Publications
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S3L Github
2024
- Exploring the potential of non-residential solar to tackle energy injustice
M Wussow, C Zanocco, Z Wang, R Prabha, J Flora, D Neumann, A Majumdar, and R Rajagopal
Nature Energy - Skyscript: A large and semantically diverse vision-language dataset for remote sensing
Z Wang, R Prabha, T Huang, J Wu, and R Rajagopal
Proceedings of the AAAI Conference on Artificial Intelligence - Time of use pricing and likelihood of shifting energy activities, strategies, and timing
M Muttaqee, G Stelmach, C Zanocco, J Flora, R Rajagopal, and H Boudet
Energy Policy - Improving the Load Flexibility of Stratified Electric Water Heaters: Design and Experimental Validation of MPC Strategies
E Buechler, A Goldin and R Rajagopal
IEEE Transactions on Smart Grid - Planning charging stations for 2050 to support flexible electric vehicle demand considering individual mobility patterns
J Wu, S Powell, Y Xu, R Rajagopal, and M C Gonzalez
Cell Reports Sustainability
2023
- Towards a 24/7 Carbon-Free Electric Fleet: A Digital Twin Framework
M Ribeiro*, J Luke*, S Martin, E Balogun, G Cezar, M Pavone, R Rajagopal
2023 International Conference on Applied Energy - A System for Automated Vehicle Damage Localization and Severity Estimation Using Deep Learning
Y Ma, H Ghanbari, T Huang, J Irvin, O Brady, S Zalouk, H Sheng, A Ng, R Rajagopal, and M Narsude
IEEE Transactions on Intelligent Transportation Systems - Equitable dynamic electricity pricing via implicitly constrained dual and subgradient methods
E Balogun, S Martin, A Degleris, and R Rajagopal
2023 IEEE SmartGridComm - EV-EcoSim: A Grid-Aware Co-Simulation Platform for the Design and Optimization of Electric Vehicle Charging Infrastructure
E Balogun, E Buechler, S Bhela, S Onori, and R Rajagopal
IEEE Transactions on Smart Grid - Two-Settlement Locational Marginal Pricing for Distribution Networks
R Triolo, R Rajagopal, and F Wolak
2023 IEEE PES General Meeting - Local and utility-wide cost allocations for a more equitable wildfire-resilient distribution grid
Z Wang, M Wara, A Majumdar, and R Rajagopal
Nature Energy - Geospatial mapping of distribution grid with machine learning and publicly-accessible multi-modal data
Z Wang, A Majumdar, and R Rajagopal
Nature Communications - Coordinating distributed energy resources for reliability can significantly reduce future distribution grid upgrades and peak load
T Navidi, A El Gamal, and R Rajagopal
Joule - Cooling-Related Electricity Consumption Patterns for Small and Medium Businesses in California: Current Impacts and Future Projections under Climate Change
T Sun, C Zanocco, J Flora, S Johnson, H J Soto, and R Rajagopal
Energy and Buildings - Data Science and Applications for Modern Power Systems
L Xie, Y Wang, and R Rajagopal
Springer Nature - Integrated Energy Flexibility Management at Wastewater Treatment Facilities
J Bolorinos, M Mauter, and R Rajagopal
Environmental Science & Technology - Extreme event counterfactual analysis of electricity consumption in Brazil: Historical impacts and future outlook under climate change
G Zuin, R Buechler, T Sun, C Zanocco, F Galuppo, A Veloso, R Rajagopal
Energy - Dynamic Locational Marginal Emissions Via Implicit Differentiation
L F Valenzuela, A Degleris, A El Gamal, M Pavone, R Rajagopal
IEEE Transactions on Power Systems - Estimating cooling demand flexibility in a district energy system using temperature set point changes from selected buildings
R Triolo, R Rajagopal, F Wolak, J Chalendar
Applied Energy 336 - Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data
K Mayer, L Haas, T Huang, J Bernabé-Moreno, R Rajagopal, M Fischer
Applied Energy 333 - Can Distributed Intermittent Renewable Generation Reduce Future Grid Investments? Evidence from France
N Astier, R Rajagopal, F Wolak
Journal of the European Economic Association - Detecting Neighborhood Gentrification at Scale via Street-level Visual Data
T Huang, T Dai, Z Wang, H Yoon, H Sheng, A Ng, R Rajagopal, J Hwang
2022 IEEE International Conference on Big Data (Big Data)
2022
- Assessing Californians’ awareness of their daily electricity use patterns
C Zanocco, T Sun, G Stelmach, J Flora, R Rajagopal, Hilary Boudet
Nature Energy 7 - DeepSolar++: Understanding residential solar adoption trajectories with computer vision and technology diffusion models
Z Wang, ML Arlt, C Zanocco, A Majumdar, R Rajagopal
Joule 6 - Software defined battery-solar systems
S Martin, O Nnorom Jr, O Triebe, L Patel, P Levis, R Rajagopal
9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation - Software defined grid energy storage
S Martin, N Mosier, O Nnorom Jr, Y Ou, L Patel, O Triebe, G Cezar, P Levis, R Rajagopal
9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation - The Grid Under Extremes: Pandemic Impacts on California Electricity Consumption
D Bergman, T Sun, E Buechler, C Zanocco, R Rajagopal
IEEE Power and Energy Magazine 20 - Behind-the-meter resource management system
R Rajagopal, G Cezar, T Navidi, E Buechler, A El Gamal
US Patent App. 17/703,621 - Charging infrastructure access and operation to reduce the grid impacts of deep electric vehicle adoption
S Powell, G Cezar, L Min, I M L Azevedo, R Rajagopal
Nature Energy 7 - Do water savings persist? Using survival models to plan for long-term responses to extreme drought
J Bolorinos, R Rajagopal, N K Ajami
Environmental Research Letters 17 - Distribution Grid Topology Estimation: A New Approach-based on Bayesian Network Models
A Mabrouk, R Rajagopal
2022 IEEE Eighth International Conference on Big Data Computing Service and Applications (BigDataService) - Revealing the Impact of Extreme Events on Electricity Consumption in Brazil: A Data-Driven Counterfactual Approach
G Zuin, R Buechler, T Sun, C Zanocco, D Castro, A Veloso, R Rajagopal
2022 IEEE Power and Energy Society General Meeting (PESGM) - Constructing dynamic residential energy lifestyles using Latent Dirichlet Allocation
X Chen, C Zanocco, J Flora, R Rajagopal
Applied Energy 318 - Large-scale scenarios of electric vehicle charging with a data-driven model of control
S Powell, G Cezar, E Apostolaki-Iosifidou, R Rajagopal
Energy 248 - Smart dim fuse: electrical load flexibility controller using sub-circuit voltage modulation and load sensing
A Goldin, R Rajagopal, C Rivetta, JMR Davila
US Patent 11,296,507 - 3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D
K Mayer, B Rausch, ML Arlt, G Gust, Z Wang, D Neumann, R Rajagopal
Applied Energy 310, 118469 - Scalable probabilistic estimates of electric vehicle charging given observed driver behavior
S Powell, GV Cezar, R RajagopalApplied Energy 309, 118382
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Global changes in electricity consumption during COVID-19
E Buechler, S Powell, T Sun, N Astier, C Zanocco, J Bolorinos, J Flora, H Boudet, R Rajagopal
Iscience 25 (1), 103568 -
Effect of State of Charge Uncertainty on Battery Energy Storage Systems
S Martin, S Onori, R Rajagopal
2nd Modeling, Estimation and Control Conference (MECC 2022)
2021
- DeepWaste: Applying Deep Learning to Waste Classification for a Sustainable Planet
R Rajagopal, N Yash
Presentation Video Link - A Statistical Methodology to Estimate Soiling Losses on Photovoltaic Solar Plants
K Ribeiro, R Santos, E Saraiva, R Rajagopal
Journal of Solar Energy Engineering 143 (6), 064501 - NeuralProphet: Explainable Forecasting at Scale
O Triebe, H Hewamalage, P Pilyugina, N Laptev, C Bergmeir, R Rajagopal
arXiv preprint arXiv:2111.15397 - SCHMEAR: scalable construction of holistic models for energy analysis from rooftops
TR Dougherty, T Huang, Y Chen, RK Jain, R Rajagopal
Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation - The disaster resilience value of shared rooftop solar systems in residential communities
S Patel, L Ceferino, C Liu, A Kiremidjian, R Rajagopal
Earthquake Spectra 37 (4), 2638-2661 - Can Distributed Intermittent Renewable Generation Reduce Future Grid Investments? Evidence from France
N Astier, R Rajagopal, FA Wolak - Joint optimization of autonomous electric vehicle fleet operations and charging station siting
J Luke, M Salazar, R Rajagopal, M Pavone
2021 IEEE International Intelligent Transportation Systems Conference (ITSC) - When the lights go out: Californians’ experience with wildfire-related public safety power shutoffs increases intention to adopt solar and storage
C Zanocco, J Flora, R Rajagopal, H Boudet
Energy Research & Social Science 79, 102183 - Contracts with Aftermarket Substitution: The Case of PG&E and Electric Batteries
M Rasouli, T Sun, R Rajagopal
Available at SSRN 3910974 - EVGen: Adversarial Networks for Learning Electric Vehicle Charging Loads and Hidden Representations
R Buechler, E Balogun, A Majumdar, R Rajagopal
arXiv preprint arXiv:2108.03762 - An OpenAI-OpenDSS framework for reinforcement learning on distribution-level microgrids
K Moy, C Tae, Y Wang, G Henri, N Bambos, R Rajagopal
2021 IEEE Power & Energy Society General Meeting (PESGM), 1-5 - Large-Scale Scenarios of Electric Vehicle Charging with a Data-Driven Model of Control
S Powell, GV Cezar, E Apostolaki-Iosifidou, R Rajagopal
arXiv preprint arXiv:2105.12234 - What Kinds of Distributed Generation Technologies Defer Network Expansions? Evidence from France
N Astier, R Rajagopal, FA Wolak
National Bureau of Economic Research - Cloud Electricity Storage for Multi-Service Battery Operation: Case of RTE
M Rasouli, T Sun, C Pache, P Panciatici, J Maeght, R Johari, R Rajagopal
Available at SSRN 3848288 - Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond
T Huang, Z Wang, H Sheng, AY Ng, R Rajagopal
arXiv preprint arXiv:2105.02489 - Quick Line Outage Identification in Urban Distribution Grids via Smart Meters
Y Liao, Y Weng, CW Tan, R Rajagopal
arXiv preprint arXiv:2104.02056 - Exploring the effects of California's COVID-19 shelter-in-place order on household energy practices and intention to adopt smart home technologies
C Zanocco, J Flora, R Rajagopal, H Boudet
Renewable and Sustainable Energy Reviews 139, 110578 - Cyber-enabled grids: Shaping future energy systems
PWT Pong, AM Annaswamy, B Kroposki, Y Zhang, R Rajagopal, Gil Zussman, H Vincent Poor
Advances in Applied Energy 1, 100003 - On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks---An Optimal Power Flow Approach
A Estandia, M Schiffer, F Rossi, J Luke, EC Kara, R Rajagopal, M Pavone
IEEE Transactions on Control of Network Systems - Mining the gap in long-term residential water and electricity conservation
J Bolorinos, R Rajagopal, NK Ajami
Environmental Research Letters 16 (2), 024007 - Machine Learning Techniques Application: Social Media, Agriculture, and Scheduling in Distributed Systems
P Karthikeyan, K Velswamy, P Harshavardhanan, R Rajagopal, V JeyaKrishnan, S Velliangiri
Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing - Time and voltage domain load models for appliance-level grid edge simulation and control
A Goldin, E Buechler, R Rajagopal, J Rivas-Davila
Electric Power Systems Research 190, 106750
2020
- An Enriched Automated PV Registry: Combining Image Recognition and 3D Building Data
B Rausch, K Mayer, ML Arlt, G Gust, P Staudt, C Weinhardt, D Neumann, R Rajagopal
arXiv preprint arXiv:2012.03690 - Case study on farm electricity management
G. Cezar, T. Navidi, E. Buechler, and R. Rajagopal
2020 MIT A+B Applied Energy Symposium. Cambridge, MA, USA. - Generating private data with user customization
X Chen, T Navidi, R Rajagopal
arXiv preprint arXiv:2012.01467 - What is the lifetime of drought-related water savings? Measuring rebound with survival models
J Bolorinos, R Rajagopal, NK Ajami
AGU Fall Meeting Abstracts 2020, H148-05 - Energy resource control via privacy preserving data
X Chen, T Navidi, R Rajagopal
Electric Power Systems Research 189, 106719 - DER Information Unaware Coordination via Day-ahead Dynamic Power Bounds
T Navidi, C Leblanc, A El Gamal, R Rajagopal
2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) - Controlled workplace charging of electric vehicles: The impact of rate schedules on transformer aging
S Powell, EC Kara, R Sevlian, GV Cezar, S Kiliccote, R Rajagopal
Applied Energy 276, 115352 - Short-term solar irradiance forecasting using calibrated probabilistic models
E Zelikman, S Zhou, J Irvin, C Raterink, H Sheng, A Avati, J Kelly, R Rajagopal, AY Ng, D Gagne
arXiv preprint arXiv:2010.04715 - DeepSolar for Germany: A deep learning framework for PV system mapping from aerial imagery
K Mayer, Z Wang, ML Arlt, D Neumann, R Rajagopal
2020 International Conference on Smart Energy Systems and Technologies (SEST) - Exploring household energy rules and activities during peak demand to better determine potential responsiveness to time-of-use pricing
G Stelmach, C Zanocco, J Flora, R Rajagopal, HS Boudet
Energy Policy 144, 111608 - Pavement performance assessment using a cost‐effective wireless accelerometer system
R Bajwa, E Coleri, R Rajagopal, P Varaiya, C Flores
Computer‐Aided Civil and Infrastructure Engineering 35 (9), 1009-1022 - Power and the pandemic: exploring global changes in electricity demand during COVID-19
E Buechler, S Powell, T Sun, C Zanocco, N Astier, J Bolorinos, J Flora, H Boudet, R Rajagopal
arXiv preprint arXiv:2008.06988 - Multi-Service Battery Operation with Cloud Electricity Storage
M Rasouli, T Sun, C Pache, P Panciatici, J Maeght, R Johari, R Rajagopal
2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5 - Activity detection and modeling using smart meter data: concept and case studies
H Wang, G Henri, CW Tan, R Rajagopal
2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5 - Fedgan: Federated generative adversarial networks for distributed data
M Rasouli, T Sun, R Rajagopal
arXiv preprint arXiv:2006.07228 - Improving probabilistic load forecasting using quantile regression NN with skip connections
W Zhang, H Quan, O Gandhi, R Rajagopal, CW Tan, D Srinivasan
IEEE Transactions on Smart Grid 11 (6), 5442-5450 - Urban2vec: Incorporating street view imagery and pois for multi-modal urban neighborhood embedding
Z Wang, H Li, R Rajagopal
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 1013-1020 - The 1st Agriculture-Vision Challenge: Methods and Results
M Tik Chiu, X Xu, K Wang, J Hobbs, N Hovakimyan, TS Huang, H Shi, Y Wei, Z Huang, A Schwing, R Brunner, I Dozier, W Dozier, K Ghandilyan, D Wilson, H Park, J Kim, S Kim, Q Liu, MC Kampffmeyer, R Jenssen, A B Salberg, A Barbosa, R Trevisan, B Zhao, S Yu, S Yang, Y Wang, H Sheng, X Chen, J Su, R Rajagopal, A Ng, VT Huynh, S Kim, I Na, U Baid, S Innani, P Dutande, B Baheti, S Talbar, J Tang
arXiv e-prints, arXiv: 2004.09754 - Consumption change detection for urban planning: monitoring and segmenting water customers during drought
J Bolorinos, NK Ajami, R Rajagopal
Water Resources Research 56 (3), e2019WR025812 - Earthquake resilience of distributed energy resources
L Ceferino, C Liu, I Alisjahbana, S Patel, T Sun, A Kiremidjian, R Rajagopal
17th World Conference on Earthquake Engineering, Tokyo, Japan - Machine Learning Techniques Application
P Karthikeyan, K Velswamy, P Harshavardhanan, R Rajagopal, V JeyaKrishnan, S Velliangiri - Distributed Scheduling of Charging for On-Demand Electric Vehicle Fleets
I Bistritz, M Klein, N Bambos, O Maimon, R Rajagopal
IFAC-PapersOnLine 53 (4), 472-477 - Application of vibration-based damage detection algorithms to experimental data from multi-storey steel structures
Y Liao, K Balafas, AS Kiremidjian, R Rajagopal, CH Loh
International Journal of Sustainable Materials and Structural Systems 4 - Effective data fusion with generalized vegetation index: Evidence from land cover segmentation in agriculture
H Sheng, X Chen, J Su, R Rajagopal, A Ng
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops - The 1st agriculture-vision challenge: Methods and results
MT Chiu, X Xu, K Wang, J Hobbs, N Hovakimyan, TS Huang, H Shi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops - The Disaster Resilience Value of Rooftop Solar in Residential Communities
S Patel, L Ceferino, A Kiremidjian, R Rajagopal
engrXiv
2019
- Data-driven load modeling and forecasting of residential appliances
Y Ji, E Buechler, R Rajagopal
IEEE Transactions on Smart Grid 11 (3), 2652-2661 - Unbalanced multi-phase distribution grid topology estimation and bus phase identification
Y Liao, Y Weng, G Liu, Z Zhao, CW Tan, R Rajagopal
IET Smart Grid 2 (4), 557-570 - Fine-Grained Distribution Grid Mapping Using Street View Imagery
Q Tang, Z Wang, A Majumdar, R Rajagopal
Proceedings of the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, BC, Canada - Identify Solar Panels in Low Resolution Satellite Imagery with Siamese Architecture and Cross-Correlation
Z Wang, Z Wang, A Majumdar, R Rajagopal
Vancouver, Canada, 7 - AR-Net: A simple auto-regressive neural network for time-series
O Triebe, N Laptev, R Rajagopal
arXiv preprint arXiv:1911.12436 - Forecasting Residential Monthly Electricity Consumption using Smart Meter Data
D Ignatiadis, G Henri, R Rajagopal
2019 North American Power Symposium (NAPS), 1-6 - A geometric analysis of power system loadability regions
Y Weng, R Rajagopal, B Zhang
IEEE Transactions on Smart Grid 11 (4), 3580-3592 - Co-optimizing Energy, Grid Services and Voltage Support in Networks with Distributed Storage
T Navidi, A El Gamal, R Rajagopal
2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5 - Curtailment Contract Design for HVAC Systems and Benefits for Management of Uncertain Generation
ML Arlt, D Neumann, R Rajagopal
2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5 - Electric vehicle charging during the day or at night? A perspective on carbon emissions
X Chen, CW Tan, S Kiliccote, R Rajagopal
2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5 - Curtailment Contract Design for HVAC Systems
ML Arlt, D Neumann, R Rajagopal
2019 American Control Conference (ACC), 3889-3894 - Incentive mechanism for sharing distributed energy resources
J Wang, H Zhong, J Qin, W Tang, R Rajagopal, Q Xia, C Kang
Journal of Modern Power Systems and Clean Energy 7 (4), 837-850 - Congestion management within a multi-service scheduling coordination scheme for large battery storage systems
C Straub, J Maeght, C Pache, P Panciatici, R Rajagopal
2019 IEEE Milan PowerTech, 1-6 - Cloud storage for multi-service battery operation (extended version)
M Rasouli, T Sun, C Pache, P Panciatici, J Maeght, R Johari, R Rajagopal
arXiv preprint arXiv:1906.00732 - An energy lifestyles program for tweens: a pilot study
ML Mauriello, C Zanocco, G Stelmach, J Flora, H Boudet, R Rajagopal
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems - Distributed generation of privacy preserving data with user customization
X Chen, T Navidi, S Ermon, R Rajagopal
arXiv preprint arXiv:1904.09415 - Structural damage detection and localization with unknown postdamage feature distribution using sequential change-point detection method
Y Liao, AS Kiremidjian, R Rajagopal, CH Loh
Journal of Aerospace Engineering 32 (2), 04018149 - Convex Prophet Inequalities
J Qin, R Rajagopal, S Vardi, A Wierman
ACM SIGMETRICS Performance Evaluation Review 46 (2), 39-41 - Smart Dim Fuse: Electrical Load Flexibility Controller Using Sub-Circuit Voltage Modulation and Load Sensing
AS Goldin, R Rajagopal, C Rivetta, JMR Davila
US Patent App. 16/030,235 - Actively calibrated capacitively coupled electrostatic device for high voltage measurement
R Sevlian, R Rajagopal
US Patent 10,175,268 - DeepWind: Weakly Supervised Localization of Wind Turbines in Satellite Imagery
S Zhou, J Irvin, Z Wang, E Zhang, J Aljubran, W Deadrick, R Rajagopal, A Ng
NeurIPS, Workshop on Tackling Climate Change with Machine Learning - Alternative ESG data for investment decision making
SY In, D Rook, A Monk, R Rajagopal
SSRN Electronic Journal 3380835
2018
- PaToPaEM: A data-driven parameter and topology joint estimation framework for time-varying system in distribution grids
J Yu, Y Weng, R Rajagopal
IEEE Transactions on Power Systems 34 (3), 1682-1692 - DeepSolar: A machine learning framework to efficiently construct a solar deployment database in the United States
J Yu, Z Wang, A Majumdar, R Rajagopal
Joule 2 (12), 2605-2617 - Automatic power exchange for distributed energy resource networks: Flexibility scheduling and pricing
J Qin, J Mether, JY Joo, R Rajagopal, K Poolla, P Varaiya
2018 IEEE Conference on Decision and Control (CDC), 1572-1579 - A two-layer decentralized control architecture for der coordination
T Navidi, A El Gamal, R Rajagopal
2018 IEEE Conference on Decision and Control (CDC), 6019-6024 - Understanding compressive adversarial privacy
X Chen, P Kairouz, R Rajagopal
2018 IEEE Conference on Decision and Control (CDC), 6824-6831 - Sequential Multiple Structural Damage Detection and Localization: A Distributed Approach
Y Liao, R Rajagopal
arXiv preprint arXiv:1812.06205 - Systems and Methods for Coordinating Distributed Energy Storage
K Anderson, A El Gamal, R Rajagopal
US Patent App. 15/973,374 - Siamese generative adversarial privatizer for biometric data
W Oleszkiewicz, P Kairouz, K Piczak, R Rajagopal, T Trzciński
Asian Conference on Computer Vision, 482-497 - Submodularity of storage placement optimization in power networks
J Qin, I Yang, R Rajagopal
IEEE Transactions on Automatic Control 64 (8), 3268-3283 - Fast Distribution Grid Line Outage Identification with PMU
Y Liao, Y Weng, CW Tan, R Rajagopal
arXiv preprint arXiv:1811.05646 - Competition and efficiency of coalitions in cournot games with uncertainty
B Zhang, R Johari, R Rajagopal
IEEE Transactions on Control of Network Systems 6 (2), 884-896 - Generative Adversarial Models for Learning Private and Fair Representations
C Huang, X Chen, P Kairouz, L Sankar, R Rajagopal - Balancing marine ecosystem impact and freshwater consumption with water-use fees in California’s power markets: An evaluation of possibilities and trade-offs
J Bolorinos, Y Yu, NK Ajami, R Rajagopal
Applied energy 226, 644-654 - Urban mv and lv distribution grid topology estimation via group lasso
Y Liao, Y Weng, G Liu, R Rajagopal
IEEE Transactions on Power Systems 34 (1), 12-27 - Probabilistic baseline estimation based on load patterns for better residential customer rewards
Y Weng, J Yu, R Rajagopal
International Journal of Electrical Power & Energy Systems 100, 508-516 - Peer to peer sharing of distributed energy resources
S Patel, R Rajagopal
arXiv preprint arXiv:1808.07839 - Reconstruction and regression loss for time-series transfer learning
N Laptev, J Yu, R Rajagopal
Proceedings of the Special Interest Group on Knowledge Discovery and Mining (SIGKDD) and the 4th Workshop on the Mining and LEarning from Time Series (MiLeTS), London, UK - Reliability value of distributed solar+ storage systems amidst rare weather events
J Wang, J Qin, H Zhong, R Rajagopal, Q Xia, C Kang
IEEE Transactions on Smart Grid 10 (4), 4476-4486 - Automatic Power Exchange for Distributed EnergyResource Networks: Scheduling and Pricing
J Qin, J Mather, J Joo, R Rajagopal, K Poolla, P Varaiya
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States) - Generative adversarial privacy
C Huang, P Kairouz, X Chen, L Sankar, R Rajagopal
arXiv preprint arXiv:1807.05306 - Performance guaranteed state estimation for renewable penetration with improved meters
Y Weng, J Yu, R Rajagopal
The Journal of Engineering 2018 (6), 323-331 - Benchmarking building energy efficiency using quantile regression
J Roth, R Rajagopal
Energy 152, 866-876 - A scaling law for short term load forecasting on varying levels of aggregation
R Sevlian, R Rajagopal
International Journal of Electrical Power & Energy Systems 98, 350-361 - Deepcast: Universal Time-Series Forecaster
N Laptev, J Yu, R Rajagopal - Robust building energy load forecasting using physically-based kernel models
AK Prakash, S Xu, R Rajagopal, HY Noh
Energies 11 (4), 862 - Tri-level expansion planning for transmission networks and distributed energy resources considering transmission cost allocation
J Wang, H Zhong, W Tang, R Rajagopal, Q Xia, C Kang
IEEE Transactions on Sustainable Energy 9 (4), 1844-1856 - Using the Wisdom of Neighbors for Energy Disaggregation from Smart Meters
N Laptev, Y Ji, R Rajagopal
Proceedings of the 4th International Workshop on Non-Intrusive Load Monitoring, Austin, TX, USA - Economic benefits of integrating solar-powered heat pumps into a CHP system
J Wang, H Zhong, CW Tan, X Chen, R Rajagopal, Q Xia, C Kang
IEEE Transactions on Sustainable Energy 9 (4), 1702-1712 - Applied timeseries transfer learning
N Laptev, J Yu, R Rajagopal - The wavelet transform as a Gaussian process for damage detection
K Balafas, AS Kiremidjian, R Rajagopal
Structural Control and Health Monitoring 25 (2), e2087
2017
- Context-aware generative adversarial privacy
C Huang, P Kairouz, X Chen, L Sankar, R Rajagopal
Entropy 19 (12), 656 - PaToPa: A data-driven parameter and topology joint estimation framework in distribution grids
J Yu, Y Weng, R Rajagopal
IEEE Transactions on Power Systems 33 (4), 4335-4347 - Demand and flexibility of residential appliances: An empirical analysis
Y Ji, R Rajagopal
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - The heterogeneity of thermal sensitivity of residential electricity load between China and USA
J Yu, Y Zhou, M Tabone, Q Gao, CW Tan, S Kiliccote, L Wu, R Rajagopal
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments - Efficient customer selection process for various DR objectives
J Kwac, JI Kim, R Rajagopal
IEEE Transactions on Smart Grid 10 (2), 1501-1508 - Optimal bidding strategy for microgrids in joint energy and ancillary service markets considering flexible ramping products
J Wang, H Zhong, W Tang, R Rajagopal, Q Xia, C Kang, Y Wang
Applied Energy 205, 294-303 - The value of distributed energy resources for heterogeneous residential consumers
S Patel, M Rasouli, J Qin, R Rajagopal
arXiv preprint arXiv:1709.08140 - Robust mapping rule estimation for power flow analysis in distribution grids
J Yu, Y Weng, R Rajagopal
2017 North American Power Symposium (NAPS), 1-6 - Vader: Visualization and analytics for distributed energy resources
RA Sevlian, J Yu, Y Liao, X Chen, Y Weng, EC Kara, M Tabone, S Badri, CW Tan, D Chassin, S Kiliccote, R Rajagopal
arXiv preprint arXiv:1708.09473 - Flexible market for smart grid: Coordinated trading of contingent contracts
J Qin, R Rajagopal, P Varaiya
IEEE Transactions on Control of Network Systems 5 (4), 1657-1667 - Coordination of distributed energy storage under spatial and temporal data asymmetry
K Anderson, R Rajagopal, A El Gamal
IEEE Transactions on Smart Grid 10 (2), 1184-1194 - Design and planning of a multiple-charger multiple-port charging system for PEV charging station
H Chen, Z Hu, H Luo, J Qin, R Rajagopal, H Zhang
IEEE Transactions on Smart Grid 10 (1), 173-183 - Outage detection using load and line flow measurements in power distribution systems
RA Sevlian, Y Zhao, R Rajagopal, A Goldsmith, HV Poor
IEEE Transactions on Power Systems 33 (2), 2053-2069 - Data-driven planning of distributed energy resources amidst socio-technical complexities
RK Jain, J Qin, R Rajagopal
Nature Energy 2 (8), 1-11 - Data-driven joint topology and line parameter estimation for renewable integration
J Yu, Y Weng, R Rajagopal
2017 IEEE Power & Energy Society General Meeting, 1-5 - Energy storage sharing strategy in distribution networks using bi-level optimization approach
H Chen, Y Yu, Z Hu, H Luo, CW Tan, R Rajagopal
2017 IEEE Power & Energy Society General Meeting, 1-5 - The “Smart Dim Fuse”: A new approach to load control as a distributed energy resource
A Goldin, R Rajagopal, C Rivetta, JMR Davila
2017 IEEE 18th Workshop on Control and Modeling for Power Electronics (COMPEL) - Geometric understanding of the stability of power flow solutions
Y Weng, R Rajagopal, B Zhang
arXiv preprint arXiv:1706.07401 - Development of a cost‐effective wireless vibration weigh‐in‐motion system to estimate axle weights of trucks
R Bajwa, E Coleri, R Rajagopal, P Varaiya, C Flores
Computer‐Aided Civil and Infrastructure Engineering 32 (6), 443-457 - On certainty equivalence of demand charge reduction using storage
J Yu, J Qin, R Rajagopal
2017 American Control Conference (ACC), 3430-3437 - A sparse linear model and significance test for individual consumption prediction
P Li, B Zhang, Y Weng, R Rajagopal
IEEE Transactions on Power Systems 32 (6), 4489-4500 - Mapping rule estimation for power flow analysis in distribution grids
J Yu, Y Weng, R Rajagopal
arXiv preprint arXiv:1702.07948 - Regularization in hierarchical time series forecasting with application to electricity smart meter data
SB Taieb, J Yu, M Barreto, R Rajagopal
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1) - Good consumer or bad consumer: Economic information revealed from demand profiles
Y Yu, G Liu, W Zhu, F Wang, B Shu, K Zhang, N Astier, R Rajagopal
IEEE Transactions on Smart Grid 9 (3), 2347-2358 - Use of Time-frequency Damage Sensitive Features for Structural Damage Diagnosis
SK Huang, Y Liao, CM Chang, CH Loh, A Kiremidjian, R Rajagopal
Structural Health Monitoring 2017 - Experimental Validation of an Improved Dynamic Displacement Estimation Method using Accelerometer and Gyroscope
Y Liao, A Kiremdjian, R Rajagopal, CH Loh
Structural Health Monitoring 2017 - Financial viability of residential photovoltaic and battery systems in Californias
J Lehr, E Vrettos, R Rajagopal, R Jain, M Everts
J. Mgmt. & Sustainability 7, 16
2016
- Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heterogeneity in Pricing Programs
S Patel, S Borgeson, R Rajagopal, A Spurlock, L Jin,A Todd
ACEEE Summer Study on Energy Efficiency in Buildings, 2016 - Pricing Residential Electricity Based on Individual Consumption Behaviors
S Patel, R Sevlian, B Zhang, B., R Rajagopal
arXiv - Submodularity of Energy Storage Placement in Power Networks
J Qin, I Yang, R Rajagopal
2016 IEEE 55th Conference on Decision and Control (CDC), 686-693 - Distributed Online Modified Greedy Algorithm for Networked Storage Operation under Uncertainty
J Qin, Y Chow, J Yang, R Rajagopal
IEEE Transactions on Smart Grid 7.2 (2016): 1106-1118 - Online Modified Greedy Algorithm for Storage Control under Uncertainty
J Qin, Y Chow, J Yang, R Rajagopal - Urban Distribution Grid Topology Reconstruction via Lasso
Y Liao, Y Weng, R Rajagopal
IEEE Power and Energy Society General Meeting (PESGM), Jul. 2016 - Predictability, Constancy and Contingency in Electric Load Profiles
C Wu, W Tang, K Poola, R Rajagopal
2016 IEEE International Conference on Smart Grid Communications - Model and Data Analysis of Two-Settlement Electricity Market with Virtual Bidding
W Tang, R Rajagopal, K Poolla, P Varaiya
2016 IEEE 55th Conference on Decision and Control (CDC), 6645-6650 - Sequential Damage Detection and Localization with Unknown Post-Damage Distribution
Y Liao, AS Kiremidjian, R Rajagopal,CH Loh
1st Place in Student Paper Competition for Structural Health Monitoring & Control, Engineering Mechanics Institute Conference 2016 - Structural health monitoring approach for detecting ice accretion on bridge cable using the Haar Wavelet Transform
J Andre, AS Kiremidjian, Y Liao, C Georgakis, R Rajagopal
Proc. SPIE 9803, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2016, 98030F (April 20, 2016); doi:10.1117/12.2219392 - Angular velocity-based Structural Damage Detection
Y Liao, AS Kiremidjian, R Rajagopal, CH Loh
Proc. SPIE 9803, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2016 (April 20, 2016); doi:10.1117/12.2219398 - Actively calibrated line mountable capacitive voltage transducer for power systems applications
RA Sevlian, R Rajagopal
IEEE Transactions on Smart Grid 9 (5), 3942-3953 - Integrating water use into Southern California's power dispatch: an evaluation of the potential for cost-effective water conservation
J Bolorinos, N Ajami, Y Yu, R Rajagopal
AGU Fall Meeting Abstracts 2016, H43B-1416 - Structural health monitoring approach for detecting ice accretion on bridge cables using the autoregressive model
J Andre, A Kiremidjian, Y Liao, CT Georgakis
Eighth International Conference on Bridge Maintenance, Safety and Management; International Society for Optics and Photonics: Foz do Iguacu, Brazil - A Parking Sensing and Information System: Sensors, Deployment, and Evaluation
X Chen, Z Qian, R Rajagopal, T Stiers, C Flores, R Kavaler, F Williams III
Transportation Research Record: Journal of the Transportation Research Board (TRR), DOI: 10.3141/2559-10 - Distributed energy resources topology identification via graphical modeling
Y Weng, Y Liao, R Rajagopal
IEEE Transactions on Power Systems 32 (4), 2682-2694 - Urban distribution grid line outage identification
Y Liao, Y Weng, CW Tan, R Rajagopal
2016 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) - Lifestyle segmentation based on energy consumption data
J Kwac, J Flora, R Rajagopal
IEEE Transactions on Smart Grid 9 (4), 2409-2418 - Economic information from Smart Meter: Nexus Between Demand Profile and Electricity Retail Price Between Demand Profile and Electricity Retail Price
Y Yu, G Liu, W Zhu, F Wang, B Shu, K Zhang, R Rajagopal, N Astier
arXiv preprint arXiv:1701.02646 - Autoregressive model for individual consumption data-Sparsity recovery and significance test
P Li, B Zhang, Y Weng, R Rajagopal
2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5 - Powernet for distributed energy resource networks
A Radovanović, A Ramesh, R Koningstein, D Fork, W Weber, S Kim, J Schmalzried, J Sastry, M Dikovsky, K Bozhkov, E Pinheiro, C Lebsack, S Collyer, A Somani, R Rajagopal, A Majumdar, J Qin, G Cezar, J Rivas, AE Gamal, D Gruenich, S Chu, S Kiliccote
2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5 - Assessing climate change vulnerability of microgrid systems
Y Yu, KR Moy, WE Chapman, PL O'Neill, R Rajagopal
2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5 - Finding the right consumers for thermal demand-response: An experimental evaluation
A Albert, R Rajagopal
IEEE Transactions on Smart Grid 9 (2), 564-572 - Control of Supermarket Refrigeration Systems via Online Combinatorial Optimization.
I Yang, S Kiliccote, R Rajagopal, CJ Tomlin
CoRR - Parking sensing and information system: Sensors, deployment, and evaluation
X Chen, Z Qian, R Rajagopal, T Stiers, C Flores, R Kavaler, F Williams III
Transportation Research Record 2559 (1), 81-89
2015
- Wind Aggregation Via Risky Power Markets
Y Zhao, J Qin, R Rajagopal, A Goldsmith, HV Poor
IEEE Transaction on Power Systems, 30(3): 1571-1581 - Thermal Profiling of Residential Energy Use
A Albert, R Rajagopal
IEEE Transaction on Power Systems, 30(2): 602-611 - Strategic scheduling of residential energy consumers
A Albert, R Rajagopal
2015 54th IEEE Conference on Decision and Control (CDC), 3260-3265 - Stability of interconnected DC converters
G Cezar, R Rajagopal, B Zhang
2015 54th IEEE Conference on Decision and Control (CDC), 9-14 - Approximation algorithms for optimization of combinatorial dynamical systems
I Yang, SA Burden, R Rajagopal, SS Sastry, CJ Tomlin
IEEE Transactions on Automatic Control 61 (9), 2644-2649 - Method and system for profiling and scheduling of thermal residential energy use for demand-side management programs
A Albert, R Rajagopal
US Patent App. 14/716,763 - Probabilistic estimation of the potentials of intervention-based demand side energy management
J Yu, Y Weng, CW Tan, R Rajagopal
2015 IEEE International Conference on Smart Grid Communications - Pricing sequential forward power contracts
W Tang, J Qin, R Jain, R Rajagopal
2015 IEEE International Conference on Smart Grid Communications - Autoregressive model for individual consumption data-lasso selection and significance test
P Li, B Zhang, Y Weng, R Rajagopal
stat 1050, 5 - Data-driven targeting of customers for demand response
J Kwac, R Rajagopal
IEEE Transactions on Smart Grid 7 (5), 2199-2207 - Distribution grid topology reconstruction: An information theoretic approach
Y Liao, Y Weng, M Wu, R Rajagopal
2015 North American Power Symposium (NAPS), 1-6 - Online learning for demand response
D Kalathil, R Rajagopal
2015 53rd Annual Allerton Conference on Communication, Control, - Scheduling, pricing, and efficiency of non-preemptive flexible loads under direct load control
A Gupta, R Jain, R Rajagopal
2015 53rd Annual Allerton Conference on Communication, Control, and - Application of acceleration-based damage detection algorithms to experimental data from multi-story steel structure
Y Liao, K Balafas, A Kiremidjian, R Rajagopal, CH Loh
2015 International Workshop on Structural Health Monitoring - Optimal allocation of computational resources in hydrogeological models under uncertainty
M Moslehi, R Rajagopal, FPJ de Barros
Advances in Water Resources 83, 299-309 - Learning from hourly household energy consumption: extracting, visualizing and interpreting household smart meter data
S Borgeson, JA Flora, J Kwac, CW Tan, R Rajagopal
International Conference of Design, User Experience, and Usability, 337-345 - An Actively Calibrated Capacitively Coupled Electrostatic Device for high voltage measurement
RA Sevlian, J Lizarazo, R Rajagopal
2015 IEEE Power & Energy Society General Meeting, 1-5 - Probabilistic baseline estimation via gaussian process
Y Weng, R Rajagopal
2015 IEEE Power & Energy Society General Meeting, 1-5 - Ranking appliance energy efficiency in households: Utilizing smart meter data and energy efficiency frontiers to estimate and identify the determinants of appliance energy …
A Kavousian, R Rajagopal, M Fischer
Energy and Buildings 99, 220-230 - Data-driven targeting of energy programs using time-series data
J Kwac, R Rajagopal
US Patent App. 14/567,648 - The continuous wavelet transform as a stochastic process for damage detection
K Balafas, R Rajagopal, AS Kiremidjian - Message-passing sequential detection of multiple structural damages
Y Liao, R Rajagopal - Online modified greedy algorithm for storage control under uncertainty
J Qin, Y Chow, J Yang, R Rajagopal
IEEE Transactions on Power Systems 31 (3), 1729-1743 - Customer energy consumption segmentation using time-series data
J Flora, J Kwac, R Rajagopal
US Patent App. 14/567,615 - Shapley value estimation for compensation of participants in demand response programs
G O'Brien, A El Gamal, R Rajagopal
IEEE Transactions on Smart Grid 6 (6), 2837-2844 - Distributed online modified greedy algorithm for networked storage operation under uncertainty
J Qin, Y Chow, J Yang, R Rajagopal
IEEE Transactions on Smart Grid 7 (2), 1106-1118 - Control of generalized energy storage networks
J Qin, Y Chow, J Yang, R Rajagopal
arXiv preprint arXiv:1504.05661 - Optimal dynamic pricing for morning commute parking
Z Qian, R Rajagopal
Transportmetrica A: Transport Science 11 (4), 291-316 - Structural health monitoring of progressive damage
M Mollineaux, R Rajagopal
Earthquake Engineering & Structural Dynamics 44 (4), 583-600 - Sequential damage detection based on the continuous wavelet transform
Y Liao, K Balafas, R Rajagopal, AS Kiremidjian
Sensors and Smart Structures Technologies for Civil, Mechanical, and - Distribution system topology detection using consumer load and line flow measurements
RA Sevlian, R Rajagopal
arXiv preprint arXiv:1503.07224 - Method and apparatus generating and/or using estimates of arterial vehicular movement
R Kavaler, K Kwong, R Rajagopal, P Varaiya
US Patent 8,989,996 - Scheduling non-preemptive deferrable loads
G O'Brien, R Rajagopal
IEEE Transactions on Power Systems 31 (2), 835-845 - In-pavement wireless vibration sensor nodes, networks and systems
R Bajwa, R Rajagopal, R Kavaler, P Varaiya
US Patent 8,990,032 - Flexible Open Access Electricity Markets Via Contingent Coordinated Multilateral Trades
J Qin, R Rajagopal, P Varaiya - Cournot games with uncertainty: Coalitions competition and efficiency
B Zhang, R Johari, R Rajagopal
arXiv preprint arXiv:1503.02479 - The impacts of electricity dispatch protocols on the emission reductions due to wind power and carbon tax
Y Yu, R Rajagopal
Environmental science & technology 49 (4), 2568-2576 - Competition and coalition formation of renewable power producers
B Zhang, R Johari, R Rajagopal
IEEE Transactions on Power Systems 30 (3), 1624-1632 - Shapley Value Estimation for Compensation of Participants in Demand Response
A El Gamal, R Rajagopal
IEEE Transactions on Smart Grid - Feeder topology identification
R Sevlian, R Rajagopal
arXiv preprint arXiv:1503.07224 - Customer selection utilizing big data analytics
J Kwac, R Rajagopal
Handbook of Statistics 33, 89-106 - Outage detection in power distribution networks
R Sevlian, Y Zhao, A Goldsmith, R Rajagopal, HV Poor
CoRR, abs/1503.08244 - Where is my parking spot? Online and offline prediction of time-varying parking occupancy
A Tamrazian, Z Qian, R Rajagopal
Transportation Research Record 2489 (1), 77-85 - Weighted average consensus based distributed compressive spectrum sensing using prior parameter exchange
J Zhao, X Sun
IET Digital Library
2014
- Price of uncertainty in multistage stochastic power dispatch
J Qin, R Rajagopal
53rd IEEE Conference on Decision and Control, 4065-4070 - Stochastic dynamic pricing: Utilizing demand response in an adaptive manner
W Tang, R Jain, R Rajagopal
53rd IEEE Conference on Decision and Control, 6446-6451 - A Modeling Framework for Optimal Computational Resource Allocation Estimation: Considering the Trade-offs between Physical Resolutions, Uncertainty and Computational Costs
M Moslehi, F de Barros, R Rajagopal
AGU Fall Meeting Abstracts 2014, H31J-0766 - Optimal dynamic parking pricing for morning commute considering expected cruising time
ZS Qian, R Rajagopal
Transportation Research Part C: Emerging Technologies 48, 468-490 - Oriented Wireless Structural Health and Seismic Monitoring
MG Mollineaux, R Rajagopal, AS Kiremidjian
US Patent App. 14/256,952 - Guest editorial special issue on sensing technologies for intelligent urban infrastructures
A Pandharipande, F Calabrese, HB Lim, R Rajagopal
IEEE Sensors Journal 14 (12), 4121-4121 - Wind aggregation via risky power markets
Y Zhao, J Qin, R Rajagopal, A Goldsmith, HV Poor
IEEE Transactions on Power Systems 30 (3), 1571-1581 - Snowfort: An open source wireless sensor network for data analytics in infrastructure and environmental monitoring
Y Liao, M Mollineaux, R Hsu, R Bartlett, A Singla, A Raja, R Bajwa, R Rajagopal
IEEE Sensors Journal 14 (12), 4253-4263 - Targeting customers for demand response based on big data
J Kwac, R Rajagopal
arXiv preprint arXiv:1409.4119 - Optimal occupancy-driven parking pricing under demand uncertainties and traveler heterogeneity: A stochastic control approach
ZS Qian, R Rajagopal
Transportation Research Part B: Methodological 67, 144-165 - Guest Editorial for the Special Series on Smart Grid Communications
N Golmie, S Smith, L Tong, A Dominguez-Garcia, S Roy, J Misic, ...
IEEE Journal on Selected Areas in Communications 32 (7), 1309-1311 - A model for the effect of aggregation on short term load forecasting
RA Sevlian, R Rajagopal
2014 IEEE PES General Meeting| Conference & Exposition, 1-5 - Do wind power producers have market power and exercise it?
Y Yu, B Zhang, R Rajagopal
2014 IEEE PES General Meeting| Conference & Exposition, 1-5 - Aggregation for load servicing
S Patel, R Sevlian, B Zhang, R Rajagopal
2014 IEEE PES General Meeting| Conference & Exposition, 1-5 - Distribution system load and forecast model
R Sevlian, S Patel, R Rajagopal
arXiv preprint arXiv:1407.3322 - Damage detection methods on wind turbine blade testing with wired and wireless accelerometer sensors
M Mollineaux, K Balafas, K Branner, P Nielsen, A Tesauro, A Kiremidjian, ...
EWSHM-7th European workshop on structural health monitoring - Thermal profiling of residential energy use
A Albert, R Rajagopal
IEEE Transactions on power systems 30 (2), 602-611 - Modeling and online control of generalized energy storage networks
J Qin, Y Chow, J Yang, R Rajagopal
Proceedings of the 5th international conference on Future energy systems, 27-38 - Network risk limiting dispatch: Optimal control and price of uncertainty
B Zhang, R Rajagopal, D Tse
IEEE Transactions on Automatic Control 59 (9), 2442-2456 - Cost-of-service segmentation of energy consumers
A Albert, R Rajagopal
IEEE Transactions on Power Systems 29 (6), 2795-2803 - Compensating Demand Response Participants Via Their Shapley Values
G O'Brien, AE Gamal, R Rajagopal
arXiv preprint arXiv:1403.6713 - Household energy consumption segmentation using hourly data
J Kwac, J Flora, R Rajagopal
IEEE Transactions on Smart Grid 5 (1), 420-430 - Data-driven benchmarking of building energy efficiency utilizing statistical frontier models
A Kavousian, R Rajagopal
Journal of computing in civil engineering 28 (1), 79-88
2013
- Utility Customer Segmentation Based on Smart Meter Data: Empirical Study
Kwac, J., Tan, C., Sintov, N., Flora, J., Rajagopal, R.
2013 IEEE International Conference on Smart Grid Communications (SmartGridComm), 2013: 720-725 - A Method for Automatically Scheduling Notified Deferrable Loads
O'Brien, G., Rajagopal, R.
2013 American Control Conference, 2013: 5080-5085 - Risky Power Forward Contracts for Wind Aggregation
Zhao, Y., Qin, J., Rajagopal, R., Goldsmith, A., Poor, H. V.
2013 51st Annual Allerton Conference on Communication, Control and Computing, 2013: 54-61 - Risk limiting dispatch in congested networks
B Zhang, R Rajagopal, D Tse
52nd IEEE Conference on Decision and Control, 7568-7575 - Optimal stochastic control for parking systems: occupancy-driven parking pricing
S Qian, R Rajagopal
52nd IEEE Conference on Decision and Control, 7771-7776 - Pricing residential electricity based on individual consumption behaviors
S Patel, R Sevlian, B Zhang, R Rajagopal
arXiv preprint arXiv:1312.1243 - Towards optimal allocation of computer resources: Trade-offs between uncertainty quantification, discretization and model reduction
PC Leube, FPJ De Barros, W Nowak, R Rajagopal
Environmental modelling & software 50, 97-107 - Wireless and Wireline Sensor Nodes, Micro-Radar, Networks and Systems
RA Kavaler, A Raman, R Bajwa, R Rajagopal, P Varaiya
US Patent App. 13/824, 320 - Sequential structural damage diagnosis algorithm using a change point detection method
H Noh, R Rajagopal, AS Kiremidjian
Journal of Sound and Vibration 332 (24), 6419-6433 - Smart meter driven segmentation: What your consumption says about you
A Albert, R Rajagopal
IEEE Transactions on Power Systems 28 (4), 4019-4030 - Value of aggregation in smart grids
R Sevlian, R Rajagopal
2013 IEEE International Conference on Smart Grid Communications (SmartGridComm) - Risk limiting dispatch with ramping constraints
J Qin, B Zhang, R Rajagopal
2013 IEEE International Conference on Smart Grid Communications (SmartGridComm) - Building dynamic thermal profiles of energy consumption for individuals and neighborhoods
A Albert, R Rajagopal
2013 IEEE International Conference on Big Data, 723-728 - Demand response targeting using big data analytics
J Kwac, R Rajagopal
2013 IEEE International Conference on Big Data, 683-690 - Drivers of variability in energy consumption
A Albert, T Gebru, J Ku, J Kwac, J Leskovec, R Rajagopal
ECML-PKDD DARE workshop on energy analytics - RSSI-fingerprinting-based mobile phone localization with route constraints
SC Ergen, HS Tetikol, M Kontik, R Sevlian, R Rajagopal, P Varaiya
IEEE Transactions on Vehicular Technology 63 (1), 423-428 - Financial transmission rights perform well in power markets with high penetration of wind energy?
Y Yu, R Rajagopal
2013 IEEE Power & Energy Society General Meeting, 1-6 - Outage detection in power distribution networks with optimally-deployed power flow sensors
Y Zhao, R Sevlian, R Rajagopal, A Goldsmith, HV Poor
2013 IEEE Power & Energy Society General Meeting, 1-5 - Dynamic programming solution to distributed storage operation and design
J Qin, R Rajagopal
2013 IEEE Power & Energy Society General Meeting, 1-5 - Detection and statistics of wind power ramps
R Sevlian, R Rajagopal
IEEE Transactions on Power Systems 28 (4), 3610-3620 - A knowledge-based framework for automated space-use analysis
TW Kim, R Rajagopal, M Fischer, C Kam
Automation in Construction 32, 165-176 - Storage in risk limiting dispatch: Control and approximation
J Qin, HI Su, R Rajagopal
2013 American Control Conference, 4202-4208 - Optimal parking pricing in general networks with provision of occupancy information
ZS Qian, R Rajagopal
Procedia-Social and Behavioral Sciences 80, 779-805 - Efficient computation of Shapley values for demand response programs
G O'Brien, A El Gamal, R Rajagopal
Proceedings of the fourth international conference on Future energy systems 283-284 - Characterizing per-application network traffic using entropy
V Petkov, R Rajagopal, K Obraczka
ACM Transactions on Modeling and Computer Simulation (TOMACS) 23 (2), 1-25 - Method and apparatus matching incoming to outgoing vehicle signatures to estimate arterial vehicular movement
K Kwong, R Kavaler, R Rajagopal, P Varaiya
US Patent 8,428,857 - Sequential detection of progressive damage
M Mollineaux, R Rajagopal
Aerospace Systems 2013 - Data-driven forecasting algorithms for building energy consumption
HY Noh, R Rajagopal
Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2013 - Method and apparatus generating and/or using estimates of arterial vehicular movement
R Kavaler, K Kwong
US Patent 8,417,441 - Never trust straightforward intuition when choosing the number of Monte Carlo simulations
P Leube, W Nowak, F de Barros, R Rajagopal
EGU General Assembly Conference Abstracts, EGU2013-8571 - Method and apparatus generating estimates vehicular movement involving multiple input-output roadway nodes
K Kwong, R Kavaler, P Varaiya, R Rajagopal
US Patent 8,396,650 - Oriented Wireless Sensing for Structural Health Monitoring
M MOLLINEAUX, R RAJAGOPAL, A KIREMIDJIAN, K BALAFAS
Structural Health Monitoring 2013 - Mecanismo de Realocação de Energia Renovável: Uma Nova Proposta para Fontes Alternativas
A Street, B Fanzeres, D Lima, J Garcia, L Freire, R Rajagopal
XXII SNPTEE - Sensor network for pavement performance monitoring
R Rajagopal, R Bajwa, E Coleri, C Flores, P Varaiya
Computing in Civil Engineering (2013), 97-104 - Data-driven active parking management
Z Qian, R Rajagopal
Computing in civil engineering (2013), 395-402 - You are how you consume: Mining structure in smart meter data
A Albert, R Rajagopal
stanford. edu - Risk-limiting dispatch for integrating renewable power
R Rajagopal, E Bitar, P Varaiya, F Wu
International Journal of Electrical Power & Energy Systems 44 (1), 615-628
Before 2013
- Risk Limiting Dispatch of Wind Power
R Rajagopal, E Bitar, P Varaiya
2012 American Control Conference, 4417-4422 - Wind Power Ramps: Detection and Statistics
J Qin, R Sevlian, D Varodayan, R Rajagopal
IEEE Power and Energy Society General Meeting, 99: 220-230 - Risk limiting dispatch with fast ramping storage
J Qin, HI Su, R Rajagopal
arXiv preprint arXiv:1212.0272 - Towards Optimal Allocation of Computer Resources: Trade-offs between Uncertainty, Discretization and Model Reduction
W Nowak, P Leube, M Zinkhahn, F de Barros, R Rajagopal
AGU Fall Meeting Abstracts 2012, H42C-07 - Risk limiting dispatch in congested networks
R Rajagopal, D Tse, B Zhang
2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Improving Facility Performance Prediction by Formalizing an Activity-Space-Performance Model
TW Kim, A Kavousian, M Fischer, R Rajagopal
CIFE Technical Paper 210 - Trust based interoperability security protocol for grid and Cloud computing
R Rajagopal, M Chitra
2012 Third International Conference on Computing, Communication and Networking Technologies (ICCCNT'12) - Risk limiting dispatch
R Entriken, P Varaiya, F Wu, J Bialek, C Dent, A Tuohy, R Rajagopal
2012 IEEE Power and Energy Society General Meeting, 1-5 - Optimal electric energy storage operation
J Qin, R Sevlian, D Varodayan, R Rajagopal
2012 IEEE Power and Energy Society General Meeting, 1-6 - Message-passing sequential detection of multiple change points in networks
XL Nguyen, AA Amini, R Rajagopal
2012 IEEE International Symposium on Information Theory Proceedings, 2007-2011 - Damage diagnosis algorithm using a sequential change point detection method with an unknown distribution for damage
HY Noh, R Rajagopal, AS Kiremidjian
Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2012 - Bringing wind energy to market
EY Bitar, R Rajagopal, PP Khargonekar, K Poolla, P Varaiya
IEEE Transactions on Power Systems 27 (3), 1225-1235 - Selling random wind
E Bitar, K Poolla, P Khargonekar, R Rajagopal, P Varaiya, F Wu
2012 45th Hawaii International Conference on System Sciences, 1931-1937 - Selling random wind
E Bitar, K Poolla, P Khargonekar, R Rajagopal, P Varaiya, F Wu
2012 45th Hawaii International Conference on System Sciences, 1931-1937 - An Experimental Wireless Accelerometer-Based Sensor System For Applications To WIM And Vehicle Classification
R Bajwa, E Coleri, C Flores, R Rajagopal, R Kavaler, P Varaiya, B Wild
6th International Conference on Weigh-In-Motion (ICWIM 6) International Society for Weigh-In-MotionInstitut Francais des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux (IFSTARR) International Transport ForumForum of European National Highway Research Laboratories (FEHRL) Transportation Research BoardFederal Highway Administration - Risk limiting dispatch: Empirical study
R Rajagopal, J Bialek, C Dent, R Entriken, FF Wu, P Varaiya
12th International Conference on Probabilistic Methods Applied to Power Systems - Arterial travel time estimation based on vehicle re-identification using magnetic sensors: Performance analysis
RO Sanchez, C Flores, R Horowitz, R Rajagopal, P Varaiya
2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC) - Simultaneous optimization of sensor placements and balanced schedules
A Krause, R Rajagopal, A Gupta, C Guestrin
IEEE Transactions on Automatic Control 56 (10), 2390-2405 - Vehicle re-identification using wireless magnetic sensors: Algorithm revision, modifications and performance analysis
RO Sanchez, C Flores, R Horowitz, R Rajagopal, P Varaiya
Proceedings of 2011 IEEE International Conference on Vehicular Electronics - The role of co-located storage for wind power producers in conventional electricity markets
E Bitar, R Rajagopal, P Khargonekar, K Poolla
Proceedings of the 2011 American Control Conference, 3886-3891 - In-pavement wireless sensor network for vehicle classification
R Bajwa, R Rajagopal, P Varaiya, R Kavaler
Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks - Damage diagnosis algorithm for civil structures using a sequential change point detection method and time-series analysis
Hy Noh, R Rajagopal, AS Kiremidjian
Structural Health Monitoring 2011 - Travel time estimation using floating car data
R Sevlian, R Rajagopal
arXiv preprint arXiv:1012.4249 - Optimal contracts for wind power producers in electricity markets
E Bitar, A Giani, R Rajagopal, D Varagnolo, P Khargonekar, K Poolla, P Varaiya
49th IEEE Conference on Decision and Control (CDC), 1919-1926 - Simultaneous sequential detection of multiple interacting faults
R Rajagopal, XL Nguyen, SC Ergen, P Varaiya
arXiv preprint arXiv:1012.1258 - Network-based consensus averaging with general noisy channels
R Rajagopal, MJ Wainwright
IEEE Transactions on Signal Processing 59 (1), 373-385 - Network delay inference from additive metrics
S Bhamidi, R Rajagopal, S Roch
Random Structures & Algorithms 37 (2), 176-203 - Real-time measurement of link vehicle count and travel time in a road network
K Kwong, R Kavaler, R Rajagopal, P Varaiya
IEEE Transactions on Intelligent Transportation Systems 11 (4), 814-825 - Digital measurement of melasma: Towards eliminating subjectivity from treatment evaluation: P1701
T Sakuma, B Kac, L Azulay-Abulafia, R Rajagopal
Journal of the American Academy of Dermatology 62 (3) - Simultaneous sequential detection of multiple interacting faults,” http://arxiv. org/abs/1012.1258
R Rajagopal, X Nguyen, SC Ergen, P Varaiya - System and method for conducting combinatorial exchanges
R Jain, C Kaskiris, P Varaiya, J Shu, R Rajagopal, NS Pillai
US Patent 7,627,510 - Arterial travel time estimation based on vehicle re-identification using wireless magnetic sensors
K Kwong, R Kavaler, R Rajagopal, P Varaiya
Transportation Research Part C: Emerging Technologies 17 (6), 586-606 - Large monitoring systems: data analysis, design and deployment
R Rajagopal
UC Berkeley - Statistical Processing in Sensor Networks: Estimation and Inference
R Rajagopal
University of California, Berkeley