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2020 – today
- 2024
[j41]Yuntao Ma
, Hiva Ghanbari, Tianyuan Huang, Jeremy Irvin, Oliver Brady, Sofian Zalouk, Hao Sheng, Andrew Y. Ng, Ram Rajagopal, Mayur Narsude:
A System for Automated Vehicle Damage Localization and Severity Estimation Using Deep Learning. IEEE Trans. Intell. Transp. Syst. 25(6): 5627-5639 (2024)- [j40]Emmanuel Balogun, Elizabeth Buechler, Siddharth Bhela, Simona Onori, Ram Rajagopal:
EV-EcoSim: A Grid-Aware Co-Simulation Platform for the Design and Optimization of Electric Vehicle Charging Infrastructure. IEEE Trans. Smart Grid 15(3): 3114-3125 (2024) - [j39]Elizabeth Buechler, Aaron Goldin, Ram Rajagopal:
Improving the Load Flexibility of Stratified Electric Water Heaters: Design and Experimental Validation of MPC Strategies. IEEE Trans. Smart Grid 15(4): 3613-3623 (2024) - [c65]Zhecheng Wang, Rajanie Prabha, Tianyuan Huang, Jiajun Wu, Ram Rajagopal:
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing. AAAI 2024: 5805-5813 - [c64]Tianyuan Huang, Zejia Wu, Jiajun Wu, Jackelyn Hwang, Ram Rajagopal:
CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series. AAAI 2024: 22123-22131 - [i74]Tianyuan Huang, Zejia Wu, Jiajun Wu, Jackelyn Hwang, Ram Rajagopal:
CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series. CoRR abs/2401.01107 (2024) - [i73]Emmanuel Balogun, Elizabeth Buechler, Siddharth Bhela, Simona Onori, Ram Rajagopal:
EV-EcoSim: A grid-aware co-simulation platform for the design and optimization of electric vehicle charging infrastructure. CoRR abs/2401.04705 (2024) - [i72]Anthony Degleris, Abbas El Gamal, Ram Rajagopal:
Gradient Methods for Scalable Multi-value Electricity Network Expansion Planning. CoRR abs/2404.01255 (2024) - [i71]Richard Stromer, Oskar Triebe, Chad Zanocco, Ram Rajagopal:
Designing forecasting software for forecast users: Empowering non-experts to create and understand their own forecasts. CoRR abs/2404.14575 (2024) - [i70]Elizabeth Buechler, Aaron Goldin, Ram Rajagopal:
Designing model predictive control strategies for grid-interactive water heaters for load shifting applications. CoRR abs/2408.02868 (2024) - [i69]Anthony Degleris, Lucas Fuentes Valenzuela, Ram Rajagopal, Marco Pavone, Abbas El Gamal:
Fast Grid Emissions Sensitivities using Parallel Decentralized Implicit Differentiation. CoRR abs/2408.10620 (2024) - 2023
- [c63]Richard Stromer, Oskar Triebe, Elijah Kim, Bernhard Hausleitner, Charlotte Kobiella, Chad Zanocco, Ram Rajagopal:
Designing forecasting software for forecast users: Empowering non-experts to create and understand their own forecasts. AMCIS 2023 - [c62]Emmanuel Balogun, Sonia Martin, Anthony Degleris, Ram Rajagopal:
Equitable dynamic electricity pricing via implicitly constrained dual and subgradient methods. SmartGridComm 2023: 1-7 - [i68]Tianyuan Huang, Timothy Dai, Zhecheng Wang, Hesu Yoon, Hao Sheng, Andrew Y. Ng, Ram Rajagopal, Jackelyn Hwang:
Detecting Neighborhood Gentrification at Scale via Street-level Visual Data. CoRR abs/2301.01842 (2023) - [i67]Lucas Fuentes Valenzuela, Anthony Degleris, Abbas El Gamal, Marco Pavone, Ram Rajagopal:
Dynamic locational marginal emissions via implicit differentiation. CoRR abs/2302.14282 (2023) - [i66]Maomao Hu, Ram Rajagopal, Jacques A. de Chalendar:
Empirical Exploration of Zone-by-zone Energy Flexibility: a Non-intrusive Load Disaggregation Approach for Commercial Buildings. CoRR abs/2304.13175 (2023) - [i65]Thomas Navidi, Abbas El Gamal, Ram Rajagopal:
Coordinating Distributed Energy Resources for Reliability can Significantly Reduce Future Distribution Grid Upgrades and Peak Load. CoRR abs/2306.08717 (2023) - [i64]Emmanuel Balogun, Robert Buechler, Ram Rajagopal, Arun Majumdar:
TemperatureGAN: Generative Modeling of Regional Atmospheric Temperatures. CoRR abs/2306.17248 (2023) - [i63]Thomas Navidi, Abbas El Gamal, Ram Rajagopal:
Coordination of DERs for Grid Reliability via Day-ahead Demand-Supply Power Bounds. CoRR abs/2307.00188 (2023) - [i62]Elizabeth Buechler, Aaron Goldin, Ram Rajagopal:
Improving the Load Flexibility of Stratified Electric Water Heaters: Design and Experimental Validation of MPC Strategies. CoRR abs/2312.04102 (2023) - [i61]Zhecheng Wang, Rajanie Prabha, Tianyuan Huang, Jiajun Wu, Ram Rajagopal:
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing. CoRR abs/2312.12856 (2023) - 2022
- [c61]Tianyuan Huang, Timothy Dai, Zhecheng Wang, Hesu Yoon, Hao Sheng, Andrew Y. Ng, Ram Rajagopal, Jackelyn Hwang:
Detecting Neighborhood Gentrification at Scale via Street-level Visual Data. IEEE Big Data 2022: 1632-1640 - [c60]Ahmed Mabrouk, Ram Rajagopal:
Distribution Grid Topology Estimation: A New Approach-based on Bayesian Network Models. BigDataService 2022: 124-131 - [c59]Sonia Martin, Nicholas Mosier, Obi Nnorom, Yancheng Ou, Liana Patel, Oskar Triebe, Gustavo Cezar, Philip Levis, Ram Rajagopal:
Software defined grid energy storage. BuildSys@SenSys 2022: 218-227 - [c58]Sonia Martin, Obi Nnorom, Oskar Triebe, Liana Patel, Philip Levis, Ram Rajagopal:
Software defined battery-solar systems: poster abstract. BuildSys@SenSys 2022: 291-292 - [i60]Xiao Chen, Chad Zanocco, June A. Flora, Ram Rajagopal:
Constructing dynamic residential energy lifestyles using Latent Dirichlet Allocation. CoRR abs/2204.10770 (2022) - [i59]Sonia Martin, Simona Onori, Ram Rajagopal:
Effect of State of Charge Uncertainty on Battery Energy Storage Systems. CoRR abs/2208.02873 (2022) - 2021
- [j38]Alvaro Estandia, Maximilian Schiffer, Federico Rossi, Justin Luke, Emre Can Kara, Ram Rajagopal, Marco Pavone:
On the Interaction Between Autonomous Mobility on Demand Systems and Power Distribution Networks - An Optimal Power Flow Approach. IEEE Trans. Control. Netw. Syst. 8(3): 1163-1176 (2021) - [c57]Justin Luke, Mauro Salazar, Ram Rajagopal, Marco Pavone:
Joint Optimization of Autonomous Electric Vehicle Fleet Operations and Charging Station Siting. ITSC 2021: 3340-3347 - [c56]Thomas R. Dougherty, Tianyuan Huang, Yirong Chen, Rishee K. Jain, Ram Rajagopal:
SCHMEAR: scalable construction of holistic models for energy analysis from rooftops. BuildSys@SenSys 2021: 111-120 - [i58]Yizheng Liao, Yang Weng, Chin-Woo Tan, Ram Rajagopal:
Quick Line Outage Identification in Urban Distribution Grids via Smart Meters. CoRR abs/2104.02056 (2021) - [i57]Tianyuan Huang, Zhecheng Wang, Hao Sheng, Andrew Y. Ng, Ram Rajagopal:
Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond. CoRR abs/2105.02489 (2021) - [i56]Siobhan Powell, Gustavo Vianna Cezar, Elpiniki Apostolaki-Iosifidou, Ram Rajagopal:
Large-Scale Scenarios of Electric Vehicle Charging with a Data-Driven Model of Control. CoRR abs/2105.12234 (2021) - [i55]Justin Luke, Mauro Salazar, Ram Rajagopal, Marco Pavone:
Joint Optimization of Autonomous Electric Vehicle Fleet Operations and Charging Station Siting. CoRR abs/2107.00165 (2021) - [i54]Robert Buechler, Emmanuel Balogun, Arun Majumdar, Ram Rajagopal:
EVGen: Adversarial Networks for Learning Electric Vehicle Charging Loads and Hidden Representations. CoRR abs/2108.03762 (2021) - [i53]Oskar Triebe, Hansika Hewamalage, Polina Pilyugina, Nikolay Laptev, Christoph Bergmeir, Ram Rajagopal:
NeuralProphet: Explainable Forecasting at Scale. CoRR abs/2111.15397 (2021) - 2020
- [j37]Ravneet Bajwa, Erdem Coleri, Ram Rajagopal, Pravin Varaiya, Christopher Flores:
Pavement performance assessment using a cost-effective wireless accelerometer system. Comput. Aided Civ. Infrastructure Eng. 35(9): 1009-1022 (2020) - [j36]Yuting Ji, Elizabeth Buechler, Ram Rajagopal:
Data-Driven Load Modeling and Forecasting of Residential Appliances. IEEE Trans. Smart Grid 11(3): 2652-2661 (2020) - [j35]Yang Weng, Ram Rajagopal, Baosen Zhang:
A Geometric Analysis of Power System Loadability Regions. IEEE Trans. Smart Grid 11(4): 3580-3592 (2020) - [j34]Wenjie Zhang, Hao Quan, Oktoviano Gandhi, Ram Rajagopal, Chin-Woo Tan, Dipti Srinivasan:
Improving Probabilistic Load Forecasting Using Quantile Regression NN With Skip Connections. IEEE Trans. Smart Grid 11(6): 5442-5450 (2020) - [c55]Zhecheng Wang, Haoyuan Li, Ram Rajagopal:
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding. AAAI 2020: 1013-1020 - [c54]Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer A. Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander G. Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Jun Hee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg, Alexandre Barbosa, Rodrigo G. Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Y. Ng, Van Thong Huynh, Soo-Hyung Kim, In Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay N. Talbar, Jianyu Tang:
The 1st Agriculture-Vision Challenge: Methods and Results. CVPR Workshops 2020: 212-218 - [c53]Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Y. Ng:
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture. CVPR Workshops 2020: 267-276 - [c52]Thomas Navidi, Chloe Leblanc, Abbas El Gamal, Ram Rajagopal:
DER Information Unaware Coordination via Day-ahead Dynamic Power Bounds. SmartGridComm 2020: 1-6 - [i52]Zhecheng Wang, Haoyuan Li, Ram Rajagopal:
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding. CoRR abs/2001.11101 (2020) - [i51]Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer A. Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander G. Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Jun Hee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg, Alexandre Barbosa, Rodrigo G. Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Y. Ng, Van Thong Huynh, Soo-Hyung Kim, In Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay N. Talbar, Jianyu Tang:
The 1st Agriculture-Vision Challenge: Methods and Results. CoRR abs/2004.09754 (2020) - [i50]Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Y. Ng:
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture. CoRR abs/2005.03743 (2020) - [i49]Mohammad Rasouli, Tao Sun, Ram Rajagopal:
FedGAN: Federated Generative Adversarial Networks for Distributed Data. CoRR abs/2006.07228 (2020) - [i48]Elizabeth Buechler, Siobhan Powell, Tao Sun, Chad Zanocco, Nicolas Astier, Jose Bolorinos, June A. Flora, Hilary Boudet, Ram Rajagopal:
Power and the Pandemic: Exploring Global Changes in Electricity Demand During COVID-19. CoRR abs/2008.06988 (2020) - [i47]Thomas Navidi, Chloe Leblanc, Abbas El Gamal, Ram Rajagopal:
DER Information Unaware Coordination via Day-ahead Dynamic Power Bounds. CoRR abs/2009.14458 (2020) - [i46]Eric Zelikman, Sharon Zhou, Jeremy Irvin, Cooper Raterink, Hao Sheng, Jack Kelly, Ram Rajagopal, Andrew Y. Ng, David Gagne:
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models. CoRR abs/2010.04715 (2020) - [i45]Hao Wang, Gonzague Henri, Chin-Woo Tan, Ram Rajagopal:
Activity Detection And Modeling Using Smart Meter Data: Concept And Case Studies. CoRR abs/2010.13288 (2020) - [i44]Xiao Chen, Thomas Navidi, Ram Rajagopal:
Generating private data with user customization. CoRR abs/2012.01467 (2020) - [i43]Benjamin Rausch, Kevin Mayer, Marie-Louise Arlt, Gunther Gust, Philipp Staudt, Christof Weinhardt, Dirk Neumann, Ram Rajagopal:
An Enriched Automated PV Registry: Combining Image Recognition and 3D Building Data. CoRR abs/2012.03690 (2020)
2010 – 2019
- 2019
- [j33]Junjie Qin, Insoon Yang, Ram Rajagopal:
Submodularity of Storage Placement Optimization in Power Networks. IEEE Trans. Autom. Control. 64(8): 3268-3283 (2019) - [j32]Baosen Zhang, Ramesh Johari, Ram Rajagopal:
Competition and Efficiency of Coalitions in Cournot Games With Uncertainty. IEEE Trans. Control. Netw. Syst. 6(2): 884-896 (2019) - [j31]Huimiao Chen, Zechun Hu, Haocheng Luo, Junjie Qin, Ram Rajagopal, Hongcai Zhang:
Design and Planning of a Multiple-Charger Multiple-Port Charging System for PEV Charging Station. IEEE Trans. Smart Grid 10(1): 173-183 (2019) - [j30]Kyle Anderson, Ram Rajagopal, Abbas El Gamal:
Coordination of Distributed Energy Storage Under Spatial and Temporal Data Asymmetry. IEEE Trans. Smart Grid 10(2): 1184-1194 (2019) - [j29]Jungsuk Kwac, Jung In Kim, Ram Rajagopal:
Efficient Customer Selection Process for Various DR Objectives. IEEE Trans. Smart Grid 10(2): 1501-1508 (2019) - [j28]Jianxiao Wang, Junjie Qin, Haiwang Zhong, Ram Rajagopal, Qing Xia, Chongqing Kang:
Reliability Value of Distributed Solar+Storage Systems Amidst Rare Weather Events. IEEE Trans. Smart Grid 10(4): 4476-4486 (2019) - [c51]Marie-Louise Arlt, Dirk Neumann, Ram Rajagopal:
Curtailment Contract Design for HVAC Systems. ACC 2019: 3889-3894 - [c50]Matthew Louis Mauriello, Chad Zanocco, Gregory Stelmach, June A. Flora, Hilary Boudet, Ram Rajagopal:
An Energy Lifestyles Program for Tweens: A Pilot Study. CHI Extended Abstracts 2019 - [i42]Xiao Chen, Thomas Navidi, Stefano Ermon, Ram Rajagopal:
Distributed generation of privacy preserving data with user customization. CoRR abs/1904.09415 (2019) - [i41]Alvaro Estandia, Maximilian Schiffer, Federico Rossi, Emre Can Kara, Ram Rajagopal, Marco Pavone:
On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks - An Optimal Power Flow Approach. CoRR abs/1905.00200 (2019) - [i40]Xiao Chen, Thomas Navidi, Ram Rajagopal:
Energy Resource Control via Privacy Preserving Data. CoRR abs/1910.02157 (2019) - [i39]Oskar Triebe, Nikolay Laptev, Ram Rajagopal:
AR-Net: A simple Auto-Regressive Neural Network for time-series. CoRR abs/1911.12436 (2019) - 2018
- [j27]Junjie Qin, Ram Rajagopal, Shai Vardi, Adam Wierman:
Convex Prophet Inequalities. SIGMETRICS Perform. Evaluation Rev. 46(2): 39-41 (2018) - [j26]Junjie Qin, Ram Rajagopal, Shai Vardi, Adam Wierman:
Convex Prophet Inequalities. SIGMETRICS Perform. Evaluation Rev. 46(2): 85-86 (2018) - [j25]Junjie Qin, Ram Rajagopal, Pravin Varaiya:
Flexible Market for Smart Grid: Coordinated Trading of Contingent Contracts. IEEE Trans. Control. Netw. Syst. 5(4): 1657-1667 (2018) - [j24]Adrian Albert, Ram Rajagopal:
Finding the Right Consumers for Thermal Demand-Response: An Experimental Evaluation. IEEE Trans. Smart Grid 9(2): 564-572 (2018) - [j23]Yang Yu, Guangyi Liu, Wendong Zhu, Fei Wang, Bin Shu, Kai Zhang, Nicolas Astier, Ram Rajagopal:
Good Consumer or Bad Consumer: Economic Information Revealed From Demand Profiles. IEEE Trans. Smart Grid 9(3): 2347-2358 (2018) - [j22]Jungsuk Kwac, June A. Flora, Ram Rajagopal:
Lifestyle Segmentation Based on Energy Consumption Data. IEEE Trans. Smart Grid 9(4): 2409-2418 (2018) - [j21]Raffi Avo Sevlian, Ram Rajagopal:
Actively Calibrated Line Mountable Capacitive Voltage Transducer for Power Systems Applications. IEEE Trans. Smart Grid 9(5): 3942-3953 (2018) - [c49]Witold Oleszkiewicz, Peter Kairouz, Karol J. Piczak, Ram Rajagopal, Tomasz Trzcinski:
Siamese Generative Adversarial Privatizer for Biometric Data. ACCV (5) 2018: 482-497 - [c48]Junjie Qin, Jonathan Mather, Jhi-Young Joo, Ram Rajagopal, Kameshwar Poolla, Pravin Varaiya:
Automatic Power Exchange for Distributed Energy Resource Networks: Flexibility Scheduling and Pricing. CDC 2018: 1572-1579 - [c47]Thomas Navidi, Abbas El Gamal, Ram Rajagopal:
A Two-Layer Decentralized Control Architecture for DER Coordination. CDC 2018: 6019-6024 - [c46]Xiao Chen, Peter Kairouz, Ram Rajagopal:
Understanding Compressive Adversarial Privacy. CDC 2018: 6824-6831 - [i38]Witold Oleszkiewicz, Tomasz Wlodarczyk, Karol J. Piczak, Tomasz Trzcinski, Peter Kairouz, Ram Rajagopal:
Siamese Generative Adversarial Privatizer for Biometric Data. CoRR abs/1804.08757 (2018) - [i37]Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal:
Generative Adversarial Privacy. CoRR abs/1807.05306 (2018) - [i36]Siddharth Patel, Ram Rajagopal:
Peer to Peer Sharing of Distributed Energy Resources. CoRR abs/1808.07839 (2018) - [i35]Yizheng Liao, Yang Weng, Guangyi Liu, Zhongyang Zhang, Chin-Woo Tan, Ram Rajagopal:
Unbalanced Three-Phase Distribution Grid Topology Estimation and Bus Phase Identification. CoRR abs/1809.07192 (2018) - [i34]Xiao Chen, Peter Kairouz, Ram Rajagopal:
Understanding Compressive Adversarial Privacy. CoRR abs/1809.08911 (2018) - [i33]Thomas Navidi, Abbas El Gamal, Ram Rajagopal:
A Two-layer Decentralized Control Architecture for DER Coordination. CoRR abs/1811.00224 (2018) - [i32]Yizheng Liao, Yang Weng, Chin-Woo Tan, Ram Rajagopal:
Fast Distribution Grid Line Outage Identification with μPMU. CoRR abs/1811.05646 (2018) - [i31]Xiao Chen, Chin-Woo Tan, Sila Kiliccote, Ram Rajagopal:
Electric vehicle charging during the day or at night: a perspective on carbon emissions. CoRR abs/1811.07984 (2018) - [i30]Yizheng Liao, Anne S. Kiremidjian, Ram Rajagopal, Chin-Hsuing Loh:
Structural Damage Detection and Localization with Unknown Post-Damage Feature Distribution Using Sequential Change-Point Detection Method. CoRR abs/1812.02824 (2018) - [i29]Yizheng Liao, Ram Rajagopal:
Sequential Multiple Structural Damage Detection and Localization: A Distributed Approach. CoRR abs/1812.06205 (2018) - [i28]Jiafan Yu, Yang Weng, Ram Rajagopal:
PaToPaEM: A Data-Driven Parameter and Topology Joint Estimation Framework for Time Varying System in Distribution Grids. CoRR abs/1812.06619 (2018) - 2017
- [j20]Ravneet Bajwa, Erdem Coleri, Ram Rajagopal, Pravin Varaiya, Christopher Flores:
Development of a Cost-Effective Wireless Vibration Weigh-In-Motion System to Estimate Axle Weights of Trucks. Comput. Aided Civ. Infrastructure Eng. 32(6): 443-457 (2017) - [j19]Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal:
Context-Aware Generative Adversarial Privacy. Entropy 19(12): 656 (2017) - [c45]Souhaib Ben Taieb, Jiafan Yu, Mateus Neves Barreto, Ram Rajagopal:
Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data. AAAI 2017: 4474-4480 - [c44]Jiafan Yu, Junjie Qin, Ram Rajagopal:
On certainty equivalence of demand charge reduction using storage. ACC 2017: 3430-3437 - [c43]Yuting Ji, Ram Rajagopal:
Demand and flexibility of residential appliances: An empirical analysis. GlobalSIP 2017: 1020-1024 - [c42]Jiafan Yu, Yang Zhou, Michaelangelo D. Tabone, Qing Gao, Chin-Woo Tan, Sila Kiliccote, Libo Wu, Ram Rajagopal:
The heterogeneity of thermal sensitivity of residential electricity load between China and USA. BuildSys@SenSys 2017: 49:1-49:2 - [i27]Jiafan Yu, Yang Weng, Ram Rajagopal:
Mapping Rule Estimation for Power Flow Analysis in Distribution Grids. CoRR abs/1702.07948 (2017) - [i26]Jiafan Yu, Yang Weng, Ram Rajagopal:
PaToPa: A Data-Driven Parameter and Topology Joint Estimation Framework in Distribution Grids. CoRR abs/1705.08870 (2017) - [i25]Yang Weng, Ram Rajagopal, Baosen Zhang:
Geometric Understanding of the Stability of Power Flow Solutions. CoRR abs/1706.07401 (2017) - [i24]Huimiao Chen, Yang Yu, Zechun Hu, Haocheng Luo, Chin-Woo Tan, Ram Rajagopal:
Energy Storage Sharing Strategy in Distribution Networks Using Bi-level Optimization Approach. CoRR abs/1707.06744 (2017) - [i23]Raffi Avo Sevlian, Jiafan Yu, Yizheng Liao, Xiao Chen, Yang Weng, Emre Can Kara, Michaelangelo D. Tabone, Srini Badri, Chin-Woo Tan, David P. Chassin, Sila Kiliccote, Ram Rajagopal:
VADER: Visualization and Analytics for Distributed Energy Resources. CoRR abs/1708.09473 (2017) - [i22]Siddharth Patel, Ram Rajagopal:
The Value of Distributed Energy Resources for Heterogeneous Residential Consumers. CoRR abs/1709.08140 (2017) - [i21]Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal:
Context-Aware Generative Adversarial Privacy. CoRR abs/1710.09549 (2017) - [i20]Xiao Chen, Zhen Qian, Ram Rajagopal, Todd Stiers, Christopher Flores, Robert Kavaler, Floyd Williams III:
Parking Sensing and Information System: Sensors, Deployment, and Evaluation. CoRR abs/1712.02741 (2017) - 2016
- [j18]Insoon Yang, Samuel A. Burden, Ram Rajagopal, S. Shankar Sastry, Claire J. Tomlin:
Approximation Algorithms for Optimization of Combinatorial Dynamical Systems. IEEE Trans. Autom. Control. 61(9): 2644-2649 (2016) - [j17]Junjie Qin, Yinlam Chow, Jiyan Yang, Ram Rajagopal:
Distributed Online Modified Greedy Algorithm for Networked Storage Operation Under Uncertainty. IEEE Trans. Smart Grid 7(2): 1106-1118 (2016) - [j16]Jungsuk Kwac, Ram Rajagopal:
Data-Driven Targeting of Customers for Demand Response. IEEE Trans. Smart Grid 7(5): 2199-2207 (2016) - [c41]Junjie Qin, Insoon Yang, Ram Rajagopal:
Submodularity of energy storage placement in power networks. CDC 2016: 686-693 - [c40]Wenyuan Tang, Ram Rajagopal, Kameshwar Poolla, Pravin Varaiya:
Model and data analysis of two-settlement electricity market with virtual bidding. CDC 2016: 6645-6650 - [c39]Chenye Wu, Wenyuan Tang, Kameshwar Poolla, Ram Rajagopal:
Predictability, constancy and contingency in electric load profiles. SmartGridComm 2016: 662-667 - [i19]Insoon Yang, Sila Kiliccote, Ram Rajagopal, Claire J. Tomlin:
Control of Supermarket Refrigeration Systems via Online Combinatorial Optimization. CoRR abs/1604.06958 (2016) - [i18]Yizheng Liao, Yang Weng, Guangyi Liu, Ram Rajagopal:
Urban Distribution Grid Topology Estimation via Group Lasso. CoRR abs/1611.01845 (2016) - 2015
- [j15]Gearóid O'Brien, Abbas El Gamal, Ram Rajagopal:
Shapley Value Estimation for Compensation of Participants in Demand Response Programs. IEEE Trans. Smart Grid 6(6): 2837-2844 (2015) - [c38]Dileep M. Kalathil, Ram Rajagopal:
Online learning for demand response. Allerton 2015: 218-222 - [c37]Abhishek Gupta, Rahul Jain, Ram Rajagopal:
Scheduling, pricing, and efficiency of non-preemptive flexible loads under direct load control. Allerton 2015: 1008-1015 - [c36]Gustavo Cezar, Ram Rajagopal, Baosen Zhang:
Stability of interconnected DC converters. CDC 2015: 9-14 - [c35]Adrian Albert, Ram Rajagopal:
Strategic scheduling of residential energy consumers. CDC 2015: 3260-3265 - [c34]Sam Borgeson, June A. Flora, Jungsuk Kwac, Chin-Woo Tan, Ram Rajagopal:
Learning from Hourly Household Energy Consumption: Extracting, Visualizing and Interpreting Household Smart Meter Data. HCI (20) 2015: 337-345 - [c33]Wenyuan Tang, Junjie Qin, Rahul Jain, Ram Rajagopal:
Pricing sequential forward power contracts. SmartGridComm 2015: 563-568 - [c32]Jiafan Yu, Yang Weng, Chin-Woo Tan, Ram Rajagopal:
Probabilistic estimation of the potentials of intervention-based demand side energy management. SmartGridComm 2015: 865-870 - [i17]Baosen Zhang, Ramesh Johari, Ram Rajagopal:
Competition and Coalition Formation of Renewable Power Producers. CoRR abs/1502.00679 (2015) - [i16]Baosen Zhang, Ramesh Johari, Ram Rajagopal:
Cournot Games with Uncertainty: Coalitions, Competition, and Efficiency. CoRR abs/1503.02479 (2015) - [i15]Raffi Sevlian, Ram Rajagopal:
Feeder Topology Identification. CoRR abs/1503.07224 (2015) - [i14]Raffi Sevlian, Yue Zhao, Andrea Goldsmith, Ram Rajagopal, H. Vincent Poor:
Outage Detection in Power Distribution Networks. CoRR abs/1503.08244 (2015) - [i13]Gustavo Cezar, Ram Rajagopal, Baosen Zhang:
Stability of Interconnected DC Converters. CoRR abs/1503.08383 (2015) - [i12]Pan Li, Baosen Zhang, Yang Weng, Ram Rajagopal:
Autoregressive Model for Individual Consumption Data - LASSO Selection and Significance Test. CoRR abs/1511.01853 (2015) - 2014
- [j14]Amir Kavousian, Ram Rajagopal:
Data-Driven Benchmarking of Building Energy Efficiency Utilizing Statistical Frontier Models. J. Comput. Civ. Eng. 28(1): 79-88 (2014) - [j13]Nada Golmie, Sean Smith, Lang Tong, Alejandro D. Domínguez-García, Sumit Roy, Jelena V. Misic, Ram Rajagopal:
Guest Editorial for the Special Series on Smart Grid Communications. IEEE J. Sel. Areas Commun. 32(7): 1309-1311 (2014) - [j12]Baosen Zhang, Ram Rajagopal, David N. C. Tse:
Network Risk Limiting Dispatch: Optimal Control and Price of Uncertainty. IEEE Trans. Autom. Control. 59(9): 2442-2456 (2014) - [j11]Jungsuk Kwac, June A. Flora, Ram Rajagopal:
Household Energy Consumption Segmentation Using Hourly Data. IEEE Trans. Smart Grid 5(1): 420-430 (2014) - [j10]Sinem Coleri Ergen, Huseyin Serhat Tetikol, Mehmet Kontik, Raffi Sevlian, Ram Rajagopal, Pravin Varaiya:
RSSI-Fingerprinting-Based Mobile Phone Localization With Route Constraints. IEEE Trans. Veh. Technol. 63(1): 423-428 (2014) - [c31]Junjie Qin, Ram Rajagopal:
Price of uncertainty in multistage stochastic power dispatch. CDC 2014: 4065-4070 - [c30]Wenyuan Tang, Rahul Jain, Ram Rajagopal:
Stochastic dynamic pricing: Utilizing demand response in an adaptive manner. CDC 2014: 6446-6451 - [c29]Junjie Qin, Yinlam Chow, Jiyan Yang, Ram Rajagopal:
Modeling and online control of generalized energy storage networks. e-Energy 2014: 27-38 - [i11]Gearóid O'Brien, Abbas El Gamal, Ram Rajagopal:
Compensating Demand Response Participants Via Their Shapley Values. CoRR abs/1403.6713 (2014) - [i10]Raffi Sevlian, Ram Rajagopal:
Short Term Electricity Load Forecasting on Varying Levels of Aggregation. CoRR abs/1404.0058 (2014) - 2013
- [j9]Philipp C. Leube, Felipe P. J. de Barros, Wolfgang Nowak, Ram Rajagopal:
Towards optimal allocation of computer resources: Trade-offs between uncertainty quantification, discretization and model reduction. Environ. Model. Softw. 50: 97-107 (2013) - [j8]Vladislav Petkov, Ram Rajagopal, Katia Obraczka:
Characterizing per-application network traffic using entropy. ACM Trans. Model. Comput. Simul. 23(2): 14:1-14:25 (2013) - [c28]Yue Zhao, Junjie Qin, Ram Rajagopal, Andrea Goldsmith, H. Vincent Poor:
Risky power forward contracts for wind aggregation. Allerton 2013: 54-61 - [c27]Junjie Qin, Han-I Su, Ram Rajagopal:
Storage in Risk Limiting Dispatch: Control and approximation. ACC 2013: 4202-4208 - [c26]Gearóid O'Brien, Ram Rajagopal:
A method for automatically scheduling notified deferrable loads. ACC 2013: 5080-5085 - [c25]Jungsuk Kwac, Ram Rajagopal:
Demand response targeting using big data analytics. IEEE BigData 2013: 683-690 - [c24]Adrian Albert, Ram Rajagopal:
Building dynamic thermal profiles of energy consumption for individuals and neighborhoods. IEEE BigData 2013: 723-728 - [c23]Baosen Zhang, Ram Rajagopal, David Tse:
Risk Limiting Dispatch in congested networks. CDC 2013: 7568-7575 - [c22]Sean Qian, Ram Rajagopal:
Optimal stochastic control for parking systems: occupancy-driven parking pricing. CDC 2013: 7771-7776 - [c21]Gearóid O'Brien, Abbas El Gamal, Ram Rajagopal:
Efficient computation of shapley values for demand response programs. e-Energy 2013: 283-284 - [c20]Ravneet Bajwa, Ram Rajagopal, Erdem Coleri, Pravin Varaiya, Christopher Flores:
In-pavement wireless weigh-in-motion. IPSN 2013: 103-114 - [c19]Raffi Sevlian, Ram Rajagopal:
Value of aggregation in smart grids. SmartGridComm 2013: 714-719 - [c18]Jungsuk Kwac, Chin-Woo Tan, Nicole D. Sintov, June A. Flora, Ram Rajagopal:
Utility customer segmentation based on smart meter data: Empirical study. SmartGridComm 2013: 720-725 - [c17]Junjie Qin, Baosen Zhang, Ram Rajagopal:
Risk limiting dispatch with ramping constraints. SmartGridComm 2013: 791-796 - [i9]Junjie Qin, Baosen Zhang, Ram Rajagopal:
Risk Limiting Dispatch with Ramping Constraints. CoRR abs/1305.4372 (2013) - [i8]Sid Patel, Raffi Sevlian, Baosen Zhang, Ram Rajagopal:
Aggregation for Load Servicing. CoRR abs/1312.1243 (2013) - 2012
- [c16]Ram Rajagopal, David Tse, Baosen Zhang:
Risk limiting dispatch in congested networks. Allerton Conference 2012: 1900-1907 - [c15]Ram Rajagopal, Eilyan Bitar, Felix F. Wu, Pravin Varaiya:
Risk limiting dispatch of wind power. ACC 2012: 4417-4422 - [c14]Eilyan Bitar, Kameshwar Poolla, Pramod P. Khargonekar, Ram Rajagopal, Pravin Varaiya, Felix F. Wu:
Selling Random Wind. HICSS 2012: 1931-1937 - [c13]XuanLong Nguyen, Arash A. Amini, Ram Rajagopal:
Message-passing sequential detection of multiple change points in networks. ISIT 2012: 2007-2011 - [i7]Junjie Qin, Han-I Su, Ram Rajagopal:
Risk Limiting Dispatch with Fast Ramping Storage. CoRR abs/1212.0272 (2012) - [i6]Ram Rajagopal, Baosen Zhang, David Tse:
Network Risk Limiting Dispatch: Optimal Control and Price of Uncertainty. CoRR abs/1212.4898 (2012) - 2011
- [j7]Andreas Krause, Ram Rajagopal, Anupam Gupta, Carlos Guestrin:
Simultaneous Optimization of Sensor Placements and Balanced Schedules. IEEE Trans. Autom. Control. 56(10): 2390-2405 (2011) - [j6]Ram Rajagopal, Martin J. Wainwright:
Network-Based Consensus Averaging With General Noisy Channels. IEEE Trans. Signal Process. 59(1): 373-385 (2011) - [c12]Eilyan Bitar, Ram Rajagopal, Pramod P. Khargonekar, Kameshwar Poolla:
The role of co-located storage for wind power producers in conventional electricity markets. ACC 2011: 3886-3891 - [c11]Ravneet Bajwa, Ram Rajagopal, Pravin Varaiya, Robert Kavaler:
In-pavement wireless sensor network for vehicle classification. IPSN 2011: 85-96 - [c10]René Osorio Sanchez, Christopher Flores, Roberto Horowitz, Ram Rajagopal, Pravin Varaiya:
Arterial travel time estimation based on vehicle re-identification using magnetic sensors: Performance analysis. ITSC 2011: 997-1002 - [c9]Vladislav Petkov, Ram Rajagopal, Katia Obraczka:
Characterizing Per-Application Network Traffic Using Entropy. MASCOTS 2011: 179-187 - [c8]Adrian Albert, Ram Rajagopal, Raffi Sevlian:
Segmenting consumers using smart meter data. BuildSys@SenSys 2011: 49-50 - 2010
- [j5]Shankar Bhamidi, Ram Rajagopal, Sébastien Roch:
Network delay inference from additive metrics. Random Struct. Algorithms 37(2): 176-203 (2010) - [j4]Karric Kwong, Robert Kavaler, Ram Rajagopal, Pravin Varaiya:
Real-Time Measurement of Link Vehicle Count and Travel Time in a Road Network. IEEE Trans. Intell. Transp. Syst. 11(4): 814-825 (2010) - [c7]Eilyan Bitar, Annarita Giani, Ram Rajagopal, Damiano Varagnolo, Pramod P. Khargonekar, Kameshwar Poolla, Pravin Varaiya:
Optimal contracts for wind power producers in electricity markets. CDC 2010: 1919-1926 - [i5]Ram Rajagopal, XuanLong Nguyen, Sinem Coleri Ergen, Pravin Varaiya:
Simultaneous Sequential Detection of Multiple Interacting Faults. CoRR abs/1012.1258 (2010) - [i4]Raffi Sevlian, Ram Rajagopal:
Travel Time Estimation Using Floating Car Data. CoRR abs/1012.4249 (2010)
2000 – 2009
- 2009
- [b1]Ram Rajagopal:
Large Monitoring Systems: Data Analysis, Design and Deployment. University of California, Berkeley, USA, 2009 - [c6]Jakka Sairamesh, Ram Rajagopal, Ravi Nemana, Keith Argenbright:
Early Warning and Risk Estimation methods based on Unstructured Text in Electronic Medical Records to Improve Patient Adherence and Care. AMIA 2009 - [c5]Andreas Krause, Ram Rajagopal, Anupam Gupta, Carlos Guestrin:
Simultaneous placement and scheduling of sensors. IPSN 2009: 181-192 - 2008
- [j3]Ram Rajagopal, Subramanian Ramamoorthy, Lothar Wenzel, Hugo A. Andrade:
A Rapid Prototyping Tool for Embedded, Real-Time Hierarchical Control Systems. EURASIP J. Embed. Syst. 2008 (2008) - [j2]Subramanian Ramamoorthy, Ram Rajagopal, Lothar Wenzel:
Efficient, incremental coverage of space with a continuous curve. Robotica 26(4): 503-512 (2008) - [c4]Ram Rajagopal, XuanLong Nguyen, Sinem Coleri Ergen, Pravin Varaiya:
Distributed Online Simultaneous Fault Detection for Multiple Sensors. IPSN 2008: 133-144 - [i3]Ram Rajagopal, Martin J. Wainwright:
Network-based consensus averaging with general noisy channels. CoRR abs/0805.0438 (2008) - 2007
- [i2]Ram Rajagopal, Martin J. Wainwright:
Universal Quantile Estimation with Feedback in the Communication-Constrained Setting. CoRR abs/0706.0720 (2007) - 2006
- [c3]Ram Rajagopal, Martin J. Wainwright, Pravin Varaiya:
Universal Quantile Estimation with Feedback in the Communication-Constrained Setting. ISIT 2006: 836-840 - [c2]Subramanian Ramamoorthy, Ram Rajagopal, Qing Ruan, Lothar Wenzel:
Low-Discrepancy Curves and Efficient Coverage of Space. WAFR 2006: 203-218 - [i1]Shankar Bhamidi, Ram Rajagopal, Sébastien Roch:
Network Delay Inference from Additive Metrics. CoRR abs/math/0604367 (2006) - 2003
- [j1]Lothar Wenzel, Ram Rajagopal, Dinesh Nair:
Induced well-distributed sets in Riemannian spaces. ACM Trans. Math. Softw. 29(1): 82-94 (2003) - 2001
- [c1]Ram Rajagopal, Lothar Wenzel:
Peak locations in all-pass signals - the Makhoul Conjecture Challenge. ICASSP 2001: 3961-3964
Coauthor Index
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