In his study [16], Xianhui proposed an intelligent logistics inspection system based on big data analysis. The author developed a deep learning-based method for parcel detection and tracking in
Read MoreAs the scale of the power grid continues to expand, the human-based inspection method struggles to meet the needs of efficient grid operation and maintenance. Currently, the existing UAV inspection
Read MoreAs global energy systems are undergoing a transition toward decarbonization and digitalization, demands for intelligent energy systems with the more advanced operation, control, and planning are increasing. However, the operation, control, and planning of such intelligent systems pose a number of challenges that need to be
Read MoreHigh penetration of distributed energy storage systems (ESS) offers an unparalleled opportunity to reinforce the distribution grid at the local level against upstream disruptions; however, their mass operation under uncertainty of load and renewable generation is computationally expensive. While deep reinforcement learning (DRL) has been
Read MoreGas-fired reciprocating engine plants (GREPs) are widely used in power supply systems of industrial facilities, which allows for ensuring the operation of electrical loads in case of accidents in the power system. Operating experience attests to the fact that during islanded operations, GREPs are shut down by process protections or protective
Read MoreThis chapter introduces artificial intelligence technology and related applications in the energy sector. It explores different AI techniques and useful applications for energy conservation and efficiency. The key machine learning techniques covered in this chapter include deep learning, artificial neural networks, expert systems, and fuzzy logic.
Read MoreDigital twin technology utilizes sensors, big data, artificial intelligence and other technologies to establish the mirroring from physical space to virtual space, and it is an effective way to analyze the evolution law of dynamic behavior of key equipment and power systems, and propose optimal control strategies.
Read MoreIn 2021, about 2.4 GW/4.9 GWh of newly installed new-type energy storage systems was commissioned in China, exceeding 2 GW for the first time, 24% of which was on the user side [].Especially, industrial and
Read MoreThe embodiment of the invention provides intelligent operation and inspection equipment for an energy storage power station, and relates to the technical field of equipment state
Read MoreAbdalla et al. [48] provided an overview of the roles, classifications, design optimization methods, and applications of ESSs in power systems, where artificial intelligence (AI)
Read MoreAn intelligent operation strategy for energy storage which improves reliability considering the renewable energy integration is presented. The smart grid communication and control
Read MoreAlthough there are several ways to classify the energy storage systems, based on storage duration or response time (Chen et al., 2009; Luo et al., 2015), the most common method in categorizing the ESS technologies identifies four main classes: mechanical, thermal, chemical, and electrical (Rahman et al., 2012; Yoon et al., 2018) as
Read MoreResearch on Equipment Management and Control System Under the Integrated Mode of Operation and Maintenance in Pumped Storage Enterprises in China August 2023 DOI: 10.2991/978-94-6463-224-8_37
Read MoreIn response to the demands of the Energy Internet, the new generation information technologies (cloud computing, big data, Internet of Things (IoT), Mobile Internet and artificial intelligence
Read MoreEnsuring stable and reliable operation of Ultra-High-Voltage transmission lines is an important issue in the construction of energy Internet. Based on extensive investigation and development of key technologies in lab, this paper proposes an Unmanned Aerial Vehicle Intelligent Patrol-Inspection (UAV-PIS) system applied to transmission grid, focusing on
Read MoreSeveral review articles have conducted comprehensive investigations on monitoring and fault diagnosis techniques in the field of PV systems. Specifically, Høiaas et al. [11] reviewed optics-based tools for large-scale PV module inspection, including fault classification and evaluations of infrared thermography and luminescence imaging
Read MoreIn recent years, energy storage systems have rapidly transformed and evolved because of the pressing need to create more resilient energy infrastructures and to keep energy costs at low rates for consumers, as well as for utilities. Among the wide array of technological approaches to managing power supply, Li-Ion battery applications are widely used to
Read MoreThe new power system has the characteristics of "double height", which mainly includes the introduction of wind power/photovoltaic and other power electronic devices on the basis of conventional power equipment, and the addition of typical converter valve hall internal converter transformer/valve tower/wall bushing/converter Bushing/super large voltage
Read MoreDOI: 10.1109/PandaFPE57779.2023.10141509 Corpus ID: 259122734 Intelligent Operation and Inspection of Power Grid Based on Deep Recursive Belief Network and Digital Twin Technology @article{Ma2023IntelligentOA, title={Intelligent Operation and Inspection
Read MoreThis paper discusses the recent progress of a multi-year project investigating the concept of an unmanned aerial vehicle (UAV) being partially powered by the natural environment the drone will encounter along its flight path. This UAV flight is achieved using power generation, management, and storage systems. The aircraft''s improvement in sustainability, or
Read MoreHowever, large scale integration of renewable energy sources present an important drawback because of their highly irregular and mostly unpredictable production [1], which causes high dynamics on
Read MoreAIOps first put forward the concept of intelligent operation and main-tenance with artificial intelligence and machine learning technologies. The idea of AIOps is applied to the power system recently in China. In this technical briefing, it first analyzes the definition in depth, then describes the operation and main-tenance''s development in
Read MoreLiterature (Zhang et al., 2022b) proposed a knowledge storage and query scheme based on Tinker Pop graph computing framework, which offered a self-contained knowledge storage and query system and supported the
Read MoreThe development of energy storage and conversion has a significant bearing on mitigating the volatility and intermittency of renewable energy sources [1], [2], [3]. As the key to energy storage equipment, rechargeable batteries have been widely applied in a wide range of electronic devices, including new energy-powered trams, medical
Read MoreNowadays, the rise of Internet of Things (IoT) devices is driving technological upgrades and transformations in the construction industry, the integration of IoT devices in buildings is crucial for both the buildings themselves and the intelligent cities. However, large-scale IoT devices increase energy consumption and bring higher
Read MoreIn [26], a hierarchical energy management model based on DRL is proposed for local energy management of energy storage systems to improve the resilience of the power distribution system.
Read MoreAbstract. This study proposes and evaluates the effectiveness of a new energy-efficient control strategy for Intelligent Track Inspection Trains (ITITs). First, a sufficiently simple state-space
Read MoreProposing a comprehensive linearized mathematical framework accelerating the energy transition. • Coordinating the responsive power systems with carbon capture and hybrid ESS (BESS, PHS, HES). • Enhancing an effective augmented ɛ-constraint technique to simultaneously optimize cost and CO 2.
Read MoreIntelligent operation and maintenance refers to the use of new-generation information and communication technologies (e.g., cloud computing, big data, the internet-of-things, and artificial intelligence) to achieve dynamic self-decision-making in
Read MoreBattery energy storage systems (BESSs) have attracted significant attention in managing RESs [12], [13], as they provide flexibility to charge and discharge power as needed. A battery bank, working based on lead–acid (Pba), lithium-ion (Li-ion), or other technologies, is connected to the grid through a converter.
Read MoreAs the photovoltaic (PV) industry continues to evolve, advancements in energy storage intelligent operation and inspection system have become instrumental in optimizing the utilization of renewable energy sources. From innovative battery technologies to smart energy management systems, these solutions are transforming the way we store and distribute solar-generated electricity.
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