Journal papers

• Dolsen, M. and Chinnam, R.B., “Developing Innovation Capability in A Mass Production Organization,” Journal of Enterprise Transformation, In Press.
• Almohri, H., Chinnam, R.B., & Colosimo, M. (2019). Data-Driven Analytics for Benchmarking and Optimizing the Performance of Automotive Dealerships. International Journal of Production Economics, 213, 69-80.
• Chhim, P., Chinnam, R.B., and Sadawi, N. (2019), “Knowledge Reuse through Electronic Knowledge Repositories: An Empirical Study of Organizational Antecedents and Resulting Outcomes,” Journal of Intelligent Manufacturing, 30(2), 905-916.
• Kumar, A., Chinnam, R. B., & Tseng, F. (2019). An HMM and Polynomial Regression Based Approach for Remaining Useful Life and Health State Estimation of Cutting Tools. Computers & Industrial Engineering, 128, 1008-1014.
• Faridimehr, S., Venkatachalam, S., and Chinnam, R.B. (2018), “A Stochastic Programming Approach for Electric Vehicle Charging Network Design,” IEEE Transactions on Intelligent Transportation Systems, 99, 1-13.
• D’Angelo, R., Weiss, R., Wolfe, D., Chinnam, R.B. (2018), “Facing the Inevitable: Being Prepared for Regulatory Requirements for Laboratory Developed Tests,” American Journal of Clinical Pathology, 149(6), 484-498.
• Rapp, S., Chinnam, R.B., Doerry, N., Murat, A.E., Witus, G. (2018), “Product Development Resilience through Set-Based Design,” Systems Engineering, 21(5), 490-500.
• Umpfenbach, E. L., Dalkiran, E., Chinnam, R. B., & Murat, A. E. (2018). Promoting sustainability of automotive products through strategic assortment planning. European Journal of Operational Research, 269 (1), 272-285.
• Umpfenbach, E. L., Dalkiran, E., Chinnam, R. B., & Murat, A. E. (2018). Optimization of strategic planning processes for configurable products. Journal of the Operational Research Society, 69(11), 1834-1853.
• Sadati, N., Chinnam, R.B., and Nezhad, M.Z. (2018), “Observational Data-Driven Modeling and Optimization of Manufacturing Processes,” Expert Systems With Applications, 93, 456-464.
• Fard, M.J., Ameri, S., Ellis, R.D., Klein, M.D., Chinnam, R.B., and Pandya, A.K. (2017), “Toward Real-time Robotic Camera Control: Temporal Sequence Approach for Task Recognition,” International Journal of Medical Robotics and Computer Assisted Surgery, 13(3), e1766.
• Movahednejad, M., Mashayekhy, L., Grosu, D., and Chinnam, R.B. (2017), “Optimal Routing for Plug-in Hybrid Electric Vehicles,” Transportation Science, 51(4), 1304-1325.
• Chhim, P. P., Somers, T. M., & Chinnam, R. (2017). Knowledge reuse through electronic knowledge repositories: a multi theoretical study. Journal of Knowledge Management, 21(4), pp. 741-764.
• Zhou, C., Chinnam, R. B., Dalkiran, E., and Korostelev, A., "Bayesian approach to hazard rate models for early detection of warranty and reliability problems using upstream supply chain information," International Journal of Production Economics, Vol. 193, 316-331, 2017.
• Azadian, F., Murat, A.E., and Chinnam, R.B, “An Unpaired Pickup and Delivery Problem with Time Dependent Assignment Costs: Application in Air Cargo Transportation,” European Journal of Operations Research, Vol. 263(1), pp. 188-202, 2017.
• Tseng, F., Filev, D., and Chinnam, R.B., “A Mutual Information Based Online Evolving Clustering Approach and its Applications,” Evolving Systems, Vol. 8(3), pp. 179-191, 2017.
• Kumar, A., Chinnam, R. B., & Murat, A., "Hazard rate models for core return modeling in auto parts remanufacturing," International Journal of Production Economics, Vol. 183, pp. 354-361, 2017.
• Movahednejad, M., Mashayekhy, L., and Chinnam, R.B., “Online Scheduling and Pricing for Electric Vehicle Charging,” IISE Transactions, Vol. 49, Issue 2, pp. 178-193, 2017.
• Guner, A., Murat, A.E., and Chinnam, R.B., “Dynamic Routing for Milk-Run Tours with Time Windows in Stochastic Time-Dependent Networks,” Transportation Research Part E: Logistics and Transportation Review, Vol. 97, pp. 251-267, 2017.
• Fard, M.J., Ameri, S., Chinnam, R.B., and Ellis, R.D., “Soft Boundary Approach for Unsupervised Gesture Segmentation and Recognition in Robotic-Assisted Surgery,” IEEE Robotics and Automation Letters, Vol. 2, Iss. 1, pp. 171-178, 2017.
• Baruah, P., Chinnam, R. B., Korostelev, A., & Dalkiran, E., "Optimal soft-order revisions under demand and supply uncertainty and upstream information," International Journal of Production Economics, Vol. 182, pp. 14-25, 2016.
• Xie, N., Duan, M., Chinnam, R.B., Li, A., and Xue, W., “An energy modeling and evaluation approach for machine tools using Generalized Stochastic Petri Nets,” Journal of Cleaner Production, Vol. 113, pp. 523-531, 2016.
• Kremer, G. E., Haapala, K., Murat, A., Chinnam, R. B., Kim, K. Y., Monplaisir, L., & Lei, T., "Directions for Instilling Economic and Environmental Sustainability across Product Supply Chains," Journal of Cleaner Production, Vol. 112, pp. 2066-2078, 2016.
• Guner, H., Chinnam, R.B., and Murat, A.E., “Simulation Platform for Anticipative Plant-Level Maintenance Decision Support System,” International Journal of Production Research, Vol. 54, pp. 1785-1803, 2016.
• Movahednejad, M., Mashayekhy, L., Chinnam, R.B, and Phillips, A., “Hierarchical Time-Dependent Shortest Path Algorithms for Vehicle Routing under ITS,” IIE Transactions, Vol. 48 (2), 1pp. 58-169, 2016.
• Azadian, F. , Murat, A.E., and Chinnam, R.B, “Integrated Production and Logistics Planning: Contract Manufacturing and Choice of Air/Surface Transportation,” European Journal of Operations Research, Vol. 247 (1), pp. 113-123, 2015.
• Wang, G., Jia, Y., Chinnam, R.B., Dogan, I., Houston, M., Ockers, J., “Focused Factories: A Bayesian Framework for Estimating Non-Product Related Investment,” International Journal of Production Research 53 (13), pp. 3917-3933, 2015.
• Qiu, S., Chinnam, R. B., Murat, A., Batarse, B., Neemuchwala, H., & Jordan, W., "A cost sensitive inpatient bed reservation approach to reduce emergency department boarding times." Health Care Management Science, Vol. 18, Issue 1, pp. 67-85, 2015.
• Vanteddu, G. and Chinnam, R.B., “Supply Chain Focus Dependent Sensitivity of the Point of Product Differentiation,” International Journal of Production Research. Vol. 52, pp. 4984-5001, 2014.
• Taghavi, A. and Chinnam, R.B., “Assortment Planning of Automotive Products: Considerations for Economic and Environmental Impacts of Technology Selection,” Journal of Cleaner Production, Vol. 70, pp. 132-144, May 2014.
• Cao, D., Murat, A.E., and Chinnam, R.B., “Efficient Construction of Pareto-optimal Sets for System Redundancy Allocation Problems,” Reliability Engineering & System Safety, Vol. 111, pp. 154-163, March 2013.
• Subramoniam, R., Huisingh, D., Chinnam, R.B., and Subramoniam, S., “Remanufacturing Decision Making Framework (RDMF): Research Validation using the Analytical Hierarchical Process,” Journal of Cleaner Production, Vol. 40, pp. 212-220, February 2013.
• Zhou, C., Chinnam, R.B., and Korostelev, A., “Hazard Rate Models for Early Warranty Issue Detection using Upstream Supply Chain Information,” International Journal of Production Economics, Vol. 139, pp. 180-195, September 2012.
• Nepal, B., Murat, E.A., and Chinnam, R.B., “Bullwhip Effect in Capacitated Supply Chains with Consideration for Product Life-cycle Aspects,” International Journal of Production Economics, Vol. 136, No. 2, pp. 318–331, April 2012.
• Azadian, F., Murat, A.E., and Chinnam, R.B., “Dynamic Routing of Time-Sensitive Air Cargo using Real-Time Information,” Transportation Research Part E: Logistics and Transportation Review. , Vol. 48, Iss. 1, pp. 355-372, January 2012.
• Guner, A., Murat, A.E., and Chinnam, R.B., “Dynamic Routing under Recurrent and Non-Recurrent Congestion Using Real-time ITS Information,” Computers & Operations Research, Vol. 39, Iss. 2, pp. 358–373, February 2012.
• Unler, A., Murat, A.E.,and Chinnam, R.B., “mr²PSO: A Maximum Relevance Minimum Redundancy Wrapper Framework for Feature Selection Based on Swarm Intelligence,” Information Sciences., Vol. 181, No. 20, pp. 4625-4641, October 2011.
• Vanteddu, G., R.B. Chinnam, and O. Gushikin, “Supply Chain Focus Dependent Supplier Selection Problem,” International Journal of Production Economics, Vol. 129, No. 1, pp. 204-216, January 2011.
• Subramoniam, R., Huisingh, D., and Chinnam, R.B., “Aftermarket Remanufacturing Strategic Planning Decision-Making Framework: Theory & Practice,” Journal of Cleaner Production, Vol. 18, No. 16-17, pp. 1575-1586, November 2010.
• Filev, D.P., Chinnam, R.B., Tseng, F., and Baruah, P., “An Industrial Strength Novelty Detection Framework for Autonomous Equipment Monitoring and Diagnostics,” IEEE Transactions on Industrial Informatics., Vol. 6, No. 4, pp. 767-779, November 2010.
• Camci, F. and Chinnam, R.B., “Health-State Estimation and Prognostics in Machining Processes,” IEEE Transactions on Automation Science and Engineering, Vol. 7, No. 3, pp. 581-597, July 2010.
• Govindu, R. and Chinnam, R.B., “A Software Agent-Component Based Framework for Multi-Agent Supply Chain Modelling and Simulation,” International Journal of Modelling and Simulation , Vol. 30, No. 2, pp. 155-171, June 2010.
• Sathyanarayanamurthy, H. and Chinnam, R.B., "Metamodels for Variable Importance Decomposition with Applications to Probabilistic Engineering Design," Computers & Industrial Engineering, Vol. 57, pp. 996-1007, October 2009.
• Subramoniam, R., Huisingh, D., and Chinnam, R.B., “Remanufacturing for the Automotive Aftermarket – Strategic Factors: Literature Review and Future Research Needs,” Journal of Cleaner Production, Vol. 17, Issue 13, pp. 1163-1174, September 2009.
• McNicol, J., Monplaisir, L., and Chinnam, R.B., “A Framework for Developing a CSCW Environment to Improve Concept-Based Decision Making,” International Journal of Collaborative Enterprise, Vol. 1, No. 1., pp. 39-52, 2009.
• Chinnam, R.B. and Baruah, P., "Autonomous Diagnostics and Prognostics through Competitive Learning-Driven HMM-Based Clustering,"International Journal of Production Research, Vol. 47, Issue 23, pp. 6739-6758, August 2009.
• Camci, F. and Chinnam, R.B., "General Support Vector Representation Machine for One-class Classification of Non-stationary Classes,"Pattern Recognition, Vol. 41, pp. 3021-3034, October 2008.
• Dogan, I., Yoo, J., Chinnam, R.B., Vanteddu, R., and Jia, Y., "Design and Analysis of Agents for Supply Chain Management: Experiences from the Trading Agent Competition," International Journal of Modeling and Simulation, Vol. 28, No. 4, 2008.
• Rai, B., Chinnam, R.B., and Singh, N., “Prediction of Drill-Bit Breakage from Degradation Signals Using Mahalanobis-Taguchi System Analysis,” International Journal of Industrial and Systems Engineering, Vol. 3, No. 2, pp. 134-148, 2008.
• El-Banna, M., Filev, D., and Chinnam, R.B., "Online Qualitative Nugget Classification by using Linear Vector Quantization Neural Network for Resistance Spot Welding," International Journal of Advanced Manufacturing Technology, Vol. 36, No. 3-4, pp. 237-248, March 2008.
• Camci, F., Chinnam, R.B., and R.D. Ellis, "A Robust Kernel-Distance Multivariate Control Chart Using Support Vector Principles," International Journal of Production Research, Vol. 46, No. 18, pp. 5075-5095, September 2008.
• Vanteddu, G., Chinnam, R.B., Yang, K., O. Gushikin, "Supply Chain Focus Dependant Safety Stock Placement," International Journal of Flexible Manufacturing Systems, Vol. 19, No 4, pp. 463-485, December, 2007.
• Govindu, R. and Chinnam, R.B., "MASCF: A Generic Process-Centered Methodological Framework for the Analysis and Design of Multi-Agent Supply Chain Systems," Computers & Industrial Engineering, Vol. 53, pp. 584-609, November 2007.
• Nepal, B., Chinnam, R.B., Petrycia, J., Brush, E., Chisholm, C., Hearn, M., and Meixner, M., “A quality-based business model for determining non-product investment: A case study from a Ford automotive engine plant,” Engineering Management Journal, Vol. 19, No. 3, pp. 31-46, September 2007.
• Gautam, N., Chinnam, R.B., and Singh, N., “Design Reuse Framework: A Perspective for Lean Development,” Int. J. Product Development, Vol. 4, No. 5, pp. 485-507, 2007.
• Chinnam, R.B. and Baruah, P., "Empirical Prediction Limit Estimation Methods for Feed-Forward Neural Networks," International Journal of General Systems – Intelligent Systems Design, Vol. 36, No. 2, pp. 221-236, April 2007.
• Vanteddu, G., Chinnam, R.B., and Yang, K. "A ‘Performance Comparison Tool’ for a Supply Chain," International Journal of Logistics Systems and Management, Vol. 2, No.4 pp. 342-356, 2006.
• Baruah, P. and Chinnam, R.B., “HMMs for diagnostics and prognostics in machining processes,” International Journal of Production Research, Vol. 43, No. 6, pp. 1275-1293, March 2005.
• Chinnam, R.B. and Baruah, P., "A Neuro-Fuzzy Approach for Estimating Mean Residual Life in Condition-Based Maintenance Systems,"International Journal of Materials and Product Technology, Vol. 20, No. 1-3, pp. 166-179, 2004.
• Yadav, O.P., Singh, N., Chinnam, R.B., and Goel, P.S., "A fuzzy logic based approach to reliability improvement estimation during product development," Reliability Engineering and System Safety, Vol. 80, No. 1, pp. 63-74, April 2003.
• Chinnam, R. B., "Support Vector Machines for Recognizing Shifts in Correlated and Other Manufacturing Processes," International Journal of Production Research, Vol. 40, No. 17, pp. 4449-4466, November 2002.
• Chinnam, R. B., "Online Reliability Estimation for Individual Components Using Statistical Degradation Signal Models," Quality and Reliability Engineering International, Vol. 18, pp. 53-73, January 2002.
• Chinnam, R.B. and Mohan, P., "On-Line Reliability Estimation of Physical Systems Using Neural Networks and Wavelets," International Journal of Smart Engineering System Design, Vol. 40, pp. 253-264, October 2002.
• Chinnam, R. B. and May, G.S., "Role of Neural Networks and Genetic Algorithms in Developing Intelligent Quality Controllers for On-line Parameter Design," International Journal of Smart Engineering System Design, Vol. 3, pp. 51-64, 2001.
• Chinnam, R. B., Ding, J., and May, G.S., "Intelligent Quality Controllers for On-line Parameter Design," IEEE Transactions on Semiconductor Manufacturing, Vol. 13, No. 4, pp. 481-491, November 2000.
• Chinnam, R. B., "On-line Reliability Estimation of Individual Components Using Degradation Signals," IEEE Transactions on Reliability, Vol. 48, No. 4, pp. 403-412, December 1999.
• Chinnam, R. B. and Ding, J., "Prediction Limit Estimation for Neural Network Models," IEEE Transaction on Neural Networks, Vol. 9, No. 6, pp. 1515-1522, November 1998.
• Chinnam, R. B. and Kolarik, W. J., "Neural Network-Based Quality Controllers for Manufacturing Systems," International Journal of Production Research, Vol. 35, No. 9, pp. 2601-2620, September 1997.
• Chinnam, R. B., Kolarik, W. J., and Manne, V. C., "Performance Reliability of Tools in Metal Cutting using the Validity Index Neural Network," International Journal of Modeling and Simulation, Vol. 16, Issue 4, 1996.

Books published

• Camci, F. and Chinnam, R.B., Process Monitoring, Diagnostics and Prognostics in Machining Processes, LAP Lambert Academic Publishing, Saarbrücken, Germany, 2010, ISBN-10 383833566X.

Book chapters published

• Govindu, R., Chinnam, R.B., and Murat, A., "Manufacturing in Supply Chain," The Handbook of Technology Management, Edited by Hossein Bidgoli, John Wiley & Sons, 2008.
• El-Banna, M., Filev, D., and Chinnam, R.B., "Automotive Manufacturing: Intelligent Resistance Welding," Computational Intelligence in Automotive Applications, Edited by Danil Prokhorov, Springer Berlin / Heidelberg, 2008 (ISBN-13: 978-3-540-79256-7; pp. 219-235).
• Chinnam, R.B. and Rai, B., "Computational Intelligence in Online Reliability Monitoring," Computational Intelligence in Reliability Engineering: New Metaheuristics, Neural and Fuzzy Techniques in Reliability, Edited by Gregory Levetin, Springer-Verlag, 2007 (ISBN-13: 978-3-540-37371-1).
• Chinnam, R. B., “Intelligent Quality Controllers for On-Line Parameter Design,” Handbook of Computational Intelligence in Design and Manufacturing, Editors: Jun Wang and Andrew Kusiak, FL: Boca Raton, CRC Press, 2001.
• Chinnam, R. B. and Kolarik, W. J., “Process Monitoring: Variables Control Charts for Grouped Measurements,” Creating Quality: Process Design for Results, William J. Kolarik, Boston: WCB/McGraw-Hill, 1999.
• Chinnam, R. B. and Kolarik, W. J., “Process Monitoring: Variables Control Charts for Individual Measurements and Related Topics,” Creating Quality: Process Design for Results, William J. Kolarik, Boston: WCB/McGraw-Hill, 1999.
• Chinnam, R. B. and Kolarik, W. J., “Process Monitoring: Attributes Control Charts for Classification Measurements,” Creating Quality: Process Design for Results, William J. Kolarik, Boston: WCB/McGraw-Hill, 1999.
• Chinnam, R. B. and Kolarik, W. J., “Variable Control Charts,” Creating Quality: Concepts, Systems, Strategies, and Tools, William J. Kolarik, New York: McGraw-Hill, 1995.
• Chinnam, R. B. and Kolarik, W. J., “Attribute Control Charts,” Creating Quality: Concepts, Systems, Strategies, and Tools, William J. Kolarik, New York: McGraw-Hill, 1995.