主题图谱 / smart grid

smart grid

GeneTech 知识引擎共收录 82 篇相关科研实体，横跨 16 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

年度产出趋势

代表性文献（按质量分排序，前 60 条）

• Integration of AI-driven digital twins for real-time optimization of renewable energy grids
  2026 · AI 安全与对齐 · The increasing integration of renewable energy sources, such as solar photovoltaics, wind turbines, hydropower, and energy storage systems, introduces substantial variability and complexity into modern power grids. This …
• Advancing Modern Power Grid Planning Through Digital Twins: Standards Analysis and Implementation
  2026 · 数字孪生 · The increasing complexity of modern electrical networks poses significant challenges in terms of monitoring, maintenance, and operational efficiency. However, current planning approaches often lack a unified integration …
• A Survey of Smart Grid Emerging Use Cases and Relevant 5G and 6G Capabilities and Features
  2026 · 数字孪生 · The growing complexity of modern energy systems has led to the adoption of Smart Grid (SG) that use advanced communication technologies to facilitate efficient, reliable, secure, and sustainable energy operation and mana…
• Integration of digital twin technologies in smart grid substations
  2026 · 数字孪生 · Abstract In the era of Industry 5.0, digital transformation of smart grid substations is crucial to address growing demands for efficiency and reliability. However, conventional substations lack real-time monitoring. Fau…
• A Causal-Physics-Informed Hybrid Deep Learning Framework for Long-Term Probabilistic Load Forecasting in Renewable-Rich Power Systems
  2026 · 新能源 · The increasing penetration of renewable energy sources (RES) into modern power systems introduces significant uncertainty into electricity demand forecasting, driven by the variable and intermittent nature of solar and w…
• A Causal-Physics-Informed Hybrid Deep Learning Framework for Long-Term Probabilistic Load Forecasting in Renewable-Rich Power Systems
  2026 · 新能源 · The increasing penetration of renewable energy sources (RES) into modern power systems introduces significant uncertainty into electricity demand forecasting, driven by the variable and intermittent nature of solar and w…
• ENERGY AUDITING ANALYSIS OF ELECTRICAL LOAD
  2026 · 新能源 · The increasing demand for electrical energy in Karnataka necessitates efficient monitoring and optimization of energy usage. This paper presents a comprehensive energy auditing study based on electrical load consumption …
• ENERGY AUDITING ANALYSIS OF ELECTRICAL LOAD
  2026 · 新能源 · The increasing demand for electrical energy in Karnataka necessitates efficient monitoring and optimization of energy usage. This paper presents a comprehensive energy auditing study based on electrical load consumption …
• An Overview of Extreme Learning Machine-Based Intelligent Fault Localization Approaches
  2026 · 新能源 · Abstract The reliable operation of modern power systems depends heavily on the rapid detection and accurate localization of faults occurring in transmission and distribution networks. With the increasing integration of r…
• An Overview of Extreme Learning Machine-Based Intelligent Fault Localization Approaches
  2026 · 新能源 · Abstract The reliable operation of modern power systems depends heavily on the rapid detection and accurate localization of faults occurring in transmission and distribution networks. With the increasing integration of r…
• An Overview of Extreme Learning Machine-Based Intelligent Fault Localization Approaches
  2026 · 隐私计算与数据要素 · Abstract The reliable operation of modern power systems depends heavily on the rapid detection and accurate localization of faults occurring in transmission and distribution networks. With the increasing integration of r…
• An Overview of Extreme Learning Machine-Based Intelligent Fault Localization Approaches
  2026 · 隐私计算与数据要素 · Abstract The reliable operation of modern power systems depends heavily on the rapid detection and accurate localization of faults occurring in transmission and distribution networks. With the increasing integration of r…
• A Hybrid Machine Learning Framework for Anomaly Detection and Electricity Theft Identification in Smart Distribution Networks: A Comprehensive Review
  2026 · 隐私计算与数据要素 · This paper presents a review of hybrid machine learning approaches for electricity theft detection in smart grids using Advanced Metering Infrastructure (AMI) data. The study analyzes supervised, unsupervised, and hybrid…
• A Hybrid Machine Learning Framework for Anomaly Detection and Electricity Theft Identification in Smart Distribution Networks: A Comprehensive Review
  2026 · 隐私计算与数据要素 · This paper presents a review of hybrid machine learning approaches for electricity theft detection in smart grids using Advanced Metering Infrastructure (AMI) data. The study analyzes supervised, unsupervised, and hybrid…
• A Comprehensive Review of Real-Time Feeder Monitoring and Auditing Systems: Architectures, Technologies, and Analytics for the Smart Grid
  2025 · 数字孪生 · Abstract: The modernization of power distribution networks into intelligent Smart Grids necessitates a paradigm shift from periodic, manual inspections to continuous, real-time feeder monitoring and auditing. Traditional…
• Transforming nano grids to smart grid 3.0: AI, digital twins, blockchain, and the metaverse revolutionizing the energy ecosystem
  2025 · 数字孪生 · This review explores the transformative architecture of Smart Grid 3.0 by integrating cutting-edge technologies. It presents novel architectural frameworks to transform nanogrid, microgrid, and VPP topologies to their Gr…
• Digital Twin Technology for Renewable Energy, Smart Grids, Energy Storage and Vehicle‐to‐Grid Integration: Advancements, Applications, Key Players, Challenges and Future Perspectives in Modernising Sustainable Grids
  2025 · 数字孪生 · ABSTRACT To address the challenges faced by modern power systems—such as efficiency, dynamics, reliability, control, stability, economy and planning—significant efforts have been made to develop advanced techniques, tool…
• Advances in AI-powered energy management systems for renewable-integrated smart grids
  2025 · 类脑计算 · The accelerating global shift toward renewable energy integration presents both a technical imperative and a systemic challenge to traditional power grid architectures. Variability, decentralization, and real-time balanc…
• Digital Twin Technology for Renewable Energy, Smart Grids, Energy Storage and Vehicle‐to‐Grid Integration: Advancements, Applications, Key Players, Challenges and Future Perspectives in Modernising Sustainable Grids
  2025 · 新能源 · ABSTRACT To address the challenges faced by modern power systems—such as efficiency, dynamics, reliability, control, stability, economy and planning—significant efforts have been made to develop advanced techniques, tool…
• Intelligent Energy Management across Smart Grids Deploying 6G IoT, AI, and Blockchain in Sustainable Smart Cities
  2024 · AI 安全与对齐 · In response to the growing need for enhanced energy management in smart grids in sustainable smart cities, this study addresses the critical need for grid stability and efficient integration of renewable energy sources, …
• AI-oriented Smart Power System Transient Stability: The Rationality, Applications, Challenges and Future Opportunities
  2023 · AI 安全与对齐 · Nowadays, the power grid has become an active colossal resource generation and management system due to the wide use of renewable energy and dynamic workloads processed through intelligent information and communication t…
• A Dynamic Optimal Scheduling Strategy for Multi-Charging Scenarios of Plug-in-Electric Vehicles Over a Smart Grid
  2023 · 碳中和与 CCUS · Green transportation has become our top priority due to the depletion of the earth’s natural resources and rising pollutant emission levels. Plug-in electric vehicles (PEVs) are seen as a solution to the problem because …
• Microgrids: A review, outstanding issues and future trends
  2023 · 深海科技 · A microgrid, regarded as one of the cornerstones of the future smart grid, uses distributed generations and information technology to create a widely distributed automated energy delivery network. This paper presents a r…
• Integration of IoT and blockchain for decentralized management and ownership in the metaverse
  2023 · 数字孪生 · Summary This manuscript provides an in‐depth exploration of metaverses, charting their historical development, technological foundations, and potential multifarious applications. It critically assesses the prevailing cha…
• A Comprehensive Review of Digital Twin Technology for Grid-Connected Microgrid Systems: State of the Art, Potential and Challenges Faced
  2023 · 数字孪生 · The concept of the digital twin has been adopted as an important aspect in digital transformation of power systems. Although the notion of the digital twin is not new, its adoption into the energy sector has been recent …
• Collaborative Scheduling for Multi-Energy Coupling System of Oil-Gas Storage & Transportation and Smart Grid
  2026 · 碳中和与 CCUS · With the rapid development of the global energy background, the situation that traditional energy sources and emerging energy sources are independent and do not interfere with each other has long been unable to maintain …
• A MULTI-OBJECTIVE OPTIMIZATION FRAMEWORK FOR ENERGY-EFFICIENT SMART CITIES USING DEEP REINFORCEMENT LEARNING
  2026 · 新能源 · Purpose - This study proposes a multi-objective optimization framework using Deep Reinforcement Learning (DRL) to improve energy efficiency, reduce operational costs, and minimize carbon emissions in smart cities through…
• A MULTI-OBJECTIVE OPTIMIZATION FRAMEWORK FOR ENERGY-EFFICIENT SMART CITIES USING DEEP REINFORCEMENT LEARNING
  2026 · 新能源 · Purpose - This study proposes a multi-objective optimization framework using Deep Reinforcement Learning (DRL) to improve energy efficiency, reduce operational costs, and minimize carbon emissions in smart cities through…
• Artificial Intelligence and Its Impact on Environment and Climate Change: A Comprehensive Review of Environmental Footprints, Mitigation Strategies, and Sustainable Pathways
  2026 · 新能源 · The rapid proliferation of artificial intelligence (AI) technologies has precipitated an unprecedented surge in computational demand, fundamentally reshaping the global energy landscape and presenting both formidable env…
• Artificial Intelligence and Its Impact on Environment and Climate Change: A Comprehensive Review of Environmental Footprints, Mitigation Strategies, and Sustainable Pathways
  2026 · 新能源 · The rapid proliferation of artificial intelligence (AI) technologies has precipitated an unprecedented surge in computational demand, fundamentally reshaping the global energy landscape and presenting both formidable env…
• A Quantum-Resilient Federated Learning Framework for Secure Smart Grid
  2026 · 隐私计算与数据要素 · Wide-area monitoring systems built on phasor measurement units (PMUs) underpin real-time stability assessment in transmission grids, yet their measurement and communication paths present an attack surface that convention…
• A Quantum-Resilient Federated Learning Framework for Secure Smart Grid
  2026 · 隐私计算与数据要素 · Wide-area monitoring systems built on phasor measurement units (PMUs) underpin real-time stability assessment in transmission grids, yet their measurement and communication paths present an attack surface that convention…
• Dynamic Switching Characteristics Analysis of Multi-Level SiC-MOSFET Converters for High-Voltage Smart Power Transmission Grids
  2026 · 半导体与先进封装 · Abstract: The accelerating global transition toward decarbonized power systems demands high-voltage direct-current (HVDC) transmission and flexible alternating-current transmission system (FACTS) technologies with superi…
• Dynamic Switching Characteristics Analysis of Multi-Level SiC-MOSFET Converters for High-Voltage Smart Power Transmission Grids
  2026 · 半导体与先进封装 · Abstract: The accelerating global transition toward decarbonized power systems demands high-voltage direct-current (HVDC) transmission and flexible alternating-current transmission system (FACTS) technologies with superi…
• Transforming the electrical grid: the role of AI in advancing smart, sustainable, and secure energy systems
  2025 · AI 驱动科学发现 · The evolution of the electrical grid from its early centralized structure to today’s advanced “smart grid” reflects significant technological progress. Early grids, designed for simple power delivery from large plants to…
• Artificial Intelligence-enabled smart grid systems for real-time load forecasting, fault detection, renewable energy integration and optimization
  2025 · 医疗人工智能 · The global energy landscape is undergoing rapid transformation, driven by increasing electricity demand, decarbonization goals, and the integration of renewable energy resources. Traditional power systems, characterized …
• Circular economy meets smart energy grids: designing systems for resource optimization and carbon reduction
  2025 · 碳中和与 CCUS · This study examines the integration of Circular Economy (CE) principles with Smart Energy Grids (SEG) as a strategy to advance sustainable, low-carbon energy systems. The CE emphasizes minimizing waste, recovering resour…
• Post-Quantum Secure Blockchain-Based Federated Learning Framework for Enhancing Smart Grid Security
  2025 · 量子材料 · Emerging technologies have accelerated the digitalization of smart grids, improving demand-side management, sustainability, and operational efficiency. The attack surface is widened by this interconnection, though, leavi…
• Development of a PSS for Smart Grid Energy Distribution Optimization based on Digital Twin
  2022 · 数字孪生 · According to the recent enactments of the European authorities, the reduction of CO2 emissions is one of the main targets, in order to achieve climate neutrality. However, under the Industry 4.0 framework, several digita…
• Energy System 4.0: Digitalization of the Energy Sector with Inclination towards Sustainability
  2022 · 数字孪生 · The United Nations' sustainable development goals have emphasized implementing sustainability to ensure environmental security for the future. Affordable energy, clean energy, and innovation in infrastructure are the rel…
• A Review of Modeling and Applications of Energy Storage Systems in Power Grids
  2022 · 新能源 · As the penetration of variable renewable generation increases in power systems, issues, such as grid stiffness, larger frequency deviations, and grid stability, are becoming more relevant, particularly in view of 100% re…
• Quantum computing for smart grid applications
  2022 · 量子计算 · Abstract Computational complexities in modern power systems are reportedly increasing daily, and it is anticipated that traditional computers might be inadequate to provide the computation prerequisite in future complex …
• How Smart is the Grid?
  2021 · 数字孪生 · Ancient Romans called urbs the set of buildings and infrastructures, and civitas the Roman citizens. Today instead, while the society is surfing the digital tsunami, urbs and civitas tend to become much closer, almost me…
• A Stacked GRU-RNN-Based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation
  2021 · 新能源 · Predictions of renewable energy (RE) generation and electricity load are critical to smart grid operation. However, the prediction task remains challenging due to the intermittent and chaotic character of RE sources, and…
• 6G Wireless Systems: A Vision, Architectural Elements, and Future Directions
  2020 · 生物计算 · Internet of everything (IoE)-based smart services are expected to gain immense popularity in the future, which raises the need for next-generation wireless networks. Although fifth-generation (5G) networks can support va…
• Gaining Insight Into Solar Photovoltaic Power Generation Forecasting Utilizing Explainable Artificial Intelligence Tools
  2020 · 医疗人工智能 · Over the last two decades, Artificial Intelligence (AI) approaches have been applied to various applications of the smart grid, such as demand response, predictive maintenance, and load forecasting. However, AI is still …
• Battery Technologies for Grid-Level Large-Scale Electrical Energy Storage
  2020 · 新能源 · Abstract Grid-level large-scale electrical energy storage (GLEES) is an essential approach for balancing the supply–demand of electricity generation, distribution, and usage. Compared with conventional energy storage met…
• Smart grid technologies and application in the sustainable energy transition: a review
  2023 · 仿生智能 · The smart grid is a product of the advances in computer and communication technology and power electronics that creates a more resilient, reliable and one that supports a two-way flow of electricity and information.The s…
• Exploiting Digital Twin technology for Cybersecurity Monitoring in Smart Grids
  2023 · 数字孪生 · The adoption of Digital Twin technology has witnessed significant growth in various domains, enabling continuous monitoring and testing in diverse applications. In the context of safeguarding critical infrastructures, pa…
• Integrating Renewable Energy Resources Into the Smart Grid: Recent Developments in Information and Communication Technologies
  2018 · 新能源 · Rising energy costs, losses in the present-day electricity grid, risks from nuclear power generation, and global environmental changes are motivating a transformation of the conventional ways of generating electricity. G…
• Energy Management and Optimization Methods for Grid Energy Storage Systems
  2017 · 新能源 · Today, the stability of the electric power grid is maintained through real time balancing of generation and demand. Grid scale energy storage systems are increasingly being deployed to provide grid operators the flexibil…
• Energy Storage Sharing in Smart Grid: A Modified Auction-Based Approach
  2016 · 新能源 · This paper studies the solution of joint energy storage (ES) ownership sharing between multiple shared facility controllers (SFCs) and those dwelling in a residential community. The main objective is to enable the reside…
• Optimal Integration of Distributed Energy Storage Devices in Smart Grids
  2013 · 新能源 · Energy storage is traditionally well established in the form of large scale pumped-hydro systems, but nowadays is finding increased attraction in medium and smaller scale systems. Such expansion is entirely complementary…
• Building Integrated Photovoltaic System With Energy Storage and Smart Grid Communication
  2012 · 新能源 · The utility grid challenge is to meet the current growing energy demand. One solution to this problem is to expand the role of microgrids that interact with the utility grid and operate independently in case of a limited…
• BEVs/PHEVs as Dispersed Energy Storage for V2B Uses in the Smart Grid
  2011 · 新能源 · Numerous recent studies have assessed the feasibility of vehicle-to-grid (V2G) mode of discharging, which provides an option to use the energy stored in a battery in electric vehicles to support the power grid. This pape…
• Optimal energy storage control policies for the smart power grid
  2011 · 新能源 · Electric energy storage devices are prime candidates for demand load management in the smart power grid. In this work, we address the optimal energy storage control problem from the side of the utility operator. The oper…
• Multi-agent systems in a distributed smart grid: Design and implementation
  2009 · AI Agent 生态 · The objective of this paper is to discuss the design and implementation of a multi-agent system that provides intelligence to a distributed smart grid - a smart grid located at a distribution level. A multi-agent applica…
• Challenges in integrating distributed Energy storage systems into future smart grid
  2008 · 新能源 · Distributed energy storage systems in combination with advanced power electronics have a great technical role to play and will have a huge impact on future electrical supply systems and lead to many financial benefits. S…
• A Review of Quantum Key Distribution Protocols in the Perspective of Smart Grid Communication Security
  2020 · 量子材料 · Smart grid depends on an advanced communication network to collect information from the power grid, and to disseminate control commands to the control devices. To safeguard the power grid, it is crucial to ensure informa…
• Internet of Things in Smart Grid: Architecture, Applications, Services, Key Technologies, and Challenges
  2019 · 机器人零部件 · Internet of Things (IoT) is a connection of people and things at any time, in any place, with anyone and anything, using any network and any service. Thus, IoT is a huge dynamic global network infrastructure of Internet-…

以 API 获取该主题全量数据

# 主题词表（含本主题的站点分布与年度分布）
curl http://data.swarmlabs.tools/api/topics.json

# 主题共现知识图谱
curl http://data.swarmlabs.tools/api/graph.json

需要按主题批量拉取、导出 BibTeX 或接入 AI Agent？查看 数据下载与格式 或 MCP 接入。