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ORCID13th 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, S. Ali Pourmousavi, Sahand Karimi-Arpanahi, Yogesh Pipada Sunil Kumar, Mingyu Guo, Derek Abbott, Jon A. R. Liisberg:
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, Wei Li, Albert Y. Zomaya:
Fed-GBM: a cost-effective federated gradient boosting tree for non-intrusive load monitoring. 63-75 - Yang Deng, Jiaqi Fan, Hao Jiang, Fang He, Dan Wang, Ao Li, Fu Xiao:
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, Han La Poutré:
Fairness vs welfare: a hybrid congestion aftermarket. 93-104 - Frederik Geth, Rahmat Heidari, Arpan Koirala:
Computational analysis of impedance transformations for four-wire power networks with sparse neutral grounding. 105-113 - René Schwermer, Jonas Buchberger, Ruben Mayer, Hans-Arno Jacobsen:
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, Chenye Wu:
Optimal green certificate auction design embedding economic dispatch. 157-171 - Sid Chi-Kin Chau, Yue Zhou:
Blockchain-enabled decentralized privacy-preserving group purchasing for retail energy plans. 172-187 - Diptyaroop Maji, Ramesh K. Sitaraman, Prashant J. Shenoy:
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, Benedikt Heidrich, Kaleb Phipps, Kai Schmieder, Oliver Neumann, Ralf Mikut, Veit Hagenmeyer:
Enhancing anomaly detection methods for energy time series using latent space data representations. 208-227 - Hamid Rajabi, Zhizhang Hu, Xianzhong Ding, Shijia Pan, Wan Du, Alberto Cerpa:
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, Guoming Tang, Yi Wang, Srinivasan Keshav, Yu Zhang:
EVSense: a robust and scalable approach to non-intrusive EV charging detection. 307-319 - Sho Cremers, Valentin Robu, Daan Hofman, Titus Naber, Kawin Zheng, Sonam Norbu:
Efficient methods for approximating the shapley value for asset sharing in energy communities. 320-324 - June Lukuyu, Gunther Bensch, Terence Conlon, Anvita Patel, Vijay Modi, Jay Taneja:
Diesel GenSat: using satellite data to detect diesel-powered irrigation for guiding electrification in Ethiopia. 325-337 - Robert Basmadjian, Karim Boubouh, Amine Boussetta, Rachid Guerraoui, Alexandre Maurer:
On the advantages of P2P ML on mobile devices. 338-353 - Moritz Frahm, Philipp Zwickel, Jan Wachter, Felix Langner, Pascal Strauch, Jörg Matthes, Veit Hagenmeyer:
Occupant-oriented economic model predictive control for demand response in buildings. 354-360 - Bijay Neupane, Laurynas Siksnys, Torben Bach Pedersen, Rikke Hagensby Jensen, Muhammad Aftab, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi, Gregor Cerne, Saso Brus, Ioannis Papageorgiou, Gerhard Meindl, Pierre Roduit:
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, Minghua Chen:
Competitive prediction-aware online algorithms for energy generation scheduling in microgrids. 383-394 - Dorina Werling, Benedikt Heidrich, Hüseyin Kemâl Çakmak, Veit Hagenmeyer:
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, Yue Zhao, Shan Lin:
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, Minghua Chen, Haibo Zeng:
E2Pilot: An energy-efficient navigation system for long-haul timely truck transportation: demo. 430-431 - Georgios Charalambidis, Charilaos Akasiadis, Emmanouil S. Rigas, Georgios Chalkiadakis:
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, Alexander Boden, Gunnar Stevens:
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, Ralf Mikut, Veit Hagenmeyer:
Adaptively coping with concept drifts in energy time series forecasting using profiles. 459-470 - Marian Turowski, Moritz Weber, Oliver Neumann, Benedikt Heidrich, Kaleb Phipps, Hüseyin Kemâl Çakmak, Ralf Mikut, Veit Hagenmeyer:
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, Julia Köhlke, Jannika Mattes, Sebastian Lehnhoff:
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, Aakash Krishna G. S, Mohammad Afshari, Petr Musílek, Matthew E. Taylor, Omid Ardakanian:
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, Davide De Chiara, Ah-Lian Kor, Marta Chinnici:
Exploratory data analysis for data center energy management. 571-580 - Alexander S. Rumyantsev, Robert Basmadjian, Sergey Astafiev, Alexander Golovin:
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, Seyyed Ahmad Javadi, Hermann de Meer:
Accountability challenges of AI in smart grid services. 597-600
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