Search Results - "Kepler Optimization Algorithm"

CGKOA: An enhanced Kepler optimization algorithm for multi-domain optimization problems by Hu, Gang, Gong, Changsheng, Li, Xiuxiu, Xu, Zhiqi

“…Kepler Optimization Algorithm (KOA) is a physically based meta-heuristic algorithm inspired by Kepler's laws to simulate planetary motions, KOA shows strong…”
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Improved Kepler Optimization Algorithm for enhanced feature selection in liver disease classification by Houssein, Essam H., Abdalkarim, Nada, Samee, Nagwan Abdel, Alabdulhafith, Maali, Mohamed, Ebtsam

“…Liver diseases represent a significant healthcare challenge, impacting millions globally and posing complexities in diagnosis. To address this global health…”
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A hybrid model for short-term offshore wind power prediction combining Kepler optimization algorithm with variational mode decomposition and stochastic configuration networks by Yu, Bingbing, Wang, Yonggang, Wang, Jun, Ma, Yuanchu, Li, Wenpeng, Zheng, Weigang

“…•A novel hybrid artificial intelligence model is proposed for wind power prediction.•Data features are effectively selected through the optimized decomposition…”
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A discrete Keplerian optimization algorithm with Q-learning for human-robot collaborative partial disassembly line balancing problem by Tan, Zenan, Guo, Shunsheng, Guo, Jun, Du, Baigang, Wang, Kaipu

“…Driven by advancements in human–machine collaboration technology, waste recycling enterprises are increasingly pursuing innovative production methodologies…”
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Fault diagnosis in hydropower units based on chaotic Kepler optimization algorithm-enhanced BiLSTM model by Chen, Yujia, Wang, Jianlan, Chen, Weidong, Dao, Fang, Zeng, Yun, Lv, Shunli

“…Safe and stable operation of hydropower units is the cornerstone of the whole hydroelectric power generation system. This paper proposes a deep learning model…”
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Philippines Stock Exchange Prediction Using Hybrid Neural Network by Shiela Carilo

“…The stock market is dynamic and highly chaotic due to its complicated nature. The prediction of future stock prices has gained the interest of investors and…”
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Energy management for microgrids integrating renewable sources and hybrid electric vehicles by Liu, Wanying, Rui, Chunqing, Liu, Zilin, Chen, Jinxin

“…The incorporation of plug-in hybrid electric vehicles (PHEVs) offers a promising solution to tackle the energy crisis while reducing environmental challenges…”
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Stochastic optimization of a hybrid photovoltaic/fuel cell/parking lot system incorporating cloud model by Duan, Fude, Bu, Xiongzhu

“…The interaction and optimization of electric parking lots (EPLs) with hybrid renewable energy to exchange power and improve the system load reliability has…”
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Aeroderivative gas turbines fault diagnosis via IKOA-optimized CNN-BiLSTM with multi-source sensor data by He, Zechen, Geng, Xiuli

“…•First fault diagnosis with multisource sensor data for aeroderivative gas turbines.•Uses multisource datasets to fix single-sensor limits, extracting fusion…”
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A novel hybrid Salp Swarm Kepler optimization for optimal sizing and energy management of renewable microgrids with EV integration by Güven, Aykut Fatih

“…The rapid proliferation of renewable energy sources (RES) and electric vehicles (EVs) has introduced significant challenges in the optimal design and energy…”
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Reservoir temperature prediction utilizing a least squares boosting model optimized by kepler optimization algorithm by Zhou, Ling, Chen, Xiangzhe, Hu, Ruzhen, Yan, Peng, Sun, Jingchao

“…•This study proposes a Kepler Optimization Algorithm-based Least Squares Boosting (KOA-LSB) model.•Use Isolation Forest and SMOTE to process the dataset.•An…”
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A Fuel Cell Aging Prediction Method Based on Symplectic Geometry Mode Decomposition and Divide-and-Conquer Gated Recurrent Unit by Tian, Zhuang, Ma, Chenyuhao, Zhang, Ruiheng, Zhou, Daming, Huangfu, Yigeng, Muyeen, S. M.

“…The superposition of aging characteristics in fuel cells is a major cause of inaccurate predictions. Unlike traditional methods that mix linear and nonlinear…”
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An enhanced Kepler optimization algorithm with global attraction model and dynamic neighborhood search for global optimization and engineering problems by Liang, Ziyuan, Wang, Zhenlei

“…The Kepler optimization algorithm (KOA) is a recently proposed physics-based algorithm inspired by Kepler’s laws. Despite the strong competitiveness of KOA…”
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An improved Kepler optimization algorithm for module parameter identification supporting PV power estimation by Moustafa, Ghareeb, Alnami, Hashim, Ginidi, Ahmed R., Shaheen, Abdullah M.

“…Identification of photovoltaic (PV) module characteristics in solar systems is a vital task, nowadays, for optimal PV power estimation. In this paper, this…”
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Flight quality assessment in full flight phase based on KOA-CNN-GRU-self-attention by Wu, Tianyi, Lin, Zichun, Huang, Jianan, Ding, Yuxi, Maihemuti, Ansaierding, Xu, Xiaowei

“…The main causes of aviation accidents in recent years are mostly related to pilot operational errors and pilot operational characteristics directly reflect…”
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Interpretable soft computing deep ensemble model for predicting deformation of surrounding rock in deep tunnels by Chen, Xuanhao, Fan, Rong, Li, Yang, Ma, Tianxing, Zhong, Yong

“…Predicting tunnel crown settlement and convergence remains challenging due to uncertainties unaddressed by traditional methods. This study proposes an…”
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A Kepler optimization algorithm improved using a novel Lévy-Normal mechanism for optimal parameters selection of proton exchange membrane fuel cells: A comparative study by Abdel-Basset, Mohamed, Mohamed, Reda, Sallam, Karam M., Alsekait, Deema Mohammed, AbdElminaam, Diaa Salama

“…Proton exchange membrane fuel cells (PEMFCs) are considered a promising renewable energy source and have sparked a lot of interest over the last few years due…”
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Intent classification for university administrative services using a bidirectional recurrent neural network modified by a developed Kepler optimization algorithm by Yang, Zhen, Lu, Min, Huang, Shitong

“…The emergence of conversational agents has transformed university-student interactions, as they offer around-the-clock assistance with immediate responses to…”
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State of health estimation of lithium-ion batteries based on the Kepler optimization algorithm-multilayer-convolutional neural network by Wu, Muyao, Zhang, Xi, Wang, Zhongchun, Tan, Changpeng, Wang, Yuqing, Wang, Li

“…Lithium-ion batteries are widely used in electric vehicles (EVs), and accurate SOH estimation is essential for ensuring EV safety. This paper proposes a novel…”
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A configuration and scheduling optimization method for integrated energy systems considering massive flexible load resources by Wang, Zihao, Wang, Shenhua, Ni, Hanwen, Wang, Junyin, Zhang, Jun

“…Introduction: With the increasing demand for energy utilization efficiency and minimization of environmental carbon emissions in industrial parks, optimizing…”
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