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  1. 1

    Hybrid Scheduling Model for Independent Grid Tasks by J. Shanthini, T. Kalaikumaran, S. Karthik

    Published 2015-01-01
    “…In this paper, we propose a hybrid scheduling algorithm for scheduling independent grid tasks with the objective of reducing total weighted tardiness of grid tasks. …”
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    Enhancing IoT security in smart grids with quantum-resistant hybrid encryption by Jian Xiong, Lu Shen, Yan Liu, Xiaofen Fang

    Published 2025-01-01
    “…To address the above challenges, this paper proposes a novel encryption mechanism, the Quantum-Resistant Hybrid Encryption for IoT (QRHE-IoT), designed to enhance the security of communications in IoT-enabled smart grids. …”
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    A hybrid model for smart grid theft detection based on deep learning by Yinling LIAO, Jincan LI, Bing WANG, Jun ZHANG, Yaoyuan LIANG

    Published 2024-02-01
    “…A hybrid deep learning model was proposed to effectively detect electricity theft in smart grids.The hybrid model employed a deep learning convolutional neural network (AlexNet) to tackle the curse of dimensionality, significantly enhancing data processing accuracy and efficiency.It further improved classification accuracy by differentiating between normal and abnormal electricity usage using adaptive boosting (AdaBoost).To resolve the issue of class imbalance, undersampling techniques were utilized, ensuring balanced performance across various data classes.Additionally, the artificial bee colony algorithm was used to optimize hyperparameters for both AdaBoost and AlexNet, effectively boosting overall model performance.The effectiveness of this hybrid model was evaluated using real smart meter datasets from an electricity company.Compared to similar models, this hybrid model achieves accuracy, precision, recall, F1-score, Matthews correlation coefficient (MCC), and area under the curve-receiver operating characteristic curve (AUC-ROC) scores of 88%, 86%, 84%, 85%, 78%, and 91%, respectively.The proposed model not only increases the accuracy of electricity usage monitoring, but also offers a new perspective for intelligent analysis in power systems.…”
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    Modified Grid-Connected CSI for Hybrid PV/Wind Power Generation System by D. Amorndechaphon, S. Premrudeepreechacharn, K. Higuchi, X. Roboam

    Published 2012-01-01
    “…The principle of a power conditioning unit for hybrid PV/wind power generation system is proposed. …”
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    Hybrid power system options for off-grid rural electrification in northwestern region of Nigeria by Boluwaji Moses Olomiyesan, Onyedi David Oyedum

    Published 2024-09-01
    “… Electrical power supply is inadequate in Nigeria, and most remote settlements in the country are not connected to the national grid. This study, therefore, investigates a set of possible off-grid hybrid power systems that can meet the electrical load of a model rural community of 100 households in Kaduna and Katsina States in the northwestern region of Nigeria at the lowest energy cost. …”
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    Dual-hybrid intrusion detection system to detect False Data Injection in smart grids. by Saad Hammood Mohammed, Mandeep S Jit Singh, Abdulmajeed Al-Jumaily, Mohammad Tariqul Islam, Md Shabiul Islam, Abdulmajeed M Alenezi, Mohamed S Soliman

    Published 2025-01-01
    “…This paper addresses this gap by proposing a novel IDS that utilizes hybrid feature selection and deep learning classifiers to detect FDIAs in smart grids. …”
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    A Hybrid Deep Learning Framework for Network Flow Forecasting of Power Grid Enterprise by Xin Huang, Ting Hu, Pei Pei, Qin Li, Xin Zhang

    Published 2022-01-01
    “…The network flow series in power grid enterprise always contain complex patterns and outliers, and VMD is applied to adaptively process complex net flow time series into several subseries with simpler patterns. …”
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    Effect of Neutral Grounding Protection Methods for Compensated Wind/PV Grid-Connected Hybrid Power Systems by Nurettin Çetinkaya, Farhana Umer

    Published 2017-01-01
    “…The effects of the wind/PV grid-connected system (GCS) can be categorized as technical, environmental, and economic impacts. …”
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    A Technical, Economic, and Environmental Performance of Grid-Connected Hybrid (Photovoltaic-Wind) Power System in Algeria by Djohra Saheb-Koussa, Mustapha Koussa, Nourredine Said

    Published 2013-01-01
    “…This paper studies the technical, economic, and environmental analysis of wind and photovoltaic power systems connected to a conventional grid. The main interest in such systems is on-site consumption of the produced energy, system hybridization, pooling of resources, and contribution to the environment protection. …”
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    A New Fault Detection and Classification Scheme in MTDC Grids with Hybrid Cable and Overhead Transmission Line by Zahra Moravej, Amir Imani, Mohammad Pazoki

    Published 2024-04-01
    “…The growth of exploitation of distributed generation sources (DGs) such as offshore wind farms makes DC networks an interesting alternative to conventional AC grids. But protection of DC lines is one of the main challenges of these grids especially in hybrid non-homogenous corridors including underground cables and overhead lines. …”
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    Smart grid stability prediction model using two-way attention based hybrid deep learning and MPSO by Umesh Kumar Lilhore, Surjeet Dalal, Magdalena Radulescu, Marinela Barbulescu

    Published 2025-01-01
    “…This research presents a hybrid deep learning model (Convolutional Neural Network [CNN] with Bi-LSTM) with a two-way attention method and a multi-objective particle swarm optimization method (MPSO) for short-term load prediction from a smart grid. …”
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    Optimized Sizing, Selection, and Economic Analysis of Battery Energy Storage for Grid-Connected Wind-PV Hybrid System by Hina Fathima, K. Palanisamy

    Published 2015-01-01
    “…This paper focuses on a feasibility study to integrate battery energy storage with a hybrid wind-solar grid-connected power system to effectively dispatch wind power by incorporating peak shaving and ramp rate limiting. …”
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