Performance evaluation of an optimized simplified nonlinear active disturbance rejection controller for rotor current control of DFIG-based wind energy system by Ahmed Sobhy, Medhat Hegazy Elfar, Ahmed Refaat, Mahmoud Fawzi

“…The PSO-optimized SNADR controller demonstrates several key advantages such as superior accuracy in tracking rotor current set points under constant wind speeds, robust performance despite wind speed fluctuations, and enhanced resilience against parameter uncertainties by compensating for system nonlinearities. …”
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Probabilistic forecasting of renewable energy and electricity demand using Graph-based Denoising Diffusion Probabilistic Model by Amir Miraki, Pekka Parviainen, Reza Arghandeh

“…Traditional deterministic methods fail to capture the inherent uncertainties associated with intermittent renewable sources and fluctuating demand patterns. …”
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Insights on the utilisation of tissue culture to aid new breeding techniques for cowpea (Vigna unguiculata L.) improvement by Malizukiswe Vincent Vacu, Promise Sifiso Nzama, Muyiwa Seyi Adegbaju

“…The degree of tolerance to drought varies among different cultivars, which requires further research to develop more resilient varieties.The changing climate patterns and associated uncertainties highlight the urgent need to breed more resilient and productive cowpea cultivars. …”
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Global Warming: The Balance of Evidence and Its Policy Implications by Charles Keller

“…Despite continued uncertainties, the review finds affirmative answers to these questions. …”
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Optimal Asynchronous Guaranteed Cost Control of Uncertain Markov Jump Systems With Actuator Saturation and Nonideal Transition Probabilities by Jiazheng Liu, Yang Yang, Yaru Song

“…Third, a convex hull representation is adopted to deal with saturated inputs and parameter uncertainties are incorporated in the system model. Moreover, since it is complex to obtain accurate transition probabilities for the Markov chain of the original system and the hidden Markov model in the observation process, unknown and uncertain transition probabilities are simultaneously considered in both mode transitions and mode observation processes, and a separation strategy is implemented to handle the nonideal probabilities in each process independently. …”
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Machine Learning-Based Diabetes Risk Prediction Using Associated Behavioral Features by Ayodeji O. J. Ibitoye, Joseph D. Akinyemi, Olufade F. W. Onifade

“…Diabetes is a global health concern that affects people of all races. With different uncertainties in human lifestyles, it is difficult to predict diabetes while assuming that the risk patterns are the same for all. …”
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Automatic Voltage Regulator Betterment Based on a New Fuzzy FOPI+FOPD Tuned by TLBO by Mokhtar Shouran, Mohammed Alenezi

“…Additionally, the robustness of the controller is extensively evaluated under challenging scenarios, including parameter uncertainties and load disturbances. Results confirm its ability to maintain stability and performance across a wide range of conditions, outperforming existing methods. …”
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Implementation of Building Information Modeling (BIM) Using Hybrid Z-DEMATEL-ISM Approach by Ali RezaHoseini, Elmira Ahmadi, Pantea Saremi, Morteza BagherPour

“…For closeness to the real-world, Z-number (an ordered pair of fuzzy numbers, where the first component controls on a fuzzy variable, and the second component is a measure of reliability for the fuzzy component) is also used to consider the expert’s mental uncertainties in the final results. This research tries to examine the literature related to the subject and consider the sources and opinions of many professors and university experts based on the filled questionnaires. …”
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The decay $$B\rightarrow K+\nu +\bar{\nu }$$ B → K + ν + ν ¯ at Belle II and a massless bino in R-parity-violating supersymmetry by Zeren Simon Wang, Herbert K. Dreiner, Julian Y. Günther

“…Taking into account both theoretical and experimental uncertainties, we derive the regions of the parameter space spanned by the RPV couplings and sfermion masses that could accommodate the new measurement at various significance levels and obey the existing bounds simultaneously.…”
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Study of b⟶c Induced B¯∗⟶Vℓν¯ℓ Decays by Qin Chang, Xiao-Lin Wang, Jie Zhu, Xiao-Nan Li

“…The ratios RD∗,Ds∗,J/ψ∗L have relatively small theoretical uncertainties and are close to each other, RD∗∗L≃RDs∗∗L≃RJ/ψ∗L≃0.26,0.270.27,0.29, which are a bit different from the predictions in some previous works. …”
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ANTROPOLOGICAL APPROACHES IN LEGAL CERTAINTY RESEARCH by H. Z. Ogneviuk

“…Human rights and freedoms as the most important social value require observance of them even when the legislation is imperfect, uncoordinated, contains gaps and uncertainties. The principle of legal certainty enables to overcome these difficulties, due to it the requirements of lawfulness and observance of human rights and freedoms are agreed upon. …”
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Planning for the Pandemic by Joanne Embree

“…Planning for this on the front lines is difficult, due in large part to the uncertainties involved. How will the pandemic evolve? …”
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Motion Control of a 4WS4WD Path-Following Vehicle: Dynamics-Based Steering and Driving Models by Zhonghua Zhang, Caijin Yang, Weihua Zhang, Yanhai Xu, Yiqiang Peng, Maoru Chi

“…It discloses that control models can maintain good performance against uncertainties. The vehicle path-following control is exhibited by dynamic simulation in CarSim with consideration of a complex vehicle model and a variable-curvature planned path. …”
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Research on Land Surface Thermal-Hydrologic Exchange in Southern China under Future Climate and Land Cover Scenarios by Jianwu Yan, Baozhang Chen, Min Feng, John L. Innes, Guangyu Wang, Shifeng Fang, Guang Xu, Huifang Zhang, Dongjie Fu, Huimin Wang, Guirui Yu, Xiaomin Sun

“…Therefore, studying the comprehensive effects of climate and land cover changes on land surface water and heat exchanges enables us to well understand the formation mechanism of regional climate and predict climate change with fewer uncertainties. This study investigated the land surface thermal-hydrologic exchange across southern China for the next 40 years using a land surface model (ecosystem-atmosphere simulation scheme (EASS)). …”
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Quantum order by disorder is a key to understanding the magnetic phases of BaCo2(AsO4)2 by Sangyun Lee, Shengzhi Zhang, S. M. Thomas, L. Pressley, C. A. Bridges, Eun Sang Choi, Vivien S. Zapf, Stephen M. Winter, Minseong Lee

“…However, recent experimental observations and theoretical analyses have raised questions regarding this hypothesis. Despite these uncertainties, reports of continuum excitations reminiscent of spinon excitations have prompted further investigations. …”
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Declines in anthropogenic mercury emissions in the Global North and China offset by the Global South by Xinran Qiu, Maodian Liu, Yuanzheng Zhang, Qianru Zhang, Huiming Lin, Xingrui Cai, Jin Li, Rong Dai, Shuxiu Zheng, Jinghang Wang, Yaqi Zhu, Huizhong Shen, Guofeng Shen, Xuejun Wang, Shu Tao

“…We predict that, although large uncertainties exist, continued emission growth in Global South countries under a business-as-usual scenario could increase 10%-50% global mercury emissions by 2030. …”
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Robust integral sliding mode control for pressure management in multi-phase flow systems by Nezar M. Alyazidi, Aiman F. Bawazir, Ala S. Al-Dogail

“…A robust ISMC algorithm is introduced to address the inherent nonlinearities, disturbances, and uncertainties in multi-phase flow dynamics. The proposed controller is comprehensively validated through numerical simulations and experimental data, demonstrating its capability to reduce pressure fluctuations, enhance stability, and maintain operational efficiency. …”
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Modeling and Control of a Three-Phase Interleaved Buck Converter as a Battery Charger by El Nouha Mammeri, Oswaldo Lopez-Santos, Abdelali El Aroudi, Jure Domajnko, Natasa Prosen, Luis Martinez-Salamero

“…The obtained results put in evidence a robust performance in front of input voltage and load variations, failure conditions and other parametric uncertainties. A 1.5 kW experimental prototype is implemented to charge a battery of 48 V from a 100 V DC input voltage and to validate the theoretical predictions and the simulation results. …”
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Numerical analysis of shape coefficients and bearing capacity factors of shallow foundations on heterogeneous soil by Samir Benmoussa, Ouassila Bahloul, Sadok Benmebarek, Abdelhamid Baitich, Abderrahim Mihoubi

“…The evaluation of these factors introduces significant uncertainties in the thickness of the upper layer is comparable to the width of the rigid footing placed on the soil surface. …”
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Toward the calibration of 2D thermomechanical simulations of magma poor passive continental margins: method, validation and case example by Perron, Paul, Le Pourhiet, Laetitia, Jourdon, Anthony, Cornu, Tristan, Gout, Claude

“…In particular, the thermo-mechanical feedback can help mitigate some uncertainties in the deformation path. Applied to Iberia–Newfoundland margins, the method demonstrates effectiveness in real-case scenarios, aligning with previous reconstructions by incorporating faults and lower crustal flow.…”
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