Research graph
References from The Cognitive Power Mini-Grid with Distributed AI, Semantic Control and Agentic Autonomy: Concepts, Applications, Challenges and Future Directions. Local targets link to admitted publications; unresolved targets remain external evidence.
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Microgrids
10.1109/mpae.2007.376583 · 2007 · External reference
Microgrids Management
10.1109/mpe.2008.918702 · 2008 · External reference
Hierarchical Control of Droop-Controlled AC and DC Microgrids: A General Approach Toward Standardization
10.1109/tie.2010.2066534 · 2011 · External reference
Hierarchical Structure of Microgrids Control System
10.1109/tsg.2012.2197425 · 2012 · External reference
Trends in Microgrid Control
10.1109/tsg.2013.2295514 · 2014 · External reference
DC Microgrids—Part I: A Review of Control Strategies and Stabilization Techniques
2016 · External reference
DC Microgrids—Part II: A Review of Power Architectures, Applications and Standardization Issues
10.1109/tpel.2015.2464277 · 2016 · External reference
Multi-Agent Systems for Power Engineering Applications—Part I: Concepts, Approaches and Technical Challenges
10.1109/tpwrs.2007.908471 · 2007 · External reference
Multi-Agent Systems for Power Engineering Applications—Part II: Technologies, Standards and Tools for Building Multi-Agent Systems
10.1109/tpwrs.2007.908472 · 2007 · External reference
Operation of a Multiagent System for Microgrid Control
10.1109/tpwrs.2005.852060 · 2005 · External reference
Multiagent-Based Distributed-Energy-Resource Management for Intelligent Microgrids
10.1109/tie.2012.2193857 · 2013 · External reference
Survey of Multi-Agent Systems for Microgrid Control
10.1016/j.engappai.2015.07.005 · 2015 · External reference
Consensus and Cooperation in Networked Multi-Agent Systems
10.1109/jproc.2006.887293 · 2007 · External reference
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Communication-Efficient Learning of Deep Networks from Decentralized Data
2017 · External reference
Advances and Open Problems in Federated Learning
10.1561/2200000083 · 2021 · External reference
A Review of Graph Neural Networks and Their Applications in Power Systems
10.35833/mpce.2021.000058 · 2022 · External reference
10.21236/ada544137
10.21236/ada544137 · External reference
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications
10.1016/j.comnet.2021.107930 · 2021 · External reference
What Is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence
10.23919/jcin.2021.9663101 · 2021 · External reference
Beyond Transmitting Bits: Context, Semantics and Task-Oriented Communications
10.1109/jsac.2022.3223408 · 2023 · External reference
Deep Learning Enabled Semantic Communication Systems
10.1109/tsp.2021.3071210 · 2021 · External reference
Task-Oriented Communications for 6G: Vision, Principles, and Technologies
10.1109/mwc.002.2200468 · 2023 · External reference
Age of Information: An Introduction and Survey
10.1109/jsac.2021.3065072 · 2021 · External reference
Control Under Communication Constraints
10.1109/tac.2004.831187 · 2004 · External reference
Neuromorphic Event-Driven Semantic Communication in Microgrids
10.1109/tsg.2024.3370822 · 2024 · External reference
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10.52202/075280-2997
10.52202/075280-2997 · External reference
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10.3390/en19030617
10.3390/en19030617 · External reference
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State of the Art in Research on Microgrids: A Review
10.1109/access.2015.2443119 · 2015 · External reference
Microgrids: A Review of Technologies, Key Drivers and Outstanding Issues
10.1016/j.rser.2018.03.040 · 2018 · External reference
Microgrid: Architecture, Policy and Future Trends
10.1016/j.rser.2016.06.037 · 2016 · External reference
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AC-Microgrids Versus DC-Microgrids with Distributed Energy Resources: A Review
10.1016/j.rser.2013.03.067 · 2013 · External reference
AC and DC Technology in Microgrids: A Review
10.1016/j.rser.2014.11.067 · 2015 · External reference
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The Rise and Potential of Large Language Model Based Agents: A Survey
10.1007/s11432-024-4222-0 · 2025 · External reference
Neurosymbolic AI: The 3rd Wave
10.1007/s10462-023-10448-w · 2023 · External reference
10.1007/s11704-026-60308-3
10.1007/s11704-026-60308-3 · External reference
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Reinforcement Learning Solutions for Microgrid Control and Management: A Survey
10.1109/access.2025.3546578 · 2025 · External reference
Reinforcement Learning in Microgrid Energy Management: Review, Methods and Prospects
10.1049/stg2.70097 · 2026 · External reference
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Artificial Intelligence Techniques in Smart Grid: A Survey
10.3390/smartcities4020029 · 2021 · External reference
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10.6028/nist.ai.100-1.jpn
10.6028/nist.ai.100-1.jpn · External reference
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10.1109/mnet.2024.3425152
10.1109/mnet.2024.3425152 · External reference
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10.1016/b978-0-443-36664-2.00001-0
10.1016/b978-0-443-36664-2.00001-0 · External reference
Digital Twin in Industry: State-of-the-Art
10.1109/tii.2018.2873186 · 2019 · External reference
10.20944/preprints202508.0747.v1
10.20944/preprints202508.0747.v1 · External reference
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A Comprehensive Survey on Safe Reinforcement Learning
2015 · External reference
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A Review on Edge Large Language Models: Design, Execution, and Applications
2025 · External reference
Wireless Network Intelligence at the Edge
10.1109/jproc.2019.2941458 · 2019 · External reference
Towards the Next Generation of Smart Grids: Semantic and Holonic Multi-Agent Management of Distributed Energy Resources
10.1016/j.rser.2017.03.107 · 2017 · External reference
10.3390/en18020405
10.3390/en18020405 · External reference
Feedback Control Under Data Rate Constraints: An Overview
10.1109/jproc.2006.887294 · 2007 · External reference
Rate-Cost Tradeoffs in Control
10.1109/tac.2019.2912256 · 2019 · External reference
10.1007/978-1-4614-7085-4
10.1007/978-1-4614-7085-4 · External reference
10.1145/263699.263712
10.1145/263699.263712 · External reference
Advanced Control Architectures for Intelligent Microgrids—Part I: Decentralized and Hierarchical Control
10.1109/tie.2012.2194969 · 2013 · External reference
Advanced Control Architectures for Intelligent Microgrids—Part II: Power Quality, Energy Storage and AC/DC Microgrids
10.1109/tie.2012.2196889 · 2013 · External reference
Secondary Frequency and Voltage Control of Islanded Microgrids via Distributed Averaging
10.1109/tie.2015.2436879 · 2015 · External reference
Breaking the Hierarchy: Distributed Control and Economic Optimality in Microgrids
10.1109/tcns.2015.2459391 · 2016 · External reference
Distributed Control and Optimization in DC Microgrids
10.1016/j.automatica.2015.07.015 · 2015 · External reference
Distributed Control Systems for Small-Scale Power Networks: Using Multiagent Cooperative Control Theory
10.1109/mcs.2014.2350571 · 2014 · External reference
Control of Power Converters in AC Microgrids
10.1109/tpel.2012.2199334 · 2012 · External reference
Modeling, Analysis and Testing of Autonomous Operation of an Inverter-Based Microgrid
10.1109/tpel.2006.890003 · 2007 · External reference
A Survey on Modeling of Microgrids—From Fundamental Physics to Phasors and Voltage Sources
10.1016/j.automatica.2016.07.036 · 2016 · External reference
A Voltage and Frequency Droop Control Method for Parallel Inverters
10.1109/tpel.2007.900456 · 2007 · External reference
Adaptive Droop Control Applied to Voltage-Source Inverters Operating in Grid-Connected and Islanded Modes
10.1109/tie.2009.2027921 · 2009 · External reference
Synchronization and Power Sharing for Droop-Controlled Inverters in Islanded Microgrids
10.1016/j.automatica.2013.05.018 · 2013 · External reference
Review of Power Sharing Control Strategies for Islanding Operation of AC Microgrids
10.1109/tsg.2015.2434849 · 2016 · External reference
Power Control and Management in a Hybrid AC/DC Microgrid
10.1109/tsg.2013.2294275 · 2014 · External reference
Autonomous Operation of Hybrid Microgrid With AC and DC Subgrids
10.1109/tpel.2012.2214792 · 2013 · External reference
Modeling and Control of Microgrid: An Overview
10.1016/j.jfranklin.2014.01.016 · 2014 · External reference
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Architectures for Distributed and Hierarchical Model Predictive Control—A Review
10.1016/j.jprocont.2009.02.003 · 2009 · External reference
Use of Model Predictive Control for Experimental Microgrid Optimization
10.1016/j.apenergy.2013.10.027 · 2014 · External reference
A Two-Layer Stochastic Model Predictive Control Scheme for Microgrids
10.1109/tcst.2017.2657606 · 2018 · External reference
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10.1017/cbo9780511811654
10.1017/cbo9780511811654 · External reference
10.1515/9781400835355
10.1515/9781400835355 · External reference
On Agent-Based Software Engineering
10.1016/s0004-3702(99)00107-1 · 2000 · External reference
Consensus Seeking in Multiagent Systems Under Dynamically Changing Interaction Topologies
10.1109/tac.2005.846556 · 2005 · External reference
Distributed Subgradient Methods for Multi-Agent Optimization
10.1109/tac.2008.2009515 · 2009 · External reference
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
10.1561/2200000016 · 2011 · External reference
A Survey of Distributed Optimization
10.1016/j.arcontrol.2019.05.006 · 2019 · External reference
Multiagent System for Real-Time Operation of a Microgrid in Real-Time Digital Simulator
10.1109/tsg.2012.2189028 · 2012 · External reference
10.1109/psce.2009.4840087
10.1109/psce.2009.4840087 · External reference
Cooperative Multi-Agent Control of Heterogeneous Storage Devices Distributed in a DC Microgrid
10.1109/tpwrs.2015.2469725 · 2016 · External reference
Multiagent System Based Microgrid Energy Management via Asynchronous Consensus ADMM
10.1109/tec.2018.2799482 · 2018 · External reference
Distributed Intelligence: A Critical Piece of the Microgrid Puzzle
10.1016/j.tej.2019.05.001 · 2019 · External reference
A Mathematical Theory of Communication
10.1002/j.1538-7305.1948.tb01338.x · 1948 · External reference
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Deep Joint Source-Channel Coding for Wireless Image Transmission
10.1109/tccn.2019.2919300 · 2019 · External reference
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback
10.1109/jsait.2020.2987203 · 2020 · External reference
Wireless Image Retrieval at the Edge
10.1109/jsac.2020.3036955 · 2021 · External reference
Task-Oriented Communication for Multi-Device Cooperative Edge Inference
10.1109/twc.2022.3191118 · 2023 · External reference
5G Wireless Network Slicing for eMBB, URLLC and mMTC: A Communication-Theoretic View
10.1109/access.2018.2872781 · 2018 · External reference
Knowledge and Common Knowledge in a Distributed Environment
10.1145/79147.79161 · 1990 · External reference
10.52202/075280-0377
10.52202/075280-0377 · External reference
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Reinforcement Learning Approach for Optimal Distributed Energy Management in a Microgrid
10.1109/tpwrs.2018.2823641 · 2018 · External reference
Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning
10.1109/tsg.2018.2859821 · 2019 · External reference
10.3390/en12122291
10.3390/en12122291 · External reference
Intelligent Multi-Microgrid Energy Management Based on Deep Neural Network and Model-Free Reinforcement Learning
10.1109/tsg.2019.2930299 · 2020 · External reference
Safe Deep Reinforcement Learning for Microgrid Energy Management in Distribution Networks With Leveraged Spatial-Temporal Perception
10.1109/tsg.2023.3243170 · 2023 · External reference
Federated Learning: Challenges, Methods and Future Directions
2020 · External reference
Synergies Between Federated Foundation Models and Smart Power Grids: A Dual Paradigm
10.1109/mele.2025.3639354 · 2026 · External reference
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Human-Level Control Through Deep Reinforcement Learning
10.1038/nature14236 · 2015 · External reference
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Addressing Function Approximation Error in Actor-Critic Methods
2018 · External reference
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
2018 · External reference
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10.1609/aaai.v32i1.11794
10.1609/aaai.v32i1.11794 · External reference
10.65109/jsrc7365
10.65109/jsrc7365 · External reference
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
2018 · External reference
A Survey and Critique of Multiagent Deep Reinforcement Learning
10.1007/s10458-019-09421-1 · 2019 · External reference
Federated Machine Learning: Concept and Applications
10.1145/3298981 · 2019 · External reference
10.2514/6.2012-1818
10.2514/6.2012-1818 · External reference
Digital Twin: Enabling Technologies, Challenges and Open Research
10.1109/access.2020.2998358 · 2020 · External reference
Digital Twin in Manufacturing: A Categorical Literature Review and Classification
10.1016/j.ifacol.2018.08.474 · 2018 · External reference
Characterising the Digital Twin: A Systematic Literature Review
10.1016/j.cirpj.2020.02.002 · 2020 · External reference
Digital Twin: Values, Challenges and Enablers From a Modeling Perspective
10.1109/access.2020.2970143 · 2020 · External reference
Power System Digital Twins in Action: What We Learnt and Where We Go Next
10.1049/dgt2.70015 · 2025 · External reference
10.1017/cbo9780511803161
10.1017/cbo9780511803161 · External reference
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Toward Causal Representation Learning
10.1109/jproc.2021.3058954 · 2021 · External reference
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Cooperative Distributed Control Implementation of the Power Flow Coloring Over a Nano-Grid With Fluctuating Power Loads
10.1109/tsg.2015.2509002 · 2017 · External reference
10.3390/en14154460
10.3390/en14154460 · External reference
A Distributed AI Framework for Nano-Grid Power Management and Control
10.1109/access.2024.3377926 · 2024 · External reference
10.1609/aaai.v32i1.11797
10.1609/aaai.v32i1.11797 · External reference
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Reinforcement Learning for Microgrid Energy Management
10.1016/j.energy.2013.05.060 · 2013 · External reference
An Assessment of Multistage Reward Function Design for Deep Reinforcement Learning-Based Microgrid Energy Management
10.1109/tsg.2022.3179567 · 2022 · External reference
Novel Architecture of Energy Management Systems Based on Deep Reinforcement Learning in Microgrid
10.1109/tsg.2023.3317096 · 2024 · External reference
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Task-Oriented Multi-User Semantic Communications
10.1109/jsac.2022.3191326 · 2022 · External reference
Semantic Communications in Networked Systems: A Data Significance Perspective
10.1109/mnet.106.2100636 · 2022 · External reference
10.3390/en19122820
10.3390/en19122820 · External reference
10.1007/s11704-024-40231-1
10.1007/s11704-024-40231-1 · External reference
10.1007/978-1-4471-0211-3
10.1007/978-1-4471-0211-3 · External reference
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Power Flow Coloring System Over a Nanogrid With Fluctuating Power Sources and Loads
10.1109/tii.2017.2733550 · 2017 · External reference
Distributed Artificial Intelligence Solution for D2D Communication in 5G Networks
10.1109/jsyst.2020.2979044 · 2020 · External reference
A Novel Distributed AI Framework with ML for D2D Communication in 5G/6G Networks
10.1016/j.comnet.2022.108987 · 2022 · External reference
Dynamic D2D Communication in 5G/6G Using a Distributed AI Framework
10.1109/access.2022.3182388 · 2022 · External reference
10.1201/9781003469209
10.1201/9781003469209 · External reference
10.1109/icce-taiwan62264.2024.10674231
10.1109/icce-taiwan62264.2024.10674231 · External reference
10.3390/electronics15010061
10.3390/electronics15010061 · External reference
10.3390/en19102262
10.3390/en19102262 · External reference
10.3390/designs4040048
10.3390/designs4040048 · External reference
10.3390/en15031055
10.3390/en15031055 · External reference
10.3390/en18215716
10.3390/en18215716 · External reference
Cyber-Physical Security of a Smart Grid Infrastructure
10.1109/jproc.2011.2161428 · 2012 · External reference
Cyber-Physical System Security for the Electric Power Grid
10.1109/jproc.2011.2165269 · 2012 · External reference
Cyber-Physical Systems Security—A Survey
10.1109/jiot.2017.2703172 · 2017 · External reference
10.1109/icdcs.workshops.2008.40
10.1109/icdcs.workshops.2008.40 · External reference
Vulnerability Assessment of Cybersecurity for SCADA Systems
10.1109/tpwrs.2008.2002298 · 2008 · External reference
Defining Control Strategies for MicroGrids Islanded Operation
10.1109/tpwrs.2006.873018 · 2006 · External reference
10.1109/pes.2006.1708993
10.1109/pes.2006.1708993 · External reference
Some Aspects of Stability in Microgrids
10.1109/tpwrs.2012.2234146 · 2013 · External reference
Distributed Secondary Control for Islanded Microgrids—A Novel Approach
10.1109/tpel.2013.2259506 · 2014 · External reference
Distributed Cooperative Secondary Control of Microgrids Using Feedback Linearization
10.1109/tpwrs.2013.2247071 · 2013 · External reference
Distributed Secondary Voltage and Frequency Control for Islanded Microgrids With Uncertain Communication Links
10.1109/tii.2016.2603844 · 2017 · External reference
Joint Planning of Transportable and Flexible Resources in Distribution Systems for Renewable Integration and Resilience Enhancement
10.1016/j.segan.2026.102292 · 2026 · External reference
A Summary of Demand Response in Electricity Markets
10.1016/j.epsr.2008.04.002 · 2008 · External reference
Demand Response and Smart Grids—A Survey
10.1016/j.rser.2013.10.022 · 2014 · External reference
Autonomous Demand-Side Management Based on Game-Theoretic Energy Consumption Scheduling for the Future Smart Grid
10.1109/tsg.2010.2089069 · 2010 · External reference
Game-Theoretic Methods for the Smart Grid: An Overview of Microgrid Systems, Demand-Side Management and Smart Grid Communications
10.1109/msp.2012.2186410 · 2012 · External reference
Reinforcement Learning for Demand Response: A Review of Algorithms and Modeling Techniques
10.1016/j.apenergy.2018.11.002 · 2019 · External reference
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10.1561/9781601988195
10.1561/9781601988195 · External reference
Peer-to-Peer Energy Systems for Connected Communities: A Review of Recent Advances and Emerging Challenges
10.1016/j.apenergy.2020.116131 · 2021 · External reference
Peer-to-Peer and Community-Based Markets: A Comprehensive Review
10.1016/j.rser.2019.01.036 · 2019 · External reference
Incentivizing Energy Trading for Interconnected Microgrids
10.1109/tsg.2016.2614988 · 2018 · External reference
Distributed Energy Trading: The Multiple-Microgrid Case
10.1109/tie.2014.2352592 · 2015 · External reference
Bilateral Contract Networks for Peer-to-Peer Energy Trading
10.1109/tsg.2017.2786668 · 2019 · External reference
A Blockchain-Based Smart Grid: Towards Sustainable Local Energy Markets
10.1007/s00450-017-0360-9 · 2018 · External reference
10.1109/ccta.2017.8062773
10.1109/ccta.2017.8062773 · External reference
Blockchain Technology in the Energy Sector: A Systematic Review of Challenges and Opportunities
10.1016/j.rser.2018.10.014 · 2019 · External reference
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10.1109/ijcnn48605.2020.9207469
10.1109/ijcnn48605.2020.9207469 · External reference
Ultra-Reliable and Low-Latency Wireless Communication: Tail, Risk, and Scale
10.1109/jproc.2018.2867029 · 2018 · External reference
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Constrained Policy Optimization
2017 · External reference
Survey of Hallucination in Natural Language Generation
10.1145/3571730 · 2023 · External reference
Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning
10.1146/annurev-control-042920-020211 · 2022 · External reference
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges Toward Responsible AI
10.1016/j.inffus.2019.12.012 · 2020 · External reference
A Survey of Methods for Explaining Black Box Models
2018 · External reference
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10.1145/2939672.2939778
10.1145/2939672.2939778 · External reference
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications
10.1109/jproc.2021.3060483 · 2021 · External reference
Reinforcement Learning for Electric Power System Decision and Control: Past Considerations and Perspectives
10.1016/j.ifacol.2017.08.1217 · 2017 · External reference
10.1007/978-3-642-25215-0
10.1007/978-3-642-25215-0 · External reference
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Smart Grid Technologies: Communication Technologies and Standards
10.1109/tii.2011.2166794 · 2011 · External reference
A Survey on Smart Grid Communication Infrastructures: Motivations, Requirements and Challenges
10.1109/surv.2012.021312.00034 · 2013 · External reference
Green AI
10.1145/3381831 · 2020 · External reference
10.1145/2810103.2813687
10.1145/2810103.2813687 · External reference
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
10.1109/comst.2020.2986024 · 2020 · External reference
False Data Injection Attacks Against State Estimation in Electric Power Grids
10.1145/1952982.1952995 · 2011 · External reference
Malicious Data Attacks on the Smart Grid
10.1109/tsg.2011.2163807 · 2011 · External reference
Smart Grid Data Integrity Attacks
10.1109/tsg.2013.2245155 · 2013 · External reference
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Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead
10.1038/s42256-019-0048-x · 2019 · External reference
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MATPOWER: Steady-State Operations, Planning and Analysis Tools for Power Systems Research and Education
10.1109/tpwrs.2010.2051168 · 2011 · External reference
10.1109/tdc.2008.4517260
10.1109/tdc.2008.4517260 · External reference
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PyPSA: Python for Power System Analysis
10.5334/jors.188 · 2018 · External reference
10.3390/en13123290
10.3390/en13123290 · External reference
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Network Reconfiguration in Distribution Systems for Loss Reduction and Load Balancing
10.1109/61.25627 · 1989 · External reference
Another Look at Measures of Forecast Accuracy
10.1016/j.ijforecast.2006.03.001 · 2006 · External reference
Trust in Automation: Designing for Appropriate Reliance
10.1518/hfes.46.1.50.30392 · 2004 · External reference
A Mathematical Theory of Communication
10.1002/j.1538-7305.1948.tb01338.x · ExternalCitation · doi-reference
10.1007/978-1-4471-0211-3
10.1007/978-1-4471-0211-3 · ExternalCitation · doi-reference
10.1007/978-1-4614-7085-4
10.1007/978-1-4614-7085-4 · ExternalCitation · doi-reference
10.1007/978-3-642-25215-0
10.1007/978-3-642-25215-0 · ExternalCitation · doi-reference
A Blockchain-Based Smart Grid: Towards Sustainable Local Energy Markets
10.1007/s00450-017-0360-9 · ExternalCitation · doi-reference
A Survey and Critique of Multiagent Deep Reinforcement Learning
10.1007/s10458-019-09421-1 · ExternalCitation · doi-reference
Neurosymbolic AI: The 3rd Wave
10.1007/s10462-023-10448-w · ExternalCitation · doi-reference
The Rise and Potential of Large Language Model Based Agents: A Survey
10.1007/s11432-024-4222-0 · ExternalCitation · doi-reference
10.1007/s11704-024-40231-1
10.1007/s11704-024-40231-1 · ExternalCitation · doi-reference
10.1007/s11704-026-60308-3
10.1007/s11704-026-60308-3 · ExternalCitation · doi-reference
10.1016/b978-0-443-36664-2.00001-0
10.1016/b978-0-443-36664-2.00001-0 · ExternalCitation · doi-reference
Use of Model Predictive Control for Experimental Microgrid Optimization
10.1016/j.apenergy.2013.10.027 · ExternalCitation · doi-reference
Reinforcement Learning for Demand Response: A Review of Algorithms and Modeling Techniques
10.1016/j.apenergy.2018.11.002 · ExternalCitation · doi-reference
Peer-to-Peer Energy Systems for Connected Communities: A Review of Recent Advances and Emerging Challenges
10.1016/j.apenergy.2020.116131 · ExternalCitation · doi-reference
A Survey of Distributed Optimization
10.1016/j.arcontrol.2019.05.006 · ExternalCitation · doi-reference
Synchronization and Power Sharing for Droop-Controlled Inverters in Islanded Microgrids
10.1016/j.automatica.2013.05.018 · ExternalCitation · doi-reference
Distributed Control and Optimization in DC Microgrids
10.1016/j.automatica.2015.07.015 · ExternalCitation · doi-reference
A Survey on Modeling of Microgrids—From Fundamental Physics to Phasors and Voltage Sources
10.1016/j.automatica.2016.07.036 · ExternalCitation · doi-reference
Characterising the Digital Twin: A Systematic Literature Review
10.1016/j.cirpj.2020.02.002 · ExternalCitation · doi-reference
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications
10.1016/j.comnet.2021.107930 · ExternalCitation · doi-reference
A Novel Distributed AI Framework with ML for D2D Communication in 5G/6G Networks
10.1016/j.comnet.2022.108987 · ExternalCitation · doi-reference
Reinforcement Learning for Microgrid Energy Management
10.1016/j.energy.2013.05.060 · ExternalCitation · doi-reference
Survey of Multi-Agent Systems for Microgrid Control
10.1016/j.engappai.2015.07.005 · ExternalCitation · doi-reference
A Summary of Demand Response in Electricity Markets
10.1016/j.epsr.2008.04.002 · ExternalCitation · doi-reference
Reinforcement Learning for Electric Power System Decision and Control: Past Considerations and Perspectives
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