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Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Research on the identification and detection technology of electricity theft in power distribution areas under a smart grid environment
inferred← citeshttps://doi.org/10.1109/access.2021.3059730openalex-snapshot
A Multiprocessing-Based Sensitivity Analysis of Machine Learning Algorithms for Load Forecasting of Electric Power Distribution System
inferred← citeshttps://doi.org/10.1109/access.2021.3061370openalex-snapshot
Household-Level Energy Forecasting in Smart Buildings Using a Novel Hybrid Deep Learning Model
inferred← citeshttps://doi.org/10.1109/access.2021.3071269openalex-snapshot
Deep Learning in Smart Grid Technology: A Review of Recent Advancements and Future Prospects
inferred← citeshttps://doi.org/10.1109/access.2021.3071654openalex-snapshot
Deep Learning-Based Short-Term Load Forecasting Approach in Smart Grid With Clustering and Consumption Pattern Recognition
inferred← citeshttps://doi.org/10.1109/access.2021.3080433openalex-snapshot
Big Data Management in Smart Grids: Technologies and Challenges
inferred← citeshttps://doi.org/10.1109/access.2021.3137352openalex-snapshot
Big Data Processing for Commercial Buildings and Assessing Flexibility in the Context of Citizen Energy Communities
inferred← citeshttps://doi.org/10.1109/access.2022.3157941openalex-snapshot
A Survey of Preprocessing Methods Used for Analysis of Big Data Originated From Smart Grids
inferred← citeshttps://doi.org/10.1109/access.2023.3343436openalex-snapshot
A Dynamic and Parallel Two-Stage Lossless Data Compression Method for Smart Grid
inferred← citeshttps://doi.org/10.1109/access.2025.3548914openalex-snapshot
Energy Market Manipulation via False-Data Injection Attacks: A Review
inferred← citeshttps://doi.org/10.1109/access.2025.3549679openalex-snapshot
Vision Transformer-Based Anomaly Detection in Smart Grid Phasor Measurement Units Using Deep Learning Models
inferred← citeshttps://doi.org/10.1109/access.2025.3572059openalex-snapshot
Database Systems in the Big Data Era: Architectures, Performance, and Open Challenges
inferred← citeshttps://doi.org/10.1109/access.2025.3602635openalex-snapshot
Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics With Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis
inferred← citeshttps://doi.org/10.1109/apci61480.2024.10617184openalex-snapshot
Analysis and Prediction of the Events Occurring in the Scaled Down Model of IEEE 5 Bus System using Machine Learning Algorithms
inferred← citeshttps://doi.org/10.1109/comst.2024.3430368openalex-snapshot
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
inferred← citeshttps://doi.org/10.1109/cscloud66326.2025.00041openalex-snapshot
MGA-KGF: A Multi-Granularity Adaptive Knowledge Graph Fusion Framework for Heterogeneous Multi-Source Smart Grid Data
inferred← citeshttps://doi.org/10.1109/dasa63652.2024.10836510openalex-snapshot
Instance Segmentation of Damaged Insulators for Power System Inspection and Maintenance
inferred← citeshttps://doi.org/10.1109/dcoss-iot58021.2023.00068openalex-snapshot
Realizing Digital Product Passports with Crowdsourcing Principles: The Case of Sustainable Smart Grids
inferred← citeshttps://doi.org/10.1109/eprec66546.2026.11412275openalex-snapshot
Real-Time Smart Energy Meter with Sensor-Based Monitoring and In-Device Payment Capability
inferred← citeshttps://doi.org/10.1109/ficloud57274.2022.00022openalex-snapshot
Energy Consumption Characterization in University Campus Microgrid Based on Power Data Analysis
inferred← citeshttps://doi.org/10.1109/hora58378.2023.10156732openalex-snapshot
Data Mining Management System Optimization using Swarm Intelligence
inferred← citeshttps://doi.org/10.1109/icacite53722.2022.9823542openalex-snapshot
The Role of Smart Grid Data Analytics in Enhancing the Paradigm of Energy Management for Sustainable Development
inferred← citeshttps://doi.org/10.1109/icacte66284.2025.11412186openalex-snapshot
A Review on the Data Acquisition System of Smart Grid Based on Single-Chip Microcomputer: Technological Evolution, Security Challenges and Optimization Strategies
inferred← citeshttps://doi.org/10.1109/iccce66530.2025.11474131openalex-snapshot
Energy Efficient Power Control in 6G Networks for Smart Grid Wide Area Network Using Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/iccci56745.2023.10128623openalex-snapshot
Big data analytics and machine learning techniques to manage the smart grid
inferred← citeshttps://doi.org/10.1109/iccece69169.2026.11399800openalex-snapshot
Anomaly-Aware Dual-Stream Network for Intelligent Operation Quality Assessment in 5G Wireless Public Networks
inferred← citeshttps://doi.org/10.1109/iceesi68020.2026.11582988openalex-snapshot
Electric Vehicle Load Forecasting in Smart Grid Using CatBoost Machine Learning Algorithm
inferred← citeshttps://doi.org/10.1109/icepes52894.2021.9699572openalex-snapshot
Planning and Control Techniques of Smart Grids
inferred← citeshttps://doi.org/10.1109/icfts62006.2025.11031596openalex-snapshot
Intelligent Stability Detection in Smart Power Grids using Optimized Deep Learning Models
inferred← citeshttps://doi.org/10.1109/icpics62053.2024.10796679openalex-snapshot
Automated Data Collection and Analysis for Intelligent Maintenance of Electrical Systems
inferred← citeshttps://doi.org/10.1109/icpics66386.2025.11347377openalex-snapshot
Intelligent Evaluation System of Power Grid Equipment Status based on Big Data Analysis
inferred← citeshttps://doi.org/10.1109/icpids65698.2024.00022openalex-snapshot
Role of Big Data Analytics in Corporate Social Responsibility: A Technical Way to Attain Sustainability
inferred← citeshttps://doi.org/10.1109/icpset70907.2026.11689513openalex-snapshot
Research on Adaptive Scheduling Algorithm Based on Dynamic Task Load Allocation for Power Grid Data Platforms
inferred← citeshttps://doi.org/10.1109/icsmartgrid55722.2022.9848755openalex-snapshot
A Review of Wind Energy Conversion Systems
inferred← citeshttps://doi.org/10.1109/iecon48115.2021.9589229openalex-snapshot
Investigation on Optimizing Cost Function to Penalize Underestimation of Load Demand through Deep Learning Modeling
inferred← citeshttps://doi.org/10.1109/iecon55916.2024.10905139openalex-snapshot
Grid Edge Waveform Analytics Framework for Event Detection and Classification
inferred← citeshttps://doi.org/10.1109/isgt51731.2023.10066364openalex-snapshot
Risk-Informed Condition Evaluation of Solar-centered Energy Generation and Distribution Networks through Bayesian Learning and Inference
inferred← citeshttps://doi.org/10.1109/isriti56927.2022.10052804openalex-snapshot
A Novel Method for Predicting Smart Grid Stability Via DNN and Hybrid Ensemble Strategy
inferred← citeshttps://doi.org/10.1109/iucc65928.2024.00107openalex-snapshot
Best-Worst Method based Smart Cities Sustainable Development Paths
inferred← citeshttps://doi.org/10.1109/jiot.2024.3352558openalex-snapshot
RPMDA: Robust and Privacy-Enhanced Multidimensional Data Aggregation Scheme for Fog-Assisted Smart Grids
inferred← citeshttps://doi.org/10.1109/jiot.2025.3610654openalex-snapshot
FPMDA: Fault-Tolerant and Privacy-Enhanced Multidimensional Data Aggregation Without TA
inferred← citeshttps://doi.org/10.1109/kpec51835.2021.9446196openalex-snapshot
Accurate Smart-Grid Stability Forecasting Based on Deep Learning: Point and Interval Estimation Method
inferred← citeshttps://doi.org/10.1109/kpec51835.2021.9446197openalex-snapshot
An Effective Ensemble Learning approach-Based Grid Stability Assessment and Classification
inferred← citeshttps://doi.org/10.1109/peci54197.2022.9744011openalex-snapshot
Feasibility of Data Markets in Smart Grids: an Online Survey
inferred← citeshttps://doi.org/10.1109/powerafrica52236.2021.9543307openalex-snapshot
Renewable Energy Systems and The Fourth Industrial Revolution
inferred← citeshttps://doi.org/10.1109/sgc64640.2024.10983271openalex-snapshot
Data-Driven Adequacy and Security Assessment: Machine Learning Trends for Reliable Smart Energy Networks
inferred← citeshttps://doi.org/10.1109/sgei63936.2024.10914173openalex-snapshot
Deep learning methods for smart grid data analysis
inferred← citeshttps://doi.org/10.1109/smart55829.2022.10046940openalex-snapshot
An Impact on Structural Model upon Renewable Energy Data Science and Continuing to Improve the Energy Conservation Mindset for Environmental Sustainability
inferred← citeshttps://doi.org/10.1109/smc58881.2025.11343510openalex-snapshot
Integrating Large Language Models into Data-Driven Frameworks for Smart Meter Analytics
inferred← citeshttps://doi.org/10.1109/tcsi.2023.3332109openalex-snapshot
A Proximal ADMM-Based Distributed Optimal Energy Management Approach for Smart Grid With Stochastic Wind Power
inferred← citeshttps://doi.org/10.1109/tii.2025.3574426openalex-snapshot
Orchestration of Edge Controller and Cloud Metric Engine for Managing OPC UA-Based Microgrids
inferred← citeshttps://doi.org/10.1109/tnnls.2023.3291371openalex-snapshot
Deep Learning for Time-Series Prediction in IIoT: Progress, Challenges, and Prospects
inferred← citeshttps://doi.org/10.1109/tpec56611.2023.10078634openalex-snapshot
Data Trading in Smart Grids: Future Research Directions
inferred← citeshttps://doi.org/10.1142/s1793962325410053openalex-snapshot
Simulation and modeling in cloud computing-based smart grid power big data analysis technology
inferred← citeshttps://doi.org/10.1145/3503047.3503088openalex-snapshot
Cloud-Based Smart Energy Framework for Accelerated Data Analytics with Parallel Computing of Orchestrated Containers: Study Case of CU-BEMS
inferred← citeshttps://doi.org/10.1155/2022/7978263openalex-snapshot
A Novel Smart Method for State Estimation in a Smart Grid Using Smart Meter Data
inferred← citeshttps://doi.org/10.1155/2024/9257508openalex-snapshot
A Novel Deep Learning‐Based Data Analysis Model for Solar Photovoltaic Power Generation and Electrical Consumption Forecasting in the Smart Power Grid
inferred← citeshttps://doi.org/10.1155/er/8829657openalex-snapshot
Smart Wind Resource Assessment Using Big Data: Architecture, Tools, and Future Directions
inferred← citeshttps://doi.org/10.11591/eei.v11i6.4099openalex-snapshot
Smart grid application in the Iraqi power system: current and future challenges
inferred← citeshttps://doi.org/10.11606/d.3.2023.tde-28092023-101029openalex-snapshot
Desenvolvimento de metodologia para auxílio à manutenção de redes de distribuição com base em localização de faltas e aplicação em Business Intelligence.
inferred← citeshttps://doi.org/10.1177/17298806241312786openalex-snapshot
A security protection scheme for abnormal transaction data in smart grid system
inferred← citeshttps://doi.org/10.1177/17835917231185877openalex-snapshot
The Governance of Big Data and Artificial Intelligence in Network Industries
inferred← citeshttps://doi.org/10.1186/s40537-024-00909-6openalex-snapshot
Big data resolving using Apache Spark for load forecasting and demand response in smart grid: a case study of Low Carbon London Project
inferred← citeshttps://doi.org/10.1186/s40537-024-00914-9openalex-snapshot
15 years of Big Data: a systematic literature review
inferred← citeshttps://doi.org/10.12688/digitaltwin.17632.2openalex-snapshot
Artificial intelligence and digital twins in power systems: Trends, synergies and opportunities
inferred← citeshttps://doi.org/10.12694/scpe.v25i2.2541openalex-snapshot
Scalable Solutions for Wind and Solar Distributed Generation
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3381005/v1openalex-snapshot
Enhancing Smart Grid Cybersecurity: A Comprehensive Analysis of Attacks, Defenses, and Innovative AI-Blockchain Solutions
inferred← citeshttps://doi.org/10.2174/9798898815042126010007openalex-snapshot
The Integration of AI and Green Energy: Innovations and Operational Improvements
inferred← citeshttps://doi.org/10.21817/indjcse/2022/v13i4/221304179openalex-snapshot
KNN APPROACHES BY USING BALL TREE SEARCHING ALGORITHM WITH MINKOWSKI DISTANCE FUNCTION ON SMART GRID DATA
inferred← citeshttps://doi.org/10.2478/amns-2024-3014openalex-snapshot
Research on power data analysis and its mining technology in smart grid
inferred← citeshttps://doi.org/10.26599/bdma.2023.9020022openalex-snapshot
An Intelligent Big Data Security Framework Based on AEFS-KENN Algorithms for the Detection of Cyber-Attacks from Smart Grid Systems
inferred← citeshttps://doi.org/10.26634/jee.18.1.21366openalex-snapshot
Advancements in smart meter design and integration for enhanced energy management and efficiency
inferred← citeshttps://doi.org/10.2991/978-94-6463-102-9_50openalex-snapshot
Research on the Path of Smart Grid Data Assetization
inferred← citeshttps://doi.org/10.30521/jes.878318openalex-snapshot
Simple and effective descriptive analysis of missing data anomalies in smart home energy consumption readings
inferred← citeshttps://doi.org/10.32604/cmc.2023.038648openalex-snapshot
Optimizing Decision-Making of A Smart Prosumer Microgrid Using Simulation
inferred← citeshttps://doi.org/10.33168/jliss.2023.0207openalex-snapshot
The Impact of Blockchain Technology on Financial Services: Mediating Role of Big Data Analytics
inferred← citeshttps://doi.org/10.3386/w30872openalex-snapshot
Do Technology Standards Induce Innovation in Environmental Technologies When Coordination is Important?
inferred← citeshttps://doi.org/10.3389/frcmn.2021.689590openalex-snapshot
Smarter Grid in the 5G Era: A Framework Integrating Power Internet of Things With a Cyber Physical System
inferred← citeshttps://doi.org/10.3389/frsgr.2024.1371153openalex-snapshot
A review of machine learning applications in power system protection and emergency control: opportunities, challenges, and future directions
inferred← citeshttps://doi.org/10.3390/a17060239openalex-snapshot
Linear System Identification-Oriented Optimal Tampering Attack Strategy and Implementation Based on Information Entropy with Multiple Binary Observations
inferred← citeshttps://doi.org/10.3390/app15126939openalex-snapshot
Supply Chain Data Analytics for Digital Twins: A Comprehensive Framework
inferred← citeshttps://doi.org/10.3390/bdcc6020047openalex-snapshot
Incentive Mechanisms for Smart Grid: State of the Art, Challenges, Open Issues, Future Directions
inferred← citeshttps://doi.org/10.3390/bdcc6040158openalex-snapshot
What Is (Not) Big Data Based on Its 7Vs Challenges: A Survey
inferred← citeshttps://doi.org/10.3390/bdcc9110272openalex-snapshot
AI–Big Data Analytics Platform for Energy Forecasting in Modern Power Systems
inferred← citeshttps://doi.org/10.3390/en15124427openalex-snapshot
Review on Interpretable Machine Learning in Smart Grid
inferred← citeshttps://doi.org/10.3390/en15197339openalex-snapshot
Sensor Technologies for Transmission and Distribution Systems: A Review of the Latest Developments
inferred← citeshttps://doi.org/10.3390/en15239125openalex-snapshot
Deep Learning with Dipper Throated Optimization Algorithm for Energy Consumption Forecasting in Smart Households
inferred← citeshttps://doi.org/10.3390/en16062855openalex-snapshot
Evaluation of Operation State of Power Grid Based on Random Matrix Theory and Qualitative Trend Analysis
inferred← citeshttps://doi.org/10.3390/en16124654openalex-snapshot
Named Entity Identification in the Power Dispatch Domain Based on RoBERTa-Attention-FL Model
inferred← citeshttps://doi.org/10.3390/fi15120398openalex-snapshot
Enabling Technologies for Next-Generation Smart Cities: A Comprehensive Review and Research Directions
inferred← citeshttps://doi.org/10.3390/info15080439openalex-snapshot
A Review of Power System False Data Attack Detection Technology Based on Big Data
inferred← citeshttps://doi.org/10.3390/s21238087openalex-snapshot
Communication Technologies for Smart Grid: A Comprehensive Survey
inferred← citeshttps://doi.org/10.3390/s22062269openalex-snapshot
A Novel Privacy Preserving Scheme for Smart Grid-Based Home Area Networks
inferred← citeshttps://doi.org/10.3390/smartcities6060142openalex-snapshot
Secure Hydrogen Production Analysis and Prediction Based on Blockchain Service Framework for Intelligent Power Management System
inferred← citeshttps://doi.org/10.3390/su132313322openalex-snapshot
A Comprehensive Review on Sustainable Aspects of Big Data Analytics for the Smart Grid
inferred← citeshttps://doi.org/10.3390/su16229921openalex-snapshot
Scientometric Analysis of Publications on Household Electricity Theft and Energy Consumption Load Profiling in a Smart Grid Context
inferred← citeshttps://doi.org/10.35940/ijrte.e7388.0111523openalex-snapshot
Overview of Big Data Analytics Technologies in Smart Grid
inferred← citeshttps://doi.org/10.36253/10.36253/979-12-215-0289-3.107openalex-snapshot
Application of the Internet of Things (IoT) for Energy Efficiency in Buildings: A Bibliometric Review.
inferred← citeshttps://doi.org/10.37116/revistaenergia.v21.n1.2024.652openalex-snapshot
Predicción a corto plazo de sistemas de medición inteligentes mediante arquitecturas de aprendizaje profundo multivariable y multipaso
inferred← citeshttps://doi.org/10.37745/ejcsit.2013/vol13n424453openalex-snapshot
Dynamic Pricing for Electric Vehicle Charging: A Real-Time Optimization Framework for Grid Stability and Economic Efficiency
inferred← citeshttps://doi.org/10.4018/978-1-6684-7756-4.ch005openalex-snapshot
Difficult and Intriguing Performance of Standalone Microgrid and Diesel Generator With Big Data Analytics in Rural Electrification
inferred← citeshttps://doi.org/10.4018/979-8-3693-7076-6.ch020openalex-snapshot
Optimizing Urban Intelligence
inferred← citeshttps://doi.org/10.4108/eai.1-9-2023.2338825openalex-snapshot
Research on Key Technologies Framework for Digitalization Empowering New Power System Operations
inferred← citeshttps://doi.org/10.48130/emst-0024-0003openalex-snapshot
Natural hazards in electricity grids: from landscape dynamics to optimal mitigation and adaptation approaches
inferred← citeshttps://doi.org/10.51594/estj.v5i4.1016openalex-snapshot
THE IMPACT OF SMART GRIDS ON ENERGY EFFICIENCY: A COMPREHENSIVE REVIEW
inferred← citeshttps://doi.org/10.5194/isprs-archives-xliii-b4-2022-447-2022openalex-snapshot
SMART CAMPUS ELECTRICITY DATA VISUAL ANALYSIS SYSTEM
inferred← citeshttps://doi.org/10.53070/bbd.1204112openalex-snapshot
Real-Time Big Data Processing and Analytics: Concepts, Technologies, and Domains
inferred← citeshttps://doi.org/10.56294/dm2026816openalex-snapshot
Construction of a hierarchical classification and hierarchical security control system for multi-source, affordable data in smart grids
inferred← citeshttps://doi.org/10.58837/chula.the.2021.941openalex-snapshot
สถาปตยกรรมระบบพลงงานอจฉรยะแบบคลาวด ดวยการประมวลผลเชงกระจายในคลสเตอรทรวมสมาพนธการออรเคสเตรตคอนเทนเนอร
inferred← citeshttps://doi.org/10.62019/abbssr.v2i1.29openalex-snapshot
Big data analytics, Information technology capability, innovation capability and organizational performance: An Asian Perspective
inferred← citeshttps://doi.org/10.63125/pyd1x841openalex-snapshot
IOT-ENABLED CONDITION MONITORING IN POWER DISTRIBUTION SYSTEMS: A REVIEW OF SCADA-BASED AUTOMATION, REAL-TIME DATA ANALYTICS, AND CYBER-PHYSICAL SECURITY CHALLENGES
inferred← citeshttps://doi.org/10.70675/ff980906za41ez44d0zab51z8aa6d97a8fc5openalex-snapshot
Methodology and tools for Smart Grids real-time simulation and experimental validation
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.