Application of the Water-Based Electro-Hydraulic Actuator (EHA) to the Heavy-Duty Collaborative Robot by Ha-Gwon Song, Dong-Won Lim

“…In conclusion, the robot was made lighter and can operate more efficiently, particularly for heavy loads up to 20 kg.…”
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A State of the Art in Simultaneous Localization and Mapping (SLAM) for Unmanned Ariel Vehicle (UAV): A Review by Rauf Abdul, Irshad Muhammad Jehanzeb, Wasif Muhammad, Mehmood Zubair, Kiren Tayybah, Siddique Nazam

“…In this paper, different techniques for the localization of aerial vehicles are discussed in terms of advantages and disadvantages, practicality and efficiency. This paper enables future researchers to find the suitable SLAM solution based on their problems; either the researcher is dealing with a linear problem or a non-linear problem.…”
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Optimized Artificial Neural network models to time series by Marwan Abdul Hameed Ashour

“…However, RBF shows good efficiency in the case of linear or semi-linear time series only. …”
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Prediction and Analysis of Rice Production and Yields Using Ensemble Learning Techniques by Yudha Islami Sulistya, Aina Musdholifah, Chrissandy Sapuletea, Elsi Titasari Br Bangun, Hizbullah Hamda, Sarah Anjani, Abednego Dwi Septiadi

“…The study applies and compares three methods: linear regression, ARIMA, and ensemble learning, to predict rice harvest yields. …”
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A Study of Theoretical Modeling for Scavenging Coefficients of Polydisperse Aerosols Removed by Rainfall by Xing Gao, Can Qi, Hongqiang Wang, Hui Zhu

“…Specifically, the equations of the linear relationships are Λ_s = 0.498 × 10⁻⁵ + 1.025Λ_m; Λ_s = 1.035Λ_m − 0.036 × 10⁻⁵; and Λ_s = 0.903Λ_m − 1.11 × 10⁻⁵.…”
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Facile Fabrication of Polydopamine-Functionalized Titanium Dioxide Nano/Submicro-Particles on the NiTi Substrate for Highly Efficient Solid-Phase Microextraction of Benzotriazole U... by Huiju Wang, Shoujia Wang, Kang Li, Yulong Ma, Tianhong Zhou

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Highly Efficient Enrichment of Heterocyclic Aromatic Amines in Meat Products Using the Magnetic Metal—Organic Framework Fe₃O₄@MOF-545-AMSA by Yang Wang, Ying Liu, Ziyan Chen, Shan Liang

“…This composite captures targeted HAAs efficiently by exploiting the unique porous MOF-545-AMSA structure, specific metal–ligand coordination, and AMSA’s amino and sulfonic acid groups. …”
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VIBRATION RESPONSE ANALYSIS OF FIVE-DEGREE-FREEDOM VEHICLE WITH STOCHASTIC STRUCTURAL PARAMETERS by JIA AiQin, JIANG ZhiQiang, CHEN JianJun, WEN ZhenHua

“…Road irregularity is considered to be a white noise process to establish the mechanical model,the nonlinear vehicle system was linearized by the energy difference method,a stationary covariance matrix for the random vibration responses was obtained by solving the Lyapunov equations,and the stable equivalent linear system parameters of vehicle were gained through iteration. …”
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<p><strong>Life table parameters and predation rate of <em>Neoseiulus californicus</em> (Acari: Phytoseiidae) feeding on <em>Panonychus citri</em> and <em>Eutetranychus orientalis<... by Aya Gazoly, Abd-Allah M. Afifi, Fatma S. Ali, Mahmoud M. Ahmed

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Features of elements of the protection system of sugar beets from the root by O. Nevmerzhytska, N. Plotnytska, L. Suslyk

“…The simultaneous application of T. hamatum ZH-6 with row fertilizers leads to an increase in the density of sugar beet seedlings by 0,6pieces per linear meter in the phase of the first pair of leaves, and by 1.1 pieces per linear metering the phase of the second pair of leaves, compared to the control variant. …”
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Integrating SMED and Industry 4.0 to optimize processes with plithogenic n-SuperHyperGraphs by Julio Cesar Méndez Bravo, Claudia Jeaneth Bolanos Piedrahita, Manuel Alberto Méndez Bravo, Luis Manuel Pilacuan-Bonete

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Multifactor task allocation problem in wireless sensor and actuator networks by Lei MU, Jian-ying CHEN, Xiao-mei QU, Tao LIU

“…Task allocation is an essential part of many military applications of WSAN such as intelligent minefield.The key problem of task allocation decision in these systems for the optimal scheme on task allocation is how to obtain the node-target assignment.Combing with the factors of target’s parameters and node’s own status,the various influence factors of task efficiency were analyzed and the positive and negative indicators were processed by range normalization method separately.The linear-weighted task efficiency function was proposed in the applications of WSAN such as intelligent minefield.It can be utilized as the evaluation index of assignment schemes since it reflected the integrated impact of target’s threat and node’s value on the system more comprehensively.Task efficiency function can be constructed flexibly based on the demand of different multifactor task allocation application.The essence of the problem was how to make node-target assignment to achieve the maximum task efficiency of the whole system.This problem turned into assignment problem and can be solved.Finally,an application was implemented to demonstrate this scheme.The results show that the model is suitable for small-scale multifactor task allocation problem in intelligent minefield system.…”
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Multifactor task allocation problem in wireless sensor and actuator networks by Lei MU, Jian-ying CHEN, Xiao-mei QU, Tao LIU

“…Task allocation is an essential part of many military applications of WSAN such as intelligent minefield.The key problem of task allocation decision in these systems for the optimal scheme on task allocation is how to obtain the node-target assignment.Combing with the factors of target’s parameters and node’s own status,the various influence factors of task efficiency were analyzed and the positive and negative indicators were processed by range normalization method separately.The linear-weighted task efficiency function was proposed in the applications of WSAN such as intelligent minefield.It can be utilized as the evaluation index of assignment schemes since it reflected the integrated impact of target’s threat and node’s value on the system more comprehensively.Task efficiency function can be constructed flexibly based on the demand of different multifactor task allocation application.The essence of the problem was how to make node-target assignment to achieve the maximum task efficiency of the whole system.This problem turned into assignment problem and can be solved.Finally,an application was implemented to demonstrate this scheme.The results show that the model is suitable for small-scale multifactor task allocation problem in intelligent minefield system.…”
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Flow management of first-time orders: a dental office case study by Majewski A., Merkisz-Guranowska A., Czarnota K.

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Thermal Conductivity of Plantation Wood Species and Selected Tropical Hardwoods from the Philippines by Mario Angelo M. Mundin, Menandro N. Acda

“…Transverse thermal conductivity increased by 0.73% and 1.79% per percent increase in MC from 0% to 21% MC for low density (<500 kg/m3) and high density (>500 kg/m3) wood, respectively. Linear regression models fitted for thermal conductivity and ovendry density indicated a strong fit. …”
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Cut management of Tithonia diversifolia as a function of regrowth ages: a physiological and morphological approach by M.N.S. Souza, L.D. Tuffi Santos, L.M.S. Donato, R.E. Barros, V.D. Machado, L.C. Geraseev

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Implementation of flexible DEA structure in the management of business processes by Šegrt Slobodan, Tomić Radoljub, Anđelković Maja

“…DEA is a non-parametric technique based on linear programming for measuring the efficiency of decision-making units (DMU) with heterogeneous inputs/outputs. …”
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Tuning the Inlet Flow Pattern of Cyclones for Boosted Particle Rotation Behaviors with High Purification Performances of Oily Sludge by Rui Ye, Wan Zheng, Bi Shi

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Residential Building Renovation Considering Energy, Carbon Emissions, and Cost: An Approach Integrating Machine Learning and Evolutionary Generation by Rudai Shan, Wanyu Lai, Huan Tang, Xiangyu Leng, Wei Gu

“…To enhance the robustness of the methodology, a comparative analysis of four different ML models—light gradient boosting machine (LightGBM), fast random forest (FRF), multivariate linear regression (MVLR), and artificial neural network (ANN)—was conducted, with LightGBM demonstrating the best performance in terms of accuracy, adaptability, and efficiency. …”
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A Novel Isothermal Compressed Air Energy Storage System Based on Cooperative Operation of Two-Stage Liquid Piston Units by Yan Cui, Tong Jiang, Hongfei Hou

“…The results show that the proposed system can achieve an overall efficiency of 68.0%, under 85% and 90% efficiencies for low-pressure and linear equipment, respectively. …”
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