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Integration of sustainable development goals in the field of process engineering through active learning methodologies 通过主动学习方法将可持续发展目标纳入加工工程领域
IF 3.5 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-15 DOI: 10.1016/j.ece.2024.08.001

The purpose of this paper is to integrate the Sustainable Development Goals (SDGs) in the outlines of a Master's Degree in Industrial Engineering using active learning methodologies. The main objective of this integration is to favor sustainable human education and to increase students’ awareness and responsibility towards future generations from the chemical engineering point of view. Within the process engineering course, the students must design a chemical process using technical, economic, social and environmental criteria. Active learning methodologies were gradually introduced in different academic courses (Project-Based Learning, Collaborative Work and Flipped Classroom) and finally SDGs were implemented in the 2020–21 academic course. A synergetic effect with the active learning methodologies was observed, increasing the motivation of the students and the academics, and the complexity of the projects performed by students. The introduction of the SDGs improved academic results, which was reflected in the absence of failures and a decrease in the percentage of students passing with the lowest grade from 16 % to 10 %. Moreover, students report that this project significantly enhanced their knowledge of the SDGs related to energy and climate change; students having low or very low knowledge about SDGs were reduced to 7 % as compared to the initial 45 %.

本文旨在利用主动学习方法,将可持续发展目标(SDGs)纳入工业工程硕士学位课程大纲。这种整合的主要目的是从化学工程的角度出发,支持可持续人类教育,提高学生对后代的认识和责任。在工艺工程课程中,学生必须利用技术、经济、社会和环境标准设计一个化学工艺。在不同的学术课程中逐步引入了主动学习方法(基于项目的学习、协同工作和翻转课堂),并最终在 2020-21 学年的课程中实施了可持续发展目标。积极的学习方法产生了协同效应,提高了学生和教师的积极性,增加了学生项目的复杂性。引入 "可持续发展目标 "提高了学习成绩,这体现在没有不及格的学生,最低分数及格的学生比例从 16% 降至 10%。此外,学生们报告说,该项目极大地增强了他们对与能源和气候变化有关的可持续发展目标的了解;对可持续发展目标了解较少或非常少的学生从最初的 45% 减少到 7%。
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引用次数: 0
Crystallisation: Solving crystal nucleation problem in the chemical engineering classroom based on the research grade experiments deployed in virtual mode 结晶:以虚拟模式部署的研究级实验为基础,解决化学工程课堂中的晶体成核问题
IF 3.5 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-07-25 DOI: 10.1016/j.ece.2024.07.001

Crystallization via nucleation can isolate active pharmaceutical ingredients from their crudes. While chemical engineering textbooks provide theoretical knowledge on crystallization and nucleation theories, they often fall short in providing provide practical insights on the nucleation mechanism. To bridge this gap, we introduced a virtual experiment on nucleation in second-year chemical engineering classrooms. The main goal is to educate students on crystallization procedures in research and process industries, teaching them how to analyse and manage collected data while integrating theoretical knowledge. This includes conveying the kind of information that can be obtained from a crystallisation process and instructing students on how to analyse and manage the data collected in the light of the theories learned. We devised an original chemical engineering problem on nucleation, derived directly from the raw data collected in the classroom from virtual experiments. This method differs from the conventional approach of solving standard textbook problems. The textbook problems, regrettably often lack crucial information on how nucleation rate or surface free energy are directly obtained from raw data. By the conclusion of the virtual experiment, students have acquired a comprehensive understanding encompassing both practical and theoretical aspects of crystallization, with a particular focus on nucleation. The methodologies elucidated in this study can be applied across a spectrum of chemical engineering modules, including process engineering, unit operations in chemical engineering, mass transfer, and can even be integrated into specialized courses dedicated to crystallization.

通过成核结晶可以从原液中分离出活性药物成分。虽然化学工程教科书提供了有关结晶和成核理论的理论知识,但往往无法提供有关成核机制的实际见解。为了弥补这一不足,我们在化学工程二年级课堂上引入了虚拟成核实验。主要目的是向学生传授研究和加工工业中的结晶程序,教他们如何分析和管理收集的数据,同时将理论知识融会贯通。这包括传达可从结晶过程中获得的信息类型,以及指导学生如何根据所学理论分析和管理收集到的数据。我们设计了一个关于成核的原创化学工程问题,该问题直接来自课堂上从虚拟实验中收集的原始数据。这种方法不同于解决标准课本问题的传统方法。令人遗憾的是,教科书上的问题往往缺乏关于如何从原始数据中直接获得成核率或表面自由能的关键信息。虚拟实验结束后,学生对结晶的实践和理论方面都有了全面的了解,尤其是对成核的了解。本研究中阐明的方法可应用于各种化学工程模块,包括过程工程、化学工程中的单元操作、传质,甚至可以整合到专门的结晶课程中。
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引用次数: 0
Towards Education 4.0: The role of Large Language Models as virtual tutors in chemical engineering 迈向教育 4.0:大型语言模型作为虚拟导师在化学工程中的作用
IF 3.5 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-07-24 DOI: 10.1016/j.ece.2024.07.002

Recent years have seen the rise of Artificial Intelligence (AI) powered generative chatbots, such as OpenAI’s ChatGPT or Microsoft’s Copilot. These tools have simultaneously positively surprised and taken aback people worldwide, raising the question of whether they can or should be used in education, as well as how to properly guide students and teachers on using them safely and ethically. To this end, this work provides (i) a brief overview of the current applications of AI in Higher Education (HE), (ii) a discussion of the ethical and societal concerns associated with the usage of AI models, (iii) the initial steps of the implementation of a chatbot used at the Technical University of Denmark (DTU) able to perform audits for Good Manufacturing Practice (GMP), and (iv) an investigation of the need and opportunities of AI in chemical engineering education. The latter is achieved through quantitative and qualitative analyses of the responses given by both Master’s students and academia/industry practitioners on the introduction and use of AI in education. This paves the way for discussing current perceptions, expectations and concerns of AI models, as well as their limitations and the opportunities they could provide.

近年来,由人工智能(AI)驱动的生成式聊天机器人开始崛起,如 OpenAI 的 ChatGPT 或微软的 Copilot。这些工具同时给全世界的人们带来了惊喜和震惊,引发了这些工具是否可以或应该用于教育的问题,以及如何正确引导学生和教师安全、合乎道德地使用这些工具的问题。为此,本作品提供了:(i) 当前人工智能在高等教育(HE)中的应用概述;(ii) 与使用人工智能模型相关的伦理和社会问题讨论;(iii) 丹麦技术大学(DTU)实施聊天机器人的初步步骤,该聊天机器人能够执行良好生产规范(GMP)审核;(iv) 人工智能在化学工程教育中的需求和机遇调查。后者是通过定量和定性分析硕士生和学术界/行业从业人员对在教育中引入和使用人工智能的回应来实现的。这为讨论当前对人工智能模型的看法、期望和担忧,以及其局限性和可能提供的机遇铺平了道路。
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引用次数: 0
Benefits and impact of emergency training in a VR environment 在虚拟现实环境中进行应急培训的益处和影响
IF 3.9 2区 教育学 Q1 Social Sciences Pub Date : 2024-06-08 DOI: 10.1016/j.ece.2024.05.004
Sofia Garcia Fracaro , Yusra Tehreem , Ryo Toyoda , Timothy Gallagher , Jarka Glassey , Kristel Bernaerts , Michael Wilk

This study addresses the critical need for realistic emergency training in industries where non-stationary conditions can quickly escalate into accidents or incidents. Real-life training is often impractical due to safety concerns and cost constraints. Consequently, incorporating immersive technologies into training curricula becomes crucial. This research explores participants' self-reflection on safety readiness during virtual reality (VR) emergency training and investigates the impact of interactive versus passive exposure to emergency situations in VR.

Three distinct exposure methods were developed, varying in the degree of participant involvement. Surprisingly, no statistically significant differences were found among the groups, indicating a positive perception of VR emergency training regardless of the exposure method. Participants valued the opportunity to safely make mistakes, witness consequences, and repeat procedures in VR. They believed such training enhanced their real-life emergency responses by fostering calmness, quick thinking, and prudent reactions.

However, some participants expressed skepticism, suggesting that VR training might not accurately simulate real-life stress conditions. Future research should explore the impact of photorealistic VR experiences on operators' perceptions and assess the benefits of additional efforts in VR development for emergency training.

在一些行业中,非稳态条件可能会迅速升级为事故或事件,因此本研究解决了这些行业对真实应急培训的迫切需求。出于安全考虑和成本限制,现实生活中的培训往往不切实际。因此,将沉浸式技术融入培训课程变得至关重要。本研究探讨了参与者在虚拟现实(VR)应急培训中对安全准备情况的自我反思,并调查了在 VR 中互动与被动暴露于紧急情况的影响。令人惊讶的是,各组之间没有发现统计学上的显著差异,这表明无论采用哪种暴露方法,参与者对 VR 应急培训的看法都是积极的。参与者重视在 VR 中安全地犯错误、目睹后果和重复程序的机会。不过,也有一些参与者表示怀疑,认为 VR 培训可能无法准确模拟现实生活中的压力条件。未来的研究应探索逼真的 VR 体验对操作员感知的影响,并评估在开发用于应急培训的 VR 方面做出更多努力的益处。
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引用次数: 0
Incorporating ecological economics into engineering education 将生态经济学纳入工程学教育
IF 3.9 2区 教育学 Q1 Social Sciences Pub Date : 2024-06-01 DOI: 10.1016/j.ece.2024.05.003
John J. Fitzpatrick, Edmond P. Byrne

Engineering students require an education which facilitates the development not just of functional design of technological artefacts and processes, but they also need to be equipped to understand and engage with their wider implications and context. Consequently, as part of the formation of sustainability informed engineers, there is a clear necessity to integrate the socio-economic aspects of sustainability in order to posit technology in appropriate contextualised settings. The chemical engineering degree programme at University College Cork incorporates a strong emphasis on integrating the socio-economic dimension of sustainability within the programme. This paper focuses on ecological economics, and how it can connect with engineering and why it is important that engineering students receive a grounding in ecological economics. It outlines the content of a five-lecture series on ecological economics given to fifth-year chemical engineering students. This includes environmental aspects, such ecological limits analysis and the use of strategies, including economic, to move unsustainable natural resource use and emissions discharges to within their ecological limits. It explores social aspects and the critical barriers to transitioning to a sustainable economy, as well as the impact of ecological economics on engineering. Finally, three consecutive final year classes were surveyed to elicit their feedback on being taught ecological economics and to test the hypothesis that the inclusion of ecological economics appreciably enhances students’ ability to engage productively with sustainability and the UN Sustainable Development Goals (SDGs); a key accreditation and professional requirement for contemporary engineering graduates. Overall, most students enjoyed the material, stating that is of value to engineering students, and they provided a useful qualitative assessment of the content.

工程专业的学生不仅需要接受有助于开发技术产品和工艺的功能设计的教育,而且还需要具备理解和参与其更广泛影响和背景的能力。因此,作为培养具有可持续发展意识的工程师的一部分,显然有必要将可持续发展的社会经济方面纳入其中,以便在适当的背景环境中进行技术定位。科克大学学院(University College Cork)的化学工程学位课程非常重视在课程中融入可持续性的社会经济层面。本文重点介绍生态经济学,以及生态经济学如何与工程学相联系,以及为什么工程学学生必须掌握生态经济学。本文概述了为化学工程专业五年级学生开设的生态经济学五讲系列课程的内容。其中包括环境方面,如生态极限分析和使用包括经济在内的策略,将不可持续的自然资源使用和排放转移到生态极限范围内。它还探讨了社会方面和过渡到可持续经济的关键障碍,以及生态经济学对工程学的影响。最后,对连续三个毕业班的学生进行了调查,以了解他们对生态经济学教学的反馈意见,并检验以下假设:生态经济学的加入是否能显著提高学生有效参与可持续发展和联合国可持续发展目标(SDGs)的能力;这是对当代工程学毕业生的一项关键认证和专业要求。总体而言,大多数学生都喜欢这套教材,认为它对工科学生很有价值,并对教材内容进行了有益的定性评估。
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引用次数: 0
Learning by doing using the Life Cycle Assessment tool: LCA projects in collaboration with industries 使用生命周期评估工具,在实践中学习:与工业界合作开展生命周期评估项目
IF 3.9 2区 教育学 Q1 Social Sciences Pub Date : 2024-05-27 DOI: 10.1016/j.ece.2024.05.002
Marta Rumayor , María Margallo , Javier Pinedo , Jonathan Albo

Active learning, also called "learning by doing" (LbD), has resulted in positive learning outcomes in several higher education degrees. This paper describes an LbD experience within Chemical Engineering education aiming to enhance learning and transferable competencies using a Life Cycle Assessment course as a vehicle. This compulsory course belongs to the European Project Semester (EPS) program taught in the fourth year of the Chemical Engineering Degree at the University of Cantabria. From the beginning, the activity has targeted LCA practice with a strong emphasis on performance and its application as a decision-making tool in real case studies through close collaboration with regional companies. Working in partnership with industrial companies has favoured a win-win-win situation as students could apply knowledge as future LCA specialists. In contrast, companies gained valuable insights to improve their environmental performance, and lecturers enhanced their industrial networks. A public session carried out at the end of the activity created an enriching debate on subjects from a diversity of points of view (e.g., the selection of impact categories, the proposed improvements for environmental impact reduction, etc.). According to the lecturers, the competencies acquired by students through this LbD experience in life cycle assessment have notably evolved, demonstrating not only an enhanced understanding of environmental impacts across a product life cycle but also a significant improvement in critical thinking, team collaboration, and practical problem-solving skills, thereby bridging the gap between theoretical knowledge and its application in real-world scenarios. This is in line with the student’s perception that considered, such as "problem resolution", "capacity for analysing" and synthesis and "capacity for information" management. These are essential not only for future LCA practitioners but for chemical engineers.

主动学习,也称为 "边做边学"(LbD),在一些高等教育学位中取得了积极的学习成果。本文介绍了化学工程教育中的 "边做边学 "经验,旨在以生命周期评估课程为载体,提高学习和可迁移能力。这门必修课属于坎塔布里亚大学化学工程专业四年级的欧洲项目学期(EPS)课程。从一开始,这项活动就以生命周期评估实践为目标,通过与地区企业的密切合作,着重强调性能及其作为决策工具在实际案例研究中的应用。与工业企业的合作有利于实现三赢局面,因为学生可以作为未来的生命周期评估专家应用相关知识。与此相反,企业获得了提高其环境绩效的宝贵见解,而讲师则加强了其行业网络。活动结束时举行的公开会议就各种观点(如影响类别的选择、减少环境影响的改进建议等)展开了内容丰富的辩论。讲师们认为,学生们通过这次生命周期评估方面的 LbD 体验所获得的能力有了显著提高,不仅增强了对整个产品生命周期的环境影响的理解,而且在批判性思维、团队协作和实际解决问题的能力方面也有了显著提高,从而缩小了理论知识与实际应用之间的差距。这与学生所考虑的 "问题解决"、"分析能力 "和 "综合能力 "以及 "信息能力 "管理的看法是一致的。这些不仅对未来的生命周期评估从业人员至关重要,对化学工程师也是如此。
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引用次数: 0
Enhancing self-learning skills and quality through formative actions and feedback within chemistry classes in the laboratory – A useful model 在化学实验课上通过形成性行动和反馈提高自学能力和质量--一种有用的模式
IF 3.9 2区 教育学 Q1 Social Sciences Pub Date : 2024-05-07 DOI: 10.1016/j.ece.2024.05.001
Michel van der Eijk, Urjan Jacobs, Christiaan Tempelman

In here a novel method is described to improve student success rates in a first-year basic chemistry theoretical/practical hybrid course (n = 31 students) by implementing simple ways of formative assessment. This to reduce student dropout rates following the philosophy of encouraging students’ self-control. Essential is to train first-year bachelor students in their self-learning skills and to enhance their evaluative judgment. As a result, students are able to provide better quality of the assessment products at the end of the course. In practice the course is redesigned and intervention tools are integrated at multiple levels throughout the course. The lecturers’ role was adapted to a coaching role, thereby introducing low-effort personalized micro-interventions to meet the personalized needs of students. To clarify these learning needs for students, awareness of the quality desired for the final assessment products is important. Awareness was improved by providing examples of varying quality and introducing multiple peer- and self-assessment moments during the course. The final evaluation of the course examination products showed that the quality of the laboratory notebook was substantially higher after following this approach. Additionally students learned other important skills such as self-learning skills, collaborating in practical work and giving and receiving feedback. Unexpectedly, the high perceived lecturers’ workload decreased. The work presented here provides a novel approach in the form of a model and a practical blueprint with tools for a practical chemistry course design which develops students’ self-learning skills thereby substantially improving student success rates. In our example course, the ultimate student success rate increased form 83 % to 95 % after using this novel approach.

本文介绍了一种新颖的方法,通过实施简单的形成性评估,提高一年级基础化学理论/实践混合课程(n = 31 名学生)的学生成功率。这种方法遵循鼓励学生自我控制的理念,以降低学生的辍学率。最重要的是训练本科一年级学生的自学能力,提高他们的评价判断能力。因此,学生能够在课程结束时提供更高质量的评估产品。在实践中,对课程进行了重新设计,并在整个课程的多个层面整合了干预工具。讲师的角色被调整为辅导角色,从而引入了低强度的个性化微干预,以满足学生的个性化需求。为了明确学生的这些学习需求,对最终评估产品所需质量的认识非常重要。通过在课程中提供不同质量的范例和引入多个互评和自评时刻,提高了学生的认识。对课程考试产品的最终评估表明,采用这种方法后,实验笔记本的质量大大提高。此外,学生们还学到了其他重要技能,如自学能力、实践工作中的合作以及给予和接受反馈。意想不到的是,学生认为讲师的工作量大大减少。本文介绍的工作以模型和实用蓝图的形式提供了一种新颖的方法,为实用化学课程设计提供了工具,培养了学生的自学能力,从而大大提高了学生的成功率。在我们的示例课程中,使用这种新方法后,学生的最终成功率从 83% 提高到 95%。
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引用次数: 0
Practical exercises of computer-aided process synthesis for chemical engineering undergraduates 面向化学工程专业本科生的计算机辅助工艺合成实践练习
IF 3.9 2区 教育学 Q1 Social Sciences Pub Date : 2024-05-03 DOI: 10.1016/j.ece.2024.04.002
Krunal J. Suthar , Aesha Mehta , Swapna Rekha Panda , Hitesh Panchal , Rakesh Sinha

The study presents ten different exercises covering various computational tools. These exercises are practical applications presented to improve the understanding and skills of students in important concepts of chemical-aided process synthesis. A few exercises aim to build a foundation in computational techniques for chemical engineering undergraduates. The exercises are based on a spreadsheet that covers the design of regression analysis to find the optimum Antoine constants, array calculation for multicomponent distillation material balance, and the generation of a Gantt chart to plan and study the activities of batch processes. The other exercises included an introduction to process simulation, simulation, and reactor rating, and a simulation of multicomponent shortcut distillation. These exercises provide students with hands-on experience in utilizing process simulation software essential for analysing and optimizing chemical processes in real-world scenarios. The exercises also included the design of a heat exchanger network and solving a linear programming problem. An anonymous survey was collected from the cohort that had undergone the exercises, and the practical grades were compared with the batch that did not study the proposed exercises. Additionally, student feedback on practical exercises was collected. Based on the experience of the course coordinator and the collected feedback from participants, it was clear that the exercises helped students to inculcate critical thinking and self-learning abilities. An article essentially sheds light on the computer-aided practical exercises that enable chemical engineering graduates to engage in lifelong learning.

本研究介绍了十种不同的练习,涵盖各种计算工具。这些练习都是实际应用,旨在提高学生对化学辅助工艺合成重要概念的理解和技能。一些练习旨在为化学工程专业的本科生打下计算技术的基础。这些练习基于电子表格,内容包括设计回归分析以找到最佳安托万常数、多组分蒸馏物料平衡的阵列计算,以及生成甘特图以计划和研究批量工艺活动。其他练习包括过程模拟介绍、模拟和反应器评级,以及多组分快捷蒸馏模拟。这些练习为学生提供了使用工艺模拟软件的实践经验,该软件对于分析和优化现实世界中的化学工艺至关重要。练习还包括设计热交换器网络和解决线性编程问题。通过匿名调查的方式,对参加过练习的学生进行了问卷调查,并将学生的实际成绩与未参加练习的学生的实际成绩进行了比较。此外,还收集了学生对实践练习的反馈意见。根据课程协调人的经验和收集到的学员反馈,练习显然有助于培养学生的批判性思维和自学能力。这篇文章从本质上揭示了计算机辅助实践练习能够帮助化学工程专业的毕业生进行终身学习。
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引用次数: 0
An “Agile” project planning course: Learning by doing in process engineering education 敏捷 "项目规划课程:在过程工程教育中边干边学
IF 3.9 2区 教育学 Q1 Social Sciences Pub Date : 2024-04-21 DOI: 10.1016/j.ece.2024.04.003
Wolfgang Riedl, Andrew Brown, Julia Rausenberger

Process engineering education requires a comprehensive foundation and practical application. To bridge the gap between theoretical education and market requirements, a "Project Planning Course” has been offered since 2018 as part of the MSc specialization in Chemical Engineering at the FHNW School of Life Sciences. The course didactics combines the principles of an “agile” teaching mindset and problem-based learning, which optimally support the experience of this module. Students had to work on unresolved real-world problems, make decisions based on incomplete information, and present their work in a board meeting role play with board members from industry. These situations represent typical real-world challenges for future chemical engineers. The results show that most of the students learned to cope with the unconventional teaching methodology. The students’ evaluations of the module have been very positive, especially the fact that the active participation of the students triggers the actual learning process - which means that the essential learning goal has been achieved.

过程工程教育需要全面的基础和实际应用。为了弥补理论教育与市场需求之间的差距,自 2018 年起,FHNW 生命科学学院开设了 "项目规划课程",作为化学工程专业硕士课程的一部分。课程教学结合了 "敏捷 "教学思维和基于问题的学习原则,为这一模块的学习体验提供了最佳支持。学生们必须解决现实世界中尚未解决的问题,根据不完整的信息做出决策,并在与来自工业界的董事会成员进行的董事会会议角色扮演中展示他们的工作。这些情况代表了未来化学工程师在现实世界中面临的典型挑战。结果表明,大多数学生学会了如何应对非常规的教学方法。学生对该模块的评价非常积极,尤其是学生的积极参与引发了实际的学习过程,这意味着基本的学习目标已经实现。
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引用次数: 0
Confronting the thermodynamics knowledge gap: A short course on computational thermodynamics in Julia 直面热力学知识鸿沟:朱莉娅计算热力学短期课程
IF 3.9 2区 教育学 Q1 Social Sciences Pub Date : 2024-04-05 DOI: 10.1016/j.ece.2024.03.002
Luc T. Paoli , Pavan K. Inguva , Andrew J. Haslam , Pierre J. Walker

Computational elements in thermodynamics have become increasingly important in contemporary chemical-engineering research and practice. However, traditional thermodynamics instruction provides little exposure to computational thermodynamics, leaving students ill-equipped to engage with the state-of-the-art deployed in industry and academia. The recent rise of easy-to-use open-source thermodynamic codes presents an opportunity for educators to help bridge this gap. In this work, we present a short course that was developed and rolled-out using the Clapeyron.jl package, the material of which is all openly available on GitHub. The course can serve as a foundation for others to similarly integrate computational material in thermodynamics education. The course is structured into three sections. Section one serves as a refresher and covers core material in numerical methods and thermodynamics. Section two introduces a range of thermodynamic models such as activity-coefficient models and cubic equations of state, outlining their implementation. In section three the focus is moved to deployment, guiding students on how to implement computational-thermodynamics methods covering volume solvers, saturation solvers, chemical-stability analysis and flash problems. In a pilot study conducted with both undergraduate and graduate students, participants found the material engaging and highly relevant to their chemical-engineering education.

热力学中的计算元素在当代化学工程研究和实践中变得越来越重要。然而,传统的热力学教学很少让学生接触到计算热力学,使他们没有能力接触到工业界和学术界所采用的最新技术。最近,易于使用的开源热力学代码的兴起为教育工作者提供了一个帮助缩小这一差距的机会。在这项工作中,我们介绍了一门使用 Clapeyron.jl 软件包开发和推出的短期课程,该软件包的所有材料均可在 GitHub 上公开获取。这门课程可以作为其他课程的基础,以便在热力学教学中同样整合计算材料。课程分为三个部分。第一部分是复习,涵盖数值方法和热力学的核心材料。第二节介绍了一系列热力学模型,如活度系数模型和立方状态方程,并概述了它们的实施。第三节的重点转向部署,指导学生如何实施计算热力学方法,包括体积求解器、饱和求解器、化学稳定性分析和闪光问题。在对本科生和研究生进行的试点研究中,参与者发现教材引人入胜,与他们的化学工程教育高度相关。
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引用次数: 0
期刊
Education for Chemical Engineers
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