SRL@OU FAST FACTS AND ANTICIPATED OUTCOMES 1

The Systems Realization Laboratory @ OU Carson Engineering Building 218 Fast Facts September 7, 2017 FAST FACTS Co-Directors

Professor Janet K. Allen. John and Mary Moore Chair. ISE [janet.allen@ou.edu] Cell: 405-550-3969

Professor Farrokh Mistree. L.A. Comp Chair. AME [farrokh.mistree@ou.edu] Cell: 405-306-7309

Fall 2017 Doctoral Candidates

1. Jelena Milisavljevic. ME 2. Anand Balu Nellippallil. ME

Doctoral Students 3. Reza Alizadeh. ISE 4. Jackson Autrey. ME 5. Shalaka Ghiasas. Education. Supervised with Xun Ge and Zahed Siddique 6. Lin Guo. ISE 7. Abhishek Yadav. ISE

MS students 8. Ali Shahbazi (ME) 9. Gehendra Sharma (ME)

Undergraduate Honors College 10. Pranav Mohan (ME)

Visiting Scholars from Beijing Institute of Technology. Co-supervised with Dr. Guoxin Wang. 11. Xiwen Shang. MS 12. Ru Wang. PhD

Collaborators Academia 1. Florida International University, Miami. Dr. Shabnam Rezapour. 2. Indian Institute of Technology, Kanpur, India. Professor Amarendra K. Singh. 3. Indian Institute of Technology, Kharagpur, India. Dr. Ram Babu Roy. 4. Institute for Industrial Engineering, Beijing Institute of Technology, Beijing, China. Dr. Guoxin

Wang and Dr. Zhenjun Ming. 5. Mississippi State University. Professor Mark. F. Horstemeyer. 6. National Institute of Science and Technology (India). Dr. Ashok Das and Sangram Mudali. 7. Purdue University, West Lafayette, IN. Dr. Jitesh Panchal. 8. University of Nevada, Reno, NV. Dr. Sesh Commuri. 9. University of New South Wales, Canberra, Australia. Dr. Warren F. Smith. 10. University of Oklahoma, Norman. Drs. Xun Ge, Thomas Neeson and Zahed Siddique. 11. University of Texas at Tyler. Dr. Chung-Hyun Goh.

Collaborators- Industry 12. SunMoksha Power Pvt. Ltd., Bengaluru, India. Dr. Ashok Das. 13. Tata Consultancy Services Research, Pune, India: Dr. BP Gautham, Dr. Vinay Kulkarni, Souvik

Barat, Nagesh Kulkarni, Rishabh Shukla and Pramod Zagade.

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SRL FAMILY MISSION We are a multicultural, multidisciplinary academic family focused on educating the next generation of professors. We provide an opportunity for each person to learn how to dream and rise to his/her full potential and contribute to the scholarship associated with the realization of complex engineered systems. BIG PICTURE RESEARCH FOCUS IT/OT convergence is the integration of information technology (IT) systems used for data-centric computing with operational technology (OT) systems used to monitor events, processes and devices and make adjustments in enterprise and industrial operations. PDSIDES A decision-based computational framework to manage (off-line and in real-time) complexity and risk associated with the realization of complex (cyber-physical-social) systems that necessitate the integration of information technology and operational technology.

RESEARCH THRUST Define the emerging frontier for “intelligent” decision-based realization of complex (cyber-physical-social systems) when the computational models are incomplete and inaccurate.

PROJECTS AND ANTICIATED OUTCOMES For relationship between collaborators on projects see Poster on Page 7. Project 1: Knowledge-Based Platform for Decision Support in the Design of Engineered Systems (PDSIDES) Collaborators OU: Janet K. Allen (ISE), Farrokh Mistree (AME) Institute for Industrial Engineering, Beijing Institute of Technology: Drs. Zhenjun Ming and Guoxin

Wang Funded by Beijing Institute of Technology, China L.A. Comp Chair, School of Aerospace and Mechanical Engineering Anticipated Outcome A decision-based computational framework to manage (off-line and in real-time) complexity and risk associated with the realization of complex (cyber-physical-social) systems that necessitate the integration of information technology and operational technology. Project 2: Integrated Realization of Engineered Materials, Products, and Associated Manufacturing Processes Collaborators OU: Janet K. Allen (ISE), Farrokh Mistree (AME) Purdue: Dr. Jitesh H. Panchal Indian Institute of Technology, Kanpur, India: Professor Amarendra K. Singh Tata Consultancy Services: Dr. BP Gautham Funded by Tata Consultancy Services, Pune, India

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Anticipated Outcomes A computational framework within PDSIDES to facilitate the vertical and horizontal integration of models by means of a goal-oriented, simulation-assisted, decision-based inverse design exploration of a material hierarchy to satisfy a ranged set of product and manufacturing process-level performance requirements. Project 3: Knowledge-Based Management of Computational Complexity and Risk, and the Exploration of the Solution Space Collaborators OU: Janet K. Allen (ISE), Farrokh Mistree (AME), Thomas Neeson (Geography and Environmental

Sustainability) Florida International University: Dr. Shabnam Rezapour Funded By John and Mary Moore Chair, School of Industrial and Systems Engineering L.A. Comp Chair, School of Aerospace and Mechanical Engineering Anticipated Outcome A module within PDSIDES to facilitate rapid execution of decision workflows associated with the realization of complex (cyber-physical-social) systems and the exploration of the solution space to manage risk. Project 4: Knowledge-Based Dynamic Management of Multi-stage Complex Processes Collaborators OU: Janet K. Allen (ISE), Farrokh Mistree (AME) Institute for Industrial Engineering, Beijing Institute of Technology: Drs. Zhenjun Ming and Guoxin

Wang Tata Consultancy Services: Dr. BP Gautham Funded by Tata Consultancy Services, Pune, India Anticipated Outcome A data-centric computational module within PDSIDES to monitor devices and manufacturing processes while making adjustments in multi-stage industrial operations to improve operating performance and quality across the system. Project 5: Enterprise Modeling of Society Systems and Socio-Techno Systems for Rural Development Collaborators OU: Janet K. Allen (ISE), Farrokh Mistree(AME) Tata Consultancy Services: Dr. Vinay Kulkarni SunMoksha Power Pvt. Ltd.: Dr. Ashok Das Funded by L.A. Comp Chair, School of Aerospace and Mechanical Engineering

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Anticipated Outcomes A computational framework for corporate social responsibility and other financiers to work with social entrepreneurs to invest in the realization of smart nano-power in Indian off-grid villages, aimed at improving the quality of villagers' life to mainstream future generations and arrest environmental degradation. Project 6: Contextual Assessment of Student Learning through Reflection on Doing Collaborators OU: Janet K. Allen (ISE), Farrokh Mistree (AME), Zahed Siddique (AME), Xun Ge (Education) Anticipated Outcomes A framework for evaluating student learning in engineering design, build and test courses through text mining and linguistic analysis of MadLibs in the form of Learning Statements. A data-driven method for instructors of engineering design, build and text courses to improve the course to facilitate and interpret learning. PUBLICATIONS Since January 2016. Book Chapters 3. Refereed Journal Articles 11. Articles in Refereed Conference Proceedings 17. Accessed September 1, 2017

Citations 11,112. h-index 51. I10-index 201. Since 2012: Citations 3543. h-index 27. i10-index 78. Refereed Chapters in Books

1. Goh, C-H., Dachowicz, A., Allen, J.K. and Mistree, F., “A Computational Method for the Design of Materials Accounting for the Process-Structure-Property Relationship,” In Integrated Computational Materials Engineering (ICME) for Metals: Case Studies, (Ed. M. Horstemeyer), John Wiley and Sons (in press).

2. Goh, C-H., Dachowicz, A., Allen, J.K. and Mistree. F., “Predicting Constitutive Equations for Materials Design: A Conceptual Exposition,” In Integrated Computational Materials Engineering (ICME) for Metals: Case Studies, (Ed. M. Horstemeyer), John Wiley and Sons (in press).

3. Shukla, R., Anapagaddi, R., Singh, A.K., Allen, J.K., Panchal, J.H. and Mistree, F., 2016, “Integrated Computational Materials Engineering for Determining Set Points of Unit Operations for Production of a Steel Product Mix,” In Computational Approaches to Materials Design Theoretical and Practical Aspects, (Eds. S. Datta and J.P. Davim), Hershey, PA, IGI Publishers, Chapter 6, pp. 163-191.

Refereed Journal Articles 1 Ming, Z., Nellippallil, A.B., Yan, Y., Wang, G., Goh, C-H., Allen. J.K. and Mistree, F., “Decision

Support in the Design of Engineering Systems,” Journal of Computing and Information in Engineering, (in press).

2 Ming, Z., Wang, G., Yan, Y., Dal Santo, J., Allen, J.K., and Mistree, F., “An Ontology for Reusable and Executable Decision Templates,” Journal of Computing and Information in Engineering, (in press).

3 Rezapour, S., Srinivasan, R., Allen, J.K. and Mistree, F., “The Correlation Between Strategic and Operational Risk Mitigation Strategies in Supply Networks,” International Journal of Production Economics, (in press).

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4 Ming, Z., Wang, G., Yan, Y., Dal Santo, J., Allen, J.K. and Mistree, F., 2017, “An Ontology for Reusable and Executable Decision Templates,” Journal of Computing and Information Science in Engineering, vol. 17, no. 3, 031008, 13 pages.

5 Nellippallil, A. B., Song, K. N., Goh, C.-H., Zagade, P., Gautham, B.P., Allen, J. K. and Mistree, F., 2017, “A Goal Oriented, Sequential Inverse Design Method for the Horizontal Integration of a Multi-Stage Hot Rod Rolling System,” Journal of Mechanical Design, vol. 139, no. 3, 031403, 16 pages.

6 Gautham, B.P, Kulkarni, N.H., Panchal, J.H., Allen, J.K., and Mistree, F., 2017, “A Method for the Preliminary Design of Gears Using a Reduced Number of American Gear Manufacturers Association (AGMA) Correction Factors,” Engineering Optimization, vol. 49, no. 4, pp. 565-582.

7 Rezapour, S., Allen, J.K. and Mistree, F. 2017, “Reliable Flow in Stochastic Networks Servicing Pre- and After-sales Markets.” Artificial Intelligence for Engineering Design, Analysis and Manufacturing (AIEDAM), vol. 31, no. 2, pp. 120-142.

8 Shukla, R., Anapagaddi, R., Singh, A.K., Panchal, J.H., Mistree, F. and Allen, J.K., 2016, “Design Exploration to Determine Process Parameters of Ladle Refining for an Industrial Application,” Steel Research International, vol. 87, no. 10, pp.1333-1343.

9 Ming, Z, Yan, Y., Wang, G., Panchal, J.H., Goh, C-H., Allen, J.K. and Mistree, F., 2016, “Ontology-Based Executable Design Decision Template Representation and Reuse,” AIEDAM Special Issue on Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 30, no. 4, pp. 309-405.

10 Rezapour, S., Allen, J.K. and Mistree, F., 2016, “Reliable Product-Service Supply Chains for Reliable Products,” Transportation Research, Part E: Logistics and Transportation Review, vol. 95, pp. 299-321.

11 Rezapour, S., Allen, J.K. and Mistree, F., 2016, “Reliable Flow in Forward and After-sales Supply Chains Considering Propagated Uncertainty,” Transportation Research, Part E: Logistics and Transportation Review, vol. 93, pp. 409-436.

Articles in Refereed Conference Proceedings 1. Milisavljevic, J., Commuri, S., Allen, J.K. and Mistree, F., 2017, “A Concurrent Design Exploration

Method for Realizing Networked Manufacturing Systems,” ASME Design for Manufacturing and Assembly Conference, Cleveland, OH. Paper Number DETC2017-67557.

2. Ming, Z., Nellippallil, A/B., Yan, Y., Wang, G., Goh, C-H., Allen, J.K. and Mistree, F., 2017, “PDSIDES-A Knowledge Based Platform for Decision Support in the Design of Engineering Systems,” ASME Computers and Information in Engineering Conference, Cleveland, OH. Paper Number DETC2017-67562.

3. Nellippallil, A.B., Shukla, R., Ardham, S., Goh, C-H., Allen, J.K., and Mistree, F., 2017, “Exploration of Solution Space to Study Thermo-Mechanical Behavior of AA5083 Al-Alloy During Hot Rod Rolling Process,” ASME Design Automation Conference, Cleveland, OH. Paper Number DETC2017-68173. 1

4. Nellippallil, A.B., Rangaraj, V., Basavarsu, G., Singh, A.K., Allen, J.K. and Mistree, F., 2017, “A Goal-Oriented, Inverse Decision-Based Design Method to Achieve Vertical and Horizontal Integration of Models in a Hot Rod Rolling Process Chain,” ASME Design Automation Conference, Cleveland, OH. Paper Number DETC2017-67570.

1 Recognized as a Paper of Distinction.

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5. Yadav, A., Das, A.K., Roy, R.B., Chatterjee, A., Allen, J.K. and Mistree, F., 2017, “Identifying and Managing Dilemmas for Sustainable Development of Rural India,” ASME Design Theory and Methodology Conference, Cleveland, OH. Paper Number DETC2017-67592.

6. Wang, R., Wang, G., Yan, Y., Sabeghi, M., Ming, Z., Allen, J.K., and Mistree, F., 2017, “Ontology-based Representation of Meta-Design in Designing Decision Workflows,” ASME Computers and Information in Engineering Conference, Cleveland, OH. Paper Number DETC2017-67817.

7. Ming, Z., Yan, Y. Wang, G, Panchal, J.H., Goh, C-H, Allen, J.K. and Mistree, F., 2016, “Ontology-Based Representation of Design Decision Hierarchies,” ASME Computers and Information in Engineering Conference, Charlotte, NC, August 21-24. Paper Number DETC2016-59405.

8. Nellippallil, A.B., Song, K.N., Goh, C-H., Zagade, P., Gautham, BP, Allen, J.K. and Mistree, F., 2016, A Goal Oriented, Sequential Process Design of a Multi-Stage Hot Rod Rolling System, ASME Design Automation Conference, Charlotte, NC, August 21-24. Paper Number DETC2016-59402.

9. Autrey, J.L., Mistree, F., and Siddique, Z., 2017, “A Strategy for Assessing Learning through Reflection on Doing,” 2017, ASEE Annual Conference and Exposition: Design in Engineering Education, Columbus, OH, June 25-28, 2017. Paper ID 19933.

10. Autrey, J.L., Siddique, Z. and Mistree, F, 2017, “Quantification of Learning Through Learning Statements and Text Mining in an Engineering Design, Build, and Test Course,” ASEE Annual Conference and Exposition: Design in Engineering Education, Columbus, OH, June 25-28, 2017. Paper ID 19941.

11. Autrey, L.L, Sieber, J., Siddique, Z. and Mistree, F., 2017, “Leveraging Self-Assessment to Encourage Learning Through Reflection on Doing,” Clive L. Dym Mudd Design Workshop, Harvey Mudd College, Claremont, CA, June 1-3, 2017.

12. Nellippallil, A.B., Rangaraj, V., Allen, J.K., Gautham, B.P. and Singh, A.K., 201, “A Decision-Based Method to Explore the Solution Space for Microstructure After Cooling Stage to Realize the End Mechanical Properties of Hot Rolled Product,” TMS Materials Science and Technology Conference, Ypsilanti, MI, May 21-25, pp. 353-363.

13. Sabeghi, M., Shulka, R., Allen, J.K. and Mistree, F., 2016, “Solution Space Exploration of the Process Design for Continuous Casting of Steel,” ASME Design Automation Conference, Charlotte, NC, August 21-24. Paper Number DETC2016-59399.

14. Rezapour, S., Srinivasan, R.S., Tew, J., Allen, J.K. and Mistree, F., 2016, “Architecting Fail-Safe Networks,” ASME Design Automation Conference, Charlotte, NC, August 21-24. Paper Number DETC2016-60055.

15. Mistree, F., Siddique, Z. and Pournik, M., 2016, “An Industry-University Partnership to Foster Interdisciplinary Education,” 123nd ASEE Annual Conference and Exposition, New Orleans, LA, June 26-297. Paper ID 16371.

16. Rangaraj, V., Allen, J.K., Selvakarthick, G., Sharan, S., Ajith, S., and Sanal Kumar, V.R., 2016, “Studies on Dump Diffusers with Aerodynamically-shaped Adjustable Flame-tubes for Modern Aircraft Engines,” Applied Aerodynamics: Evolution and Innovation Continues: The Next 150 Years of Concepts, Design and Operations Conference, Bristol, UK, July 19, 2016.

17. Autrey, J.L., Mistree, F. and Siddique, Z., 2016, “Fostering Learning Principles of Engineering Design,” 123nd ASEE Annual Conference and Exposition, New Orleans, LA, USA, June 26-297. Paper ID 16102.

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