Power Grid Load Forecasting Using a CNN-LSTM Network Based on a Multi-Modal Attention Mechanism by Wangyong Guo, Shijin Liu, Liguo Weng, Xingyu Liang

“…Finally, the flattened output layer produces the forecast results. Experimental validation shows that the proposed CNN-MHSA-LSTM-GAM-CAM model outperforms existing mainstream methods in terms of load forecasting accuracy, providing effective support for the optimized scheduling of smart grids.…”
Get full text

基于神经网络和遗传算法的多齿轮并联传动优化设计 by 杜子学, 赵大毅

“…Based on neural network and genetic algorithm,the optimal designed mathematical model of multi-gear parallel drive and transmission for a certain giant overload operation machine is established.In this optimized gear design,some vague string diagrams of input-output relationship as well as the neural networks fitting methods of discrete data are given,and then the optimizing calculation by applying genetic algorithm is conducted.The result shows that through the utilization of this method,not only the working efficiency could be promoted,but the result could also be reasonable and credible.…”
Get full text

A Multiobjective Interval Programming Model for Wind-Hydrothermal Power System Dispatching Using 2-Step Optimization Algorithm by Kun Ren, Qu Jihong

“…Thorough experimental results suggest that the proposed method performed reasonably well in terms of both operating efficiency and precision.…”
Get full text

Impact of norepinephrine versus phenylephrine on brain circulation, organ blood flow and tissue oxygenation in anaesthetised patients with brain tumours: study protocol for a rando... by Mads Rasmussen, Lingzhong Meng, Klaus Ulrik Koch, Joel Aanerud, Niels Juul, Kaare Meier, Per Borghammer, Stig Dyrskog, Anders Rosendal Korshoej, Niwar Faisal Mohamad, Irene Klærke Mikkelsen, Ulrick S Espelund, Christian Fenger Eriksen, Karen Baden Alstrup, Bo Jespersen, Lene Marie Fries, Alp Tankisi, Søren Ole Stigaard Cortnum, Ann Katrine Sindby, Lars Poulsen Tolbod

“…The study also explores the impact of the vasopressor agents on the distribution of cardiac output between various organs.Methods and analysis This is an investigator-initiated, double-blinded, randomised clinical trial including 32 patients scheduled for supratentorial brain tumour surgery. …”
Get full text

Application of small self-propelled drill rigs by Simić Nikola, Milanović Stefan, Kričak Lazar, Negovanović Milanka, Đokić Nikola

“…However, the need for safer and more efficient work has led to the development of small self-propelled drilling machines that require fewer workers to achieve the same output while providing significantly safer working conditions. …”
Get full text

Sensitivity Estimation for Differentially Private Query Processing by Meifan Zhang, Xin Liu, Lihua Yin

“…Experiments on real-world and benchmark datasets confirm that both methods enable efficient differentially private joins, significantly enhancing the usability of online interactive query systems.…”
Get full text

Hysteresis Parameter Identification of J-A Model Current Transformer Based on Improved Whale Algorithm by Yilun LI, Yishu ZHANG, Guang SONG

“…With regard to the difficulties in measuring the input and output of the existing J-A model parameters in addition to the slow convergence speed and low accuracy of the extraction method, a parameter extraction method of the ψ-i JA hysteresis model based on the improved whale algorithm is proposed in this paper. …”
Get full text

Actuator Fault Detection and Identification Using H-Infinity Filter by Ndabarushimana Egone, Ma Lei

“…Reliable fault detection is critical for maintaining system efficiency and preventing further damage. This study presents an advanced fault detection method based on the H-infinity (H∞) approach, utilizing an extended H∞ filter to monitor system behavior and generate residual signals indicative of faults. …”
Get full text

Takagi–Sugeno–Kang Fuzzy Neural Network for Nonlinear Chaotic Systems and Its Utilization in Secure Medical Image Encryption by Duc Hung Pham, Mai The Vu

“…The proposed controller demonstrates high robustness, making it an excellent candidate for handling intricate nonlinear dynamics, effectively mapping input–output relationships and efficiently learning from data. …”
Get full text

An Improved U-Net-Based Framework for Estimating River Surface Flow Velocity by 周继威, 安国成, 王根一

“…MethodsMethods A dual-output branch structure was designed within an improved U-Net architecture to simultaneously supervise velocity distribution and pixel displacement values, enhancing feature representation and model robustness. …”
Get full text

Is Job Preservation too Expensive? An Estimate of the Effects of the Covid Pandemic and the Economic Policy Response on the Labour Market by Karel Šafr, Jan Čadil, Tomáš Pavelka

“…Using three different methods – input-output, CGE and ADL, we estimate the industry-level impact of the pandemic, taking induced effects into account. …”
Get full text

Mapping topographic structure in white matter pathways with level set trees. by Brian P Kent, Alessandro Rinaldo, Fang-Cheng Yeh, Timothy Verstynen

“…These results highlight the broad applicability of level set trees for visualizing and analyzing high-dimensional data like fiber tractography output.…”
Get full text

Data-Driven Pavement Performance: Machine Learning-Based Predictive Models by Mohammad Fahad, Nurullah Bektas

“…Traditional methods for predicting pavement performance rely on complex finite element modelling and empirical equations, which are computationally expensive and time-consuming. …”
Get full text

Cheetah optimized CNN: A bio-inspired neural network for automated diabetic retinopathy detection by V. K. U. Ahamed Gani, N. Shanmugasundaram

“…The proposed CO-CNN approach shows superior performance compared to that of state-of-the-art methods, offering potential applications in telemedicine, treatment planning, early detection, screening, and patient education. …”
Get full text

Milling Chatter Control in Low Immersion Condition with an Active Electromagnetic Tool Holder System by Chen Wang, Haifeng Ma, Jie Chen, Zhen Zhang, Qinghua Song, Zhanqiang Liu

“…Chatter commonly emerges during milling procedures, resulting in an array of problems such as defective workpiece surface and diminished machining efficiency. To control chatter, an active electromagnetic tool holder system is proposed, including the active structure with an electromagnetic actuator installed at the tool holder position and a time-delay output feedback chatter control method for low immersion milling. …”
Get full text

Enhanced Harmonic Reduction and Voltage Utilization Ratio Improvement in ANPC Inverters Using an Advanced Hybrid SVPWM Technique by Gipyo Kim, Hyunjae Lee, Jingeun Shon

“…Experimental results confirm that the Advanced Hybrid SVPWM achieves superior harmonic suppression compared to conventional RPS-PWM and SVPWM, while also delivering improved output voltage characteristics. These findings highlight the potential of the proposed technique for enhancing the performance of power electronic systems requiring high efficiency and low harmonic distortion.…”
Get full text

A Dynamic Stackelberg–Cournot Duopoly Model with Heterogeneous Strategies through One-Way Spillovers by Jianjun Long, Hui Huang

“…It is also shown that the chaotic behaviors can be controlled with the state variables feedback and parameter variation method.…”
Get full text

Maximum Power Extraction of Photovoltaic Systems Using Dynamic Sliding Mode Control and Sliding Observer by Ali Karami-Mollaee, Oscar Barambones

“…Additionally, the PVGS output voltage is typically low for many applications. …”
Get full text

Projection the Extreme Temperatures of Iran's Cold Season Using a Multi-Model Hamadi System with Socio-Economic Scenarios of CMIP6 Models. by Muhammad Ahmadi, Mahmud Kamangar

“…First, the direct output of the models was corrected by the variance method, and then Taylor's diagram and statistical measures were used to check the efficiency of the models and the introduced Hamadi model (weighted average-correlation). …”
Get full text

Modeling and Experiment of a V-Shaped Piezoelectric Energy Harvester by Yue Zhao, Yi Qin, Lei Guo, Baoping Tang

“…With the above equations, the output performances of V-shaped structure under different structural parameters and load resistances are simulated and discussed. …”
Get full text