Advanced Process Design and Modeling Methods for Sustainable and Energy Efficient Processes

dc.contributor.authorMcNeeley, Adam M.en
dc.contributor.committeechairLiu, Yih-Anen
dc.contributor.committeememberWhiting, Gary Kenen
dc.contributor.committeememberAchenie, Luke E.en
dc.contributor.committeememberWrenn, Steven Parkeren
dc.contributor.departmentChemical Engineeringen
dc.date.accessioned2025-01-07T09:00:51Zen
dc.date.available2025-01-07T09:00:51Zen
dc.date.issued2025-01-06en
dc.description.abstractChemical engineering, as a discipline, uses knowledge of chemistry, thermodynamics, and transport to process and refine resources on a global scale. The chemical processing industry has an enormous impact on global energy consumption and contributes to climate change. Chemical engineers play a major role in the transition of the chemical industry away from fossil fuels and develop more sustainable and efficient methods to produce commodities. To achieve this goal, new chemical and processing technologies must be developed. It is critical in these early stages of development to identify chemical and processing pathways that are both practical and economically competitive to existing technologies. With the goal of increasing the speed of developing and implementing new chemical and processing technologies, screening and early stage evaluation is essential to guiding research towards the most promising new processes and chemical pathways. This work focuses on the investigation of new chemical processing technologies, which have received academic attention, but have not been evaluated in the context of practical implementation, process design, or energy consumption. We investigate the background of these new technologies and compare them to the conventional counterparts. We present chemical and operational insights gained from industrial patents to develop feasible process designs that inform the operation and demonstrate drastic improvements possible with established heat integration and process intensification techniques. One technology we investigate is aromatics separation from petroleum feedstocks using new ionic liquid (IL) solvents. ILs are very popular in literature to replace conventional organic solvents with their main novelty being non-volatility. A practically limitless number of ILs with different properties can be synthesized introducing the potential to develop IL solvents tailored to specific applications. We investigate the potential of ILs for aromatic extraction by first developing a methodology to model the process and capture molecular interactions between the solvent and typical hydrocarbons. We then developed an IL specific process design that overcomes the challenges related to the target feedstock. We finally determined the ideal IL solvent properties for the target application investigated. We simulate and optimize designs considering 16 different ILs and use the data to correlate solvent properties to key process variables and total process energy demand. We demonstrate that 11 of the 16 ILs require less energy compared to the conventional solvent with the best performing IL reduced energy demand by 43%. Another technology we investigate is chemical recycling of poly(ethylene terephthalate) (PET), commonly used in bottles, textiles, and packaging. Chemical recycling converts waste PET into monomers that can be reprocessed into PET polymer. The monomer products are easier to purify, and chemical recycling expands the scope of recyclable waste material. There are three PET chemical recycling pathways considered by industry and academia: glycolysis, methanolysis, and hydrolysis. We investigate the fundamental differences between these chemical pathways and highlight how differences in physical and chemical properties of reactants and products lead to processing differences. We use a combination of industrial literature review and design knowledge to develop the first complete process configurations for each depolymerization pathway. We demonstrate heat integration and process intensifications that drastically reduce energy demand. We use the combination of process design and literature to compare the designs and discuss uncertainties and advantages and disadvantages. Heat integrated continuous PET chemical recycling processes can be expected to consume between 6,000 – 10,000 kJ/kg PET regardless of the depolymerization route. Continuing the trend of investigating chemical recycling of polymers we consider nylon 6, the most widely produced polyamide used for electronics, automotive parts, and textiles. Nylon 6 polymer is readily converted to its monomer caprolactam with or without the use of water as a solvent. While the recycling of post-consumer nylon 6 waste has been limited, the recovery and recycling of nylon 6 scrap and oligomers is well known. We identify the three processing routes commonly used to produce caprolactam from nylon 6: liquid-phase hydrolysis, steam stripping, and solvent-free depolymerization. We identify decomposition reactions and use experimental data to develop a kinetic model for nylon 6 depolymerization. We incorporate the kinetic model into process models for the different processing routes and demonstrate novel process intensifications to drastically reduce energy demand. We compare and discuss potential applications for each process configuration processing different types of post-consumer waste. Concluding the topic of chemical recycling of polymers, we investigate nylon 66 depolymerization, which despite chemical similarities to nylon 6, is hardly considered for chemical recycling. We provide an overview of the different chemical recycling pathways proposed in literature including acid and alkaline hydrolysis, and ammonolysis. We use experimental data to develop a novel activity coefficient based kinetic model for nylon 66 hydrolysis and add degradation reactions to present the first alkaline hydrolysis process design for nylon 66. We investigate different sections of the process and operation sensitivity to design assumptions and provide a comparison to the similar PET alkaline hydrolysis process. We find the nylon 66 alkaline hydrolysis process has favorable energy demand and is deserving of further evaluation for commercial implementation. Overall, this work has advanced the aromatic extraction technology and chemical recycling of step growth polymers. We demonstrate broad and systematic methods of incorporating data from academic and industrial evaluations to produce practical and thermodynamically consistent process models. We use these models to describe the reactions, separations, and purifications of new technologies to quantify energy demands and where operational or data uncertainties exist to focus future research. We use the defined process flows and separations to demonstrate process intensifications that drastically reduce process energy demand by as much as 70%, which can alter conclusions and favorability of certain process configurations.en
dc.description.abstractgeneralChemical engineering plays a critical role in the global efforts to transition from fossil fuels to renewable and sustainable resources. This includes improving energy efficiency of existing chemical processes, improving processes to consume less raw materials, and developing new pathways to produce chemicals traditionally derived from fossil fuels. Academic chemical engineering research focuses on developing new chemicals and chemical processes to aid in this effort. There are a vast number of new chemicals and processes investigated in academia, but it is extremely rare that these advance beyond a conceptual or lab-scale, which limits the contribution of the research towards solving the problems it aims to address. We use our expertise in process design, modeling, and the general ability to understand how technology advances from concept to implementation. We take new chemicals or reaction pathways and conceptualize practical designs or implementations of the technology at commercial scale. We use the development of the designs to rank and screen favorability of new technologies against other new or conventional technologies, approximate the relative complexity and resource consumption, and identify important parts of the process where data is critical for continued development or a more accurate assessment of technological viability. In this way, we guide research for new technologies to increase the speed and likelihood of real-world implementation and impact. In this dissertation, we consider the application of a new type of solvents, claimed to be 'green', that are used to separate petroleum products, and recycling processes for plastics that convert the plastic to chemicals, which are purified and converted back to the original plastic. The results of our work demonstrate the new type of solvents we investigated have properties that can reduce the energy demand of the process for which they are proposed by almost 50% using a novel design concept we developed. Despite the potential of these solvents, we raise concerns about uncertainties related to their practical implementation that require resolution. For the chemical recycling of plastics, we demonstrate a disconnect between academic focus and industrial practice. We develop some of the first models for several waste plastic chemical recycling processes to demonstrate how the plastics are chemically converted and purified to be suitable for consumer use. We compare different methods to recycle specific types of plastic, providing insight into the advantages and disadvantages of each method, considering applications for which they are most suitable, and indicating where further research is best applied. We demonstrate that these processes, using advanced processing techniques, can drastically reduce energy demand, in some cases by as much as 70%.en
dc.description.degreeDoctor of Philosophyen
dc.format.mediumETDen
dc.identifier.othervt_gsexam:42430en
dc.identifier.urihttps://hdl.handle.net/10919/123911en
dc.language.isoenen
dc.publisherVirginia Techen
dc.rightsCreative Commons Attribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en
dc.subjectProcess Designen
dc.subjectChemical Recyclingen
dc.subjectAromatic Extractionen
dc.subjectProcess Intensificationen
dc.subjectKinetic Modelingen
dc.subjectData Analyticsen
dc.subjectProcess Modelingen
dc.titleAdvanced Process Design and Modeling Methods for Sustainable and Energy Efficient Processesen
dc.typeDissertationen
thesis.degree.disciplineChemical Engineeringen
thesis.degree.grantorVirginia Polytechnic Institute and State Universityen
thesis.degree.leveldoctoralen
thesis.degree.nameDoctor of Philosophyen

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