Výsledky vyhledávání - "Neural network algorithm"

Large-Signal Behavior Modeling of GaN P-HEMT Based on GA-ELM Neural Network Autor Wang, Shaowei, Zhang, Jincan, Liu, Min, Liu, Bo, Wang, Jinchan, Yang, Shi

“…The Genetic Algorithm-Extreme Learning Machine (GA-ELM) neural network algorithm is proposed to model the relevant characteristics of GaN pseudomorphic high…”
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A hybrid deep learning algorithm and its application to streamflow prediction Autor Lin, Yongen, Wang, Dagang, Wang, Guiling, Qiu, Jianxiu, Long, Kaihao, Du, Yi, Xie, Hehai, Wei, Zhongwang, Shangguan, Wei, Dai, Yongjiu

“…•A hybrid deep learning model is proposed.•The hybrid model performs very well in hourly streamflow prediction.•Significance of model inputs are investigated…”
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A GA optimization for lithium–ion battery equalization based on SOC estimation by NN and FLC Autor Zhang, ShuMei, Yang, Lin, Zhao, XiaoWei, Qiang, JiaXi

“…•Dynamic SOC is estimated on basis of Ah–EMF by FLC–NN algorithm.•Equalization is optimized by GA to improve time efficiency and energy efficiency.•Two-stage…”
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A dynamic metaheuristic optimization model inspired by biological nervous systems: Neural network algorithm Autor Sadollah, Ali, Sayyaadi, Hassan, Yadav, Anupam

“…[Display omitted] •A dynamic optimization model Neural Network Algorithm (NNA) is proposed.•NNA is inspired by the structure of ANNs and biological nervous…”
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A comprehensive techno-economic analysis and multi-criteria optimization of a compressed air energy storage (CAES) hybridized with solar and desalination units Autor Alirahmi, Seyed Mojtaba, Bashiri Mousavi, Shadi, Razmi, Amir Reza, Ahmadi, Pouria

“…•A novel integration of compressed air energy storage, solar, and desalination units.•Comprehensive thermodynamic, exergoeconomic, and economic analyses of the…”
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Performance optimization of phase change energy storage combined cooling, heating and power system based on GA + BP neural network algorithm Autor Ma, Weiwu, Feng, Tao, Su, Changqing, Ahmed, Shams Forruque, Liu, Gang

“…Combined cooling, heating, and power systems present a promising solution for enhancing energy efficiency, reducing costs, and lowering emissions. This study…”
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An approximation algorithm for graph partitioning via deterministic annealing neural network Autor Wu, Zhengtian, Karimi, Hamid Reza, Dang, Chuangyin

“…Graph partitioning, a classical NP-hard combinatorial optimization problem, is widely applied to industrial or management problems. In this study, an…”
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A physical model-free ant colony optimization network algorithm and full scale experimental investigation on ceiling temperature distribution in the utility tunnel fire Autor Sun, Bin, Hu, Zhenbiao, Liu, Xiaojiang, Xu, Zhao-Dong, Xu, Dajun

“…To advance understanding of the ceiling temperature characters in tunnel fires, a physical model-free ant colony optimization network algorithm is developed…”
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Digital twin-driven clamping force control for thin-walled parts Autor Wang, Gang, Cao, Yansheng, Zhang, Yingfeng

“…Clamping quality is one of the main factors that will affect the deformation of thin-walled parts during their processing, which can then directly affect…”
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Artificial neural network algorithm for hybrid nanofluid in Jeffery-Hamel flow under Thompson and Troian velocity slip effects: Comparison of Xue and Yamada-Ota models Autor Nacereddine, Mohamed Kherief, Usman, Rashid, Farhan Lafta, Shah, Nehad Ali, Ali Yousif, Badria Almaz, Mahariq, Ibrahim, Kezzar, Mohamed, Sari, Mohamed Rafik

“…•Artificial Neural Network Algorithm for hybrid nanofluid in Jeffery-Hamel flow.•Thomson and Troian Velocity Slip Effects.•Comparison of Xue and Yamada-Ota…”
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Modified neural network algorithm based robust design of AVR system using the Kharitonov theorem Autor Bhullar, Amrit K., Kaur, Ranjit, Sondhi, Swati

“…This paper proposes a new control law for designing an optimal proportional‐integral‐derivative (PID) controller for flexible automatic voltage regulator (AVR)…”
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Intelligent Fault Diagnosis System of Electrical Equipment Based on Neural Network Algorithm Autor Zhang, Chuanjun, Zhang, Chunfang

“…With the progress of electrical equipment, various faults often occur during its operation, which adversely affect the efficiency and quality of power supply…”
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Microseismic Source Localization Method Based on Neural Network Algorithm and Dynamic Reduction of Solution Interval Autor Feng, Qiang, Han, Liguo, Ma, Liyun

“…The accuracy of microseismic source localization depends largely on the quality of the velocity model. Due to the anisotropy of the rock mass, the current…”
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Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion Autor Zhang, Yiying, Zhou, Guanzhong, Huang, Chao, Huang, Hailong

“…When performing the rescue mission, how to find a lost target in motion as soon as possible is a very valuable and interesting research topic. To find the…”
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Optimising RFID network planning problem using an improved automated approach inspired by artificial neural networks Autor Maimouni, Mustapha, Abou El Majd, Badr, Bouya, Mohsine

“…Radio Frequency Identification (RFID) technology is recognised as an effective solution for Internet of Things (IoT) applications across various domains…”
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Neural Network Inspired Automation and Intelligence of Industrial Product Design Autor Zhu, Zonghua, Xiong, Limei, Liao, Huizhi

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A dynamic model of evaluating differential automatic method for solving plane problems based on BP neural network algorithm Autor He, Yuan, Meng, Zhiyi, Xu, Hong, Zou, Yue

“…Aiming at solving differential equations of plane problems, the algorithm of difference equation is established, and the corresponding program is compiled on…”
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Multiple learning neural network algorithm for parameter estimation of proton exchange membrane fuel cell models Autor Zhang, Yiying, Huang, Chao, Huang, Hailong, Wu, Jingda

“…Extracting the unknown parameters of proton exchange membrane fuel cell (PEMFC) models accurately is vital to design, control, and simulate the actual PEMFC…”
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Developing deep learning models for predicting urban bike-sharing usage patterns Autor Zhao, Xumin, Jin, HongWei, Luo, Yi, Zhang, Zhiqiang, Xie, Guojie, Yang, Chengji, Zheng, Meilian

“…Urban traffic systems are facing significant challenges due to the ever-growing number of vehicles on the road, leading to increased congestion and suboptimal…”
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Hybrid teaching–learning-based optimization and neural network algorithm for engineering design optimization problems Autor Zhang, Yiying, Jin, Zhigang, Chen, Ye

“…Neural network algorithm (NNA) is one of the newest meta-heuristic algorithms, which is inspired by biological nervous systems and artificial neural networks…”
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