Optimising Sensor Placement in Heritage Buildings: A Comparison of Model-Based and Data-Driven Approaches by Estefanía Chaves, Alberto Barontini, Nuno Mendes, Víctor Compán

“…The long-term preservation of heritage structures relies on effective Structural Health Monitoring (SHM) systems, where sensor placement is key to ensuring early damage detection and guiding conservation efforts. Optimal Sensor Placement (OSP) methods offer a systematic framework to identify efficient sensor configurations, yet their application in historical buildings remains limited. …”
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Optimizing Photovoltaic Panel Performance: A Comparative Study of Meta-Heuristic Algorithms by M. Sundar Rajan

“…Various optimization techniques exist, including intelligent methods that incorporate functions, constraints, contributions, mathematical models, and analysis methods. …”
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Identifying Inefficient Urban Residential Land within Shenzhen City: An Approach Using Gaussian Mixture Model and Multi-Source Big Data by Y. Liu, S. Liang, R. Guo, W. Wang, D. Ma, Y. Zheng, L. Zhang, Q. Liu, X. Li

“…To address these issues, this paper employs the Gaussian Mixture Model (GMM) clustering method and integrates multi-source geographical big data to quantitatively characterize land use efficiency. …”
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Adaptive Optimal Dispatching of Flexible Interconnected Distribution System Based on Dynamic Weight by DENG Zhengdong, ZHU Xiaoli, DUAN Junpeng, LIU Shifang, WANG Yaoqiang

“…Meanwhile， compared with the traditional multi-objective optimization solving method， the proposed dynamic weight coefficient determination method can track the system structure and operational demand and realize the synergistic optimization of the system economy and voltage deviation.…”
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Design of a Novel UWB Omnidirectional Antenna Using Particle Swarm Optimization by Chengyang Yu, Tanghong Xu, Changjun Liu

“…A UWB E-plane omnidirectional microwave antenna is designed and fabricated for IEEE 802.11a communication system and microwave magnetron source system as a radiation monitor. A cooptimization method based on particle swarm optimization (PSO) algorithm and FDTD software is presented. …”
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Characteristics and Optimization of Transient Process of Pump-Turbine Units in Power Generation Mode by Minglu Zhang, Jie Liu, Junqin Yu, Changhua Nie

“…Pumped storage power is considered an ideal regulated power source for new energy. However, the traditional one-dimensional characteristic line method cannot predict the pulsating pressure caused by the reverse “S” characteristic of a pump–turbine. …”
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Pot Skirt Configuration on the UB-03 Biomass Stove: Taguchi Approach Optimization by Bayu Rudianto, Maghriza Iskhak, Dedy Eko Rahmanto, Miftah Hijriawan

“…This study used the Water Boiling Test (WBT) method for experimental testing. In addition, the Taguchi method was used to analyze the data obtained. …”
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Research on Location Optimization of Energy Router Cluster Access to Radial Distribution Network by Qiang WU, Xiaofeng DUAN, Gang LUO, Lizong ZHANG, Wei JIANG, Yang YAN

“…Based on the structure and operation characteristics of radial distribution network, this paper analyzes and decouples the relationship between node voltage and load power, constructs an evaluation index of voltage improvement degree based on voltage sensitivity, and proposes an optimization method of energy router cluster location in distribution network, which realizes balanced optimization of energy router cluster access in distribution network, and provides reference for distribution network with new source load access.…”
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Cooperative Optimal Control Strategy for Microgrid under Grid-Connected and Islanded Modes by Xuemei Zheng, Qiuming Li, Peng Li, Danmei Ding

“…Both simulation and experimental results confirm that the proposed method can achieve cooperative control of the MG system in both grid-connected and islanded mode.…”
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Automated reinforcement learning for sequential ordering problem using hyperparameter optimization and metalearning by André Luiz Carvalho Ottoni

“…Therefore, this paper aims to present a new AutoRL approach for SOP. For this, two new methods are proposed using hyperparameter optimization and metalearning: AutoRL-SOP and AutoRL-SOP-MtL. …”
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Evolutionary adaptation of probiotics in the gut: selection pressures, optimization strategies, and regulatory challenges by Julia Leeflang, Josephine A. Wright, Daniel L. Worthley, M. Omar Din, Susan L. Woods

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The Optimal Allocation Strategy of Pumped Storage for the Collaborative Operation with Wind/Solar Generation by Linwei SANG, Xuan WEI, Yinliang XU, Hongbin SUN

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Optimization of Resonant Arrays for Dynamic Wireless Power Transfer Using Adaptive Termination by Joao Dinis, Jose Alberto, Antonio J. Marques Cardoso

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Demand-Responsive Evaluation and Optimization of Fitness Facilities in Urban Park Green Spaces by Xiaohui Lv, Kangxing Li, Jiyu Cheng, Ziru Ren

“…Accurately identifying user demand provides a solid basis for optimizing the functional configuration of urban parks. (2) Methods: This study took the old city area of Zhengzhou, Henan Province, China, as a case study. …”
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Optimized Conditions for Catalytic Chemical Vapor Deposition of Vertically Aligned Carbon Nanotubes by M. Makenali, R. Ajeian, M. Tavakkoli, M. Nakhaee Badrabadi, S. Panahian Jand, M. Zare

“…Here, we have synthesized vertically aligned carbon nanotubes (VA-CNTs), using chemical vapor deposition (CVD) method. Cobalt and ethanol are used as the catalyst and the carbon source, respectively. …”
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Optimization Path and Design of Intelligent Logistics Management System Based on ROS Robot by Ruijie Wu

“…Robot Operating System (ROS) is an open-source software platform that supports programming in multiple languages and has excellent adaptability. …”
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Making JavaScript Render Decisions to Optimize Security-Oriented Crawler Process by Onur Aktas, Ahmet Burak Can

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Fairness-Oriented Charging Station Location Optimization Driven by Deep Reinforcement Learning by Siyue Yuan, Jiaying Fu, Xiaoyin Ma

“…Existing studies mostly rely on static data and traditional optimization methods, which are unable to adapt to the dynamic changes in the city, necessitating innovative strategies to improve both fairness and efficiency in location planning. …”
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Personalized-Template-Guided Intelligent Evolutionary Algorithm by Dongni Hu, Xuming Han, Minghan Gao, Yali Chu, Ting Zhou

“…Existing heuristic algorithms are based on inspiration sources and have not yet done a good job of basing themselves on optimization principles to minimize and utilize historical information, which may lead to low efficiency, accuracy, and stability of the algorithm. …”
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Numerical solutions development for radiating flow of rheological nanoliquid invoking entropy optimization by Aqsa Razzaq, Tasawar Hayat, Sohail A. Khan, Aneeta Razaq

“…Entropy optimization with motile microorganism and chemical reaction is discussed. …”
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