A Novel Big Data Collection System for Ship Energy Efficiency Monitoring and Analysis Based on BeiDou System by Xiangming Zeng, Mingzhi Chen

“…To realize the assessment of hull fouling and the optimization of ship trim, a useful physics-based analysis is proposed. …”
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REDUCING THE BOOSTER STATIONS ENERGY CONSUMPTION BY WAY OF ELIMINATING OVERPRESSURE IN THE WATER SUPPLY NETWORK by G. N. Zdor, A. V. Sinitsyn

“…The article deals with the issues of the operating regime management of the existing booster stations equipped with a group of pumping units regulated with frequency converters. One of the optimization directions of their energy consumption is the reduction of over-pressure in the water-distribution network and its sustentation within the regulatory values. …”
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Multilevel Feature Extraction Method for Adaptive Fault Diagnosis of Railway Axle Box Bearing by Zhigang Liu, Long Zhang, Guoliang Xiong

“…Thus, GWO-RSSD can adaptively separate the optimal low-Q resonance components, verifying the methods’ effectiveness and superiority.…”
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Anomaly Detection in Network Traffic Using Advanced Machine Learning Techniques by Stephanie Ness, Vishwanath Eswarakrishnan, Harish Sridharan, Varun Shinde, Naga Venkata Prasad Janapareddy, Vineet Dhanawat

“…By comparing different algorithms, this research contributes to advancing the application of machine learning in network security, offering guidance on model selection and optimization for improved detection of cyber threats.…”
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Freezing Method for Rock Cross-Cut Coal Uncovering: Aging Characteristic of Effective Freezing Distance on Injecting Liquid Nitrogen into Coal Seam by Heyi Ma, Chuanqu Zhu, Pengtao Zhao, Binbin Wang

“…This result will provide a theoretical basis for layout optimization of injection holes in rock cross-cut coal uncovering.…”
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Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society by Di Wang, Weijing Xu, Xuesong Jia

“…Firstly, it analyzes the function and value of IoT intelligent transportation, analyzes the system components from the construction principle, and makes full use of intelligent technology to improve the transportation system. Secondly, the optimal path algorithm is proposed in the IoT urban intelligent transportation system model. …”
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LazyAct: Lazy actor with dynamic state skip based on constrained MDP. by Hongjie Zhang, Zhenyu Chen, Hourui Deng, Chaosheng Feng

“…Subsequently, we establish optimization objectives for single-agent and multi-agents inference, incorporating cost constraints based on the IMPALA and MAPPO frameworks, respectively. …”
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Evaluation of Food Wastes in Chlorella vulgaris Cultivation for Remazol Brilliant Blue R Biosorption by Gönül Dönmez, Sevgi Ertuğrul Karatay, Nazlıhan Tekin, Safiye Büşra Nazlı

“…The current study demonstrates the biosorption efficiency of Chlorella vulgaris for the removal of Remazol Brilliant Blue R (RBBR), which is often used in the textile industry. For this, optimization of microalgal growth was investigated under photoautotrophic conditions including only BG-11 medium and photoheterotrophic conditions containing 0.5 g/L of pumpkin waste, apple pomace, or glucose. …”
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Algorithmic Advances for 1.5-Dimensional Two-Stage Cutting Stock Problem by Antonio Grieco, Pierpaolo Caricato, Paolo Margiotta

“…The Cutting Stock Problem (CSP) is an optimization challenge that involves dividing large objects into smaller components while considering various managerial objectives. …”
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A self-powered soft triboelectric-electrohydrodynamic pump by Fangming Li, Shuowen Sun, Xingfu Wan, Minzheng Sun, Steven L. Zhang, Minyi Xu

“…Using power management circuit, geometric shape optimization, and stacking methods, we achieve a maximum pressure of 4.49 kPa and a maximum flow rate of 502 mL/min. …”
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Game-Theory-Based Approach for Energy Routing in a Smart Grid Network by June S. Hong, Mihui Kim

“…First, we propose strategies for choosing the desired transaction price for both electricity surpluses and shortages to maximize profits through energy transactions. An optimization scheme is utilized to search for an energy route with minimum cost using the solving method used in a traditional transportation problem by treating the sale and purchase quantities as transportation supply and demand, respectively. …”
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Enhancement of Ultrahigh Performance Concrete Material Properties with Carbon Nanofiber by Libya Ahmed Sbia, Amirpasha Peyvandi, Parviz Soroushian, Jue Lu, Anagi M. Balachandra

“…The dense and fine microstructure of UHPC favor its potential to effectively disperse and interact with nanomaterials, which could complement the reinforcing action of fibers in UHPC. An optimization experimental program was implemented in order to identify the optimum combination of steel fiber and relatively low-cost carbon nanofiber in UHPC. …”
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Investigation of Factors Influencing Solenoid Valve Speed Response Characteristics of the Common Rail Injector by Yun Bai, Chengda Du, Qiang Sun, Shi Bu, Ao Wang

“…The results of this paper can provide a theoretical reference for the design and optimization of the high-pressure common rail injector.…”
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Measurement configuration for integrated electric–gas systems via observability analysis considering gas flow dynamics by Zeming Chen, Zhigang Li, Huajian Li, Jiahui Zhang, Yixuan Li, Jiehui Zheng

“…Owing to the lack of suitable observability analysis methods, optimal measurement configurations for IEGSs remain underexplored. …”
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Asymmetric Effects of Trade Openness and National Income on Government Size in BRICS Countries: New Evidence for Wagner’s Law by Дхиани Мехта, Никундж Патель

“…As BRICS economies continue to integrate into global markets, this research contributes to the discussion on Wagner’s law and trade openness, offering new insights into sustainable fiscal policies, government expenditure optimization, and the pursuit of global competitiveness and economic growth within the BRICS framework. …”
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Progress of deep brain stimulation for Parkinson's disease by BAI Yu⁃tong, YANG An⁃chao, ZHANG Jian⁃guo

“…This review highlights the optimization of DBS for PD, focusing on two key directions: surgical technology innovation and neural circuit mechanism research. …”
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A Comparative Thermal Performance Assessment of Various Solar Collectors for Domestic Water Heating by Ali Raza Kalair, Mehdi Seyedmahmoudian, Muhammad Shoaib Saleem, Naeem Abas, Shoaib Rauf, Alex Stojcevski

“…We present an efficiency parametric optimization-based model for water and space heating. …”
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Appling the Roulette Wheel Selection Approach to Address the Issues of Premature Convergence and Stagnation in the Discrete Differential Evolution Algorithm by Asaad Shakir Hameed, Haiffa Muhsan B. Alrikabi, Abeer A. Abdul–Razaq, Zakir Hussain Ahmed, Huda Karem Nasser, Modhi Lafta Mutar

“…The discrete differential evolution (DDE) algorithm is an evolutionary algorithm (EA) that has effectively solved challenging optimization problems. However, like many other EAs, it still faces problems such as premature convergence and stagnation during the iterative process. …”
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Improved Quantile Convolutional and Recurrent Neural Networks for Electric Vehicle Battery Temperature Prediction by Andreas M. Billert, Runyao Yu, Stefan Erschen, Michael Frey, Frank Gauterin

“…The Q*NN hyperparameters are optimized using an efficient Bayesian optimization, before the Q*NN models are compared with regression and quantile regression models for four horizons. …”
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Risk Area Identification Model of Bus Bay Stops Based on Distribution of Conflicts by Weiwei Qi, Lianjie Ruan, Yue Zhi, Bin Shen

“…The research results can provide a basis for the micro safety performance evaluation and safety optimization of bus bay stops, which has strong theoretical and practical significance.…”
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