CPS: Synergy: Adaptive Management of Large Energy Storage Systems for Vehicle Electrification
Lead PI:
Kang Shin
Co-PI:
Abstract
Large battery systems with 100s/1000s cells are being used to power various physical platforms. For example, automobiles are transitioning from conventional powertrains to (plug-in) hybrid and electric vehicles (EVs). To achieve the desired efficiency of EVs, significant improvements are needed in the architecture and algorithms of battery management. This project will develop a new comprehensive battery management architecture, called Smart Battery Management System (SBMS). The research is expected to bridge the wide gap existing between cyber-physical system (CPS) research and electrification industry communities, provide environment-friendly solutions, increase the awareness of CPS, and develop skilled human resources. This project will incorporate and enhance a battery management system (BMS) by including battery state-of-charge (SoC) and state-of-health (SoH) algorithms as well as power management strategies on both pack and cell levels. Specifically, it consists of five main research tasks: (i) design a dynamically reconfigurable energy storage system to tolerate harsh internal and external stresses; (ii) develop cell-level thermal management algorithms; (iii) develop efficient, dependable charge and discharge scheduling algorithms in hybrid energy storage systems; (iv) develop a comprehensive, diagnostic/prognostic (P/D) algorithm with system parameters adjusted for making optimal decisions; and (v) build a testbed and evaluate the proposed architecture and algorithms on the testbed. This research will advance the state-of-the-art in the management of large-scale energy storage systems, extending their life and operation-time significantly, which is key to a wide range of battery-powered physical platforms. That is, SBMS will enable batteries to withstand excessive stresses and power physical platforms for a much longer time, all at low costs. SBMS will also serve as a basic framework for various aspects of CPS research, integrating (cyber) dynamic control and P/D mechanisms, and (physical) energy storage system dynamics.
Performance Period: 01/01/2015 - 12/31/2018
Institution: University of Michigan Ann Arbor
Sponsor: National Science Foundation
Award Number: 1446117
NSF Early Career Workshop on Exploring New Frontiers in Cyber-Physical Systems
Lead PI:
Sertac Karaman
Abstract
This proposal funds an early-career workshop in Cyber-Physical Systems. The target audience includes late-stage graduate students; postdoctoral fellows; and assistant professors early in their academic careers. The workshop is multidisciplinary, and is designed to focus on foundational CPS ideas applicable across multiple domains such as energy, transportation, and healthcare. The workshop hopes to identify new research directions through brainstorming discussions, plenary talks, and poster sessions. The community of early-career researchers has typically not been addressed by previous CPS workshops or PI meetings; engaging these individuals will foster new partnerships and collaborations, contribute to the growth of new and creative ideas that are foundational to CPS across multiple application domains, and will contribute to the nurturing of early-career PIs and prospective PIs in CPS - thereby positively impacting the CPS innovation ecosystem.
Performance Period: 06/15/2014 - 06/30/2016
Institution: Massachusetts Institute of Technology
Sponsor: National Science Foundation
Award Number: 1445299
NSF Workshop on Transportation Cyber-Physical Systems - Participant Support
Lead PI:
Ragunathan Rajkumar
Abstract
This project provides participant support for the 2014 Transportation CPS Workshop, enabling a broad range of leading researchers spanning academia, industry, and government to develop an ambitious research agenda at the intersection of transportation systems and cyber-physical systems, together with a workshop report that crystallizes this agenda. The workshop addresses an important area of exploration problems of great impact to society: cyber-physical systems in the automotive and aerospace domains, including connected vehicles and their security, safety, and verification, stand to save time, fuel costs, and lives lost to accidents. The project supports community building and ensures multiple and diverse perspectives are included.
Performance Period: 04/15/2014 - 03/31/2015
Institution: Carnegie Mellon University
Sponsor: National Science Foundation
Award Number: 1439929
2014 CPS Medical Devices Workshop Travel Support
Lead PI:
Scott Smolka
Abstract
This proposal provides for travel of participants of the 2014 CPS Workshop on Medical Frontiers in Research. The workshop is bringing together multi-disciplinary experts from industry, academia, and government to discuss future CPS research challenges in this space. The participants are expert in the foundational science, engineering, and technology underlying next-generation cyber-physical systems, particularly in the context of the application domain of medicine, including medical devices. Through sessions on CPS research in sensing, diagnosis, and prosthetics, the attendees are defining a compelling research agenda in an area of scientific, technical, and engineering exploration that has tremendous societal impact.
Performance Period: 03/15/2014 - 02/29/2016
Institution: SUNY at Stony Brook
Sponsor: National Science Foundation
Award Number: 1430010
Workshop for Aspiring PIs in Cyber-Physical Systems
Lead PI:
Jonathan Sprinkle
Abstract
This proposal outlines a Workshop for Aspiring PIs in Cyber-Physical Systems. The invitation-only workshop will take place over 1.5 days, and include early-career researchers with interests in cyber-physical systems who have not previously been funded by the NSF CPS solicitation but who have submitted proposals. The workshop will help aspiring PIs understand what NSF (and importantly, the panels convened by NSF) are expecting to see in a successful CPS proposal. The workshop will include exciting talks by CPS program grantees as well as NSF CPS Program Officers, along with panel discussions with researchers as well as program officers. The agenda also plans significant time for discussions between aspiring PIs and panelists. The workshop will enlarge the CPS research community. It will help early-stage researchers better understand CPS program goals, provide opportunities for interaction with program leadership, and result in significant improvement in the quality of CPS project ideas from the community and better alignment with program goals.
Jonathan Sprinkle

Dr. Jonathan Sprinkle is a Professor of Computer Science at Vanderbilt University. From 2007-2021 he was with the faculty of Electrical and Computer Engineering of the University of Arizona, where he was a Distinguished Scholar and a Distinguished Associate Professor. He served as a Program Director at the National Science Foundation from 2017-2019 in the Computer and Information Science and Engineering Directorate, working with programs such as Cyber-Physical Systems, Smart & Connected Communities, and Research Experiences for Undergraduates.

Performance Period: 01/15/2014 - 06/30/2015
Institution: University of Arizona
Sponsor: National Science Foundation
Award Number: 1419419
CloudLab: Flexible Scientific Infrastructure to Support Fundamental Advances in Cloud Architectures and Applications
Lead PI:
Robert Ricci
Co-PI:
Abstract
Many of the ideas that drive modern cloud computing, such as server virtualization, network slicing, and robust distributed storage, arose from the research community. But because today's clouds have particular, non-malleable implementations of these ideas "baked in," they are unsuitable as facilities in which to conduct research on future cloud architectures. This project creates CloudLab, a facility that will enable fundamental advances in cloud architecture. CloudLab will not be a cloud; CloudLab will be large-scale, distributed scientific infrastructure on top of which many different clouds can be built. It will support thousands of researchers and run hundreds of different, experimental clouds simultaneously. The Phase I CloudLab deployment will provide data centers at Clemson (with Dell equipment), Utah (HP), and Wisconsin (Cisco), with each industrial partner collaborating to explore next-generation ideas for cloud architectures CloudLab will be a place where researchers can try out ideas using any cloud software stack they can imagine. It will accomplish this by running at a layer below cloud infrastructure: it will provide isolated, bare-metal access to a set of resources that researchers can use to bring up their own clouds. These clouds may run instances of today's popular stacks, modest modifications to them, or something entirely new. CloudLab will not be tied to any particular particular cloud stack, and will support experimentation on multiple in parallel. The impact of cloud computing outside the field of computer science has been substantial: it has enabled a new generation of applications and services with direct impacts on society at large. CloudLab is positioned to have an immediate and substantial impact on the research community by providing access to the resources it needs to shape the future of clouds. Cloud architecture research, enabled by CloudLab, will empower a new generation of applications and services which will bring direct benefit to the public in areas of national priority such as medicine, smart grids, and natural disaster early warning and response.
Performance Period: 10/01/2014 - 09/30/2017
Institution: University of Utah
Sponsor: National Science Foundation
Award Number: 1419199
Support for CPS Week 2014 Student Participation
Lead PI:
Michael Branicky
Abstract
The proposal is to enable students from educational institutions in the United States to attend the CPSWeek 2014 collection of conferences, which are to be held April 14-17, 2014, in Berlin, Germany. CPSWeek is an annual international multi-conference for Cyber-Physical Systems, comprising five major multi-day conferences, five one-day workshops, and four one-day tutorials. It moves from country to country each year. Attending the conference will provide students with a unique opportunity to listen and learn from the keynote speeches, presentations, posters and demos on cutting edge topics on cyber-physical systems, and to network with both leaders and other young researchers in this area. CPS research is expected to have positive societal impacts in many areas, including transportation, energy, agriculture, water/sewage treatment, environmental management and manufacturing systems. These systems must operate safely, dependably, securely, efficiently and respond to events in real time. A key feature of CPS research is the requirement to cooperate across disciplines such as computer science, computer architecture and hardware, material science and sensor design, software engineering, networking, and control engineering. In this inherently interdisciplinary field, where collaborations are essential, meeting other researchers is especially important. This event is especially valuable in this regard, because of the international exposure. There is a very high level of activity and investment in CPS research outside the US including Europe and Asia. For these reasons, strong participation in this event, especially among students (our next generation of researchers) is important to maintaining and advancing CPS research in the US.
Performance Period: 02/15/2014 - 01/31/2015
Institution: University of Kansas Center for Research Inc
Sponsor: National Science Foundation
Award Number: 1418757
Travel Grant Energy Cyber-Physical Systems Workshop
Lead PI:
Mladen Kezunovic
Abstract
This proposal provides travel support for the 2013 Energy CPS workshop, covering speakers, breakout session moderators, and scribes important to the workshop's overall success. Support will also be provided to enable the participation of underrepresented minorities and women, to ensure the discussions will represent important and emerging areas throughout the CPS and energy research communities. The intellectual merit of the proposal is due to the important nature of the workshop -- to define a research agenda for cyber-physical systems in the context of energy. The broader impact is due to the pervasive nature of energy in CPS, and the generation of a long-range research agenda as well as the formulation of new collaborative teams pursuing efforts in this space.
Mladen Kezunovic
Mladen Kezunovic has been with Texas A&M University, College Station, TX, USA, for over 35 years, where he holds titles of Regents Professor, Eugene E. Webb Professor, and Site Director of “Power Engineering Research Center” consortium. He is also the Principal of XpertPower Associates, a consulting firm specializing in power systems data analytics for the last 30 years. His expertise is in protective relaying, automated power system disturbance analysis, computational intelligence, data analytics, and smart grids. He has authored over 600 papers, given over 120 seminars, invited lectures, and short courses, and consulted for over 50 companies worldwide. Dr. Kezunovic is an IEEE Life Fellow, and a CIGRE Fellow, Honorary and Distinguished Member. He is a Registered Professional Engineer in Texas. He is a member of NAE.
Performance Period: 12/15/2013 - 11/30/2015
Institution: Texas A&M Engineering Experiment Station
Sponsor: National Science Foundation
Award Number: 1415530
Control-Theoretic Defense Strategies for Cyber-Physical Systems
Lead PI:
Fabio Pasqualetti
Co-PI:
Abstract
This project will design next-generation defense mechanisms to protect critical infrastructures, such as power grids, large industrial plants, and water distribution systems. These critical infrastructures are complex primarily due to the integration of cyber and physical components, the presence of high-order behaviors and functions, and an intricate and large interconnection pattern. Malicious attackers can exploit the complexity of the infrastructure, and compromise a system's functionality through cyber attacks (that is hacking into the computation and communication systems) and/or physical attacks (tampering with the actuators, sensors and the control system). This work will develop mathematical models of critical infrastructures and attacks, develop intelligent control-theoretic security mechanisms, and validate the findings on an industry-accredited simulation platform. This project will directly impact national security and economic competitiveness, and the results will be available and useful to utility companies. To accompany the scientific advances, the investigators will also engage in educational efforts to bring this research to the classroom at UCR, and will disseminate their results via scientific publications. The work will also create several opportunities for undergraduate and graduate students to engage in research at UCR, one of the nation's most ethnically diverse research-intensive institutions. This study encompasses theoretical, computational, and experimental research at UCR aimed at characterizing vulnerabilities of complex cyber-physical systems, with a focus on electric power networks, and control-theoretic defense mechanisms to ensure protection and graceful performance degradation against accidental faults and malicious attacks. This project proposes a transformative approach to cyber-physical security, which builds on a unified control-theoretic framework to model cyber-physical systems, attacks, and defense strategies. This project will undertake three main research initiatives ranging from fundamental scientific and engineering research to analysis using industry-accepted simulation tools: (1) modeling and analysis of cyber-physical attacks, and their impact on system stability and performance; (2) design of monitors to reveal and distinguish between accidental and malignant contingencies; and (3) synthesis of adaptive defense strategies for stochastic and highly dynamic cyber-physical systems. Results will first be characterized from a pure control-theoretic perspective with focus on stochastic, switching, and dynamic cyber-physical systems, so as to highlight fundamental research challenges, and then specialized for the case of smart grid, so as to clarify the implementation of monitors, attacks, and defense strategies. The findings and strategies will be validated for the case of power networks by using the RTDS simulation system, which is an industry-accredited tool for real-time tests of dynamic behavior, faults, attacks, monitoring systems, and defensive strategies.
Performance Period: 09/01/2014 - 08/31/2017
Institution: University of California at Riverside
Sponsor: National Science Foundation
Award Number: 1405330
Future Research Goals and Directions for Foundational Science in Cybersecurity, Phase Two
Lead PI:
Jon Eisenberg
Abstract
An appointed National Research Council committee will conduct the second phase of a study to consider future research goals and directions for foundational science in cybersecurity and how investments in foundational work support civilian and national security mission needs in the long term. It will consider relevant topics in social and behavioral sciences as well as more "traditional" cybersecurity topics. The committee will review current federal cybersecurity research strategies, plans, and programs as well as requirements for both civilian and national security applications. It will consider major challenge problems, explore proposed new directions, identify gaps in the current portfolio, consider the complementary roles of research in unclassified and classified settings, and consider how foundational work in an unclassified setting can be translated to meet national security objectives. In Phase 1, already completed with separate funding, the study committee conducted initial data gathering and analysis. In Phase 2, to be funded under this activity, the committee will undertake additional data-gathering, analysis and deliberations and produce a report providing a high-level roadmap for foundational cybersecurity research. Foundational cybersecurity research that yields yield new technologies and approaches is an important element of the nation's response to the cybersecurity challenge. The results of this study are expected to inform future activities by federal agencies that conduct cybersecurity research and federal coordinating bodies for IT and cybersecurity. It is also expected to inform cybersecurity researchers as well as industry -- which is both a developer and consumer of cybersecurity technologies and services -- about needs, opportunities, and future directions.
Performance Period: 03/01/2014 - 02/29/2016
Institution: National Academy of Sciences
Sponsor: National Science Foundation
Award Number: 1400278
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