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12th e-Energy 2021: Virtual Event, Torino, Italy
- Hermann de Meer, Michela Meo:
e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June - 2 July, 2021. ACM 2021, ISBN 978-1-4503-8333-2 - Lucien Werner, Adam Wierman, Steven H. Low:
Pricing flexibility of shiftable demand in electricity markets. 1-14 - Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang
:
Energon: A Data Acquisition System for Portable Building Analytics. 15-26 - Dominik Danner
Flexibility Disaggregation under Forecast Conditions. 27-38 - Ahlam Althobaiti
Data-driven Energy Theft Detection in Modern Power Grids. 39-48 - Angeliki Anastopoulou, George D. Stamoulis, Iordanis Koutsopoulos:
Efficient Peer-to-Peer Energy Trading Mechanisms with Unreliable Prosumers. 49-59 - Tianyu Zhang
On the Joint Control of Multiple Building Systems with Reinforcement Learning. 60-72 - Yanfang Mo
Optimal Online Algorithms for Peak-Demand Reduction Maximization with Energy Storage. 73-83 - Brad Guanqiao Huang, Fiodar Kazhamiaka, Srinivasan Keshav:
Sizing Solar Panels and Storage for Multiple Roofs. 84-94 - Qun Song, Rui Tan, Chao Ren, Yan Xu:
Understanding Credibility of Adversarial Examples against Smart Grid: A Case Study for Voltage Stability Assessment. 95-106 - Russell Lee, Jessica Maghakian, Mohammad H. Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu:
Online Peak-Aware Energy Scheduling with Untrusted Advice. 107-123 - Jian Sun
Temporal Vulnerability Assessment for Convex Hull Pricing. 124-136 - Ethan King, Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Feng Pan, Matthew R. Oster, Casey J. Perkins
Solving the Dynamics-Aware Economic Dispatch Problem with the Koopman Operator. 137-147 - Pauline Laviron, Xueqi Dai, Bérénice Huquet, Themis Palpanas:
Electricity Demand Activation Extraction: From Known to Unknown Signatures, Using Similarity Search. 148-159 - Jonas Brusokas
HeatFlex: Machine learning based data-driven flexibility prediction for individual heat pumps. 160-170 - Liuzixuan Lin, Victor M. Zavala, Andrew A. Chien:
Evaluating Coupling Models for Cloud Datacenters and Power Grids. 171-184 - Nan Wang, Sid Chi-Kin Chau
Privacy-Preserving Energy Storage Sharing with Blockchain. 185-198 - Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Bergés:
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization. 199-210 - Qing Yang, Hao Wang
Blockchain for Transactive Energy Management of Distributed Energy Resources in Smart Grid. 211-215 - Millen Kanabar
Sizing and management of storage and demand response in the renewables-rich smart power grid. 216-219 - Utkarsha Agwan, Lucas Spangher, William F. Arnold, Tarang Srivastava, Kameshwar Poolla, Costas J. Spanos:
Pricing in Prosumer Aggregations using Reinforcement Learning. 220-224 - Xinlei Chen, Moosa Moghimi Haji, Omid Ardakanian
Disaggregating Solar Generation Using Smart Meter Data and Proxy Measurements from Neighbouring Sites. 225-230 - Frederik vom Scheidt
Probabilistic Forecasting of Household Loads: Effects of Distributed Energy Technologies on Forecast Quality. 231-238 - Florian Kalinke
An Evaluation of NILM Approaches on Industrial Energy-Consumption Data. 239-243 - Zhuo Wei, Hao Wang
Characterizing Residential Load Patterns by Household Demographic and Socioeconomic Factors. 244-248 - Julian Wörmann, Melanie Urban
Neural Network and Correlation based Earth-Fault Localization utilizing a Digital Twin of a Medium-Voltage Grid. 249-253 - Santiago Correa, Zeal Shah, Jay Taneja:
This Little Light of Mine: Electricity Access Mapping Using Night-time Light Data. 254-258 - Henrique Pötter, Stephen Lee, Daniel Mossé:
Towards Privacy-preserving Framework for Non-Intrusive Load Monitoring. 259-263 - Kyri Baker:
Solutions of DC OPF are Never AC Feasible. 264-268 - Sanja Stark, Anna Volkova
Why Your Power System Restoration Does Not Work and What the ICT System Can Do About It. 269-273
Posters
- Benedict Herzog
Towards Automated System-Level Energy-Efficiency Optimisation using Machine Learning: Poster. 274-275 - Fuli Qiao, Shan Lin:
Data-driven prediction of fine-grained EV charging behaviors in public charging stations: Poster. 276-277 - Yvenn Amara-Ouali, Pascal Massart, Jean-Michel Poggi, Yannig Goude, Hui Yan:
A review of electric vehicle charging session open data: Poster. 278-279 - Himanshu V. Dubara, Mahesh Parihar, Krithi Ramamritham:
Smart Energy Meter Calibration: An Edge Computation Method: Poster. 280-281 - Niels Ørbæk Chemnitz, Philippe Bonnet
Unionized Data Governance in Virtual Power Plants: Poster. 282-283 - Stefan Meisenbacher
Smart Charging of Electric Vehicles with Cloud-based Optimization and a Lightweight User Interface: A Real-World Application in the Energy Lab 2.0: Poster. 284-285 - Zhenyu Wang, Hao Wang
Analyzing Seasonal Variation in Residential Load Patterns via Two-Stage Clustering and Relative Entropy: Poster. 286-287 - Rahul Roy
Understanding controlled EV charging impacts using scenario-based forecasting models: Poster. 288-289 - Nastaran Naseri, Saber Talari, Wolfgang Ketter
Sustainable Smart Electricity Markets: Designing Tariffs Using Multi-Agent Simulation: Poster. 290-291 - Thomas Wolgast
Towards Reinforcement Learning for Vulnerability Detection in Power Systems and Markets: Poster. 292-293 - Suman Rath
Stealthy Rootkit Attacks on Cyber-Physical Microgrids: Poster. 294-295 - Sean Yaw, Richard S. Middleton:
Computational Challenges to Realizing Large-Scale CO2 Capture and Storage: Poster. 296-297 - Benjamin Völker, Marc Pfeifer, Florian Wolling
Introducing MILM: A Hybrid Minimal-Intrusive Load Monitoring Approach: Poster. 298-299 - Stefan Reif, Benedict Herzog
AI Waste Prevention: Time and Power Estimation for Edge Tensor Processing Units: Poster. 300-301
WEEE Workshop
- Walid A. Hanafy, Tergel Molom-Ochir, Rohan Shenoy:
Design Considerations for Energy-efficient Inference on Edge Devices. 302-308 - Benedict Herzog
Automated Selection of Energy-efficient Operating System Configurations. 309-315 - Gaosheng Liu
Self-Sustainable Cyber-Physical Systems with Collaborative Intermittent Computing. 316-321 - Vincenzo Mancuso, Paolo Castagno, Matteo Sereno:
Efficiency of Virtualization over MEC plus Cloud. 322-327 - Barzan A. Yosuf, Sanaa H. Mohamed, Mohammed Moawad Alenazi
Energy-Efficient AI over a Virtualized Cloud Fog Network. 328-334
EnergyVis II Workshop
- Paul Diaz, Kristi Potter, Graham Johnson
Uncertainty Visualization for Renewable Energy Potential. 335-340 - Zhihan Yang, Nigel H. Goddard, Lynda Webb, Huiwei Chen:
Electrical Appliance Usage Timeline Data Visualization: Machinima and Dynamic Circle. 341-344 - Paul Edwards, Haiku Sky, Venkat Krishnan:
RAVIS: Resource Forecast and Ramp Visualization for Situational Awareness of Variable Renewable Generation. 345-354 - Nicholas Brunhart-Lupo, Shashank Yellapantula, Kenny Gruchalla, Ray W. Grout:
Visualization of Jet Impingement and Ignition in a Piston-cylinder Chamber. 355-361 - Luiz Augusto de Macêdo Morais
Lumiphys: Designing a Long-Term Energy Physicalization to Democratize Smart Campus Data. 362-366 - Shaylin Chetty, Hao Wang
Visualising the Effect of COVID-19 on Electricity Consumption in Victoria, Australia. 367-371 - Kinshuk Panda, Ryan King, Jonathan Maack
Visualization of Multi-Fidelity Approximations of Stochastic Economic Dispatch. 372-376 - Tushar M. Athawale, Brooke J. Stanislawski, Sudhanshu Sane, Chris R. Johnson:
Visualizing Interactions Between Solar Photovoltaic Farms and the Atmospheric Boundary Layer. 377-381 - Amal Alshardy, Sarah Goodwin
Data Visualisation for Remote Area Electrification Decision-Making: A Case Study of Indonesia. 382-388 - Vita Sakele, Zane Broka
BBEMA: Dashboard for Baltic Balancing Energy Market Analysis. 389-395 - Andrew Cunningham
Towards Embodied Interaction for Geospatial Energy Sector Analytics in Immersive Environments. 396-400 - Haowen Xu, Anne Berres, Chieh Ross Wang, Tim J. LaClair, Jibonananda Sanyal:
Visualizing Vehicle Acceleration and Braking Energy at Intersections along a Major Traffic Corridor. 401-405 - Sarah Goodwin
Informed Dashboard Designs for Microgrid Electricity Market Operators. 406-411 - Katerina Vrotsou, Wiktoria Glad:
Visualizing thermal comfort in residential passive house designs. 412-416
E^2DC Workshop
- Alexander S. Rumyantsev
A Three-Level Modelling Approach for Asynchronous Speed Scaling in High-Performance Data Centres. 417-423 - Albin Heimerson, Rickard Brännvall, Johannes Sjölund, Johan Eker, Jonas Gustafsson
Towards a Holistic Controller: Reinforcement Learning for Data Center Control. 424-429 - Julia Lindberg
A Guide to Reducing Carbon Emissions through Data Center Geographical Load Shifting. 430-436 - Rohit Gupta
Energy and Exergy-Aware Workload Assignment for Air-Cooled Data Centers. 437-442 - Marcel Antal, Tudor Cioara, Ionut Anghel, Claudia Antal, Ioan Salomie:
Flexibility Management of Data Centers to Provide Energy Services in the Smart Grid. 443-449
AMLIES Workshop
- Yu-Wen Lin, Tsz Ling Elaine Tang, Costas J. Spanos:
Hybrid Approach for Digital Twins in the Built Environment. 450-457 - Sanmukh R. Kuppannagari
Spatio-Temporal Missing Data Imputation for Smart Power Grids. 458-465 - Spiros Chadoulos
One model fits all: Individualized household energy demand forecasting with a single deep learning model. 466-474 - Alexander Ladd, Kwan Ho Ryan Chan, Sam Nguyen, Jose Cadena, Brenda Ng:
End-to-End Framework for Imputation and State Discovery in Longitudinal Energy Data. 475-482 - Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Costas J. Spanos:
Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response. 483-487 - William F. Arnold, Tarang Srivastava, Lucas Spangher, Utkarsha Agwan, Costas J. Spanos:
Adapting Surprise Minimizing Reinforcement Learning Techniques for Transactive Control. 488-492 - Saptarshi Bhattacharya, Himanshu Sharma
Towards Learning-Based Architectures for Sensor Impact Evaluation in Building Controls. 493-498 - Yifu Ding, Malcolm McCulloch:
Additive Gaussian process prediction for electrical loads compared with deep learning models. 499-506
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