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Publications

Optimization and Control Group

160 publications found:

2019

  • Bhattacharya S., V. Chandan, V. Arya, and K. Kar. 2019. "Demand Response for Thermal Fairness in District Heating Networks." IEEE Transactions on Sustainable Energy 10, no. 2:865-875. PNNL-SA-128979. doi:10.1109/TSTE.2018.2852629
  • Huang S., J. Lian, H. Hao, and S. Katipamula. 2019. "Transactive Control Design for Commercial Buildings to Provide Demand Response." IFAC-PapersOnLine 51, no. 34:151-156. PNNL-SA-134436. doi:10.1016/j.ifacol.2019.01.058
  • Li M., P. Zhou, H. Wang, and T. Chai. 2019. "Geometric Analysis Based Double Closed-loop Iterative Learning Control of Output PDF Shaping of Fiber Length Distribution in Refining Process." IEEE Transactions on Industrial Electronics 66, no. 9:7229-7238. PNNL-SA-127287. doi:10.1109/TIE.2018.2879293
  • Schneider K.P., F.K. Tuffner, M.A. Elizondo, J. Hansen, J.C. Fuller, and D. Chassin. 2019. "Adaptive Dynamic Simulations for Distribution Systems using Multistate Load Models." IEEE Transactions on Smart Grid 10, no. 2:2257-2266. PNNL-SA-127084. doi:10.1109/TSG.2018.2794180
  • Tuffner F.K., K.P. Schneider, J. Hansen, and M.A. Elizondo. 2019. "Modeling Load Dynamics to Support Resiliency-based Operations in Low-Inertia Microgrids." IEEE Transactions on Smart Grid 10, no. 3:2726 - 2737. PNNL-SA-127268. doi:10.1109/TSG.2018.2809452

2018

  • Balducci P.J., M.E. Alam, T.D. Hardy, and D. Wu. 2018. "Assigning Value to Energy Storage Systems at Multiple Points in an Electrical Grid." Energy and Environmental Science 11, no. 8:1926-1944. PNNL-SA-130624. doi:10.1039/C8EE00569A
  • Chakraborty I., and D.L. Vrabie. 2018. "Fault Detection for Dynamical Systems using Differential Geometric and Concurrent Learning Approach." IFAC- PapersOnLine 51, no. 24:1395-1402. PNNL-SA-129423. doi:10.1016/j.ifacol.2018.09.552
  • Chakraborty I., S. Nandanoori, and S. Kundu. 2018. "Virtual Battery Parameter Identification using Transfer Learning based Stacked Autoencoder." In 17th IEEE International Conference on Machine Learning and Applications (ICMLA 2018), December 17-20, 2018, Orlando, Florida. Piscataway, New Jersey:IEEE. PNNL-SA-137721. doi:10.1109/ICMLA.2018.00206
  • Chen Y., S. Huang, and D.L. Vrabie. 2018. "A SIMULATION BASED APPROACH TO IMPACT ASSESSMENT OF PHYSICAL FAULTS: LARGE COMMERCIAL BUILDING HVAC CASE STUDY." In 2018 Building Performance Modeling Conference and SimBuild co-organized by ASHRAE and IBPSA-USA, September 26028, 2018, Chicago, IL, 823-830. Atlanta, Georgia:American Society of Heating, Refrigerating and Air-Conditioning Engineers. PNNL-SA-132276.
  • 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.
  • Fan R., J. Lian, K. Kalsi, and M.A. Elizondo. 2018. "Impact of Cyber Attacks on High Voltage DC Transmission Damping Control." Energies 11, no. 5:1046. PNNL-SA-130106. doi:10.3390/en11051046
  • Fan R., M.A. Elizondo, H. Kirkham, J. Lian, F. Wilches-Bernal, and D. Schoenwald. 2018. "Oscillation Damping Control Using Multiple High Voltage DC Transmission Lines: Controllability Exploration." In IEEE/PES Transmission and Distribution Conference and Exposition (T&D 2018), April 16-19, 2018, Denver, Co, 1-9. Piscataway, New Jersey:IEEE. PNNL-SA-128302. doi:10.1109/TDC.2018.8440281
  • 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
  • Follum J.D., Y. Sun, T. Fu, and S. Huang. 2018. "Online Verification of Transactive Control for Commercial Buildings." In IEEE Power & Energy Society General Meeting (PESGM 2018), August 5-10, 2018, Portland, OR, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-130289. doi:10.1109/PESGM.2018.8585861
  • Hao H., D. Wu, J. Lian, and T. Yang. 2018. "Optimal Coordination of Building Loads and Energy Storage for Power Grid and End User Services." IEEE Transactions on Smart Grid 9, no. 5:4335-4345. PNNL-SA-118868. doi:10.1109/TSG.2017.2655083
  • Huang Q., Y. Zhang, S. Kundu, Y. Tang, D.P. James, Y. Liu, and P.V. Etingov. 2018. "Aggregate Protection Response of Motor Loads in Commercial Buildings." In IEEE/PES Transmission and Distribution Conference and Exposition (T&D 2018), April 16-19, 2018, Denver, CO, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-128450. doi:10.1109/TDC.2018.8440288
  • Huang S., W. Wang, M.R. Brambley, S. Goyal, and W. Zuo. 2018. "An agent-based hardware-in-the-loop simulation framework for building controls." Energy and Buildings 181. PNNL-SA-138475. doi:10.1016/j.enbuild.2018.09.038
  • Huang S., Y. Chen, P.W. Ehrlich, and D.L. Vrabie. 2018. "A Control-oriented Building Envelope and HVAC System Simulation Model for a Typical Large Office Building." In 2018 Building Performance Analysis Conference and SimBuild co-organized by ASHRAE and IBPSA-USA, September 26-28, 2018, Chicago, IL, 729-736. Atlanta, Georgia:American Society of Heating, Refrigerating and Air-Conditioning Engineers. PNNL-SA-132275.
  • 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., Q. Zhang, L.D. Marinovici, R. Fan, and J. Hansen. 2018. "Wide-area Demand-side Control for Inter-area Oscillation Mitigation in Power Systems." In IEEE/PES Transmission and Distribution Conference and Exposition (T&D 2018), April 16-19 2018, Denver, CO, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-128554. doi:10.1109/TDC.2018.8440257
  • 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. Transactive System: Part II: Analysis of Two Pilot Transactive Systems using Foundational Theory and Metrics
  • Lian J., Y. Tang, J.C. Fuller, K. Kalsi, and N. Wang. 2018. "Behind-the-meter Transctive Control Approach for Home Energy Management System." In IEEE Power & Energy Society General Meeting (PESGM 2018), August 5-10, 2018, Portland, OR, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-130957. doi:10.1109/PESGM.2018.8585855
  • 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
  • Nandanoori S., S. Kundu, D.L. Vrabie, K. Kalsi, and J. Lian. 2018. "Prioritized Threshold Allocation for Distributed Frequency Response." In 2018 IEEE Conference on Control Technology and Applications (CCTA), 237-244. PNNL-SA-132273. doi:10.1109/CCTA.2018.8511411
  • 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
  • Ruhi N.A., K. Dvijotham, N. Chen, and A. Wierman. 2018. "Opportunities for Price Manipulation by Aggregators in Electricity Markets." IEEE Transactions on Smart Grid 9, no. 6:5687 - 5698. PNNL-SA-141583. doi:10.1109/TSG.2017.2694043
  • Tuffner F.K., N. Radhakrishnan, Y. Tang, and K.P. Schneider. 2018. "Grid Friendly Appliance Controllers to Increase the Dynamic Stability of Networked Resiliency-based Microgrids." In 2018 IEEE/PES Transmission and Distribution Conference and Exposition, April 16-10, 2018, Denver, CO. Piscataway, New Jersey:IEEE. PNNL-SA-128452. doi:10.1109/TDC.2018.8440136
  • Vallem M.R., B. Vyakaranam, R. Tipireddy, J.T. Holzer, Y.V. Makarov, and N.A. Samaan. 2018. "Stochastic correlation analysis to rank the impact of intermittent wind generation on unreliability margins of power systems." In IEEE International Conference on Probabilistic Methods Applied to Power Systems (PMAPS 2018), June 24-28, 2018, Boise, ID, 1-6. Piscataway, New Jersey:IEEE. PNNL-SA-132156. doi:10.1109/PMAPS.2018.8440541
  • 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
  • Wang P., Y. Gao, N. Yu, W. Ren, J. Lian, and D. Wu. 2018. "Communication-efficient Distributed Solutions to a System of Linear Equations with Laplacian Sparse Structure." In 2018 IEEE Conference on Decision and Control (CDC), 3367-3372. Piscataway, New Jersey:IEEE. PNNL-SA-133154. doi:10.1109/CDC.2018.8619387
  • Wang S., H. Wang, R. Fan, and Z. Zhang. 2018. "Objective PDF-Shaping-Based Economic Dispatch for Power Systems with Intermittent Generation Sources via Simultaneous Mean and Variance Minimization." In IEEE 14th International Conference on Control & Automation (ICCA 2018), June 12-15, 2018, Anchorage, AK, 927-934. Piscataway, New Jersey:IEEE. PNNL-SA-123381. doi:10.1109/ICCA.2018.8444293
  • Wang W., M.R. Brambley, W. Kim, S. Somasundaram, and A.J. Stevens. 2018. "Automated Point Mapping for Building Control Systems: Recent Advances and Future Research Needs." Automation in Construction 85. PNNL-SA-123329. doi:10.1016/j.autcon.2017.09.013
  • Wu D., X. Ke, N. Radhakrishnan, and A.P. Reiman. 2018. "Optimization Methods for Evaluating PEV Charging Considering Customer Behavior." In IEEE Power and Energy Society General Meeting (PESGM 2018), August 5-10, 2018, Portland, OR. Piscataway, New Jersey:IEEE. PNNL-SA-130670. doi:10.1109/PESGM.2018.8586401
  • 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 P., D. Guo, H. Wang, and T. Chai. 2018. "Data-Driven Robust M-LS-SVR-Based NARX Modeling for Estimation and Control of Molten Iron Quality Indices in Blast Furnace Ironmaking." IEEE Transactions on Neural Networks and Learning Systems 29, no. 9:4007-4021. PNNL-SA-127751. doi:10.1109/TNNLS.2017.2749412
  • 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

  • Alam M.E., P.J. Balducci, V.V. Viswanathan, A.J. Crawford, D. Wu, T.D. Hardy, and K. Mongird. 2017. "CONTROLLING ENERGY STORAGE SYSTEMS: LESSONS LEARNED FROM THE WASHINGTON CLEAN ENERGY FUND DEMONSTRATION PROJECTS." In Electrical Energy Storage Applications and Technologies (EESAT 2017), October 11-13, 2017, San Diego, CA. Albuquerque, New Mexico:Sandia National Laboratories. PNNL-SA-131851.
  • Balducci P.J., M.E. Alam, V.V. Viswanathan, D. Wu, A.J. Crawford, K. Mongird, and M.R. Weimar, et al. 2017. "An Economic Assessment of Portland General Electric's Salem Smart Power Center Energy Storage System." In Electrical Energy Storage Applications and Technologies (EESAT 2017), October 11-13, 2017, San Diego, CA. Albuquerque, New Mexico:Sandia National Laboratories. PNNL-SA-129062.
  • 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.The Salem Smart Power Center: An Assessment of Battery Performance and Economic Potential
  • 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
  • Chen H., W. Zhang, J. Lian, and A. Conejo. 2017. "Robust Distributed Volt/VAR Control of Power Distribution Systems." In IEEE 56th Annual Conference on Decision and Control (CDC 2017), December 12-15, 2017, Melbourne, Australia, 6321-6326. Piscataway, New Jersey:IEEE. PNNL-SA-124711. doi:10.1109/CDC.2017.8264612
  • Chin G., E.B. Fitzhenry, A.S. McBain, S.J. Beus, L.D. Marinovici, J. Hansen, and K.E. Studarus. 2017. "Visual Steering and Modeling Environment for Smart Grid Models and Simulations." In IEEE Power & Energy Society General Meeting (PES 2017), July 16-20, 2017, Chicago, IL. Piscataway, New Jersey:IEEE. PNNL-SA-125480. doi:10.1109/PESGM.2017.8274093
  • 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. Impacts of Commercial Building Controls on Energy Savings and Peak Load Reduction
  • 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. Transactive Campus Energy Systems: Final Report
  • 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. Field Evaluation of the Performance of the RTU Challenge Unit: Daikin Rebel
  • Ke X., R. Huang, M.R. Vallem, J.T. Holzer, N.A. Samaan, Y.V. Makarov, and M.A. Elizondo, et al. 2017. "A Three-Stage Enhanced Reactive Power and Voltage Optimization Method for High Penetration of Solar." In IEEE Power & Energy Society General Meeting, July 16-20, 2017, Chicago, Illinois, 1 - 5. Piscataway, New Jersey:IEEE. PNNL-SA-122262. doi:10.1109/PESGM.2017.8274312
  • 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. Transactive Systems Simulation and Valuation Platform Trial Analysis
  • 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. VOLTTRON 2016
  • Baechler M.C., and H. Hao. 2016. Business Case for Nonintrusive Load Monitoring. PNNL-25425. Richland, WA: Pacific Northwest National Laboratory. Business Case for Nonintrusive Load Monitoring
  • 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. Transactive Control of Commercial Building HVAC Systems
  • 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. VOLTTRON™: Tech-to-Market Best-Practices Guide for Small- to Medium-Sized Commercial Buildings
  • 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. Diagramming Transactive Building Business Cases: Using Principles of e3 Value to Document Valuation Studies
  • 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. Valuation of Transactive Systems
  • 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. Coordination and Control of Flexible Building Loads for Renewable Integration; Demonstrations using VOLTTRON
  • 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. Behind the Meter Grid Services: Intelligent Load Control
  • 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. Development and Evaluation of Algorithms to Improve Small- and Medium-Size Commercial Building Operations
  • 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. Minimizing Uncertainties Impact in Decision Making with an Applicability Study for Economic Power Dispatch
  • 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. Transaction-Based Building Controls Framework, Volume 2: Platform Descriptive Model and Requirements
  • 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. ARRA Interconnection Planning - Load Modeling Activities
  • 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. Energy Savings Potential of Radiative Cooling Technologies
  • 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. Buildings Interoperability Landscape
  • 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. Commercial Building Motor Protection Response Report
  • 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. Rooftop Unit Embedded Diagnostics: Automated Fault Detection and Diagnostics (AFDD) Development, Field Testing and Validation
  • 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. OpenEIS: Users Guide
  • 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. OpenEIS: Developer Guide
  • 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. VOLTTRON 3.0: User Guide
  • 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. Characteristics and Performance of Existing Load Disaggregation Technologies
  • Miller J.D., W. Wang, and S. Katipamula. 2015. RTU Comparison Calculator Enhancement Plan. PNNL-23239 Rev 1. Richland, WA: Pacific Northwest National Laboratory. RTU Comparison Calculator Enhancement Plan
  • 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. Component-Level Prognostics Health Management Framework for Passive Components - Advanced Reactor Technology Milestone: M2AT-15PN2301043
  • 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. Field Testing and Demonstration of the Smart Monitoring and Diagnostic System (SMDS) for Packaged Air-Conditioners and Heat Pumps
  • 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. Part-Load Performance Characterization and Energy Savings Potential of the RTU Challenge Unit: Carrier WeatherExpert
  • 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. Field Evaluation of the Performance of the RTU Challenge Unit: Daikin Rebel
  • 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. Advanced HVAC System for Smart Grid

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. Technical Analysis of Installed Micro-Combined Heat and Power Fuel-Cell System
  • 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. Smart and Green Energy (SAGE) for Base Camps Final Report
  • 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. Enhancements to ASHRAE Standard 90.1 Prototype Building Models
  • 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. ANSI/ASHRAE/IES Standard 90.1-2013 Preliminary Determination: Quantitative Analysis
  • 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. ANSI/ASHRAE/IES Standard 90.1-2013 Determination of Energy Savings: Quantitative Analysis
  • 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. Preliminary Feasibility Assessment of Integrating CCHP with NW Food Processing Plant #1: Modeling Documentation
  • 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. VOLTTRON 2.0: User Guide
  • 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. VOLTTRON: User Guide
  • 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. RTU Comparison Calculator Enhancement Plan
  • 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. Local-Level Prognostics Health Management Systems Framework for Passive AdvSMR Components – Interim Report
  • 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. CALiPER Retail Lamps Study RRL3.2 Lumen and Chromaticity Maintenance of LED A lamps Operated in Steady-State Conditions
  • 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. Transaction-Based Building Controls Framework, Volume 1: Reference Guide

2013

Electricity Infrastructure & Buildings Division

Optimization and Control Group

OCG Technical Teams

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