Publications
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2025
- Residential vehicle-to-grid profits under dynamic pricing: The role of real-world charging behavior
Sonia Martin, William A. Paxton, and Ram Rajagopal
Advances in Applied Energy - Rising US power grid vulnerability to extreme weather: a multi-decadal analysis
Tao Sun, Chad M Zanocco, June A Flora, Arun Majumdar, Ram Rajagopal
AGU 2025 - Built environment disparities are amplified during extreme weather recovery
Tianyuan Huang, Chad Zanocco, Zhecheng Wang, Jackelyn Hwang, Ram Rajagopal
Nature - Cascading marginal emissions signals for green charging with growing electric vehicle adoption
Sonia Martin, Siobhan Powell, and Ram Rajagopal
Nature Communications - Unified 0.25-degree gridded infrastructure-critical extreme weather for the United States from 1979 to 2100
Tao Sun, Chad Zanocco, June Flora, Aditi Sheshadri, and Ram Rajagopal
Scientific Data - Charging electrified commercial vehicle fleets with reduced grid capacity using low-capital-cost depot management strategies
Fletcher H. Passow and Ram Rajagopal
Applied Energy - Solar and battery can reduce energy costs and provide affordable outage backup for US households
Tao Sun, Yuanhao Feng, Chad Zanocco, June Flora, Arun Majumdar, Ram Rajagopal
Nature Energy - Solar and batteries are affordable options for US households
Tao Sun, Yuanhao Feng, Chad Zanocco, June Flora, Arun Majumdar, Ram Rajagopal
Nature Energy - Towards Real-Time Machine Learning Approximations of Ac Optimal Power Flow
Marek Miltner, Daniel Vašata, Magda Friedjungová, Nishant Gadde, Ondřej Štogl, Oldřich Starý, Ram Rajagopal
2025 IEEE Conference on Artificial Intelligence (CAI) - Optimizing software defined battery systems for transformer protection
Sonia Martin*, Obidike Nnorom Jr*, Philip Levis, Ram Rajagopal
Applied Energy - Large language model enabled knowledge discovery of building-level electrification using permit data
Tony Liu, Chad Zanocco, Zhecheng Wang, Tianyuan Huang, June Flora, Ram Rajagopal
Energy and Buildings - TemperatureGAN: generative modeling of regional atmospheric temperatures
Emmanuel Balogun, Ram Rajagopal, Arun Majumdar
Environmental Data Science - Designing model predictive control strategies for grid-interactive water heaters for load shifting applications
Elizabeth Buechler, Aaron Goldin, Ram Rajagopal
Applied Energy - Optimal Coordination of Electric Buses and Battery Storage for Achieving a 24/7 Carbon-Free Electrified Fleet
Justin Luke*, Mateus Gheorghe de Castro Ribeiro*, Sonia Martin, Emmanuel Balogun, Gustavo Vianna Cezar, Marco Pavone, Ram Rajagopal
Applied Energy - Design and validation of a power modulation system for residential demand-side management
Aaron Goldin, Elizabeth Buechler, Juan M Rivas-Davila, Ram Rajagopal
International Journal of Electrical Power and Energy Systems
2024
- Fast Grid Emissions Sensitivities using Parallel Decentralized Implicit Differentiation
Anthony Degleris, Lucas Fuentes Valenzuela, Ram Rajagopal, Marco Pavone, Abbas El Gamal
2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) - Effects of Vehicle-to-Grid Systems on Transmission Grid Congestion
Sonia Martin, Ram Rajagopal
2024 IEEE Transportation Electrification Conference and Expo (ITEC) - Privacy-Preserving Control of Partitioned Energy Resources
Evan Laufer, Philip Levis, Ram Rajagopal
Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems - CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series
Tianyuan Huang, Zejia Wu, Jiajun Wu, Jackelyn Hwang, Ram Rajagopal
Proceedings of the AAAI Conference on Artificial Intelligence - Future-proof rates for controlled electric vehicle charging: Comparing multi-year impacts of different emission factor signals
Siobhan Powell, Sonia Martin, Ram Rajagopal, Inês ML Azevedo, Jacques de Chalendar
Energy Policy - Exploring the potential of non-residential solar to tackle energy injustice
Moritz Wussow, Chad Zanocco, Zhecheng Wang, Rajanie Prabha, June Flora, Dirk Neumann, Arun Majumdar, Ram Rajagopal
Nature Energy - Skyscript: A large and semantically diverse vision-language dataset for remote sensing
Zhecheng Wang, Rajanie Prabha, Tianyuan Huang, Jiajun Wu, Ram Rajagopal
Proceedings of the AAAI Conference on Artificial Intelligence - Time of use pricing and likelihood of shifting energy activities, strategies, and timing
Mahmood Muttaqee, Greg Stelmach, Chad Zanocco, June Flora, Ram Rajagopal, Hilary S Boudet
Energy Policy - Improving the Load Flexibility of Stratified Electric Water Heaters: Design and Experimental Validation of MPC Strategies
Elizabeth Buechler, Aaron Goldin, Ram Rajagopal
IEEE Transactions on Smart Grid - Planning charging stations for 2050 to support flexible electric vehicle demand considering individual mobility patterns
Jiaman Wu, Siobhan Powell, Yanyan Xu, Ram Rajagopal, Marta 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 - 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 - 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 Rajagopal
Applied Energy 309, 118382 - 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
International Conference on Machine Learning - 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 - 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
CSEE Journal of Power and Energy Systems - 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 - 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
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 - 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 - 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 - 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 - 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 - 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 - Scheduling non-preemptive deferrable loads
G O'Brien, R Rajagopal
IEEE Transactions on Power Systems 31 (2), 835-845 - 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 - 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 - 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 - 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 - 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 - 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 - 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