Conference Program
EU Mirror / NA Mirror
Since this year’s conference will be held online, we will stream the replay of each presentation at two different times to accomodate different time zones. Authors will record their presentation in advance and may choose to present live at either one of the mirrors. Q&A will be done either in person (when the author presents live), or offline via chat (when the author is unable to attend due to timezone, and a recording is used instead).
Please note that the weekday of the program reflects the current weekday in the timezone that names the mirror.
All three keynotes are live and will be held synchronously at 9:00 am EDT (NA mirror) / 3:00pm CEST (EU Mirror)
The SIGEnergy community meeting is also held synchronously at 11:30 am EDT (NA mirror) / 5:30pm CEST (EU Mirror) on Thursday June 30.
A unified workshop schedule is available for download here.
The proceedings are available online at https://dl.acm.org/doi/proceedings/10.1145/3538637.
Wednesday, June 29, 2022
Federated Office Plug-Load Identification for Building Management Systems
René Schwermer, Jonas Buchberger, and Ruben Mayer (Technical University of Munich); Hans-Arno Jacobsen (University of Toronto)
Full Paper
MODES: Multi-sensor Occupancy Data-driven Estimation System for Smart Buildings
Hamid Rajabi, Zhizhang Hu, Xianzhong Ding, Shijia Pan, Wan Du, and Alberto Cerpa (University of California, Merced)
Full Paper
Towards Lifelong Thermal Comfort Prediction: Online Multi-task Learning with Metaknowledge Base
Zimu Zheng (Huawei Cloud); Puhan Luo (University of Science and Technology of China); Yunzhe Li (Shanghai Jiao Tong University); Siqi Luo, Jiaheng Jian, and Zhiwei Huang (Huawei Cloud)
Full Paper
Beobench: A Toolkit for Unified Access to Building Simulations for Reinforcement Learning
Arduin Findeis (University of Cambridge); Fiodar Kazhamiaka (Stanford University); Scott Jeen (University of Cambridge); Srinivasan Keshav (University of Cambridge & University of Waterloo)
Notes Paper
Occupant-Oriented Economic Model Predictive Control for Demand Response in Buildings
Moritz Frahm, Philipp Zwickel, Jan Wachter, Felix Langner, Pascal Strauch, Jörg Matthes, and Veit Hagenmeyer (Karlsruhe Institute of Technology)
Notes Paper
Behavior Testing of Load Forecasting Models using BuildChecks
Yang Deng, Jiaqi Fan, Hao Jiang, Fang He, Dan Wang, Ao Li, and Fu Xiao (The Hong Kong Polytechnic University)
Notes Paper
DACF: Day-ahead Carbon Intensity Forecasting of Power Grids using Machine Learning
Diptyaroop Maji (University of Massachusetts Amherst); Ramesh K. Sitaraman (UMass Amherst & Akamai Tech); Prashant Shenoy (University of Massachusetts Amherst)
Notes Paper
A Benchmark of Electric Vehicle Load and Occupancy Models for Day-Ahead Forecasting on Open Charging Session Data
Yvenn Amara-Ouali (Université Paris-Saclay, LMO Orsay, CELESTE Inria); Yannig Goude and Bachir Hamrouche (EDF R&D); Matthew Bishara (EDF Inc)
Full Paper
A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning
Akansha Singh Bansal (CIRA Colorado); Trapit Bansal and David Irwin (University of Massachusetts Amherst)
Full Paper
Fed-GBM: A Cost-effective Federated Gradient Boosting Tree for Non-Intrusive Load Monitoring
Xiaomin Chang, Wei Li, and Albert Zomaya (The University of Sydney)
Full Paper
Efficient Neural Network Representations for Energy Data Analytics on Embedded Systems
Mazen Bouchur and Andreas Reinhardt (TU Clausthal)
Full Paper
Enhancing Anomaly Detection Methods for Energy Time Series Using Latent Space Data Representations
Marian Turowski, Benedikt Heidrich, and Kaleb Phipps (Karlsruhe Institute of Technology); Kai Schmieder (Fraunhofer Institute for Industrial Engineering IAO); Oliver Neumann, Ralf Mikut, and Veit Hagenmeyer (Karlsruhe Institute of Technology)
Full Paper
EVSense: A Robust and Scalable Approach to Non-Intrusive EV Charging Detection
Xudong Wang (The Chinese University of Hong Kong, Shenzhen); Guoming Tang and Yi Wang (Peng Cheng Laboratory); Srinivasan Keshav (University of Cambridge & University of Waterloo); Yu Zhang (The Chinese University of Hong Kong)
Full Paper
Thursday, June 30, 2022
Efficient Methods for Approximating the Shapley Value for Asset Sharing in Energy Communities
Sho Cremers and Valentin Robu (CWI, National Research Center for Mathematics and Computer Science, Amsterdam); Daan Hofman, Titus Naber, and Kawin Zheng (Delft University of Technology); Sonam Norbu (Heriot-Watt University)
Notes Paper
Optimal Sizing and Scheduling of Community Battery Storage within a Local Market
Nam Trong Dinh, S. Ali Pourmousavi, Sahand Karimi-Arpanahi, Yogesh Pipada Sunil Kumar, Mingyu Guo, and Derek Abbott (The University of Adelaide); Jon A. R. Liisberg (Watts A/S)
Full Paper
Equilibrium Analysis of Electricity Markets with Day-Ahead Market Power Mitigation and Real-Time Intercept Bidding
Rajni Kant Bansal (Johns Hopkins University); Yue Chen (The Chinese University of Hong Kong); Pengcheng You (Peking University); Enrique Mallada (Johns Hopkins University)
Full Paper
Fairness vs Welfare: a Hybrid Congestion Aftermarket
Brinn Hekkelman and Han La Poutré (Centrum Wiskunde & Informatica (CWI))
Full Paper
Distribution-Level Markets under High Renewable Energy Penetration
(Best Paper Award Candidate)Peizhong Ju (School of Electrical and Computer Engineering, Purdue University); Xiaojun Lin (Purdue University, USA); Jianwei Huang (The Chinese University of Hong Kong, Shenzhen)
Full Paper
Optimal Green Certificate Auction Design Embedding Economic Dispatch
Haoxiang Wang (Tsinghua University); Chenye Wu (The Chinese University of Hong Kong, Shenzhen)
Full Paper
CIMTrade: Continuous Intraday Market Trading model for a DER aggregator
Smita Lokhande, Venkatesh Sarangan, Vishnu Menon, Ashutosh Prajapati, Yogesh Bichpuriya, Narayanan Rajagopal, and Nidhisha Mahilong (TCS Research)
Full Paper
GOFLEX: Extracting, Aggregating and Trading Flexibility based on FlexOffers for 500+ Prosumers in 3 European cities [Operational Systems Paper]
Bijay Neupane, Laurynas Siksnys, Torben Bach Pedersen, and Rikke Hagensby Jensen (Aalborg University); Muhammad Aftab (Vestas); Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, and Seshu Tirupathi (IBM Research Ireland); Gregor Cerne (INEA d.o.o.); Saso Brus (RENN Solutions d.o.o.); Ioannis Papageorgiou (Electricity Authority of Cyprus); Gerhard Meindl (SWW Wunsiedel); Pierre Roduit (University of Applied Sciences Western Switzerland)
Operational Systems Paper
Online distributed pricing-based control of DR resources with competitive guarantees
Siyuan Xu, Liren Yu, and Xiaojun Lin (Purdue University); Jin Dong and Yaosuo Xue (Oak Ridge National Laboratory)
Full Paper
Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach
Yuexin Bian (University of California San Diego); Ningkun Zheng (Columbia University); Yang Zheng (University of California San Diego); Bolun Xu (Columbia University); Yuanyuan Shi (University of California San Diego)
Full Paper
A Genetic Algorithm for Finding Microgrid Cable Layouts
Max Göttlicher and Matthias Wolf (Karlsruhe Institute of Technology)
Full Paper
Competitive Prediction-Aware Online Algorithms for Energy Generation Scheduling in Microgrids
(Best Paper Award Candidate)Ali Menati (City University of Hong Kong); Sid Chi-Kin Chau (Australian National University); Minghua Chen (City University of Hong Kong)
Full Paper
Friday, July 1, 2022
LIVE: Best paper awards and announcements for 2023 (NA time)
Computational Analysis of Impedance Transformations for Four-Wire Power Networks with Sparse Neutral Grounding
Frederik Geth and Rahmat Heidarihaei (CSIRO); Arpan Koirala (KU Leuven)
Full Paper
An Iterative Approach to Improving Solution Quality for AC Optimal Power Flow Problems
(Best Paper Award Candidate)Ling Zhang and Baosen Zhang (UW)
Full Paper
Robust Online Voltage Control with an Unknown Grid Topology
(Best Paper Award Candidate)Christopher Yeh and Jing Yu (California Institute of Technology); Yuanyuan Shi (University of California, San Diego); Adam Wierman (California Institute of Technology)
Full Paper
Modelling Power Systems as Flat Hybrid Automata for Controlled Line Switching
Frederik Zahn and Veit Hagenmeyer (Karlsruhe Institute of Technology)
Notes Paper
Towards Line-Restricted Dispatchable Feeders using Probabilistic Forecasts for PV-Dominated Low-Voltage Distribution Grids
Dorina Werling, Benedikt Heidrich, Hüseyin K. Çakmak, and Veit Hagenmeyer (Karlsruhe Institute of Technology)
Notes Paper
Symmetrical components analysis for managing phase imbalance in EV charge scheduling
Diego Acuña, Andrés Ferragut, Fernando Paganini, and Enrique Briglia (Universidad ORT Uruguay)
Notes Paper
LIVE: Best paper awards and announcements for 2023 (EU time)
Blockchain-Enabled Decentralized Privacy-Preserving Group Purchasing for Retail Energy Plans
Sid Chi-Kin Chau and Yue Zhou (Australian National University)
Full Paper
Diesel GenSat: Using Satellite Data to Detect Diesel-Powered Irrigation for Guiding Electrification in Ethiopia
June Lukuyu (University of Massachusetts Amherst); Gunther Bensch (Rheinisch-Westfälisches Institut für Wirtschaftsforschung (RWI)); Terence Conlon (Columbia University); Anvita Patel (University of Massachusetts Amherst); Vijay Modi (Columbia University); Jay Taneja (University of Massachusetts Amherst)
Full Paper
On the Advantages of P2P ML on Mobile Devices
Robert Basmadjian (Clausthal University of Technology); Karim Boubouh and Amine Boussetta (UM6P); Rachid Guerraoui (EPFL); Alexandre Maurer (UM6P)
Full Paper
POET: Towards Power-System-Aware E-Taxi Coordination under Dynamic Passenger Mobility
Yukun Yuan, Yue Zhao, and Shan Lin (Stony Brook University)
Full Paper
Please email the TPC Chairs Adam Wierman, Na Li, and Julian de Hoog with any questions you may have.
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