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Keyword

smart meter data

Description: Electricity consumption and metering information recorded by smart meters, used for applications including load forecasting, energy management, and privacy research.
OpenAlex ID: keywords/smart-meter-data
Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network
2017 · Weicong Kong, Zhao Yang Dong, et al. · IEEE Transactions on Smart Grid · 2,659
Deep Learning for Household Load Forecasting—A Novel Pooling Deep RNN
2017 · Heng Shi, Minghao Xu, et al. · IEEE Transactions on Smart Grid · 1,104
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Smart Grid Privacy via Anonymization of Smart Metering Data
2010 · Costas Efthymiou, Georgios Kalogridis · IEEE International Conference on Smart Grid Communications (SmartGridComm) · 617
Determinants of residential electricity consumption: Using smart meter data to examine the effect of climate, building characteristics, appliance stock, and occupants' behavior
2013 · Amir Kavousian, Ram Rajagopal, et al. · Energy · 593
NILMTK
2014 · Nipun Batra, Jack Kelly, et al. · International Conference on Future Energy Systems · 531
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An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study
2017 · David Murray, Lina Stankovic, et al. · Scientific Data · 511
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A clustering approach to domestic electricity load profile characterisation using smart metering data
2015 · Fintan McLoughlin, Aidan Duffy, et al. · Applied Energy · 503
Household Energy Consumption Segmentation Using Hourly Data
2014 · Jungsuk Kwac, June Flora, et al. · IEEE Transactions on Smart Grid · 498
Using Smart Meter Data to Improve the Accuracy of Intraday Load Forecasting Considering Customer Behavior Similarities
2014 · Franklin L. Quilumba, Wei-Jen Lee, et al. · IEEE Transactions on Smart Grid · 496
Probabilistic individual load forecasting using pinball loss guided LSTM
2018 · Yi Wang, Dahua Gan, et al. · Applied Energy · 447
Smart meter data: Balancing consumer privacy concerns with legitimate applications
2011 · Eoghan McKenna, Ian Richardson, et al. · Energy Policy · 422
Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network
2020 · Mohammad Navid Fekri, Harsh Patel, et al. · Applied Energy · 384
Analysis and Clustering of Residential Customers Energy Behavioral Demand Using Smart Meter Data
2015 · Stephen Haben, Colin Singleton, et al. · IEEE Transactions on Smart Grid · 363
Study and analysis of SARIMA and LSTM in forecasting time series data
2021 · Ashutosh Kumar Dubey, Abhishek Kumar, et al. · Sustainable Energy Technologies and Assessments · 360
Clustering of Electricity Consumption Behavior Dynamics Toward Big Data Applications
2016 · Yi Wang, Qixin Chen, et al. · IEEE Transactions on Smart Grid · 343
Optimal PV Inverter Reactive Power Control and Real Power Curtailment to Improve Performance of Unbalanced Four-Wire LV Distribution Networks
2014 · Xiangjing Su, Mohammad A. S. Masoum, et al. · IEEE Transactions on Sustainable Energy · 342
Short-term residential load forecasting: Impact of calendar effects and forecast granularity
2017 · Peter Lusis, Kaveh Rajab Khalilpour, et al. · Applied Energy · 311
Detection of Non-Technical Losses Using Smart Meter Data and Supervised Learning
2018 · Madalina Mihaela Buzau, Javier Tejedor-Aguilera, et al. · IEEE Transactions on Smart Grid · 307
Revealing household characteristics from smart meter data
2014 · Christian Beckel, Leyna Sadamori, et al. · Energy · 302
Identifying Topology of Low Voltage Distribution Networks Based on Smart Meter Data
2017 · Satya Jayadev Pappu, Nirav Bhatt, et al. · IEEE Transactions on Smart Grid · 272
Using Bayesian Deep Learning to Capture Uncertainty for Residential Net Load Forecasting
2019 · Mingyang Sun, Tingqi Zhang, et al. · IEEE Transactions on Power Systems · 264
Residential Microgrid Scheduling Based on Smart Meters Data and Temperature Dependent Thermal Load Modeling
2013 · Mohammad Tasdighi, Hassan Ghasemi, et al. · IEEE Transactions on Smart Grid · 256
Multi-Sequence LSTM-RNN Deep Learning and Metaheuristics for Electric Load Forecasting
2020 · Salah Bouktif, Ali Fiaz, et al. · Energies · 253
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Electrical Load Forecasting Using Edge Computing and Federated Learning
2020 · Afaf Taik, Soumaya Cherkaoui · International Conference on Communications · 252
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Recent advances in the analysis of residential electricity consumption and applications of smart meter data
2017 · B. Yildiz, J.I. Bilbao, et al. · Applied Energy · 241
Works count: 3,509
Citation count: 55,410
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