Multi-Scenario Robust Distributed Permutation Flow Shop Scheduling Based on DDQN by Shilong Guo, Ming Chen

“…A hybrid NEH-DDQN algorithm is integrated into the simulation model via a COM interface and DLL, where the NEH algorithm ensures the model maintains optimal performance during the early training phase. …”
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Analysis and Modeling of the Nonlinear Characteristics of the Insulation Medium in Capacitor Cores and the Electric Thermal Coupling Mechanism of the Main Insulation Structure of H... by Yongsheng He, Shiling Zhang, Zongxiang Lu, Sidun Fang, Huaisheng Liu

“…In order to solve the above problems, this article first conducts a discrete spectral analysis of the rheological values of typical valve side bushings, introduces the physical structure, constituent materials, and operating conditions of the ultra-high voltage side bushing, analyzes the influence of temperature field on the nonlinear characteristics of the bushing capacitor core, and elucidates the mechanism of space charge electric field at the interface of the converter. Secondly, an optimal isochoric design method that is more suitable for the working environment of the epoxy impregnated dry-type sleeve valve side shell of <inline-formula> <tex-math notation="LaTeX">$\pm \; 800$ </tex-math></inline-formula>kV converter transformers was proposed, achieving uniform distribution of electrical performance parameters in the core of the valve side shell and improving its operational reliability. …”
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BlueHarvest: Enhancing Indonesian Aquaculture with a Market-Driven UI/UX Design by Andi Dermawan, Rifda Faticha Alfa Aziza

“…Usability testing results showed that the app design was generally easy to understand, although there were some suggestions to improve the icons, layout and search filter features. These findings indicate that the applied design approach successfully built a solid user experience foundation, although further refinements are needed for optimal usability.…”
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Research on Accessibility and Equity of Urban Transport Based on Multisource Big Data by Fei Shi

“…According to the research conclusions, it is recommended that Kunshan further optimize the spatial layout of public transportation infrastructure and adopt measures such as bus speed increase to achieve equity and efficiency and improve the competitiveness of public transportation.…”
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PENGEMBANGAN SISTEM INFORMASI CAGAR BUDAYA (SITARI) SEBAGAI UPAYA PELESTARIAN BUDAYA DI PROVINSI RIAU by Meilany Dewi, Wenda Novayani, Heni Rachmawati, Erzi Hidayat, Muhammad Mahrus Zain

“…The system was developed using the waterfall model approach. Evaluation results indicate that the SITARI application operates effectively and performs optimally without errors. …”
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Application of Electrical Resistivity Tomography Method Combined with Cross-Well Seismic Computed Tomography Method in Karst Detection in Complex Urban Environment by Yansong Zhang, Jianfei Fu, Sanshi Jia, Jiaqi Meng

“…The results show that the optimized combination of geophysical exploration techniques can effectively overcome the limitations of the environment, draw the main karst development areas, reveal the interface between rock and soil, and accurately characterize the size and shape of karst caves. …”
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Mechanical Response of Pipeline Leakage to Existing Tunnel Structures: Insights from Numerical Modeling by Ruichuan Zhao, Linghui Li, Xiaofei Chen, Sulei Zhang

“…This study systematically investigated the mechanical response of existing tunnel structures to pipeline leakage under different layout configuration conditions using numerical modeling. …”
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Internet of Things-Cloud Control of a Robotic Cell Based on Inverse Kinematics, Hardware-in-the-Loop, Digital Twin, and Industry 4.0/5.0 by Dan Ionescu, Adrian Filipescu, Georgian Simion, Adriana Filipescu

“…Thus, following the results of the current research work, integrating digital technologies in manufacturing, like VC, IoT, and Cloud, is useful for validating and optimizing manufacturing processes, error detection, and reducing the risks before the actual physical system is built or deployed.…”
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Generation of Spatial Structure of Urban Parks Based on Spatial Analysis of Agent-Based Models by Huizi KONG, Tianming LIU, Jiajie LIAO, Liu CUI

“…Finally, the model incorporates these elements (growth points, food locations, obstacles) to analyze and optimize spatial functions.ResultsThe research results indicate that the design method for spatial network analysis using slime mold intelligence based on POI data mapping is highly feasible in the landscape design of small and medium-sized sites. …”
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A power grid partitioning method based on complex network coupling matrices by XIONG Jun, TANG Fan, CHEN Zeming, WANG Yimiao, MEI Tao

“…To scientifically and effectively determine the layout of stability control systems， accurately identify partition interfaces， and enhance the operational security of large-scale power grids， this paper proposes a power grid partitioning method based on complex network coupling matrices. …”
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Ergonomics/Human Factors in the Era of Smart and Sustainable Industry: Industry 4.0/5.0 by Płaza Grażyna, Kabiesz Patrycja, Thatcher Andrew, Jamil Tayyaba

“…Generally, E/HF is the scientific discipline concerned with the design and arrangement of work environments, systems, and products to fit the physical, cognitive, and emotional needs of the people who use them. The goal of E/HF is to optimize human well-being and overall system performance by improving comfort, safety, efficiency, and productivity while reducing the risk of injury and strain. …”
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Clinician Attitudes and Perceptions of Point-of-Care Information Resources and Their Integration Into Electronic Health Records: Qualitative Interview Study by Marlika Marceau, Sevan Dulgarian, Jacob Cambre, Pamela M Garabedian, Mary G Amato, Diane L Seger, Lynn A Volk, Gretchen Purcell Jackson, David W Bates, Ronen Rozenblum, Ania Syrowatka

“…While UpToDate was the most preferred disease-related information resource (n=9, 90%), preferences for medication-related resources varied, with 2 (20%) participants favoring Micromedex, 2 (20%) favoring Lexicomp, 2 (20%) favoring Brigham and Women’s Hospital–specific drug administration guidelines, 2 (20%) favoring UpToDate, and 1 (10%) favoring Medscape. Most participants used their preferred tools weekly. Most clinicians preferred comprehensive POCI tools with clear, navigable layouts that eased and quickened the search for information. …”
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