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Publications

Optimization and Control Group

129 publications found:

2018

  • Cort K.A., J.A. McIntosh, G. Sullivan, T.D. Ashley, C.E. Metzger, and N. Fernandez. 2018. Testing the Performance and Dynamic Control of Energy-Efficient Cellular Shades in the PNNL Lab Homes. PNNL-27663 Rev 1. Richland, WA: Pacific Northwest National Laboratory.
  • Elizondo M.A., R. Fan, H. Kirkham, M. Ghosal, F. Wilches-Bernal, D. Schoenwald, and J. Lian. 2018. "Interarea Oscillation Damping Control Using High-Voltage DC Transmission: A Survey." IEEE Transactions on Power Systems 33, no. 6:6915-6923. PNNL-SA-130052. doi:10.1109/TPWRS.2018.2832227
  • Fernandez N., S. Katipamula, W. Wang, Y. Xie, and M. Zhao. 2018. "Energy Savings Potential from Improved Building Controls for the U.S. Commercial Building Sector." Energy Efficiency 11, no. 2:393-413. PNNL-SA-121880. doi:10.1007/s12053-017-9569-5
  • Katipamula S., R.M. Underhill, R.G. Lutes, and S. Huang. 2018. Automatic Identification of Retro-commissioning Measures. PNNL-27338. Richland, WA: Pacific Northwest National Laboratory.
  • Kim W., and S. Katipamula. 2018. "A Review of Fault Detection and Diagnostics Methods for Building Systems." Science and Technology for the Built Environment 24, no. 1:3-21. PNNL-SA-120708. doi:10.1080/23744731.2017.1318008
  • Kundu S., J. Hansen, J. Lian, and K. Kalsi. 2018. "Assessment of Optimal Flexibility in Ensemble of Frequency Responsive Loads." In IEEE International Conference on Smart Grid Communications, October 23-27, 2017, Dresden, Germany, 399-404. Piscataway, New Jersey:IEEE. PNNL-SA-126289. doi:10.1109/SmartGridComm.2017.8340742
  • Lian J., Y. Sun, K. Kalsi, S.E. Widergren, D. Wu, and H. Ren. 2018. Transactive System: Part II: Analysis of Two Pilot Transactive Systems using Foundational Theory and Metrics. PNNL-27235 Part 2. Richland, WA: Pacific Northwest National Laboratory.
  • Liu Y., H. Wang, and L. Guo. 2018. "Composite robust H-infinite control for uncertain stochastic nonlinear systems with state delay via disturbance observer." IEEE Transactions on Automatic Control 63, no. 12:4345-4252. PNNL-SA-125771. doi:10.1109/TAC.2018.2819683
  • Moslehi S., T.A. Reddy, and S. Katipamula. 2018. "Evaluation of data-driven models for predicting solar photovoltaics power output." Energy 142. PNNL-SA-131211. doi:10.1016/j.energy.2017.09.042
  • Ren Y., Y. Fang, A. Wang, H. Zhang, and H. Wang. 2018. "Collaborative Operational fault tolerant control for stochastic distribution control system." Automatica 98. PNNL-SA-126648. doi:10.1016/j.automatica.2018.09.022
  • Rubio-Herrero J., V. Chandan, C.M. Siegel, A. Vishnu, and D.L. Vrabie. 2018. "A Learning Framework for Control-Oriented Modeling of Buildings." In IEEE International Conference on Machine Learning and Applications (ICMLA 2017) December 18-21, 2017, Cancun, Mexico. Piscataway, New Jersey:IEEE. PNNL-SA-128813. doi:10.1109/ICMLA.2017.00079
  • Viswanathan V.V., A.J. Crawford, M.E. Alam, P.J. Balducci, D. Wu, T.D. Hardy, and K. Mongird. 2018. Snohomish Public Utility District: An Assessment of Battery Technical Performance. PNNL-27237. Richland, WA: Pacific Northwest National Laboratory.
  • Wang N., S. Goel, A. Makhmalbaf, and N.D. Long. 2018. "Development of Building Energy Asset Rating using Stock Modelling in the USA." Journal of Building Performance Simulation 11, no. 1:4-18. PNNL-SA-110467. doi:10.1080/19401493.2015.1134668
  • Yang T., Y. Wan, H. Wang, and Z. Lin. 2018. "Global Optimal Consensus for Discrete-time Multi-agent Systems with Bounded Controls." Automatica 97. PNNL-SA-123639. doi:10.1016/j.automatica.2018.08.017
  • Yin L., H. Wang, X. Yan, and H. Zhang. 2018. "Disturbance Observer-Based Dynamic Optimal Setting Control." IET Control Theory and Applications 12, no. 17:2423-2432. PNNL-SA-132630. doi:10.1049/iet-cta.2018.5013
  • Zhou P., C. Wang, M. Li, H. Wang, Y. Wu, and T. Chai. 2018. "Modeling Error PDF Optimization Based Wavelet Neural Network Modeling of Dynamic System and Its Application in Blast Furnace Ironmaking." Neurocomputing 285. PNNL-SA-130982. doi:10.1016/j.neucom.2018.01.040
  • Zhou Y., Q. Zhang, H. Wang, P. Zhou, and T. Chai. 2018. "EKF-Based Enhanced Performance Controller Design for Nonlinear Stochastic Systems." IEEE Transactions on Automatic Control 63, no. 4:1155-1162. PNNL-SA-121736. doi:10.1109/TAC.2017.2742661

2017

  • Balducci P.J., M.E. Alam, V.V. Viswanathan, D. Wu, A.J. Crawford, K. Mongird, and M.R. Weimar, et al. 2017. The Salem Smart Power Center: An Assessment of Battery Performance and Economic Potential. PNNL-26858. Richland, WA: Pacific Northwest National Laboratory. doi:10.2172/1406263.
  • Bhattacharya S., V. Chandan, V. Arya, and K. Kar. 2017. "DReAM: Demand Response Architecture for Multi-level District Heating and Cooling Networks." In Proceedings of the Eighth International Conference on Future Energy Systems (e-Energy 2017), May 16-19, 2017 Shatin, Hong Kong, 353-359. New York, New York:ACM. PNNL-SA-126256. doi:10.1145/3077839.3084079
  • Chai T., Y. Jia, H. Wang, and C. Su. 2017. "Dual Rate Adaptive Control for an Industrial Heat Supply Process Using Signal Compensation Approach." In IFAC PapersOnLine, 50-1, 1877-1884. PNNL-SA-124295. doi:10.1016/j.ifacol.2017.08.258
  • Chai T., Z. Wu, and H. Wang. 2017. "A CPS Based Optimal Operational Control System for Fused Magnesium Furnace." IFAC- PapersOnLine 50, no. 1:14992-14999. PNNL-SA-125116. doi:10.1016/j.ifacol.2017.08.2566
  • Delgoshaei P., M.A. Austin, A.J. Pertzborn, M. Heidarinejad, and V. Chandan. 2017. "Towards a Semantically-Enabled Control Strategy for Building Simulations: Integration of Semantic Technologies and Model Predictive Control." In Proceedings of the 15th IBPSA Conference (IBPSA 2017), August 7-9, 2017, San Francisco, California, 965-974. Toronto:International Building Performance Simulation Association. PNNL-SA-126011.
  • Elizondo M.A., N.A. Samaan, Y.V. Makarov, J.T. Holzer, M.R. Vallem, R. Huang, and B. Vyakaranam, et al. 2017. "Literature Survey on Operational Voltage Control and Reactive Power Management on Transmission and Sub-Transmission Networks." In IEEE Power & Energy Society General Meeting, July 16-20, 2017, Chicago, Illinois, 1 - 5. Piscataway, New Jersey:IEEE. PNNL-SA-122266. doi:10.1109/PESGM.2017.8274068
  • Fernandez N., S. Katipamula, and R.M. Underhill. 2017. "Optimizing Control of Dedicated Outdoor Air Systems with Energy Recovery in Commercial Buildings." Journal of Energy Engineering 143, no. 1. PNNL-ACT-SA-10075. doi:10.1061/(ASCE)EY.1943-7897.0000368
  • Fernandez N., S. Katipamula, W. Wang, Y. Xie, M. Zhao, and C.D. Corbin. 2017. Impacts of Commercial Building Controls on Energy Savings and Peak Load Reduction. PNNL-25985. Richland, WA: Pacific Northwest National Laboratory.
  • Hansen J., T.W. Edgar, J.A. Daily, and D. Wu. 2017. "Evaluating Transactive Controls of Integrated Transmission and Distribution Systems using the Framework for Network Co-Simulation." In American Control Conference (ACC 2017), May 24-26, 2017, Seattle, Washington, 4010-4017. Piscataway, New Jersey:IEEE. PNNL-SA-124258. doi:10.23919/ACC.2017.7963570
  • Hao H., C.D. Corbin, K. Kalsi, and R.G. Pratt. 2017. "Transactive Control of Commercial Buildings for Demand Response." IEEE Transactions on Power Systems 32, no. 1:774-783. PNNL-SA-114721. doi:10.1109/TPWRS.2016.2559485
  • Howe D.T., D.J. Taasevigen, M. Garcia-Perez, A. McDonald, G. Li, and M.P. Wolcott. 2017. "Steam Gasification of a Thermally Pretreated High Lignin Corn Stover Simultaneous Saccharification and Fermentation Digester Residue." Energy 119. PNNL-SA-118700. doi:10.1016/j.energy.2016.12.094
  • Jain M., A. Singh, and V. Chandan. 2017. "Portable+: A Ubiquitous and Smart Way Towards Comfortable Energy Savings." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 1, no. 2:Article No. 14. PNNL-SA-125359. doi:10.1145/3090079
  • Katipamula S., C.D. Corbin, J.N. Haack, H. Hao, W. Kim, D.J. Hostick, and B.A. Akyol, et al. 2017. Transactive Campus Energy Systems: Final Report. PNNL-26866. Richland, WA: Pacific Northwest National Laboratory.
  • Katipamula S., K. Gowri, and G. Hernandez. 2017. "An Open-Source Automated Continuous Condition-Based Maintenance Platform for Commercial Buildings." Science and Technology for the Built Environment 23, no. 4:546-556. PNNL-SA-114134. doi:10.1080/23744731.2016.1218236
  • Katipamula S., W. Wang, H. Ngo, and R.M. Underhill. 2017. Field Evaluation of the Performance of the RTU Challenge Unit: Daikin Rebel. PNNL-26279. Richland, WA: Pacific Northwest National Laboratory.
  • Kim W. 2017. "An Integrated FDD System for HVAC&R Based on Virtual Sensors." In Fault Detection: Methods, Applications and Technology, edited by D Martin. 105-140. Hauppauge, New York:Nova Science Publishers. PNNL-SA-120736.
  • Kim W., and S. Katipamula. 2017. "Development and Validation of an Intelligent Load Control Algorithm." Energy and Buildings 135. PNNL-SA-116744. doi:10.1016/j.enbuild.2016.11.040
  • Kim W., S. Katipamula, and R.G. Lutes. 2017. "Improving HVAC Operational Efficiency in Small- and Medium-Size Commercial Buildings." Building and Environment 120. PNNL-SA-121851. doi:10.1016/j.buildenv.2017.05.010
  • Kundu S., and M. Anghel. 2017. "A Multiple-Comparison-Systems Method for Distributed Stability Analysis of Large-Scale Nonlinear Systems." Automatica 78. PNNL-SA-122257. doi:10.1016/j.automatica.2016.12.003
  • Li W., J. Lian, D.W. Engel, and H. Wang. 2017. "Ensemble-Based Uncertainty Quantification for Coordination and Control of Thermostatically Controlled Loads." Journal of Control and Decision 5, no. 2:148-168. PNNL-SA-123683. doi:10.1080/23307706.2017.1353931
  • Lian J., D. Wu, K. Kalsi, and H. Chen. 2017. "Theoretical Framework for Integrating Distributed Energy Resources into Distribution Systems." In IEEE Power & Energy Society General Meeting, July 16-20, 2017, Chicago, Illinois, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-122233. doi:10.1109/PESGM.2017.8274331
  • Liu Y., A. Wang, L. Guo, and H. Wang. 2017. "An Error-Entropy Minimization Algorithm for Tracking Control of Nonlinear Stochastic Systems with Non-Gaussian Variables." In IFAC PapersOnLine, 50-1, 10407-10412. PNNL-SA-121780. doi:10.1016/j.ifacol.2017.08.1720
  • Makhmalbaf A., D.J. Hammerstrom, Q. Huang, and Y. Tang. 2017. "Valuation Diagramming and Accounting of Transactive Energy Systems." In IEEE Conference on Technologies for Sustainability (SusTech 2017), November 12-14, 2017, Phoenix, Arizona, 1-7. Piscataway, New Jersey:IEEE. PNNL-SA-127555. doi:10.1109/SusTech.2017.8333520
  • Moslehi S., T.A. Reddy, and S. Katipamula. 2017. "Evaluation of scenario-specific modeling appraoches to predict plane of array solar irradiation." Science and Technology for the Built Environment 24, no. 7:770-778. PNNL-SA-131212. doi:10.1080/23744731.2017.1406276
  • Ramachandran T., S. Kundu, Y. Chen, and D.L. Vrabie. 2017. "Towards a framework for selection of supervisory control for commercial buildings: HVAC system energy efficiency." In American Control Conference (ACC 2017), May 24-26, 2017, Seattle, Washington, 2925-2930. Piscataway, New Jersey:IEEE. PNNL-SA-121108. doi:10.23919/ACC.2017.7963395
  • Ramachandran T., S. Kundu, Y. Chen, and D.L. Vrabie. 2017. "Towards a framework for selection of supervisory control for commercial buildings: HVAC system energy efficiency." In American Control Conference (ACC 2017), May 24-26, 2017, Seattle, Washington, 2925-2930. Piscataway, New Jersey:IEEE. PNNL-SA-124310. doi:10.23919/ACC.2017.7963395
  • Saurav K., A.R. Choudhury, V. Chandan, P. Lingman, and N. Linder. 2017. "Building Modelling Methodologies for Virtual District Heating and Cooling Networks." In IEEE Conference on Smart Grid Communications (SGC 2017), October 23-27, 2017, Dresden, Germany. Piscataway, New Jersey:IEEE. PNNL-SA-126141. doi:10.1109/SmartGridComm.2017.8340737
  • Saurav K., and V. Chandan. 2017. "Gray-Box Approach for Thermal Modelling of Buildings for Applications in District Heating and Cooling Networks." In Proceedings of the Eighth International Conference on Future Energy Systems (e-Energy 2017), May 16-19, 2017, Shatin, Hong Kong, 347-352. New York, New York:ACM. PNNL-SA-125956. doi:10.1145/3077839.3084078
  • Stevens A.J., Y. Pu, Y. Sun, G. Spell, and L. Carin. 2017. "Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis." In Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017), April 20-22, 2017, Fort Lauderdale, Florida, 54, 121-129. Cambridge:Proceedings of Machine Learning Research Press. PNNL-SA-121675.
  • Sun Y., A.J. Stevens, J. Lian, and S. Lu. 2017. "Calibrating Physical Parameters in House Models Using Aggregate AC Power Demand." In IEEE Power & Energy General Meeting, July 16-20, 2017, Chicago, Illinois. PNNL-SA-122198. doi:10.1109/PESGM.2017.8273980
  • Tian B., Z. Zuo, X. Yan, and H. Wang. 2017. "A fixed-time output feedback control scheme for double integrator systems." Automatica 80. PNNL-SA-123361. doi:10.1016/j.automatica.2017.01.007
  • Vallem M.R., B. Vyakaranam, J.T. Holzer, M.A. Elizondo, and N.A. Samaan. 2017. "Power System Decomposition for Practical Implementation of Bulk-Grid Voltage Control Methods." In 19th International conference on Intelligent system Applications to Power Systems (ISAP 2017), September 17-20, 2017, San Antonio, Texas. Piscataway, New Jersey:IEEE. PNNL-SA-127147. doi:10.1109/ISAP.2017.8071378
  • Vallem M.R., B. Vyakaranam, J.T. Holzer, N.A. Samaan, Y.V. Makarov, R. Diao, and Q. Huang, et al. 2017. "Hybrid Cascading Outage Analysis of Extreme Events with Optimized Corrective Actions." In 19th International Conference on Intelligent Systems Application to Power Systems (ISAP 2017), September 17-20, 2017, San Antonio, Texas. Piscataway, New Jersey:IEEE. PNNL-SA-125367. doi:10.1109/isap.2017.8071375
  • Vishwanath A., V. Chandan, C. Mendoza, and C. Blake. 2017. "A Data Driven Pre-cooling Framework for Energy Cost Optimization in Commercial Buildings." In Proceedings of the Eighth International Conference on Future Energy Systems (e-Energy 2017), May 16-19, 2017, Shatin, Hong Kong, 157-167. New York, New York:ACM. PNNL-SA-125250. doi:10.1145/3077839.3077847
  • Wang N., A. Makhmalbaf, V. Srivastava, and J.E. Hathaway. 2017. "SIMULATION-BASED COEFFICIENTS FOR ADJUSTING CLIMATE IMPACT ON ENERGY CONSUMPTION OF COMMERCIAL BUILDINGS." Building Simulation 10, no. 3:309-322. PNNL-SA-115696. doi:10.1007/s12273-016-0332-1
  • Widergren S.E., D.J. Hammerstrom, Q. Huang, K. Kalsi, J. Lian, A. Makhmalbaf, and T.E. McDermott, et al. 2017. Transactive Systems Simulation and Valuation Platform Trial Analysis. PNNL-26409. Richland, WA: Pacific Northwest National Laboratory.
  • Wu D., M. Kintner-Meyer, T. Yang, and P.J. Balducci. 2017. "Analytical Sizing Methods for behind-the-meter Battery Storage." Journal of Energy Storage 12. PNNL-SA-122123. doi:10.1016/j.est.2017.04.009
  • Wu J., T. Yang, D. Wu, K. Kalsi, and K. Johansson. 2017. "Distributed optimal dispatch of distributed energy resources over lossy communication networks." IEEE Transactions on Smart Grid 8, no. 6:3125-3137. PNNL-SA-122001. doi:10.1109/TSG.2017.2720761
  • Yang T., D. Wu, W. Ren, H. Wang, Y. Hong, and K. Johansson. 2017. "Cooperative Optimal Coordination for Distributed Energy Resources." In IEEE 56th Annual Conference Conference on Decision and Control (CDC 2017), December 12-15, 2017 Melbourne, Australia, 6334-6339. Piscataway, New Jersey:IEEE. PNNL-SA-124304. doi:10.1109/CDC.2017.8264614
  • Zhou P., H. Song, H. Wang, and T. Chai. 2017. "Data-driven Nonlinear Subspace Modeling for Prediction and Control of Molten Iron Quality Indices in Blast Furnace Ironmaking." IEEE Transactions on Control Systems Technology 25, no. 5:1761-1774. PNNL-SA-120684. doi:10.1109/TCST.2016.2631124
  • Zhou P., Y. Lv, H. Wang, and T. Chai. 2017. "Data-Driven Robust RVFLNs Modeling of a Blast Furnace Iron-Making Process Using Cauchy Distribution Weighted M-Estimation." IEEE Transactions on Industrial Electronics 64, no. 9:7141-7151. PNNL-SA-124471. doi:10.1109/TIE.2017.2686369

2016

  • Akyol B.A., C.H. Allwardt, Z.W. Beech, J.B. Chapman, J.N. Haack, S. Katipamula, and R.G. Lutes, et al. 2016. VOLTTRON 2016. PNNL-25499. Richland, WA: Pacific Northwest National Laboratory.
  • Baechler M.C., and H. Hao. 2016. Business Case for Nonintrusive Load Monitoring. PNNL-25425. Richland, WA: Pacific Northwest National Laboratory.
  • Corbin C.D., A. Makhmalbaf, S. Huang, V.V. Mendon, M. Zhao, S. Somasundaram, and G. Liu, et al. 2016. Transactive Control of Commercial Building HVAC Systems. PNNL-26083. Richland, WA: Pacific Northwest National Laboratory.
  • Cort K.A., J.N. Haack, S. Katipamula, and A.K. Nicholls. 2016. VOLTTRON™: Tech-to-Market Best-Practices Guide for Small- to Medium-Sized Commercial Buildings. PNNL-25405. Richland, WA: Pacific Northwest National Laboratory.
  • Glantz C.S., S. Somasundaram, M.E. Mylrea, R.M. Underhill, and A.K. Nicholls. 2016. "Evaluating the Maturity of Cybersecurity Programs for Building Control Systems." In ACEEE Summer study on Energy Efficiency in Buildings, August 21-26, 2016, Pacific Grove, California, 12-1 - 12-12. Washington Dc, District Of Columbia:American Council for an Energy-Efficient Economy. PNNL-SA-116581.
  • Hammerstrom D.J., A. Makhmalbaf, and M.C. Marinovici. 2016. Diagramming Transactive Building Business Cases: Using Principles of e3 Value to Document Valuation Studies. PNNL-26127. Richland, WA: Pacific Northwest National Laboratory.
  • Hammerstrom D.J., C.D. Corbin, N. Fernandez, J.S. Homer, A. Makhmalbaf, R.G. Pratt, and A. Somani, et al. 2016. Valuation of Transactive Systems. PNNL-25323. Richland, WA: Pacific Northwest National Laboratory.
  • Hao H., G. Liu, S. Huang, and S. Katipamula. 2016. Coordination and Control of Flexible Building Loads for Renewable Integration; Demonstrations using VOLTTRON. PNNL-26082. Richland, WA: Pacific Northwest National Laboratory.
  • Howard P., G.C. Runger, A. Reddy, and S. Katipamula. 2016. "Automated Data Mining Methods for Identifying Energy Efficiency Opportunities Using Whole-Building Electricity Data." ASHRAE Transactions 122, no. 1:422-433. PNWD-SA-10446.
  • Katipamula S., J.N. Haack, G. Hernandez, B.A. Akyol, and J. Hagerman. 2016. "VOLTTRON: An Open-Source Software Platform of the Future." IEEE Electrification Magazine 4, no. 4:15-22. PNNL-SA-120709. doi:10.1109/MELE.2016.2614178
  • Katipamula S., R.G. Lutes, G. Hernandez, J.N. Haack, and B.A. Akyol. 2016. "Transactional Network: Improving Efficiency and Enabling Grid Services for Building." Science and Technology for the Built Environment 22, no. 6:643-654. PNNL-SA-105816. doi:10.1080/23744731.2016.1171628
  • Kim W., S. Katipamula, R.G. Lutes, and R.M. Underhill. 2016. Behind the Meter Grid Services: Intelligent Load Control. PNNL-26034. Richland, WA: Pacific Northwest National Laboratory.
  • Kim W., S. Katipamula, R.G. Lutes, and R.M. Underhill. 2016. Development and Evaluation of Algorithms to Improve Small- and Medium-Size Commercial Building Operations. PNNL-25996. Richland, WA: Pacific Northwest National Laboratory.
  • Wang H., S. Wang, R. Fan, and Z. Zhang. 2016. Minimizing Uncertainties Impact in Decision Making with an Applicability Study for Economic Power Dispatch. PNNL-26084. Richland, WA: Pacific Northwest National Laboratory.
  • Zhou Y., Q. Zhang, and H. Wang. 2016. "Enhanced Performance Controller Design for Stochastic Systems by Adding Extra State Estimation onto the Existing Closed Loop Control." In UKACC 11th International Conference on Control (CONTROL 2016), August 31- September 2, 2016, Belfast, United Kingdom. Piscataway, New Jersey:IEEE. PNNL-SA-119042. doi:10.1109/CONTROL.2016.7737531

2015

  • Akyol B.A., J.N. Haack, B.J. Carpenter, S. Katipamula, R.G. Lutes, and G. Hernandez. 2015. Transaction-Based Building Controls Framework, Volume 2: Platform Descriptive Model and Requirements. PNNL-24395. Richland, WA: Pacific Northwest National Laboratory.
  • Akyol B.A., J.N. Haack, G. Hernandez, S. Katipamula, and S.E. Widergren. 2015. "Transaction-Based Controls for Building-Grid Integration: VOLTTRON™." Electroindustry 20, no. 7:11-13. PNNL-SA-110777.
  • Chassin D.P., Y. Zhang, P.V. Etingov, D.P. James, D.D. Hatley, H. Kirkham, and J. Kueck, et al. 2015. ARRA Interconnection Planning - Load Modeling Activities. PNNL-24425. Richland, WA: Pacific Northwest National Laboratory.
  • Fernandez N., W. Wang, K.J. Alvine, and S. Katipamula. 2015. Energy Savings Potential of Radiative Cooling Technologies. PNNL-24904. Richland, WA: Pacific Northwest National Laboratory.
  • Hao H., A. Somani, J. Lian, and T.E. Carroll. 2015. "Generalized Aggregation and Coordination of Residential Loads in a Smart Community." In IEEE International Conference on Smart Grid Communications (SmartGridComm 2015), November 2-5, 2015, Miami, Florida, 67-72. Piscataway, New Jersey:IEEE. PNNL-SA-110406. doi:10.1109/SmartGridComm.2015.7436278
  • Hao H., J. Lian, K. Kalsi, and J. Stoustrup. 2015. "Distributed Flexibility Characterization and Resource Allocation Strategies for Multi-zone Commercial Buildings in the Smart Grid." In 54th IEEE Conference on Decision and Control, December 15-18, 2015, Osaka, Japan, 3161-3168. Piscataway, New Jersey:IEEE. PNNL-SA-109049. doi:10.1109/CDC.2015.7402693
  • Hao H., Y. Sun, T.E. Carroll, and A. Somani. 2015. "A Distributed Cooperative Power Allocation Method for Campus Buildings." In IEEE Power & Energy Society General Meeting, July 26-20, 2015, Denver, Colorado, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-106776. doi:10.1109/PESGM.2015.7286240
  • Hardin D., E.G. Stephan, W. Wang, C.D. Corbin, and S.E. Widergren. 2015. Buildings Interoperability Landscape. PNNL-25124. Richland, WA: Pacific Northwest National Laboratory.
  • Howe D.T., D.J. Taasevigen, M.A. Gerber, M.J. Gray, C.A. Fernandez, L. Saraf, and M. Garcia-Perez, et al. 2015. "Bed Agglomeration During the Steam Gasification of a High Lignin Corn Stover Simultaneous Saccharification and Fermentation (SSF) Digester Residue." Energy and Fuels 29, no. 12:8035-8046. PNNL-SA-112332. doi:10.1021/acs.energyfuels.5b01808
  • James D.P., and J. Kueck. 2015. Commercial Building Motor Protection Response Report. PNNL-24468. Richland, WA: Pacific Northwest National Laboratory.
  • Katipamula S., W. Kim, R.G. Lutes, and R.M. Underhill. 2015. Rooftop Unit Embedded Diagnostics: Automated Fault Detection and Diagnostics (AFDD) Development, Field Testing and Validation. PNNL-23790. Richland, WA: Pacific Northwest National Laboratory.
  • Kim W., R.G. Lutes, S. Katipamula, J.N. Haack, B.J. Carpenter, B.A. Akyol, and K.E. Monson, et al. 2015. OpenEIS: Users Guide. PNNL-24065. Richland, WA: Pacific Northwest National Laboratory.
  • Lin G., J. Granderson, and M.R. Brambley. 2015. "Scaling Retro-Commissioning to Small Commercial Buildings: A Turnkey Automated Hardware-Software Solution." ASHRAE Transactions 121, no. 2:Article No. AT-15-C032. PNNL-SA-114225.
  • Lutes R.G., C.C. Neubauer, J.N. Haack, B.J. Carpenter, K.E. Monson, C.H. Allwardt, and P. Sharma, et al. 2015. OpenEIS: Developer Guide. PNNL-24318. Richland, WA: Pacific Northwest National Laboratory.
  • Lutes R.G., J.N. Haack, S. Katipamula, K.E. Monson, B.A. Akyol, and B.J. Carpenter. 2015. VOLTTRON 3.0: User Guide. PNNL-24907. Richland, WA: Pacific Northwest National Laboratory.
  • Makhmalbaf A., and G. Augenbroe. 2015. "USING TIME VARIANT VOLTAGE TO CALCULATE ENERGY CONSUMPTION AND POWER USE OF BUILDING SYSTEMS." In Proceedings of BS2015: 14th International Conference of the International Building Performance Simulation Association, December 7-9, 2015, Hyderabad, India, 1601-1608. Hyderabad:International Building Performance Simulation Association. PNNL-SA-110578.
  • Makhmalbaf A., V. Srivastava, M.G. Hoffman, A.W. Wagner, and J. Thornton. 2015. "Energy and Cost Optimized Technology Options to Meet Energy Needs of Food Processors." In 2015 ACEEE Summer Study on Energy Efficiency in Industry: Energy Efficiency: Integrating Technology, Policy and People, August 4-6, 2015, Buffalo, New York. Washington Dc:American Council for an Energy-Efficient Economy. PNNL-SA-106329.
  • Makhmalbaf A., V. Srivastava, M.G. Hoffman, A.W. Wagner, and J. Thornton. 2015. "Energy and Cost Optimized Technology Options to Meet Energy Needs of Food Processors." In 2015 ACEEE Summer Study on Energy Efficiency in Industry: Energy Efficiency: Integrating Technology, Policy, and People, August 4-6, 2015, Buffalo, New York. Washington Dc:American Council for an Energy-Efficient Economy. PNNL-SA-108578.
  • Mayhorn E.T., G.P. Sullivan, R.S. Butner, H. Hao, and M.C. Baechler. 2015. Characteristics and Performance of Existing Load Disaggregation Technologies. PNNL-24230. Richland, WA: Pacific Northwest National Laboratory.
  • Miller J.D., W. Wang, and S. Katipamula. 2015. RTU Comparison Calculator Enhancement Plan. PNNL-23239 Rev 1. Richland, WA: Pacific Northwest National Laboratory.
  • Ramuhalli P., S. Roy, E.H. Hirt, M.S. Prowant, S.G. Pitman, J.C. Tucker, and G. Dib, et al. 2015. Component-Level Prognostics Health Management Framework for Passive Components - Advanced Reactor Technology Milestone: M2AT-15PN2301043. PNNL-24377. Richland, WA: Pacific Northwest National Laboratory.
  • Taasevigen D.J., M.R. Brambley, Y. Huang, R.G. Lutes, and S.P. Gilbride. 2015. Field Testing and Demonstration of the Smart Monitoring and Diagnostic System (SMDS) for Packaged Air-Conditioners and Heat Pumps. PNNL-24000. Richland, WA: Pacific Northwest National Laboratory.
  • Wang W., S. Katipamula, and D.J. Taasevigen. 2015. Part-Load Performance Characterization and Energy Savings Potential of the RTU Challenge Unit: Carrier WeatherExpert. PNNL-24480. Richland, WA: Pacific Northwest National Laboratory.
  • Wang W., S. Katipamula, H. Ngo, and R.M. Underhill. 2015. Field Evaluation of the Performance of the RTU Challenge Unit: Daikin Rebel. PNNL-23672. Richland, WA: Pacific Northwest National Laboratory.
  • Wang W., S. Katipamula, H. Ngo, R.M. Underhill, D.J. Taasevigen, and R.G. Lutes. 2015. "Field evaluation of advanced controls for the retrofit of packaged air conditioners and heat pumps." Applied Energy 154. PNNL-SA-106593. doi:10.1016/j.apenergy.2015.04.129
  • Whalen S.A., and C.D. Corbin. 2015. Advanced HVAC System for Smart Grid. PNNL-24150. Richland, WA: Pacific Northwest National Laboratory.

2014

  • Alvine K.J., T.A. Kafentzis, S.G. Pitman, K.I. Johnson, D.C. Skorski, J.C. Tucker, and T.J. Roosendaal, et al. 2014. "An In-situ Tensile Test Apparatus for Polymers in High Pressure Hydrogen." Review of Scientific Instruments 85, no. 10:Article No. 105110. PNNL-SA-102958. doi:10.1063/1.4899315
  • Brambley M.R., S. Katipamula, and P. O'Neill. 2014. "Diagnostics for Monitoring-Based Commissioning." In Automated Diagnostics and Analytics for Buildings, edited by BL Capehart and MR Brambley. 193-202. Lilburn,, Georgia:Fairmont Press. PNNL-SA-101912.
  • Brooks K.P., and A. Makhmalbaf. 2014. "Fuel Cell Combined Heat and Power Commercial Demonstration." In 2014 Progress Report for the DOE Hydrogen and Fuel Cells Program. 7-11. Washington Dc:U.S. Department of Energy. PNNL-23497.
  • Brooks K.P., and A. Makhmalbaf. 2014. Technical Analysis of Installed Micro-Combined Heat and Power Fuel-Cell System. PNNL-23820. Richland, WA: Pacific Northwest National Laboratory.
  • Ciraci S., J.C. Fuller, J.A. Daily, A. Makhmalbaf, and C.D. Callahan. 2014. "A Runtime Verification Framework for Control System Simulation." In IEEE 38th Annual Computer Software and Applications Conference (COMPSAC 2014), July 21-25, 2014, Vasteras, Sweden, 78-84. Piscataway, New Jersey:IEEE. PNNL-SA-101256.
  • Engels M., P.A. Boyd, T.M. Koehler, S. Goel, D.R. Sisk, D.D. Hatley, and V.V. Mendon, et al. 2014. Smart and Green Energy (SAGE) for Base Camps Final Report. PNNL-23133. Richland, WA: Pacific Northwest National Laboratory.
  • Goel S., R.A. Athalye, W. Wang, J. Zhang, M.I. Rosenberg, Y. Xie, and R. Hart, et al. 2014. Enhancements to ASHRAE Standard 90.1 Prototype Building Models. PNNL-23269. Richland, WA: Pacific Northwest National Laboratory.
  • Halverson M.A., M.I. Rosenberg, W. Wang, J. Zhang, V.V. Mendon, R.A. Athalye, and Y. Xie, et al. 2014. ANSI/ASHRAE/IES Standard 90.1-2013 Preliminary Determination: Quantitative Analysis. PNNL-23236. Richland, WA: Pacific Northwest National Laboratory.
  • Halverson M.A., R.A. Athalye, M.I. Rosenberg, Y. Xie, W. Wang, R. Hart, and J. Zhang, et al. 2014. ANSI/ASHRAE/IES Standard 90.1-2013 Determination of Energy Savings: Quantitative Analysis. PNNL-23479. Richland, WA: Pacific Northwest National Laboratory.
  • Hoffman M.G., V. Srivastava, A.W. Wagner, A. Makhmalbaf, and J. Thornton. 2014. Preliminary Feasibility Assessment of Integrating CCHP with NW Food Processing Plant #1: Modeling Documentation. PNNL-23219. Richland, WA: Pacific Northwest National Laboratory.
  • Katipamula S., W. Wang, and M. Vowles. 2014. "Improving the Operating Efficiency of Packaged Air Conditioners and Heat Pumps." ASHRAE Journal 56, no. 3:36-42. PNNL-SA-98930.
  • Lutes R.G., J.N. Haack, S. Katipamula, K.E. Monson, B.A. Akyol, B.J. Carpenter, and N.D. Tenney. 2014. VOLTTRON 2.0: User Guide. PNNL-23879. Richland, WA: Pacific Northwest National Laboratory.
  • Lutes R.G., S. Katipamula, B.A. Akyol, N.D. Tenney, J.N. Haack, K.E. Monson, and B.J. Carpenter. 2014. VOLTTRON: User Guide. PNNL-23182. Richland, WA: Pacific Northwest National Laboratory.
  • Makhmalbaf A., J.C. Fuller, V. Srivastava, S. Ciraci, and J.A. Daily. 2014. "Co-Simulation of Detailed Whole Building with the Power System to Study Smart Grid Applications." In IEEE Conference on Technologies for Sustainability (SusTech 2014), July 24, 265, 2014, Portland, Oregon. Piscatawy, New Jersey:IEEE. PNNL-SA-103208. doi:10.1109/SusTech.2014.7046242
  • Makhmalbaf A., K.P. Brooks, V. Srivastava, S. Pilli, and N. Foster. 2014. "Lesson Learned from Technical and Economic Performance Assessment and Benefit Evaluation of CHP-FCS." In 2014 ACEEE Summer Study on Energy Efficiency in Buildings. The Next Generation: Reaching for High Energy Savings, August 17-22, 2014, Pacific Grove, California, 3-207 - 3-218. Washington Dc:American Council for an Energy-Efficient Economy. PNNL-SA-101459.
  • Miller J.D., W. Wang, and S. Katipamula. 2014. RTU Comparison Calculator Enhancement Plan. PNNL-23239. Richland, WA: Pacific Northwest National Laboratory.
  • Ramuhalli P., S. Roy, E.H. Hirt, A.F. Pardini, A.M. Jones, J.E. Deibler, and S.G. Pitman, et al. 2014. Local-Level Prognostics Health Management Systems Framework for Passive AdvSMR Components – Interim Report. PNNL-23625 Rev. 0. Richland, WA: Pacific Northwest National Laboratory.
  • Royer M.P., J.J. McCullough, and J.C. Tucker. 2014. CALiPER Retail Lamps Study RRL3.2 Lumen and Chromaticity Maintenance of LED A lamps Operated in Steady-State Conditions. PNNL-23984. Richland, WA: Pacific Northwest National Laboratory.
  • Somasundaram S., R.G. Pratt, B.A. Akyol, N. Fernandez, N. Foster, S. Katipamula, and E.T. Mayhorn, et al. 2014. Transaction-Based Building Controls Framework, Volume 1: Reference Guide. PNNL-23302. Richland, WA: Pacific Northwest National Laboratory.

2013

  • Brooks K.P., A. Makhmalbaf, D.M. Anderson, J.P. Amaya, S. Pilli, V. Srivastava, and J.F. Upton. 2013. Business Case for a Micro-Combined Heat and Power Fuel Cell System in Commercial Applications. PNNL-22831. Richland, WA: Pacific Northwest National Laboratory.
  • Cort K.A., D.J. Hostick, R.M. Underhill, N. Fernandez, and S. Katipamula. 2013. Small Commercial Building Re-tuning: A Primer. PNNL-22731. Richland, WA: Pacific Northwest National Laboratory.
  • Fernandez N., J.K. Goddard, R.M. Underhill, and K. Gowri. 2013. Targeted Energy Efficiency Expert Evaluation Report: Neal Smith Federal Building, Des Moines, IA. PNNL-22313. Richland, WA: Pacific Northwest National Laboratory.
  • Goddard J.K., N. Fernandez, R.M. Underhill, and K. Gowri. 2013. Targeted Energy Efficiency Expert Evaluation (E4) Report: Bannister Federal Complex, Kansas City, MO. PNNL-22312. Richland, WA: Pacific Northwest National Laboratory.
  • Haack J.N., S. Katipamula, B.A. Akyol, and R.G. Lutes. 2013. VOLTTRON Lite: Integration Platform for the Transactional Network. PNNL-22935. Richland, WA: Pacific Northwest National Laboratory.
  • Halverson M.A., and W. Wang. 2013. Simulation Analyses in Support of DOE’s Fossil Fuel Rule for Single Component Equipment and Lighting Replacements. PNNL-22887. Richland, WA: Pacific Northwest National Laboratory.
  • Katipamula S., R.G. Lutes, H. Ngo, and R.M. Underhill. 2013. Transactional Network Platform: Applications. PNNL-22941. Richland, WA: Pacific Northwest National Laboratory.
  • Song L., G. Wang, and M.R. Brambley. 2013. "Uncertainty Analysis for a Virtual Flow Meter Using an Air-Handling Unit Chilled Water Valve." HVAC & R Research 19, no. 3:335-345. PNNL-SA-91007.
  • Srivastava V., A. Makhmalbaf, and G.B. Parker. 2013. Development of a Context-Aware Smart Home Energy Manager (CASHEM). PNNL-22516. Richland, WA: Pacific Northwest National Laboratory.
  • Wang W., and S. Katipamula. 2013. Part-Load Performance Characterization and Energy Savings Potential of the RTU Challenge Unit: Daikin Rebel. PNNL-22720. Richland, WA: Pacific Northwest National Laboratory.
  • Wang W., S. Katipamula, H. Ngo, R.M. Underhill, D.J. Taasevigen, and R.G. Lutes. 2013. Advanced Rooftop Control (ARC) Retrofit: Field-Test Results. PNNL-22656. Richland, WA: Pacific Northwest National Laboratory.

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