Two New BiSSL Papers Published

Two journal papers related to the use of bio-inspired system design approaches for cyber-physical systems from the BiSSL group have recently been accepted for publication! The 1st stems directly from a current ongoing grant with Sandia National Labs with BiSSL Ph.D. student Emily Payne as co-author and the 2nd is a culmination of multiple collaborations across mechanical and electrical engineering at Texas A&M and is led by former BiSSL Ph.D. student Abheek Chatterjee, now a post-doc at NIST.

Abstract: Cyber-physical systems have behavior that crosses domain boundaries during events such as planned operational changes and malicious disturbances. Traditionally, the cyber and physical systems are monitored separately and use very different toolsets and analysis paradigms. The security and privacy of these cyber-physical systems requires improved understanding of the combined cyber-physical system behavior and methods for holistic analysis. Therefore, we propose leveraging clustering techniques on cyber-physical data from smart grid systems to analyze differences and similarities in behavior during cyber-, physical-, and cyberphysical disturbances. Since clustering methods are commonly used in data science to examine statistical similarities in order to sort large datasets, these algorithms can assist in identifying useful relationships in cyber-physical systems. Through this analysis, deeper insights can be shared with decision-makers on what cyber and physical components are strongly or weakly linked, what cyber-physical pathways are most traversed, and the criticality of certain cyber-physical nodes or edges. This paper presents several types of clustering methods for cyber-physical graphs of smart grid systems and their application in assessing different types of disturbances for informing cyber-physical situational awareness. The collection of these clustering techniques provide a foundational basis for cyber-physical graph interdependency analysis.

Jacobs, N., S. Hossain-McKenzie, S. Sun, E. Payne, A. Summers, L. Al Homoud, A. Layton, K. Davis, and C. Goes. (2024) โ€œLeveraging Clustering Techniques for Cyber-Physical System Analysis to Enhance Disturbance Characterization.โ€ The Institution of Engineering and Technology (IET) Cyber-Physical Systems: Theory & Applications.

Abstract: The design of resilient infrastructure is a critical engineering challenge for the smooth functioning of society. These networks are best described as Cyber-Physical Systems of Systems (CPSoS): integration of independent constituent systems, connected by physical and cyber interactions, to achieve novel capabilities. Bio-inspired design, using a framework called the Ecological Network Analysis (ENA), has been shown to be a promising solution for improving the resilience of engineering networks. However, the existing ENA framework can only account for one type of flow in a network. Thus, it is not yet applicable for the evaluation of CPSoS. The present work addresses this limitation by proposing a novel multigraph model of CPSoS, along with guidelines and modified metrics that enable ENA evaluation of the overall (cyber and physical) network organization of the CPSoS. The application of the extended framework is demonstrated using an energy infrastructure case study. This research lays the critical groundwork for investigating the design of resilient CPSoS using biological ecosystems inspiration.

Chatterjee, A., H. Huang, R. Malak, K. Davis, and A. Layton. (2024) โ€œExtending Ecological Network Analysis to Design Resilient Cyber-Physical System of Systems.โ€ IEEE Open Journal of Systems Engineering.

Graduate Awards and Fellowships for 3 BiSSL PhD Students

Two BiSSL Ph.D. students – Hadear Hassan and Emily Payne – have been awarded 2023 J. Mike Walker โ€™66 Impact Awards. The award is given to two male and two female graduate students who have demonstrated academic/scholarly achievements, as well as have leadership and/or entrepreneurial focus/experience and innovative excellence. The winners each receive a $5,000 fellowship. BiSSL Ph.D. student Luis Rodriguez was awarded a Sally and Ray Bowen โ€™58 Fellowship for 2022/23. Congratulations Hadear, Emily, and Luis! They’ll all be recognized at the 2023 Mechanical Engineering Scholarship & Fellowship Banquet in October in the Memorial Student Center.

Luis Rodriguez (back left) and Hadear Hassan (front 2nd from left) had their awards presented at the 2023 Mechanical Engineering Scholarship & Fellowship Banquet. They are both co-advised by Dr. Cynthia Hipwell (front-center).
(L-R) Emily Payne (BiSSL), Maulik Kotecha (Product Synthesis Engineering Lab), Shantanu Vyas (Mixed-Initiative Design Lab), Wanyu Xu (Product Synthesis Engineering Lab), Qiyu Li, Luis Rodriguez (BiSSL)

Successful IDETC-CIE 2023 in Boston

Another excellentย ASME (American Society of Mechanical Engineers)ย IDETC-CIE conference is in the books!

BiSSL Ph.D. studentsย Hadear Hassanย andย Emily Payneย from theย J. Mike Walker ’66 Department of Mechanical Engineering at Texas A&M Universityย each presented their first-authored papers, sharing their research that will help us achieve a moreย sustainableย andย resilientย world.

Hadear’s (in collaboration with Emily) was on “Quantifying the Sustainability and Robustness of Manufacturing Systems Using Energy and Ecological Network Analysis” and Emily’s (in collaboration with former undergraduate researcher Hannah Wagner) was on “Resilienceย & Sustainability in Certified Green Buildings:ย Applying Ecosystem Concepts to Aid in More Dynamicย Green Communities.”

Dr. Layton also presented the work of MS student Samuel Blair (who graduated in May 2023) on “Measuring the Health of Makerspaces During Large Disruptions such as the COVID-19 Pandemic.”

We also got to hang out with Dr. Abheek Chatterjee, who graduated from our lab last December!

(L-R) Abheek Chatterjee, Astrid Layton, Emily Payne, Hadear Hassan

Sandia National Lab Visit

Ph.D. student Emily Payne and Dr. Astrid Layton joined collaborators Dr. Kate Davis and her Ph.D. students Leen and Akram for a visit to Sandia National Lab in Albuquerque, NM. The trip was part of an ongoing collaborative LDRD grant with Sandia looking at cyber-physical power systems for resilience. The trip even evolved some exploring Petroglyph National Monument!

BiSSL Ph.D. Student Emily Payne Chosen as a TEX-E Fellow

Texas Entrepreneurship Exchange for Energy (TEX-E) is a first-of-a-kind collaboration among The University of Texas at Austin, Texas A&M University, University of Houston, Rice University, and Prairie View A&M Universityโ€”powered by Greentown Labs and MITโ€™s Martin Trust Center for Entrepreneurshipโ€”to create a powerful student-driven entrepreneurship ecosystem in Texas. More information can be found here: https://greentownlabs.com/tex-e/

A&M Feature on BiSSL Ph.D. Student Emily Payne

“Fashioning an engineering education via discipline and design” by Grace Dalton.

“Growing up, Emily Payne enjoyed drawing and being creative. In high school, she took practicum-level fashion courses involving practical applications of fashion theory and excelled in her projects.
ย 
Trace the pattern. Measure. Check numbers. Cut and stitch. Fit the garment. Adjust and tweak. Review results. Those were the steps she carefully followed when creating a garment in high school. It seemed inevitable that Payne would become a designer until she found herself contemplating what seemed like a different world entirely โ€” engineering. …”

BiSSL Ph.D. Student Hadear Hassan Awarded 2023 Association of Former Students Distinguished Graduate Student Award

Dr. Astrid Layton and award-winning BiSSL Ph.D. student Hadear Hassan.

Hadear has been awarded the 2023 Association of Former Students Distinguished Graduate Student Award for teaching!

Each year they select a group of graduate students to receive the Association of Former Students Distinguished Graduate Student Awards in one of two categories: Excellence in Research-Doctoral and Excellence in Teaching-Masterโ€™s and Doctoral. Student nominations arrive from faculty advisors or departments, and nomination represents a true honor and accomplishment, due to strenuous eligibility requirements. A panel of reviewers including faculty and administrators chooses award recipients.

โ€œThe Distinguished Graduate Student Awards recognize the top tier of Texas A&Mโ€™s graduate students for exemplifying our core values in classrooms and laboratories. These awards have been presented annually since 1965 thanks to generous gifts to The Association of Former Studentsโ€™ Annual Fund,โ€ said Porter S. Garner III โ€™79, President and CEO of The Association of Former Students. โ€œWe are pleased to be able to honor these exceptional Aggies for their important contributions to Texas A&Mโ€™s world-class teaching and cutting-edge research.โ€

4 BiSSL Students have Papers Accepted to IDETC-CIE 2023

We’re happy to share that 3 BiSSL papers, written by 4 BiSSL researcher students, have been accepted for publication and presentation in Boston, MA in August at IDETC-CIE 2023.


BiSSL alum Samuel Blair, in collaboration with our Georgia Tech partners Dr. Julie Linsey and Claire Crose, has a paper accepted to the Design Theory and Methodology division titled “Measuring the Health of Makerspaces During Large Disruptions Such as the COVID-19 Pandemic.”

As the popularity of makerspaces and maker culture has skyrocketed over the past two decades, numerous studies have been conducted to investigate the benefits of makerspaces for university students and how to best establish an inclusive, welcoming environment in these spaces on college campuses. However, unprecedented disruptions, such as the COVID-19 pandemic, have the potential to greatly affect the way that students interact with makerspaces and the benefits that result. In this study, a survey asking about prior makerspace involvement, tool usage, and student demographics was administered to students who use academic makerspaces at two large public universities. Survey data was collected for three semesters (Fall 2020, Spring 2021, and Spring 2022) and spanned both during and after the height of the COVID-19 pandemic. To quantify the differences between the semesters, nestedness and connectance metrics inspired by ecological plant-pollinator networks were utilized. These ecological metrics allow for the structure of the interactions of a network to be measured, with nestedness highlighting how students interact with tools and connectance with the quantity of student-to-tool interaction. The network analysis was used to better gauge the health of the makerspace and the type and frequency of interactions between tools. The raw survey data combined with the ecological metrics provided unique insight into the struggles the makerspaces encountered throughout the pandemic. It was found that nestedness, a measure of system stability, decreases with a decrease in tool usage. Additionally, the higher the connectance the more students interacted with the space. Utilizing metrics such as these and better understanding student tool interactions can aid makerspaces in monitoring their success and maintaining a healthy and welcoming space, as well as tracking the current health of the space. In combination with the survey results, a deep understanding of what challenges the space is facing can be captured.

Crose, C., S. Blair, A. Layton, and J. Linsey. (2023) โ€œMeasuring the Health of Makerspaces During Large Disruptions such as the COVID-19 Pandemic.โ€ ASME 2023 International Design Engineering Technical Conferences and Computers & Information in Engineering Conference (IDETC-CIE). Boston, MA, USA.

BiSSL Ph.D. students Hadear Hassan and Emily Payne collaborated on the paper titled “Quantifying the Sustainability and Robustness of Manufacturing Systems Using Energy and Ecological Network Analyses,” to be presented by Hadear in August in the Design For Manufacturing and Life Cycle division (DFMLC).

Global issues, such as supply chain disruptions, have increased awareness of the importance of manufacturing systems being able to quickly bounce back from disturbances. This necessary response is in addition to the importance of mitigating climate change, maintaining market competitiveness, and eliminating unnecessary waste. Two analysis types are compared here: 1) a thermodynamic exergy analysis to quantify a manufacturing system’s energy and material efficiency and 2) an ecological network analysis as a quantitative representation of the system’s sustainability and robustness. Several manufacturing structures, including different processes ranging from the traditional to advanced, like injection molding and binder jetting, are examined in terms of the system response to changes. The findings indicate that the thermodynamic approach efficiently evaluates the efficacy of energy and resource conversion to create a final product. The ecological network approach was also found to provide useful insights on both the environmental efficiency of the systems as well as the resilience. These results are useful when combined for suggesting system layouts and operations that holistically improve a manufacturing systemโ€™s design. The findings indicate that existing manufacturing infrastructure needs to be redesigned to better withstand and recover from unforeseen disruptions. Introducing features such as recyclability and combining multiple types of manufacturing processes can enhance the overall resilience of the system. The work suggests that the bio-inspired systems analysis approach when coupled with connectivity and energy-related factors can lead to enhanced manufacturing system designs.

Hassan, H., E. Payne, and A. Layton. (2023) โ€œQuantifying the Sustainability and Robustness of Manufacturing Systems Using Energy and Ecological Network Analyses.โ€ ASME 2023 International Design Engineering Technical Conferences and Computers & Information in Engineering Conference (IDETC-CIE). Boston, MA, USA.

BiSSL Ph.D. student Emily Payne and undergraduate alum Hannah Wagner collaborated on the paper titled “Resilience and Sustainability in Certified Green Buildings: Applying Ecosystem Concepts to Aid in More Dynamic Green Communities,” to be presented by Emily in August in the Design For Manufacturing and Life Cycle division (DFMLC).

Sustainable and resilient buildings ensure safety and lifespan while also benefiting the environment. Leadership in Energy and Environmental Design (LEED) is one respectable certification that many buildings can receive to ensure that they are meeting future climate and energy goals. However, LEED buildings have credits that do not necessarily agree with creating a sustainable environment. When comparing the orientation of LEED points and their relationship to the building and community to ecological structures, we found that a rearrangement of categories can provide visualization for organized recycling and higher cyclicity through ecological network applications. This relationship was applied to a new scorecard which has results indicating that if designers choose to meet criteria where one credit in each grouping is implemented in construction, then a sustainable building can still be efficient as well as recognized as a green building.  

Payne, E., H. Wagner and A. Layton. (2023) โ€œResilience and Sustainability in Certified Green Buildings: Applying Ecosystem Concepts to Aid in More Dynamic Green Communities.โ€ ASME 2023 International Design Engineering Technical Conferences and Computers & Information in Engineering Conference (IDETC-CIE). Boston, MA, USA.

Two new BiSSL Journal Papers Accepted!

Two journal papers have recently been accepted for publication involving BiSSL student alumni as authors/co-authors and collaborators.

โ€œEcological Robustness-Oriented Grid Network Design for Resilience Against Multiple Hazardsโ€ in IEEE Transactions on Power Systems by Hao Huang, Varuneswara Panyam, Astrid Layton, and Katherine Davis

โ€œA Comparison of Graph-Theoretic Approaches for Resilient System of Systems Designโ€ in ASME Journal of Computing and Information Science in Engineering by Abheek Chatterjee, Cade Helbig, Richard Malak, and Astrid Layton