Iet Generation Transmission & Distribution最新文献

Rapid Electric Vehicle Charging Based on Silicon Carbide Enabled Medium Voltage DC Tranmission Systems 基于碳化硅的中压直流输电系统的电动汽车快速充电

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-07-02 DOI: 10.1049/gtd2.70092

Arkadeep Deb, Jose Ortiz Gonzalez, Ruizhu Wu, Walid Issa, Saeed Jahdi, Olayiwola Alatise

{"title":"Rapid Electric Vehicle Charging Based on Silicon Carbide Enabled Medium Voltage DC Tranmission Systems","authors":"Arkadeep Deb, Jose Ortiz Gonzalez, Ruizhu Wu, Walid Issa, Saeed Jahdi, Olayiwola Alatise","doi":"10.1049/gtd2.70092","DOIUrl":"https://doi.org/10.1049/gtd2.70092","url":null,"abstract":"Rapid electric vehicle (EV) chargers with power ratings above 100 kW will become more common in the future. Reinforcing UK distribution networks with additional power handling capacity can be costly and disruptive. This is due to the limited headroom in 11 kV distribution networks and the high population densities where 11 kV/400 V transformers are located. This paper proposes a medium voltage DC (MVDC) system that bypasses the 33 kV/11 and 11 kV/400 V AC transformers by transmitting 54 kV DC power directly to the EV charging stations. The 33 kV AC to 54 kV rectification in this system is proposed to be done by using a 29-level modular multilevel converter (MMC) implemented in 3.3 kV SiC MOSFETs. On the EV side, there will be a 54 kV to 800 V/400 V fully isolated DC/DC converter implemented with 3.3 kV SiC MOSFETs on the primary side and 1.2 kV SiC MOSFETs or Schottky diodes on the secondary side. This paper presents experimentally calibrated converter simulation results demonstrating improved performance in the MVDC system and shows this is only possible with SiC MOSFET technology, as the losses using silicon IGBTs make the system less efficient than the existing AC transmission system.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70092","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144524596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Determining the Ideal Proportion of Intermittent Renewable Energy in Electricity Market Considering Transmission Line Capacities Using Multi-Criteria Decision-Making 考虑输电线路容量的电力市场间歇可再生能源理想比例的多准则决策

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-06-24 DOI: 10.1049/gtd2.70109

Arash Lotfipour, Seyed Saeid Mohtavipour

{"title":"Determining the Ideal Proportion of Intermittent Renewable Energy in Electricity Market Considering Transmission Line Capacities Using Multi-Criteria Decision-Making","authors":"Arash Lotfipour, Seyed Saeid Mohtavipour","doi":"10.1049/gtd2.70109","DOIUrl":"https://doi.org/10.1049/gtd2.70109","url":null,"abstract":"Renewable energy sources (RES) have gained growing interest due to their ability to provide cleaner energy and high-energy efficiency. However, the integration of RES into electricity markets remains challenging due to their intermittent nature and the merit-order effect. To tackle the complex task of determining the appropriate share of variable RES for market involvement, this paper introduces a multi-criteria decision-making (MCDM) framework that merges the simple additive weighting (SAW) with the analytic hierarchy process (AHP), referred to as AHP-SAW. This paper proposes one criterion representing transmission lines and five criteria representing the electricity market. By defining these criteria and solving the mathematical model associated with the proposed AHP-SAW method, the optimal allocation of renewable resources for involvement in the wholesale market is determined, while transmission line constraints are considered. The analysis suggests that increasing the marginal costs for firms leads to different effects on transmission line congestion, depending on the firm in question. While some firms’ higher costs reduce congestion, others may exacerbate it. Also, the results prove that a significant increase in the share of renewable energy sources leads to considerable fluctuations in market prices, with prices even reaching negative values. This issue becomes an obstacle to the profitable participation of traditional units in the market, which in turn creates additional challenges for the system. By the proposed model and according to the priorities of the policymaker, 50%, 60%, and 60% of the maximum permissible share of RES are considered desirable penetration levels for the systems according to three different locations.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70109","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144473163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Effects of Extreme Spot Market Prices on the Electrical Power System: Lessons From the Finnish Distribution System 极端现货市场价格对电力系统的影响：芬兰配电系统的经验教训

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-06-24 DOI: 10.1049/gtd2.70114

Juha Haakana, Jouni Haapaniemi, Akseli Lamminpää, Jukka Lassila, Sami Viiliäinen, Mikko Vähäsaari

{"title":"Effects of Extreme Spot Market Prices on the Electrical Power System: Lessons From the Finnish Distribution System","authors":"Juha Haakana, Jouni Haapaniemi, Akseli Lamminpää, Jukka Lassila, Sami Viiliäinen, Mikko Vähäsaari","doi":"10.1049/gtd2.70114","DOIUrl":"https://doi.org/10.1049/gtd2.70114","url":null,"abstract":"In the past few years, both high and low spot prices have become common in the Finnish power system. This paper seeks to demonstrate the effects of exceptional negative and positive prices on electricity consumption. On 24 November 2023, an extreme case was observed in the Finnish electricity market area, when spot prices reached values of −500 €/MWh for half a day. This meant that even with distribution fees and taxes added to the spot price, the end users were paid over 0.4 €/kWh for their electrical energy use, which produced an incentive to consume electricity. Another special case occurred on 5 January 2024, when the spot price of electricity rose to a record of 1896 €/MWh. For a customer with a spot-price-based contract, the retail price was over 2.3 €/kWh with the value added tax, making electricity consumption very expensive. Thus, the electricity consumption was affected by spot prices. The consumption increased considerably as the spot prices declined to −500 €/MWh and correspondingly, decreased with high spot prices. The main influence on consumption was observed in households that had retail electricity contracts based on spot prices, which provided them with a direct incentive to adjust their electricity consumption. A previous version of this paper was presented at the CIRED 2024 Vienna Workshop.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70114","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144473164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Study of Corona Loss Characteristics of 750 kV AC Bundle Conductors Under High-Altitude Location of 4300 M 海拔4300m条件下750kv交流束导线电晕损耗特性研究

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-06-23 DOI: 10.1049/gtd2.70099

Wangling He, Jintian Liu, Baoquan Wan, Tao Zhao, Yunpeng Liu, Jilai Xu, Ke Zhang, Xiaojuan Li

{"title":"Study of Corona Loss Characteristics of 750 kV AC Bundle Conductors Under High-Altitude Location of 4300 M","authors":"Wangling He, Jintian Liu, Baoquan Wan, Tao Zhao, Yunpeng Liu, Jilai Xu, Ke Zhang, Xiaojuan Li","doi":"10.1049/gtd2.70099","DOIUrl":"https://doi.org/10.1049/gtd2.70099","url":null,"abstract":"Corona loss is an important technical factor for the construction of ultra-high voltage (UHV) and extra-high voltage (EHV) AC transmission lines. In high-altitude areas, the atmospheric pressure decreases and the ultraviolet rays increase, making it easier for the corona onset of conductors. The control of corona losses is even more essential. Currently, there is little research on the corona loss level of multiple bundle conductors for 750 kV EHV AC projects in high-altitude conditions above 4000 m. In the paper, based on the large corona cage in Yangbajing, Tibet, China, at an altitude of 4300 m, the corona losses of the 6 × LGJ500, 6 × LGJ630 and 8 × LGJ500 conductors were measured by the corona loss measurement system under conditions of dryness, heavy rain and wet conductors. By taking typical 750 kV EHV-AC single-circuit and double-circuit transmission lines as an example, the corona loss equivalent method was used to evaluate the corona loss of transmission line conductors at high altitudes.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70099","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144339642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Aggregate Operation Method of Adjustable Power Domain for Technical Virtual Power Plant Based on Cost-Benefit Analysis 基于成本效益分析的技术虚拟电厂可调功率域聚合运行方法

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-06-23 DOI: 10.1049/gtd2.70113

Haibo Zhang, Yunfei Chu, Huilai Chen

{"title":"Aggregate Operation Method of Adjustable Power Domain for Technical Virtual Power Plant Based on Cost-Benefit Analysis","authors":"Haibo Zhang, Yunfei Chu, Huilai Chen","doi":"10.1049/gtd2.70113","DOIUrl":"https://doi.org/10.1049/gtd2.70113","url":null,"abstract":"Technical virtual power plant (TVPP) must calculate and represent the flexibilities of all distributed energy resources (DERs) in a concise and compact form so as to provide various ancillary services to power systems more efficiently. This paper chooses adjustable power domain (APD) to represent the flexibilities of all DERs. In particular, it also analyses the influence of multiple uncertainties on TVPP's economy during the aggregation process of APD. Firstly, the generator-like model is selected to quantify the aggregate flexibility of TVPP, and the model parameters are solved quickly by equivalent linear programming problems. Secondly, the uncertainties from renewable energy's power supply and power system's dispatching instruction are modelled using probability distribution and confidence interval, respectively. Thirdly, after accounting for the influence from multiple uncertainties on TVPP's APD, this paper establishes the two-stage robust aggregate operation model based on cost-benefit analysis, which is solved by a column-and-constraint generation (C&CG) algorithm. Finally, an example is given to verify the effectiveness of the proposed aggregate operation method on ensuring flexibility, reliability and economy of TVPP.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70113","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144367589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Fundamental-Frequency Bus-Impedance Analysis of Power Grids Dominated by Grid-Forming and Grid-Following Inverters 成网和随网逆变器主导的电网基频母线阻抗分析

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-06-16 DOI: 10.1049/gtd2.70110

Jialu Yuan, Yitong Li, Yao Qin, Shaoze Zhou, Dongmei Yang, Zheng Wei

{"title":"Fundamental-Frequency Bus-Impedance Analysis of Power Grids Dominated by Grid-Forming and Grid-Following Inverters","authors":"Jialu Yuan, Yitong Li, Yao Qin, Shaoze Zhou, Dongmei Yang, Zheng Wei","doi":"10.1049/gtd2.70110","DOIUrl":"https://doi.org/10.1049/gtd2.70110","url":null,"abstract":"Due to the low-carbon requirement worldwide, renewable energy resources based on grid-forming (GFM) and grid-following (GFL) inverters are increasingly being integrated into modern power systems, which can be broadly classified as voltage- and current-type apparatuses. However, the impacts of the locations of the GFM and GFL inverters on the grids are still unclear and are not fully understood. One of the most important indices for assessing grid characteristics is the equivalent fundamental-frequency impedance seen at each bus. Therefore, this article investigates how the placement of GFM and GFL inverters influences the equivalent fundamental-frequency impedance at different buses in a large-scale power grid. The study examines impedance variation patterns at each bus when the GFM and GFL inverters are interchanging with each other. Additionally, a placement scheme has been proposed. Numerical calculations and system simulations are performed on 30-bus and 68-bus systems in order to verify the corresponding theoretical analysis.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70110","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144299906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Deep Reinforcement Learning-Based Real-Time Controller for Energy-Efficient Buildings 基于深度强化学习的节能建筑实时控制器

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-06-13 DOI: 10.1049/gtd2.70103

Mohammad Seyfi, Saku Levikari, Mikko Nykyri, Behnam Mohammadi-Ivatloo, Samuli Honkapuro

{"title":"Deep Reinforcement Learning-Based Real-Time Controller for Energy-Efficient Buildings","authors":"Mohammad Seyfi, Saku Levikari, Mikko Nykyri, Behnam Mohammadi-Ivatloo, Samuli Honkapuro","doi":"10.1049/gtd2.70103","DOIUrl":"https://doi.org/10.1049/gtd2.70103","url":null,"abstract":"Energy-efficient buildings play an important role in driving the transition toward more efficient and sustainable energy systems, especially in green local energy communities. However, incorporating such buildings into larger energy networks poses considerable difficulties, particularly in developing control systems that are both effective and efficient. In this paper, a deep reinforcement learning (DRL) approach is proposed to optimize the control of various decision variables within an integrated energy system including an energy-efficient building. The Markov decision process is formulated to maximize the building's profit from energy transactions with the electricity grid while simultaneously maintaining indoor temperatures at levels preferred by the occupants. To achieve this, the heating, ventilation, and air conditioning (HVAC) system is scheduled using the DRL method. Specifically, a soft actor-critic (SAC) agent is trained to manage an energy system including a real-case energy-efficient building in Lahti city of Finland with HVAC control system, an energy storage system, solar panels, and energy interactions with the grid. The results demonstrate the ability of the SAC agent to learn near-optimal decision-making strategies, increasing the economic performance of while ensuring thermal comfort for residents. This approach highlights the potential of DRL in enhancing both economic and environmental outcomes in energy building management.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70103","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144273462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Development of Economical Hardware Enhancement for Load Break Switch in Smart Distribution Network 智能配电网负荷分断开关经济型硬件增强的研究

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-06-12 DOI: 10.1049/gtd2.70106

Praditpong Suksirithawornkul, Teratam Bunyagul, Noppadol Charbkaew, Yotaka Chompusri, Tirapong Kasirawat, Narong Tantichayakorn

{"title":"Development of Economical Hardware Enhancement for Load Break Switch in Smart Distribution Network","authors":"Praditpong Suksirithawornkul, Teratam Bunyagul, Noppadol Charbkaew, Yotaka Chompusri, Tirapong Kasirawat, Narong Tantichayakorn","doi":"10.1049/gtd2.70106","DOIUrl":"https://doi.org/10.1049/gtd2.70106","url":null,"abstract":"This study explores the design and evaluation of an economical hardware platform aimed at enhancing load break switches (LBS) in distribution systems. Simulations conducted using DIgSILENT power factory and PSCAD validated the proposed method. The provincial electricity authority of Chiang Mai province successfully implemented this hardware platform in the Ban Khun Pae smart microgrid project. The hardware platform was under laboratory testing using an overcurrent algorithm to detect fault currents. It successfully identified all potential issues, including saturation currents on feeders, and autonomously transmitted data to operators for timely corrective action. The findings confirmed that single line-to-ground fault currents were the most frequent fault type. The intelligent electronic devices relay and the InHand wireless overhead-line system fault current detectors at the site worked just as well as the improved LBS, showing that they are strong and reliable ways to find faults. This economical and efficient platform not only enhances operational reliability but also paves the way for improved fault monitoring and management in distribution systems, ensuring faster response times and minimizing downtime during faults. The seamless integration with existing feeder infrastructure further highlights its practical utility and scalability, providing an innovative solution to the challenges faced in modern distribution networks.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70106","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144273312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Adaptability Analysis and Improvement of Traditional Transformer Protection in Offshore Low-Frequency Wind Power System 海上低频风电系统传统变压器保护的适应性分析及改进

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-06-12 DOI: 10.1049/gtd2.70107

Chenqing Wang, Shi Chen, Xinyu Wu, Yaming Ge, Xiangping Kong, Shuping Gao, Jinyu Zhou

{"title":"Adaptability Analysis and Improvement of Traditional Transformer Protection in Offshore Low-Frequency Wind Power System","authors":"Chenqing Wang, Shi Chen, Xinyu Wu, Yaming Ge, Xiangping Kong, Shuping Gao, Jinyu Zhou","doi":"10.1049/gtd2.70107","DOIUrl":"https://doi.org/10.1049/gtd2.70107","url":null,"abstract":"Since both ends of the AC transmission and outlet lines of the offshore low-frequency transmission system are power electronic equipment, the current distortion during the fault process of the power grid may cause the adaptability of the existing protection to be reduced. The traditional ratiometric differential transformer protection method based on the second harmonic braking principle has a serious delay problem when the low-frequency operation system fails. How to improve the existing protection performance and solve the problem of protection adaptability under the offshore low-frequency wind power system is the core problem of this paper. In this paper, a zero-sequence differential protection based on phase difference is proposed for the internal grounding fault of the transformer, which has strong anti-excitation inrush current interference, and the protection criterion is the self-generated zero-sequence current and the neutral point zero-sequence current on the high-voltage side of the transformer. However, since there is no zero sequence current in the case of interphase fault, a transformer protection based on the phase difference of the negative sequence current is proposed. The offshore low-frequency wind power transmission system was built by PSCAD, and the feasibility of the protection algorithm was verified by MATLAB. The simulation results show that the proposed protection principle operates quickly and reliably no matter any fault occurs in the low-frequency transformer.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70107","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144273317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Multi-Scale Information Attention Network-Based Lightweight Super-Resolution Reconstruction For Infrared Images of Power Equipment 基于多尺度信息关注网络的电力设备红外图像轻量化超分辨重建

IF 2 4区工程技术

Iet Generation Transmission & Distribution Pub Date : 2025-06-12 DOI: 10.1049/gtd2.70108

Hongshan Zhao, Zhonghang Li, Xiaopan Wang, Shiyu Lin, Jingyuan Liu, Weixin Yang

{"title":"Multi-Scale Information Attention Network-Based Lightweight Super-Resolution Reconstruction For Infrared Images of Power Equipment","authors":"Hongshan Zhao, Zhonghang Li, Xiaopan Wang, Shiyu Lin, Jingyuan Liu, Weixin Yang","doi":"10.1049/gtd2.70108","DOIUrl":"https://doi.org/10.1049/gtd2.70108","url":null,"abstract":"This paper presents a super-resolution technique based on a multi-scale information attention network (MIA) aimed at tackling the existing issues of low resolution and unclear temperature distribution in infrared images of power equipment. Firstly, a multi-scale residual distillation module (MRD) is constructed by distilling and refining the input feature maps using lightweight blueprint separable convolution (LBSConv) to fully extract the multi-scale feature information of power equipment; secondly, mixed local-global channel attention (MLGCA) is built to adaptively capture the local and global information in the spatial dimensions of the power equipment, and to enhance the key features extracted by the model then, the super-resolution network is constructed so that the network focuses on multi-scale information, such as texture details and overall contours of infrared images of power equipment, to improve the feature expression ability of the model. Experimental results demonstrate that the proposed MIA achieves a peak signal-to-noise ratio (PSNR) of 35.315 dB and an structural similarity (SSIM) of 0.9543 on the power equipment infrared image dataset, which are better than several other lightweight models, and provide a better effect in reconstructing power equipment during subjective visual evaluation. The proposed method can enhance the thermal imaging resolution for power equipment, which supports power equipment fault diagnosis.","PeriodicalId":13261,"journal":{"name":"Iet Generation Transmission & Distribution","volume":"19 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/gtd2.70108","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144273536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0