Peter B. Luh Publications

 

Book Chapters

  1. K. L. Marsh, C. T. Wilkie, P. B. Luh, Z. Zhang, T. Gifford, and N. Olderman, “Crowd Guidance in Building Emergencies: Using Virtual Reality Experiments to Confirm Macroscopic Mathematical Modeling of Psychological Variables,” in Pedestrian and Evacuation Dynamics 2012, U. Weidmann, U. Kirsch, and M. Schreckenberg, Eds., Springer, Berlin, March 2014, pp. 197-212.
  2. Y. Gao, T. Chen, P. B. Luh, and H. Zhang, “Simulation of Building Evacuation Considering Information Flow,” in Traffic and Granular Flow’ 13, M. Chraibi, M. Boltes, A. Schadschneider and A. Seyfried, Eds., Springer International, Switzerland, ISBN 978-3-319-10628-1 (print) and 978-3-319-10629-8 (online), 2015, pp. 155-161.
  3. A. Abdollahi, K. R. Pattipati, A. Kodali, S. Singh, S. Zhang and P. B. Luh, “Probabilistic Graphical Models for Fault Diagnosis in Complex Systems,” in Principles of Performance and Reliability Modeling and Evaluation, L. Fiondella and A. Puliafito, Eds., Springer Verlag, ISBN-13:978-3319305974 or ISBN-10: 3319305972, May, 2016, pp. 109-139.

Journal Articles

  1. C. Guan, P. B. Luh, L. D. Michel, Y. Wang, and P. B. Friedland, “Very Short-term Load Forecasting: Wavelet Neural Networks with Data Pre-filtering,” IEEE Transactions on Power Systems, Vol. 28, No. 1, Feb. 2013, pp. 30-41, DOI: 10.1109/TPWRS.2012.2197639.
  2. G. Tu, P. B. Luh and Q. Zhao, “Opportunistic Lagrangian Relaxation for Joint Replacement Policy,” ACTA Automatica Sinica, Vol. 39, No. 3, March 2013, pp. 263-271.
  3. B. Sun, P. B. Luh, Q. S. Jia, Z. Jiang, F. Wang and C. Song, “Building Energy Management: Integrated Control of Active and Passive Heating, Cooling, Lighting, Shading and Ventilation Systems,” IEEE Transactions on Automation Science and Engineering, Vol. 10, No. 3, July 2013, pp. 588-602, DOI: 10.1109/TASE.2012.2205567.
  4. C. Wang, T. Peng, P. B. Luh, P. Gribik, and L. Zhang, “The Subgradient-Simplex Cutting Plane Method for Extended Locational Marginal Prices,” IEEE Transactions on Power Systems, Vol. 28, No. 3, August 2013, pp. 2758-2767.  DOI: 10.1109/TPWRS.2013.2243173.
  5. B. Yan, H. Y. Chen, P. B. Luh, S. Wang, and J. Chang, “Litho Machine Scheduling with Convex Hull Analysis,” IEEE Transactions on Automation Science and Engineering, Vol. 10, No. 4, October 2013, pp. 928-937.  DOI: 10.1109/TASE.2013.2277812.
  6. C. Guan, P. B. Luh, L. D. Michel, and Z. Chi, “Hybrid Kalman Filters for Very Short-term Load Forecasting and Prediction Interval Estimation,” IEEE Transactions on Power Systems, Vol. 28, No. 4, November 2013, pp. 3806-3817.  DOI: 10.1109/TPWRS.2013.2264488.
  7. B. Sun, P. B. Luh, Q. S. Jia, Z.O’Neill and F. Song, “Building Energy Doctors: An SPC and Kalman Filter-based Method for System-Level Fault Detection in HVAC Systems,” IEEE Transactions on Automation Science and Engineering, Vol. 11, No. 1, January 2014, pp. 215-229.  DOI 10.1109/TASE.2012.2226155.
  8. P. B. Luh, Y. Yu, B. Zhang, E. Litvinov, T. Zheng, F. Zhao, J. Zhao and C. Wang, “Grid Integration of Intermittent Wind Generation: a Markovian Approach,” IEEE Transactions on Smart Grid, Vol. 5, No. 2, March 2014, pp. 732-741.  DOI 10.1109/TSG.2013.2268462.
  9. G. Li, P. Zhang, P. B. Luh, W. Li, Z. Bie, C. Serna, and Z. Zhao, “Risk Analysis for Distribution Systems in the Northeast U.S. under Wind Storms,” IEEE Transactions on Power Systems, Vol. 29, No. 2, March 2014, pp. 889-898.  DOI: 10.1109/TPWRS.2013.2286171.
  10. S. C. Zhan, S. C. Chang, P. B. Luh, and H. H. Lieu, “Truthful Auction Mechanism Design for Short-interval Secondary Spectrum Access Market,” IEEE Transactions on Wireless Communications, Vol. 13, No. 3, March 2014, pp. 1471-1481.  DOI: 10.1109/TWC.2014.012314.130766.
  11. M. A. Bragin, P. B. Luh, J. H. Yan, N. Yu and G. A. Stern, “Convergence of the Surrogate Lagrangian Relaxation Method,” Journal of Optimization Theory and Applications, Vol. 164, Issue 1, 2015, pp. 173-201, DOI: 10.1007/s10957-014-0561-3.
  12. N. Ding, H. Zhang, T. Chen, P. B Luh, “Stair Evacuation Simulation based on Cellular Automata Considering Evacuees’ Walk Preferences,” Chinese Physics B, Vol. 24, No. 6, June 2015.
  13. K. Mao, Q. Pan, T. Chai, P. B. Luh, “An Effective Subgradient Method for Scheduling a Steelmaking-Continuous Casting Process,” IEEE Transactions on Automation Science and Engineering, Vol. 12, No. 3, July 2015, pp. 1140-1152, DOI: 10.1109/TASE.2014.2332511.
  14. M. Di Somma, B. Yan, N. Bianco, G. Graditi,  B. Luh,  L. Mongibello, and V. Naso, “Operation Optimization of a Distributed Energy System Considering Energy Costs and Exergy Efficiency,” Energy Conversion and Management, Vol. 103, October 2015, pp. 739-751, DOI: 10.1016/j.enconman.2015.07.009.
  15. B. Sun, P. B. Luh, Q. S. Jia, B. Yan, “Event-based Optimization within the Lagrangian Relaxation Framework for Energy Savings in HVAC Systems,” IEEE Transactions on Automation Science and Engineering, Vol. 12, No. 4, October 2015, pp. 1396-1406, DOI: 10.1109/TASE.2015.2455419.
  16. Y. Yu, P. B. Luh, E. Litvinov, T. Zheng, J. Zhao and F. Zhao, “Grid Integration of Distributed Wind Generation: Hybrid Markovian and Interval Unit Commitment,” IEEE Transactions on Smart Grid, Vol. 6, No. 6, November 2015, pp. 3061-3072, DOI: 10.1109/TSG.2015.2430851.
  17. M. A. Bragin, P. B. Luh, J. H. Yan, N. Yu and G. A. Stern, “An Efficient Approach for Solving Mixed-Integer Programming Problems under the Monotonic Condition,” Journal of Control and Decision, Vol. 3, No. 1, January 2016, pp. 44-67, DOI: 10.1080/23307706.2015.1129916.
  18. X. Sun, P. B. Luh, K. W. Cheung, W. Guan, L. D. Michel, S. S. Venkata and M. T. Miller, “An Efficient Approach to Short-Term Load Forecasting at the Distribution Level,” IEEE Transactions on Power Systems, Vol. 31, No. 4, July 2016, pp. 2526-2537.  DOI: 10.1109/TPWRS.2015.2489679.
  19. M. Di Somma, B. Yan, N. Bianco, P. B. Luh, G. Graditi, L. Mongibello, and V. Naso, “Multi-Objective Operation Optimization of a Distributed Energy System for a Large-Scale Utility Customer,” available online Feb. 2016, Applied Thermal Engineering, DOI: 10.1016/j.applthermaleng.2016.02.027.
  20. C. Wang, P. B. Luh, P. Gribik, T. Peng, and L. Zhang, “Commitment Cost Allocation of Fast-start Units for Approximate Extended Locational Marginal Prices,” early access, IEEE Transactions on Power Systems, DOI: 10.1109/TPWRS.2016.2524203.
  21. Y. Gao, T. Chen, H. Zhang and P. B. Luh, “Modified Social Force Model Based on Predictive Collision Avoidance Considering Degree of Competitiveness,” Fire Technology, published online April 2016, DOI: 10.1007/s10694-016-0573-7.
  22. B. Yan, M. Di Somma, N. Bianco, P. B. Luh,  G. Graditi, L. Mongibello, and V. Naso, “Exergy-Based Operation Optimization of a Distributed Energy System through the Energy-Supply Chain,” Applied Thermal Engineering, published online April 2016, DOI: 10.1016/j.applthermaleng.2016.02.029.
  23. C. Wang, P. B. Luh, and N. Navid, “Ramp Requirement Design for Reliable and Efficient Integration of Renewable Energy,” IEEE Transactions on Power Systems, published online June 2016, DOI: 10.1109/TPWRS.2016.2555855.
  24. X. Lu, P. B. Luh, A. Tucker, T. Gifford, R. S. Astur and N. Olderman, “Impacts of Anxiety in Building Fire and Smoke Evacuation: Modeling and Validation,” IEEE Robotics and Automation Letters, published online June 2016, DOI: 10.1109/LRA.2016.2579744.
  25. Y. Yu, P. B. Luh, E. Litvinov, T. Zheng, J. Zhao, F. Zhao and D. A. Schiro, “Transmission Contingency-Constrained Unit Commitment with High Penetration of Renewables via Interval Optimization,” IEEE Transactions on Power Systems, published online June 2016, DOI: 10.1109/TPWRS.2016.2585521.
  26. B. Yan, H. Fan, P. B. Luh, K. Moslehi, X. Feng, C. N. Yu, M. A. Bragin and Y. Yu, “Grid Integration of Wind Generation Considering Remote Wind Farms: Hybrid Markovian and Interval Unit Commitment,” to appear in IEEE/CAA Journal of Automatica Sinica.
  27. L. Ren, Y. Qin, B. Wang, P. Zhang, P. B. Luh and R. Jin, “Enabling Resilient Microgrid through Programmable Network,” to appear in IEEE Transactions on Smart Grid.
  28. S. M. Park, S. Y. Park, P. Zhang, P. B. Luh, M. T. J. Rakotomavo, and C. Serna, “Comparative Life Cycle Cost Analysis of Hardening Options for Critical Loads,” to appear in Energies.

Conference Proceedings

  1. C. Wang, P. B. Luh, and N. Navid, “Requirement Design for a Reliable and Efficient Ramp Capability Product,” Proceedings of the IEEE Power and Energy Society 2013 General Meeting, Vancouver, Canada, July 2013.
  2. M. A. Bragin, P. B. Luh, J. H. Yan, N. Yu and G. A. Stern, “Efficient Surrogate Optimization for Payment Cost Co-Optimization with Transmission Capacity Constraints,” Proceedings of the IEEE Power and Energy Society 2013 General Meeting, Vancouver, Canada, July 2013.  In the Best Paper session.
  3. Y. Yu, P. B. Luh, E. Litvinov, T. Zheng, F. Zhao and J. Zhao, “Markov-Based Stochastic Unit Commitment Considering Wind Power Forecasts,” Proceedings of the IEEE Power and Energy Society 2013 General Meeting, Vancouver, Canada, July 2013.  In the Best Paper session.
  4. X. Sun, P. B. Luh, L. D. Michel, S. Corbo, K. W. Cheung, W. Guan and K. Chung, “An Efficient Approach for Short-Term Substation Load Forecasting,” Proceedings of the IEEE Power and Energy Society 2013 General Meeting, Vancouver, Canada, July 2013.  In the Best Paper session.
  5. M. Li and P. B. Luh, “A Decentralized Framework of Unit Commitment for Future Power Markets,” Proceedings of the IEEE Power and Energy Society 2013 General Meeting, Vancouver, Canada, July 2013.
  6. W. Guan, K. Chung, K. W. Cheung, X. Sun, L. D. Michel, S. Corbo and P. B. Luh, “Advanced Load Forecast with Hierarchical Forecasting Capability,” Proceedings of the IEEE Power and Energy Society 2013 General Meeting, Vancouver, Canada, July 2013.
  7. B. Yan, P. B. Luh, B. Sun, C. Song, C. Dong, Z. Gan and L. D. Michel, “Energy-efficient Management of Eco-communities,” Proceedings of the 2013 IEEE Conference on Automation Science and Engineering, Madison, Wisconsin, August 2013.
  8. Y. Yan, P. B. Luh, and B. Sun, “Fault Detection of Cooling Coils based on Unscented Kalman Filters and Statistical Process Control,” Proceedings of the 2013 IEEE Conference on Automation Science and Engineering, Madison, Wisconsin, August 2013.
  9. B. Sun, P. B. Luh, Q.S. Jia, and B. Yan, “Event-based Optimization with Non-stationary Uncertainties to Save Energy Costs of HVAC Systems in Buildings,” Proceedings of the 2013 IEEE Conference on Automation Science and Engineering, Madison, Wisconsin, August 2013.
  10. N. Ding, P. B. Luh, H. Zhang and T. Chen, “Emergency Evacuation Simulation in Staircases Considering Evacuees’ Physical and Psychological Status,” Proceedings of the 2013 IEEE Conference on Automation Science and Engineering, Madison, Wisconsin, August 2013.
  11. Y. Gao, P. B. Luh, H. Zhang and T. Chen, “A Modified Social Force Model Considering Relative Velocity of Pedestrians,” Proceedings of the 2013 IEEE Conference on Automation Science and Engineering, Madison, Wisconsin, August 2013.
  12. N. Ding, T. Chen, H. Zhang, P. B Luh, “Stair Evacuation Simulation based on Cellular Automata Model Considering Social Forces,” Traffic and Granular Flow, Forschungszentrum Jülich, Germany, Sept. 2013.
  13. S. M. Park, S. Y. Park, P. Zhang, P. B. Luh, M. Rakotomavo, and C. Serna, “Comparative Life Cycle Cost Analysis of Hardening Options for Critical Loads,” Proceedings of the IEEE Power Energy Society Conference on Innovative Smart Grid Technological, Washington, D.C., Feb. 2014.
  14. Y. Gao, T. Chen, P. B. Luh and H. Zhang, “Experimental Study on Pedestrians’ Collision Avoidance,” Proceedings of the Eleventh World Congress on Intelligent Control and Automation, Shenyang, China, July 2014, pp. 2659-2663.
  15. N. Ding, T. Chen, P. B. Luh and H. Zhang, “Optimization of Elevator Evacuation Considering Potential Over-Crowding,” Proceedings of the Eleventh World Congress on Intelligent Control and Automation, Shenyang, China, July 2014, pp. 2664-2668.
  16. X. Lu, P. B. Luh, K. L. Marsh, T. Gifford and A. Tucker, “Guidance Optimization of Building Evacuation Considering Psychological Features in Route Choice,” Proceedings of the Eleventh World Congress on Intelligent Control and Automation, Shenyang, China, July 2014, pp. 2669-2674.
  17. M. Di Somma, B. Yan, P. B. Luh, M. A. Bragin, N. Bianco, G. Graditi, L. Mongibello and V. Naso, “Exergy-efficient Management of Energy Districts,” Proceedings of the Eleventh World Congress on Intelligent Control and Automation, Shenyang, China, July 2014, pp. 2675-2680.
  18. C. Wang, P. B. Luh, and N. Navid, “Ramp Requirement Design for Reliable and Efficient Integration of Renewable Energy,” Proceedings of the IEEE Power and Energy Society 2014 General Meeting, Washington DC, July 2014.
  19. M. A. Bragin, P. B. Luh, J. H. Yan and G. A. Stern, “Surrogate Lagrangian Relaxation and Branch-and-cut for Unit Commitment with Combined Cycle Units,” Proceedings of the IEEE Power and Energy Society 2014 General Meeting, Washington DC, July 2014.  In the Best Paper session.
  20. Y. Yu, P. B. Luh, E. Litvinov, T. Zheng, J. Zhao and F. Zhao, “Markov-based Stochastic Multi-period Market Settlement with Wind Uncertainties,” Proceedings of the IEEE Power and Energy Society 2014 General Meeting, Washington DC, July 2014.
  21. X. Sun, P. B. Luh, K. W. Cheung and W. Guan, “Forecasting Real-time Net Interchange of Electric Power,” Proceedings of the IEEE Power and Energy Society 2014 General Meeting, Washington DC, July 2014.
  22. B. Yan, P. B. Luh, M. A. Bragin, C. Song, C. Dong, and Z. Gan, “Energy-efficient Building Clusters,” Proceedings of the 2014 IEEE Conference on Automation Science and Engineering, Taipei, Taiwan, August 2014.
  23. Y. Yan, P. B. Luh, and K. R. Pattipati, “Fault Diagnosis Framework for Air Handling Units based on the Integration of Dependency Matrices and PCA,” Proceedings of the 2014 IEEE Conference on Automation Science and Engineering, Taipei, Taiwan, August 2014.
  24. N. Ding, H. Zhang, T Chen, P. B. Luh, “Evacuees’ Behaviors of Using Elevators during Evacuation based on Experiments,” the Conference in Pedestrian and Evacuation Dynamics, Nootdorp, the Netherlands, October 2014 (PED2014).
  25. M. Di Somma, B. Yan, N. Bianco, P. B. Luh,  G. Graditi, L. Mongibello, and V. Naso, “Multi-Objective Operational Optimization of a Distributed Energy System for a Large-Scale Utility Customer,” ASME-ATI-UIT 2015 Conference on Thermal Energy Systems: Production, Storage, Utilization and the Environment, May 2015, Napoli, Italy.
  26. B. Yan, M. Di Somma, N. Bianco, P. B. Luh,  G. Graditi, L. Mongibello, and V. Naso, “Exergy-Based Operation Optimization of a Distributed Energy System through the Energy-Supply Chain,” ASME-ATI-UIT 2015 Conference on Thermal Energy Systems: Production, Storage, Utilization and the Environment, May 2015, Napoli, Italy.
  27. M. Di Somma, B. Yan, N. Bianco, P. B. Luh,  G. Graditi, L. Mongibello, and V. Naso, “Energy Quality Management of a Distributed Energy System through Multi-Objective Optimization,” the 5th International Conference on Clean Electrical Power, June 2015, Taormina, Italy.
  28. M. Di Somma, B. Yan, N. Bianco, P. B. Luh,  G. Graditi, L. Mongibello, and V. Naso, “Influence of Energy Quality Management on CO2 Emissions in Operation Optimization of a Distributed Energy System,” the 5th International Conference on Clean Electrical Power, June 2015, Taormina, Italy.
  29. M. A. Bragin, P. B. Luh, J. H. Yan and G. A. Stern, “Novel Exploitation of Convex Hull Invariance for Solving Unit Commitment by Using Surrogate Lagrangian Relaxation and Branch-and-cut,” Proceedings of the IEEE Power and Energy Society 2015 General Meeting, Denver, Colorado, July 2015.
  30. Y. Yu, P. B. Luh, E. Litvinov, T. Zheng, J. Zhao and F. Zhao, “Transmission Contingency-Constrained Unit Commitment with Uncertain Wind Generation via Interval Optimization,” Proceedings of the IEEE Power and Energy Society 2015 General Meeting, Denver, Colorado, July 2015.  In the Best Paper session.
  31. X. Sun, P. B. Luh, K. W. Cheung and W. Guan, “Probabilistic Forecasting of Dynamic Line Rating for Over-head Transmission Lines,” Proceedings of the IEEE Power and Energy Society 2015 General Meeting, Denver, Colorado, July 2015.
  32. Y. Yan, P. B. Luh, and K. R. Pattipati, “A Fault Diagnosis Method for HVAC Air Handling Units Considering Fault Propagation,” Proceedings of the 2015 IEEE Conference on Automation Science and Engineering, Gothenburg, Sweden, August 2015, pp. 961-966.  Finalist for the Best Student Paper.
  33. A. A. Farhan, K. R. Pattipati, B. Wang, and P. B. Luh, “Predicting Individual Thermal Comfort Using Machine Learning Algorithms,” Proceedings of the 2015 IEEE Conference on Automation Science and Engineering, Gothenburg, Sweden, August 2015, pp. 708-713.
  34. Y. Yan, P. B. Luh and K. R. Pattipati, “Chiller Plant Fault Diagnosis Considering Fault Propagation,” Proceedings of the 2015 IEEE International Conference on Complex Systems Engineering, Storrs, Connecticut, Nov. 2015.
  35. D. Zhang, P. B. Luh, J. Fan and S. Gupta, “A Decomposition and Coordination-Based Method for Chiller Plant Optimization,” Proceedings of the 2015 IEEE International Conference on Complex Systems Engineering, Storrs, Connecticut, Nov. 2015.
  36. P. K. Thota, A. P. Dani, P. B. Luh and S. Gupta, “Cooling Load Forecasting for Chiller Plants Using Similar Day Based Wavelet Neural Networks,” Proceedings of the 2015 IEEE International Conference on Complex Systems Engineering, Storrs, Connecticut, Nov. 2015.
  37. M. A. Bragin, P. B. Luh, J. H. Yan and G. A. Stern, “An Efficient Approach for Unit Commitment and Economic Dispatch with Combined Cycle Units and AC Power Flow,” Proceedings of the IEEE Power and Energy Society 2016 General Meeting, Boston, Massachusetts, July 2016.
  38. Y. Yan, P. B. Luh and K. R. Pattipati, “Fault Diagnosis of HVAC: Air Handling Units and Variable Air Volume Boxes,” to appear in Proceedings of IEEE Conference on Automation Science and Engineering, Fort Worth, TX, August 2016.
  39. M. Di Somma, B. Yan, N. Bianco, G. Graditi, P. B. Luh,  L. Mongibello, and V. Naso, “Design Optimization of a Distributed Energy System through Cost and Exergy Assessments,” the 8th International Conference on Applied Energy, October 2016, Beijing, China.