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ORCID10th e-Energy 2019: Phoenix, AZ, USA
- Proceedings of the Tenth ACM International Conference on Future Energy Systems, e-Energy 2019, Phoenix, AZ, USA, June 25-28, 2019. ACM 2019, ISBN 978-1-4503-6671-7
Energy Prediction
- Yize Chen, Yushi Tan, Baosen Zhang:
Exploiting Vulnerabilities of Load Forecasting Through Adversarial Attacks. 1-11 - Ali Hooshmand, Ratnesh Sharma:
Energy Predictive Models with Limited Data using Transfer Learning. 12-16
Smart Buildings I
- Benjamin Völker
, Philipp M. Scholl, Bernd Becker:
Semi-Automatic Generation and Labeling of Training Data for Non-intrusive Load Monitoring. 17-23 - Shalini Pandey, George Karypis:
Structured Dictionary Learning for Energy Disaggregation. 24-34 - Tianyu Zhang, Abdullah Al Zishan, Omid Ardakanian:
ODToolkit: A Toolkit for Building Occupancy Detection. 35-46 - Kriti Kumar, M. Girish Chandra, Achanna Anil Kumar, Naveen Kumar Thokala:
Low Sampling Rate Electrical Load Disaggregation Using Dictionary Representation and Graph Signal Smoothness. 47-51 - Ahmad Nadeem, Naveed Arshad:
PRECON: Pakistan Residential Electricity Consumption Dataset. 52-57
Smart Buildings II
- Thomas Kriechbaumer, Daniel Jorde, Hans-Arno Jacobsen:
Waveform Signal Entropy and Compression Study of Whole-Building Energy Datasets. 58-67 - Jakob Hviid, Aslak Johansen, Fisayo Caleb Sangogboye, Mikkel Baun Kjærgaard:
Enabling Auto-Configuring Building Services: The Road to Affordable Portable Applications for Smart Grid Integration. 68-77 - Arun Vishwanath, Yu-Heng Hong, Charles Blake:
Experimental Evaluation of a Data Driven Cooling Optimization Framework for HVAC Control in Commercial Buildings. 78-88 - Nilavra Pathak, James R. Foulds, Nirmalya Roy, Nilanjan Banerjee, Ryan W. Robucci:
A Bayesian Data Analytics Approach to Buildings' Thermal Parameter Estimation. 89-99
Energy Markets
- Jianing Zhai, Sid Chi-Kin Chau, Minghua Chen:
Stay or Switch: Competitive Online Algorithms for Energy Plan Selection in Energy Markets with Retail Choice. 100-110 - Fabio Lilliu, Meritxell Vinyals, Roman Denysiuk, Diego Reforgiato Recupero:
A novel payment scheme for trading renewable energy in smart grid. 111-115 - Ali Khodabakhsh, Jimmy Horn, Evdokia Nikolova, Emmanouil Pountourakis:
Prosumer Pricing, Incentives and Fairness. 116-120 - Easwar Subramanian, Yogesh Bichpuriya, Avinash Achar, Sanjay P. Bhat, Abhay Pratap Singh, Venkatesh Sarangan, Akshaya Natarajan:
lEarn: A Reinforcement Learning Based Bidding Strategy for Generators in Single sided Energy Markets. 121-127
Electric Vehicles/Batteries
- Ammar Alyousef, Hermann de Meer:
Design of a TCP-like Smart Charging Controller for Power Quality in Electrical Distribution Systems. 128-138 - Zachary J. Lee, Tongxin Li, Steven H. Low:
ACN-Data: Analysis and Applications of an Open EV Charging Dataset. 139-149 - Eugene Kim, Bin Wu, Kang G. Shin, Jinkyu Lee, Liang He:
Adaptive Battery Diagnosis/Prognosis for Efficient Operation. 150-159 - Christian Gorenflo, Lukasz Golab, Srinivasan Keshav:
Mitigating Trust Issues in Electric Vehicle Charging using a Blockchain. 160-164 - Chuan Wang, Hung D. Nguyen:
Steady-state Voltage Profile and Long-term Voltage Stability of Electrified Road with Wireless Dynamic Charging. 165-169
Flexibility Optimization
- Laurynas Siksnys, Torben Bach Pedersen, Muhammad Aftab, Bijay Neupane:
Flexibility Modeling, Management, and Trading in Bottom-up Cellular Energy Systems. 170-180 - Lukas Barth, Dorothea Wagner:
Shaving Peaks by Augmenting the Dependency Graph. 181-191 - Thomas Stüber, Florian Heimgaertner, Michael Menth:
Day-Ahead Optimization of Production Schedules for Saving Electrical Energy Costs. 192-203 - Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna:
Approximate Scheduling of DERs with Discrete Complex Injections. 204-214
Energy System Solutions
- Sid Chi-Kin Chau, Jiajia Xu, Wilson Bow, Khaled M. Elbassioni:
Peer-to-Peer Energy Sharing: Effective Cost-Sharing Mechanisms and Social Efficiency. 215-225 - Diego Kiedanski, Ariel Orda, Daniel Kofman:
The effect of ramp constraints on coalitional storage games. 226-238 - Baihong Qi, Mohammad Rashedi, Omid Ardakanian:
EnergyBoost: Learning-based Control of Home Batteries. 239-250 - Sun Sun, Fiodar Kazhamiaka, Srinivasan Keshav, Catherine Rosenberg:
Using Synthetic Traces for Robust Energy System Sizing. 251-262 - Angelos K. Marnerides, Vasileios Giotsas, Troy Mursch:
Identifying infected energy systems in the wild. 263-267 - Santiago Correa, Noman Bashir, Jesús Omana Iglesias, Candace Saffery, Jay Taneja:
Like a Good Neighbor, Solar is There. 268-272
Data Centers/Energy Efficiency
- Liang Zhou, Laxmi N. Bhuyan, K. K. Ramakrishnan:
DREAM: DistRibuted Energy-Aware traffic Management for Data Center Networks. 273-284 - Yijia Zhang, Ioannis Ch. Paschalidis, Ayse K. Coskun:
Data Center Participation in Demand Response Programs with Quality-of-Service Guarantees. 285-302 - Vani Gupta, Prashant J. Shenoy, Ramesh K. Sitaraman:
Combining Renewable Solar and Open Air Cooling for Greening Internet-Scale Distributed Networks. 303-314 - Zhenheng Tang, Yuxin Wang, Qiang Wang, Xiaowen Chu:
The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study. 315-325 - Sohaib Ahmad, Arielle Rosenthal, Mohammad Hassan Hajiesmaili, Ramesh K. Sitaraman:
Learning from Optimal: Energy Procurement Strategies for Data Centers. 326-330
Grid Operation
- Kuraganti Chetan Kumar, Gurunath Gurrala, Rajesh Sundaresan:
A Sequential Testing Framework for Identifying a Transmission Line Outage in a Power System. 331-342 - Sindri Magnússon, Carlo Fischione, Na Li:
Optimal Voltage Control Using Event Triggered Communication. 343-354 - Abdullah Al Maruf, Mohammad Ostadijafari, Anamika Dubey, Sandip Roy:
Small-Signal Stability Analysis for Droop-Controlled Inverter-based Microgrids with Losses and Filtering. 355-366
Poster Presentations
- Ying Ying Beh, David Ripper, Shyam Shiv Kumar, Hou Nam U, Hansani Weeratunge, Guillermo Narsilio, Saman K. Halgamuge, Julian de Hoog, Ramachandra Rao Kolluri:
Experimental Platform for Measuring the Impacts of Different Charging Strategies on Battery Degradation. 367-369 - Anish Jindal, Angelos K. Marnerides, Andrew Scott, David Hutchison:
Identifying Security Challenges in Renewable Energy Systems: A Wind Turbine Case Study. 370-372 - Matthias Kahl, Thomas Kriechbaumer, Daniel Jorde, Anwar Ul Haq, Hans-Arno Jacobsen:
Appliance Event Detection - A Multivariate, Supervised Classification Approach. 373-375 - Julian de Hoog, Ramachandra Rao Kolluri, Fatemeh Jalali, Sangchul Lee:
Rooftop Solar Photovoltaic Power Forecasting Using Characteristic Generation Profiles. 376-377 - Ali Alshawish, Hermann de Meer:
Risk-based Decision-Support for Vulnerability Remediation in Electric Power Networks. 378-380 - Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi:
AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids. 381-382 - Caleb Whitman, Sean Yaw, Richard S. Middleton, Brendan A. Hoover, Kevin M. Ellett:
Efficient Design of CO2 Capture and Storage Infrastructure. 383-384 - Huifen Zhou, Zhangshuan Hou, Pavel V. Etingov, Yuan Liu:
Machine Learning of Commercial and Residential Load Components in the Northwestern United States. 385-387 - Ramachandra Rao Kolluri, Julian de Hoog, Olivia J. Smith, Iven Mareels:
Microgrid Design: A Piecewise Linear Approach. 388-390 - Xiaoqi Tan, Alberto Leon-Garcia, Bo Sun, Danny H. K. Tsang:
A Novel Online Mechanism for Demand-Side Flexibility Management under Arbitrary Arrivals. 391-392 - Wenjie Xu, Qingyu Liu, Minghua Chen, Haibo Zeng:
Opportunistic Driving: a Critical Design Space for Reducing Fuel Consumption of Timely Long-Haul Truck Transportation. 393-395 - Danica Vukadinovic Greetham, Georgios Giasemidis:
Energy maps for Small and Medium Enterprises. 396-397 - Indrasis Chakraborty, Soumya Kundu, Karanjit Kalsi:
Modeling Flexibility in Uncertain Distributed Energy Resources. 398-399 - Athanasios Tsiligkaridis, Ioannis Ch. Paschalidis, Ayse K. Coskun:
Data Center Demand Response Pricing Using Inverse Optimization. 400-402 - Narendhar Gugulothu, Easwar Subramanian:
Load Forecasting in Energy Markets: An Approach Using Sparse Neural Networks. 403-405 - Dominik Danner, Wolfgang J. Duschl, Hermann de Meer:
Fair Charging Service Allocation for Electric Vehicles in the Power Distribution Grid. 406-408 - Kaixuan Chen, Yiwei Qiu, Jin Lin, Yonghua Song:
A Data-Driven Reduced-Order Modeling Method for Dynamic Wind Farm Control. 409-410 - Zachary J. Lee, Daniel Johansson, Steven H. Low:
ACN-Sim: An Open-Source Simulator for Data-Driven Electric Vehicle Charging Research. 411-412 - Martin C. Bor, Angelos K. Marnerides, Andy Molineux, Steve Wattam, Utz Rödig:
Adversarial Machine Learning in Smart Energy Systems. 413-415 - M. Sinha, Mayank Panwar, Rahul Kadavil, Tanveer Hussain, Siddharth Suryanarayanan, Milorad Papic:
Optimal Load Shedding for Mitigation of Cascading Failures in Power Grids. 416-418 - Sarwan Ali, Haris Mansoor, Naveed Arshad, Imdadullah Khan:
Short Term Load Forecasting using Smart Meter Data. 419-421 - K. R. Sahasranand, Biswajeet Rout, Ashish Joglekar, Gurunath Gurrala, Himanshu Tyagi:
Fault-Aware Compression for High Sampling Rate Data Acquisition in Smart Grids. 422-424 - Alexander J. M. Kell, Matthew Forshaw, A. Stephen McGough:
Modelling Carbon Tax in the UK Electricity Market using an Agent-Based Model. 425-427 - Benedict Herzog, Timo Hönig, Wolfgang Schröder-Preikschat, Max Plauth, Sven Köhler, Andreas Polze:
Bridging the Gap: Energy-efficient Execution of Software Workloads on Heterogeneous Hardware Components. 428-430 - Xueping Liang, Sachin Shetty:
A State-aware Proof of Stake Consensus Protocol for Power System Resilience. 431-432 - Philipp Staudt, Patrick Jochem, Steven O. Kimbrough:
Marketing Risk of Renewable Generators. 433-435 - Emin Ucer, Mithat C. Kisacikoglu, Murat Yuksel:
Analysis of AIMD Algorithm for EV Charging. 436-438
Workshop on Energy Data and Analytics (EDA)
- Marnie E. Shaw, Björn C. P. Sturmberg, Lin Guo, Xinyu Gao, Elizabeth L. Ratnam, Lachlan Blackhall:
The NextGen Energy Storage trial in the ACT, Australia. 439-442 - Benjamin Rausch, Philipp Staudt, Christof Weinhardt:
Transmission Grid Congestion Data and Directions for Future Research. 443-446 - Chung Ming Cheung, Sanmukh Rao Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna:
Towards Improved Real-Time Observability of Behind-Meter PhotoVoltaic Systems: A Data-Driven Approach. 447-455 - Georg Steinbuss, Benedikt Rzepka, Simon Bischof, Thomas Blank, Klemens Böhm:
FOBSS: Monitoring Data from a Modular Battery System. 456-459 - Nicole Ludwig, Lukas Barth, Dorothea Wagner, Veit Hagenmeyer:
Industrial Demand-Side Flexibility: A Benchmark Data Set. 460-473 - Michael Vollmer, Adrian Englhardt, Holger Trittenbach, Pawel Bielski, Shahab Karrari, Klemens Böhm:
Energy Time-Series Features for Emerging Applications on the Basis of Human-Readable Machine Descriptions. 474-481 - Dominik Werle, Daniel Warzel, Simon Bischof, Anne Koziolek, Holger Trittenbach, Klemens Böhm:
The Effect of Temporal Aggregation on Battery Sizing for Peak Shaving. 482-485
Workshop on Applied Machine Learning for Intelligent Energy Systems (AMLIES)
- Jian Xu, Ross Baldick:
Day-Ahead Price Forecasting in ERCOT Market Using Neural Network Approaches. 486-491 - Yimin Chen, Vikas Chandan, Yunzhi Huang, M. Jan E. Alam, Osman Ahmed, Lane D. Smith:
Coordination of Behind-the-Meter Energy Storage and Building Loads: Optimization with Deep Learning Model. 492-499 - Indrasis Chakraborty, Soumya Kundu, Yuan Liu, Pavel V. Etingov:
Cross-Categorical Transfer Learning based Composite Load Protection Modeling. 500-507 - Indrasis Chakraborty, Vikas Chandan, Draguna L. Vrabie:
A sequential DNN based Baseline Energy Prediction Framework with Long term Error Mitigation. 508-515 - Nasheen Nur, Siddharth Sridhar, Seemita Pal, Aditya Ashok, Vinay C. Amatya:
A Clustering Approach for Consumer Baselining and Anomaly Detection in Transactive Control. 516-521 - Jin Dong, Thiagarajan Ramachandran, Piljae Im, Sen Huang, Vikas Chandan, Draguna L. Vrabie, P. Teja Kuruganti:
Online Learning for Commercial Buildings. 522-530 - Zaid Bin Tariq, M. Hossain Toufiq Imam, Koushik Kar, Sandipan Mishra:
Experimental Evaluation of Data-Driven Predictive Indoor Thermal Management. 531-535 - Fiodar Kazhamiaka, Srinivasan Keshav, Catherine Rosenberg:
Adaptive Battery Control with Neural Networks. 536-543
Workshop on Electricity Market Engineering (EME)
- Christof Weinhardt, Esther Mengelkamp, Wilhelm Cramer, Sarah Hambridge, Alexander Hobert, Enrique Kremers, Wolfgang Otter, Pierre Pinson, Verena Tiefenbeck, Michel Zade:
How far along are Local Energy Markets in the DACH+ Region?: A Comparative Market Engineering Approach. 544-549 - Manuel Garcia, Ross Baldick:
Real-Time Co-Optimization: Interdependent Reserve Types for Primary Frequency Response. 550-555 - Alexander J. M. Kell, Matthew Forshaw, A. Stephen McGough:
ElecSim: Monte-Carlo Open-Source Agent-Based Model to Inform Policy for Long-Term Electricity Planning. 556-565
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