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13th e-Energy 2022: Virtual Event
- Sebastian Lehnhoff, David E. Irwin, Dan Wang:
e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022 - 1 July 2022. ACM 2022, ISBN 978-1-4503-9397-3
Conference Papers
- Max Göttlicher, Matthias Wolf
:
A genetic algorithm for finding microgrid cable layouts. 1-16 - Siyuan Xu, Liren Yu, Xiaojun Lin, Jin Dong, Yaosuo Xue
Online distributed price-based control of DR resources with competitive guarantees. 17-33 - Nam Trong Dinh
Optimal sizing and scheduling of community battery storage within a local market. 34-46 - Rajni Kant Bansal, Yue Chen, Pengcheng You, Enrique Mallada:
Equilibrium analysis of electricity markets with day-ahead market power mitigation and real-time intercept bidding. 47-62 - Xiaomin Chang
Fed-GBM: a cost-effective federated gradient boosting tree for non-intrusive load monitoring. 63-75 - Yang Deng, Jiaqi Fan
Behavior testing of load forecasting models using BuildChecks. 76-80 - Mazen Bouchur, Andreas Reinhardt:
Efficient neural network representations for energy data analytics on embedded systems. 81-92 - Brinn Hekkelman
Fairness vs welfare: a hybrid congestion aftermarket. 93-104 - Frederik Geth, Rahmat Heidari
Computational analysis of impedance transformations for four-wire power networks with sparse neutral grounding. 105-113 - René Schwermer
Federated office plug-load identification for building management systems. 114-126 - Peizhong Ju, Xiaojun Lin, Jianwei Huang:
Distribution-level markets under high renewable energy penetration. 127-156 - Haoxiang Wang
Optimal green certificate auction design embedding economic dispatch. 157-171 - Sid Chi-Kin Chau
Blockchain-enabled decentralized privacy-preserving group purchasing for retail energy plans. 172-187 - Diptyaroop Maji
DACF: day-ahead carbon intensity forecasting of power grids using machine learning. 188-192 - Yvenn Amara-Ouali, Yannig Goude, Bachir Hamrouche, Matthew Bishara:
A benchmark of electric vehicle load and occupancy models for day-ahead forecasting on open charging session data. 193-207 - Marian Turowski
Enhancing anomaly detection methods for energy time series using latent space data representations. 208-227 - Hamid Rajabi, Zhizhang Hu, Xianzhong Ding
MODES: multi-sensor occupancy data-driven estimation system for smart buildings. 228-239 - Christopher Yeh, Jing Yu, Yuanyuan Shi, Adam Wierman:
Robust online voltage control with an unknown grid topology. 240-250 - Akansha Singh Bansal, Trapit Bansal, David E. Irwin:
A moment in the sun: solar nowcasting from multispectral satellite data using self-supervised learning. 251-262 - Zimu Zheng, Puhan Luo, Yunzhe Li, Siqi Luo, Jiaheng Jian, Zhiwei Huang:
Towards lifelong thermal comfort prediction with KubeEdge-sedna: online multi-task learning with metaknowledge base. 263-276 - Smita Lokhande, Venkatesh Sarangan, Vishnu P. Menon, Ashutosh Prajapati, Yogesh Bichpuriya, Narayanan Rajagopal, Nidhisha Mahilong:
CIMTrade: continuous intraday market trading model for a DER aggregator. 277-288 - Ling Zhang, Baosen Zhang:
An iterative approach to improving solution quality for AC optimal power flow problems. 289-301 - Frederik Zahn, Veit Hagenmeyer:
Modelling power systems as flat hybrid automata for controlled line switching. 302-306 - Xudong Wang
EVSense: a robust and scalable approach to non-intrusive EV charging detection. 307-319 - Sho Cremers
Efficient methods for approximating the shapley value for asset sharing in energy communities. 320-324 - June Lukuyu
Diesel GenSat: using satellite data to detect diesel-powered irrigation for guiding electrification in Ethiopia. 325-337 - Robert Basmadjian, Karim Boubouh
On the advantages of P2P ML on mobile devices. 338-353 - Moritz Frahm
Occupant-oriented economic model predictive control for demand response in buildings. 354-360 - Bijay Neupane, Laurynas Siksnys, Torben Bach Pedersen, Rikke Hagensby Jensen
GOFLEX: extracting, aggregating and trading flexibility based on FlexOffers for 500+ prosumers in 3 European cities [operational systems paper]. 361-373 - Arduin Findeis, Fiodar Kazhamiaka, Scott Jeen, Srinivasan Keshav:
Beobench: a toolkit for unified access to building simulations for reinforcement learning. 374-382 - Ali Menati, Sid Chi-Kin Chau
Competitive prediction-aware online algorithms for energy generation scheduling in microgrids. 383-394 - Dorina Werling, Benedikt Heidrich, Hüseyin Kemâl Çakmak
Towards line-restricted dispatchable feeders using probabilistic forecasts for PV-dominated low-voltage distribution grids. 395-400 - Diego Acuña, Andrés Ferragut, Fernando Paganini, Enrique Briglia:
Symmetrical components analysis for managing phase imbalance in EV charge scheduling. 401-405 - Yukun Yuan
POET: towards power-system-aware e-taxi coordination under dynamic passenger mobility. 406-417 - Yuexin Bian, Ningkun Zheng, Yang Zheng, Bolun Xu, Yuanyuan Shi:
Demand response model identification and behavior forecast with OptNet: a gradient-based approach. 418-429
Poster session
- Junyan Su
E2Pilot: An energy-efficient navigation system for long-haul timely truck transportation: demo. 430-431 - Georgios Charalambidis, Charilaos Akasiadis
A realistic dataset generator for smart grid ecosystems with electric vehicles. 432-433 - Reza Samimi, Ammar Alyousef, Daniele Baranzini, Hermann de Meer:
Boosting interpretability of non-readable deep learning forecasts: the case of buildings' energy consumptions prediction. 434-435 - Fang He, Xiaoyang Zhang, Dan Wang
Cement-α: an ontology-based data access system for building analytics with multiple data sources. 436-437 - John Wamburu, Emma Grazier, David E. Irwin, Christine Crago, Prashant J. Shenoy
Data-driven decarbonization of residential heating systems: an equity perspective. 438-439 - Guangxia Li, Cheng Zhou, Ruiyu Li, Jia Liu:
Heat load forecasting for district water-heating system using locality-enhanced transformer encoder. 440-441 - Kingsley Nweye, Zoltán Nagy, Bo Liu, Peter Stone:
Offline training of multi-agent reinforcement agents for grid-interactive buildings control. 442-443 - Muhammad S. Gull, Naveed Arshad:
Optimization of the battery swapping station to power up mobile and stationary loads. 444-445 - Md Shajalal
Towards user-centered explainable energy demand forecasting systems. 446-447 - Fabio Lilliu, Torben Bach Pedersen, Laurynas Siksnys, Bijay Neupane:
Uncertain flexoffers, a scalable, uncertainty-aware model for energy flexibility. 448-449
EDA 2022 workshop
- Louise Bardwell, Lachlan Blackhall, Marnie E. Shaw:
Emissions and prices are anti-correlated in Australia: what this means for the decarbonisation of our grid. 450-458 - Benedikt Heidrich, Nicole Ludwig, Marian Turowski
Adaptively coping with concept drifts in energy time series forecasting using profiles. 459-470 - Marian Turowski
Modeling and generating synthetic anomalies for energy and power time series. 471-484 - Manoj Gulati, Pandarasamy Arjunan:
LEAD1.0: a large-scale annotated dataset for energy anomaly detection in commercial buildings. 485-488 - Rebecca Bauer, Tillmann Mühlpfordt, Nicole Ludwig, Veit Hagenmeyer:
Analytical uncertainty propagation and storage usage in a high RES Turkish transmission grid scenario. 489-495 - Matthias Luh, Kaleb Phipps, Anthony Britto, Matthias Wolf, Marek Lutz, Johann Kraft:
High-resolution real-world electricity data from three microgrids in the global south. 496-514 - Oliver Grothe, Jonas Rieger:
SVD-reduction of high-dimensional German spatio-temporal wind speed data and clusters of similarity. 515-520
SD-SSCPS 2022 workshop
- Sabrina Paustian
The (still unexplored) social side of smart grid development: towards a social layer for the smart grid architecture model (SGAM). 521-531 - Rishav Sen, Alok Kumar Bharati, Seyedmehdi Khaleghian, Malini Ghosal, Michael Wilbur, Toan Tran, Philip Pugliese, Mina Sartipi, Himanshu Neema, Abhishek Dubey:
E-transit-bench: simulation platform for analyzing electric public transit bus fleet operations. 532-541
AMLIES 2022 workshop
- Alexander Ladd, Indrasis Chakraborty:
gridds: a data science toolkit for energy grid machine learning. 542-551 - Aniruddh Chennapragada, Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos:
Time series-based deep learning model for personal thermal comfort prediction. 552-555 - Tianyu Zhang
Diversity for transfer in learning-based control of buildings. 556-564 - David Biagioni, Xiangyu Zhang, Dylan Wald, Deepthi Vaidhynathan, Rohit Chintala, Jennifer King, Ahmed S. Zamzam:
PowerGridworld: a framework for multi-agent reinforcement learning in power systems. 565-570
E2DC 2022 workshop
- Wania Khan
Exploratory data analysis for data center energy management. 571-580 - Alexander S. Rumyantsev
Evaluating asynchronous speed scaling policies in high-performance data centres with heavy tails. 581-586
WeCan 2022 workshop
- Jan Kleissl, Adil Khurram, Keaton Chia, Scott Brown, Aditya Mishra, Jorge Cortés, Raymond A. de Callafon, Rajesh Gupta, Sonia Martínez, David Victor:
DERConnect: a distributed energy resources testbed for solar power integration. 587-589 - Soroya Rowley, George Porter, Monica Stufft:
Telling the story of climate, sustainability, and modern computing to the general public. 590-593 - Gopinath Rajendiran
Non-intrusive load monitoring: a promising path to the society for responsible energy utilization and sustainability. 594-596 - Anna Volkova, Amit Dilip Patil
Accountability challenges of AI in smart grid services. 597-600
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