Two-stage photovoltaic power forecasting method with an optimized transformer by Yanhong Ma, Feng Li, Hong Zhang, Guoli Fu, Min Yi

“…In the first stage, an inverted transformer backbone was utilized to consider the multivariate correlation of the PV power series and capture its non-linearity and volatility. ProbSparse attention was introduced to reduce high-memory occupation and solve computational overload issues. …”
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Development of multiplex real-time PCR for simultaneous detection of common fungal pathogens in invasive mycoses by Yasmin Khairani Muhammad Ismadi, Suharni Mohamad, Azian Harun

“…The limit of detection was determined to be 100 pg/μl (106 copies/μl), achievable within a rapid 3-h timeframe. The PCR assay efficiency exhibited a range between 89.77% and 104.30% for each target organism, with linearity falling between 0.9780 and 0.9983. …”
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New cogeneration concept applied to diesel power generators–Thermal modeling, parametric analysis and first feasibility study by Jalal Faraj, Ahmed Mohsin Alsayah, Mohammed J. Alshukri, Angham Fadil Abed, Samer Ali, Hicham El Hage, Mahmoud Khaled

“…Additionally, the total power output increases linearly with the length of the TEG plate and declines exponentially with the height of the exhaust gas duct. …”
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Feeding behavior and metabolic parameters of lambs fed extruded diets in different roughage:concentrate ratios by Karla Alves Oliveira, Marco Túlio Santos Siqueira, Pedro Henrique Cavalcante Ribeiro, Laylles Costa Araújo, Valdinin Gonçalves de Andrade, Lucas Eduardo Gonçalves Vilaça, Marcela Rodrigues de Oliveira, Luana de Oliveira Faria, Erica Beatriz Schultz, Gilberto de Lima Macedo Junior

“…The increase in extruded roughage linearly increased the chewing time and linearly reduced idle time (P<0.05). …”
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Singularity-Free Adaptive Controller for Uncertain Hysteresis Suspension Using Magnetorheological Elastomer-Based Absorber by Hoa Thi Truong, Xuan Bao Nguyen, Cuong Mai Bui

“…Finally, the simulation performed on a quarter-car suspension with an MRE-based absorber shows the proposed controller's efficiency.…”
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PySCP: A Multiple-Phase Optimal Control Software Using Sequential Convex Programming by Daxi Zhang, Yulin Zhang

“…The convexification of the first-order differential dynamic equation is implemented using successive linearization. Six discretization methods, including zero-order hold, first-order hold, Runge-Kutta, and three hp pseudospectral collocation methods, are implemented so that different types of optimal control problems can be tackled efficiently. …”
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Photocatalytic Degradation of Textile Dyeing Wastewater Using Titanium Dioxide and Zinc Oxide by Abbas J. Attia, Salih H. Kadhim, Falah H. Hussein

“…The rate of photodegradation increased linearly with time of irradiation when titanium dioxide or zinc oxide was used. …”
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Influence of Wave Action on Applications of Olivine‐Based Ocean Alkalinity Enhancement on Sandy Beaches by Paige I. England, Lennart T. Bach

“…We find that wave energy strongly (linearly) increases alkalinity formation from olivine when energy input is beyond a certain threshold. …”
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Program Start Bias Grouping to Compensate for the Geometric Property of a String in 3-D NAND Flash Memory by Sungju Kim, Sangmin Ahn, Sechun Park, Jongwoo Kim, Hyungcheol Shin

“…The string (STR) with various geometrical profiles in 3-D NAND flash cause the degradation of program efficiency. This is because the program speed differences among WL layers within the STR are caused by the geometrical properties observed through measurement results. …”
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A study of VO2+/VO2+ and V3+/V2+ reactions on carbon-based electrodes – correlating reaction kinetics to electrode surface properties by Chaojie Song, Roberto Neagu, Khalid Fatih

“…The reaction kinetics of V3+/2+ and VO2+/VO2+ limit its efficiency. Carbon-based electrodes are typically used in VRFBs. …”
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Gas injection capacity of low permeability reservoirs considering microscopic characteristics by Yongxin MA, Qiaoliang ZHANG, Jinqi ZHU, Shuai MA, Xin WANG, Runhua ZHU

“…The results showed that the gas injection capacity in low permeability reservoirs undergoes three evolutionary stages: In the initial stage of gas injection (0 to 100 PV), gas preferentially displaces crude oil in larger pores, leading to a rapid reduction in bound water saturation and a sharp increase in gas-phase permeability, which significantly improves gas flooding efficiency. In the middle stage of gas injection (100 to 1 200 PV), the gas-phase effective permeability increases linearly, and the bound water enters a stable phase due to capillary force constraints in microscopic throats. …”
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A Decision-making Optimization Method for Network Reconfiguration of Power System With New Energy Considering the Synergistic Support of Source-grid by Jian ZHOU, Nan FENG, Yiping JI, Yuyao FENG, Shuai WANG, Shaoyan LI

“…Secondly, considering the requirements of new energy grid connection and operation on the strength of the grid, the linearized model of multiple renewable energy stations short-circuit ratio constraint is realized. …”
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Performances improvement of DC Motor using a Fractional Order Adaptive PID Controller optimized by Genetic Algorithm by Abdelouaheb Boukhalfa, Yassine Bensafia, Khatir Khettab

“…This method can be extended to various fractional and integer systems to enhance their efficiency and reduce noise disturbance. …”
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Methodological Study on Determination of Recombinant Adeno-Associated Virus Particle Titer Through Size Exclusion Chromatography with Multiangle Light Scattering and Collaborative... by Dening Pei, Xiang Li, Hua Bi, Wenhong Fan, Heng Wang, Manli Cui, Xi Qin, Chenggang Liang

“…Adeno-associated virus (AAV) is a promising gene therapy vector due to its high transduction efficiency, low pathogenicity, low immunogenicity, and the ability to mediate the long-term stable expression of exogenous genes. …”
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Investigating Advanced Approaches Based on Iso-Absorptivity Coefficient in Unresolved Spectral Signals of Binary Mixtures by Hayam M. Lotfy, Sarah S. Saleh

“…This work introduced an investigation concerning the efficiency power of recent methods based on iso-absorptivity coefficient in different spectral signals. …”
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Markov decision process for current density optimization to improve hydrogen production by water electrolysis by Purnami Purnami, Willy Satrio Nugroho, Wresti L. Anggayasti, Yepy Komaril Sofi'i, I.N.G. Wardana

“…Results show that this fluctuating control strategy is more effective than static or linearly increasing methods, as it helps minimize overpotential, reduce heat buildup, and prevent hydrogen bubble accumulation. …”
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Research on Energy-Saving Control of Automotive PEMFC Thermal Management System Based on Optimal Operating Temperature Tracking by Qi Jiang, Shusheng Xiong, Baoquan Sun, Ping Chen, Huipeng Chen, Shaopeng Zhu

“…These improvements enhance PEMFC operational stability and improve FCV energy efficiency.…”
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Integrating ANN and ANFIS for effective fault detection and location in modern power grid by Yadav Goutam Kumar, Kirar Mukesh Kumar, Gupta S.C., Rajender Jatoth

“…ANFIS, combining the benefits of neural networks and fuzzy logic, offers a robust framework for handling the non-linearities and uncertainties inherent in power system faults. …”
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Lumped parameter modeling and experimental characterization of pressure effects in a roller-type peristaltic pump with neoprene tubing for dialysis machines. by Carlo Carotenuto, Federico Ferrari, Stefano Salerno, Federico Bernabei, Wassim Lababidi, Luca Montorsi, Massimo Milani

“…The deformability of the neoprene tube was incorporated using a generalized tubing law, treating it as a linearly elastic material.Experimental results showed that due to neoprene's high deformability, the pump's flow rate depended significantly on Pin. …”
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Electrokinetic driven flow with magnetic properties of viscoelastic fluid with thermal analysis and chemical mechanism in a rotational microfluidic system by S. Ravikumar, S. Farooq, Hamdy Khamees Thabet, Fadhil Faez Sead

“…The governing equations can be solved analytically by employing low Reynolds number and long wavelength approximations. The Debye-Hückel linearization is used to further simplify the Poisson-Boltzmann equations. …”
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