Study on microbial characteristics of the ultra-short sludge retention time activated sludge system by Yuting Shao, Han Zhang, Chongqing Xu, Guihuan Yan, Hongchen Wang, Guo-hua Liu, Lu Qi

“…Additionally, HRT=2 h is the critical point of the system from stability to functionality. …”
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Evaluating machine learning models comprehensively for predicting maximum power from photovoltaic systems by Samir A. Hamad, Mohamed A. Ghalib, Amr Munshi, Majid Alotaibi, Mostafa A. Ebied

“…Abstract This paper presents a machine learning (ML) model designed to track the maximum power point of standalone Photovoltaic (PV) systems. Due to the nonlinear nature of power generation in PV systems, influenced by fluctuating weather conditions, managing this nonlinear data effectively remains a challenge. …”
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The impact of wage structure and ability on the incentives for practitioners to engage in primary care in China: a mathematical analysis based on the incentive mechanism of heterog... by Yuxun Zhou, Ren Long, Xiaoyun Liu

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A fuzzy-predictive current control with real-time hardware for PEM fuel cell systems by Badreddine Kanouni, Abd Essalam Badoud, Saad Mekhilef, Ahmed Elsanabary, Mohit Bajaj, Ievgen Zaitsev

“…Abstract This research study presents the application of the FC-PCC (Fuzzy Logic Predictive Current Control) algorithm in the context of maximum power point tracking (MPPT) for a proton exchange membrane fuel cell system employing a three-level boost converter (TLBC). …”
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Multiobjective Robust Design of the Double Wishbone Suspension System Based on Particle Swarm Optimization by Xianfu Cheng, Yuqun Lin

“…The sensitivity analysis is utilized to determine main design variables. Then, the simulation experiment is arranged and the Latin hypercube design is adopted to find the initial points. …”
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Heavy metal synergistic pollution risk assessment in the soil-crop system of the nanyang basin by Zhongpei Liu, Lu Wang, Mingjiang Yan, Yanliang Tian, Ben Ma, Qingfeng Xie

“…The synergistic risk of heavy metals in the soil-crop system was assessed utilizing the soil-crop comprehensive quality index (IICQ). …”
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A Digital Simulation Model of Broadband Phased Array RF System and Its Application by Jia Ding, Huaizong Shao, Jianxing Lv, Fake Ding

“…To achieve optimal performance, it is essential to compare and validate multiple schemes during the system design phase. Utilizing simulation models to simulate system structures and validate parameters can effectively reduce research and development time and costs. …”
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Causal AI Recommendation System for Digital Mental Health: Bayesian Decision-Theoretic Analysis by Mathew Varidel, Victor An, Ian B Hickie, Sally Cripps, Roman Marchant, Jan Scott, Jacob J Crouse, Adam Poulsen, Bridianne O'Dea, Sarah McKenna, Frank Iorfino

“…We apply our approach to rank domains relating to mental health and well-being as intervention targets for adults (n=619) who used the Innowell Fitness app between September 2021 to September 2023 and completed a questionnaire at 2 time points (1 wk-6 mo from baseline). ResultsThe causal AI recommendation system recommends intervention targets as a function of a user’s baseline presentation, the causal effects of the intervention on itself and other domains, and the utility function. …”
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Cost-Benefit and Dynamical Investigation of a Fractional-Order Corruption Population Dynamical System by Mehmet Gümüş, Shewafera Wondimagegnhu Teklu

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A System Dynamics Approach to Analysing the Effect of Clientelism on Public Organizations Performance in Italy by Federico COSENZ

“…In the light of the above questions, the paper points out the cause-and-effect relations among those variables underlying such clientelistic practices by using a System Dynamics approach which allows one to frame a complex system and understand its development over time.…”
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A methodology for quantitatively managing the bug fixing process using Mahalanobis Taguchi system by Boby John, R. S. Kadadevarmath

“…The proposed methodology also reduces the number of control points providing the managers with more options and flexibility to utilize the bug fixing resources across system testing phase. …”
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SPES3 Facility RELAP5 Sensitivity Analyses on the Containment System for Design Review by Andrea Achilli, Cinzia Congiu, Roberta Ferri, Fosco Bianchi, Paride Meloni, Davor Grgic, Milorad Dzodzo

“…SPES3 simulates the primary, secondary and containment systems of IRIS, with 1:100 volume scale, full elevation and prototypical thermal-hydraulic conditions. …”
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Overhead line path planning based on deep reinforcement learning and geographical information system by Jiahui Chen, Yi Yang, Ling Peng, Lina Yang, Yinhui Han, Xingtong Ge

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Optimal allocation of supercapacitor energy storage system capacity for mitigating wind power fluctuations by Ge Cao, Yifeng Dang, Shaoxiong Guo, Yan Liang, Rong Jia

“…Secondly, Leigh takes the minimization of the fluctuation volume and investment and operation cost of the supercapacitor energy storage system as the objective function and establishes the capacity allocation model of the supercapacitor energy storage system based on the power generation constraints and energy balance constraints of the supercapacitor energy storage system; Finally, the computational analysis was performed by actual area data, and the K-means algorithm was used to solve for grouping the data points into clusters, reconstructing each typical day and setting the maximum fluctuation limit. …”
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Cyber Threat Inference Focused on Threat Class Sequence With Threat Class Sequence System by Hyoungjun Kim, Jae-Yeol Kim, Kyung-Ho Lee

“…By proactively identifying potential additional attacks, the impact of APT attacks is mitigated. Cyberattack points are anticipated, and attack types are discerned using the compositional patterns of pretrained threat payloads and the continuous correlations inherent in these attacks. …”
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Immune profiling of the macroenvironment in colorectal cancer unveils systemic dysfunction and plasticity of immune cells by Haoxian Ke, Peisi Li, Zhihao Li, Xian Zeng, Chi Zhang, Shuzhen Luo, Xiaofang Chen, Xinlan Zhou, Shichen Dong, Shaopeng Chen, Junfeng Huang, Ming Yuan, Runfeng Yu, Shubiao Ye, Tuo Hu, Zhonghui Tang, Dongbin Liu, Kui Wu, Xianrui Wu, Ping Lan

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Systems biology-based assessment of immune responses to whole cell and acellular pertussis vaccines by Mariana Leguia, Antón Vila-Sanjurjo, Diana Juarez, Alejandra Garcia-Glaessner, Ana I. Gil, Mayita Alvarez, Rubelio Cornejo, Sami Cherikh, Casey E. Gelber, Johannes B. Goll, Leigh M. Howard, Natalia Jimenez-Truque, Kathryn M. Edwards, C. Buddy Creech, Claudio F. Lanata

“…Abstract Given the local and systemic adverse reactions associated with whole-cell pertussis vaccines combined with diphtheria and tetanus toxoids (DTP), acellular pertussis vaccines combined with the same toxoids (DTaP) were developed in the 1990s. …”
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A Stage Structure Prey Predator Model Using Pentagonal Fuzzy Numbers and Functional Response by Vinothini Palani, Kavitha Krishnan

“…Here a Robust ranking technique method is utilized. The stability of each equilibrium point is studied by computing the Jacobian matrix and finding the eigenvalues evaluated at each equilibrium point. …”
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Wide-Angle Image Distortion Correction and Embedded Stitching System Design Based on Swin Transformer by Shiwen Lai, Zuling Cheng, Wencui Zhang, Maowei Chen

“…To validate practical applicability, the model is deployed on a Jetson TX2 NX device, and a real-time dual-camera stitching system is built using C++ and DeepStream. The system achieves 15 FPS at 1400 × 1400 resolution, with a correction latency of 56 ms and stitching latency of 15 ms, demonstrating efficient hardware utilization and stable performance. …”
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Chaotic spiral based reconfiguration scheme for the mitigation of power loss in solar photovoltaic (PV) systems by Karthick. B, M. Sudhakaran

“…As the global shift towards renewable energy intensities, optimizing solar energy utilization has become a pressing concern. This study is motivated by the need to enhance the efficiency of PV systems under varying shading conditions, which remains a critical challenge in the field of solar energy. …”
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