, Av. Pedro Heredia Sector Cuatro Vientos #31-50, Cartagena 130000, Colombia
- Chemical Engineering Department, Universidad EAN, Street 71 #9 - 84, Bogotá 111311, Colombia
| | - Ángel Dario González-Delgado
- Nanomaterials and Computer-Aided Process Engineering, Chemical Engineering Program, Piedra de Bolívar, Street 30 #48-152, Cartagena 130000, Colombia
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Park S, Mendez E, Bailey JP, Rogers W, Pasman HJ, El-Halwagi MM. What can the trove of CSB incident investigations teach us? A detailed analysis of information characteristics among chemical process incidents investigated by the CSB. J Loss Prev Process Ind 2021. [DOI: 10.1016/j.jlp.2021.104389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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16
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Affiliation(s)
- Paul R. Amyotte
- Department of Process Engineering & Applied Science Dalhousie University Halifax Nova Scotia Canada
| | - Faisal I. Khan
- Centre for Risk, Integrity and Safety Engineering, Faculty of Engineering & Applied Science Memorial University St. John's Newfoundland & Labrador Canada
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An Integrated Approach to the Design of Centralized and Decentralized Biorefineries with Environmental, Safety, and Economic Objectives. Processes (Basel) 2020. [DOI: 10.3390/pr8121682] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Biorefineries provide economic, environmental, and social benefits towards sustainable development. Because of the relatively small size of typical biorefineries compared to oil and gas processes, it is necessary to evaluate the options of decentralized (or distributed) plants that are constructed near the biomass resources and product markets versus centralized (or consolidated) facilities that collect biomass from different regions and distribute the products to the markets, benefiting from the economy of scale but suffering from the additional transportation costs. The problem is further compounded when, in addition to the economic factors, environmental and safety aspects are considered. This work presents an integrated approach to the design of biorefining facilities while considering the centralized and decentralized options and the economic, environmental, and safety objectives. A superstructure representation is constructed to embed the various options of interest. A mathematical programming formulation is developed to transform the problem into an optimization problem. A new correlation is developed to estimate the capital cost of biorefineries and to facilitate the inclusion of the economic functions in the optimization program without committing to the type of technology or the size of the plant. A new metric called Total Process Risk is also introduced to evaluate the relative risk of the process. Life cycle analysis is applied to evaluate environmental emissions. The environmental and safety objectives are used to establish tradeoffs with the economic objectives. A case study is solved to illustrate the value and applicability of the proposed approach.
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Raslan R, Hassim MH, Chemmangattuvalappil NG, Ng DK, Ten JY. Safety and health risk assessment methodology of dermal and inhalation exposure to formulated products ingredients. Regul Toxicol Pharmacol 2020; 116:104753. [DOI: 10.1016/j.yrtph.2020.104753] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 07/17/2020] [Accepted: 07/27/2020] [Indexed: 11/16/2022]
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Gu H, Li J, Mu P, Zhu Q. Improving the Operational Efficiency of Ethylene Cracking Integrated with Refining by Molecular Management. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c01705] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Hengchang Gu
- State Key Laboratory of Chemical Resources Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Jianwei Li
- State Key Laboratory of Chemical Resources Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Peng Mu
- College of Information Science & Technology, Beijing University of Chemical Technology, Beijing 100029, China
- Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing 100029, China
| | - Qunxiong Zhu
- College of Information Science & Technology, Beijing University of Chemical Technology, Beijing 100029, China
- Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing 100029, China
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Systematic review on the implementation methodologies of inherent safety in chemical process. J Loss Prev Process Ind 2020. [DOI: 10.1016/j.jlp.2020.104092] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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