A transfer learning based deep neural network adaptive controller for the Furuta pendulum subject to uncertain disturbance signals by Firat Can Yilmaz, Recep Onler, Enver Tatlicioglu, Erkan Zergeroglu

“…Numerical simulations validate the robustness, adaptability, and improved efficiency of the proposed control method, demonstrating its potential for real-time implementation in uncertain and dynamic environments.…”
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Modelling the Performance of Photovoltaic Systems and Studying the Soiling Effects: Insights Based on Field Data of Environmental Factors of Solar Panel Systems by Ali Al Humairi, Zuhair A. Al Hemyari, Hayat El Asri, Peter Jung

“…The research identifies the strengths and limitations of these modeling techniques for an accurate forecast of energy output under various scenarios. The comparative analysis highlights the precision and reliability of each regression method and offers actionable insights into their practical implementation. …”
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Implementation of Power Factor Correction using Asynchronous Boost Converter on Single Phase Full-Bridge Diode by Masramdhani Saputra, Imron Ridzki, Sigit Setya Wiwaha, Saddani Djulihenanto

“…The implementation results show that the PFC (Power Factor Correction) method can work well on single-phase diode rectifiers.…”
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ORGANIZATIONAL-ECONOMIC BASES OF MANAGEMENT OF CURRENT COSTS ON PROCESSING ENTERPRISES OF SPIRIT PRODUCTION (ON THE EXAMPLE MARIINSKY JSC “ALCOHOL FACTORY”) by Ryabko T.V., Dyoro A.A.

“…The effectiveness of the company depends on a number of criteria such as: the correct management strategy, the competitiveness of products, including the management costs level, flexible enterprise management system that presupposes regulating, purposeful influence on the process of "input-output". In modern conditions it is important to use effective cost management methods for agricultural enterprises. …”
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The Impact of Wafters on the Thermal Properties and Performance of In-Wheel Motor by Muhammad Hasan Albana, Ary Bachtiar Khrisna Putra, Harus Laksana Guntur

“…This research offers a new cooling method to cool the IWM. The system consists of wafters mounted on the housing of the IWM. …”
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Convolutional neural network model over encrypted data based on functional encryption by Chen WANG, Jiarun LI, Jian XU

“…Currently, homomorphic encryption, secure multi-party computation, and other encryption schemes are used to protect the privacy of sensitive data in outsourced convolutional neural network (CNN) models.However, the computational and communication overhead caused by the above schemes would reduce system efficiency.Based on the low cost of functional encryption, a new convolutional neural network model over encrypted data was constructed using functional encryption.Firstly, two algorithms based on functional encryption were designed, including inner product functional encryption and basic operation functional encryption algorithms to implement basic operations such as inner product, multiplication, and subtraction over encrypted data, reducing computational and communication costs.Secondly, a secure convolutional computation protocol and a secure loss optimization protocol were designed for each of these basic operations, which achieved ciphertext forward propagation in the convolutional layer and ciphertext backward propagation in the output layer.Finally, a secure training and classification method for the model was provided by the above secure protocols in a module-composable way, which could simultaneously protect the confidentiality of user data as well as data labels.Theoretical analysis and experimental results indicate that the proposed model can achieve CNN training and classification over encrypted data while ensuring accuracy and security.…”
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New multiple access and waveform technology for 6G by Hua LI, Shiya HAO, Caihong GONG, Qianqian LI, Xiaoming DAI

“…With the explosive growth of Internet devices, the 5G new radio (NR) system faces congestion and high latency issues due to the low access efficiency of traditional orthogonal multiple access (OMA).Besides this, the performance of the orthogonal frequency-division multiplexing (OFDM)-based system is severely degraded due to the Doppler effect in high-speed scenarios.To meet the low-latency, high-reliability, and massive connection requirements of 6G communication in high-mobility scenarios, firstly, a novel orthogonal time frequency space (OTFS)-based pattern division multiple access (PDMA) scheme, shortened as OTFS-PDMA, was proposed.Then, the system input-output relationship of different types of PDMA codeword allocation schemes in the delay-Doppler (DD) domain was derived.Finally, a low-complexity expectation propagation algorithm (EPA)-based receiver was proposed.Simulation results illustrate that the proposed OTFS-PDMA scheme achieves significant performance gains over the conventional OTFS-OMA scheme.For regular PDMA patterns, the PDMA codeword allocation has a slight impact on the system performance.For irregular patterns, the centralized spreading method outperforms the discrete one.For discrete spreading scheme, the system can achieve better performance by assigning irregular PDMA spread signals along the Doppler direction.In addition, the proposed EPA receiver outperforms its conventional counterparts.…”
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Wear behavior of microwave processed aluminum-based MMC subjected to secondary processing by Ashok Kumar M S

“…Microwave sintering (MWS) offers distinct advantages over traditional methods. MWS claims homogeneous material heating, excellent efficiency, and quick volumetric heating and effective balancing of radiant and microwave heating effects. …”
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The dialogic presentation as a more compassionate approach by Laura Dyer

“…As a result, the dialogic presentation has the potential to increase the quality of the presentation experience and the output. The dialogic presentation was presented clearly and efficiently through Pecha Kucha, highlighting the simplicity of the activity and its use in teaching and learning. …”
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Analisis Kualitas Website Alumni Stikom Bali Menggunakan Metode Webqual by Putu Linda Santiari, I Gede Surya Rahayuda

“…In this research using Webqual method to measure quality of information and quality of interaction. …”
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Tuning of PID Controller Coefficients for AVR Systems by SA Algorithm by Maryam Ehsani, Morassae Shafiezad

“…Since the conventional methods based on meta-heuristic algorithms solving this problem, generally use population-based algorithms such as GA and PSO, this paper aims to investigate the efficiency and performance of single- solution based metaheuristics to solve this problem. …”
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Synergistic effect of transport services compatible to loads by Andrii Galkin

“…The result of the integration process may be a synergistic effect, if the possibility of increasing the efficiency of the logistics system by strengthening mutual ties of a logistic system and supply chain to another or from the environment at the input and output of material and information flows .The issues of supply chain integration and synergy. …”
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Research on the Operation and Control Strategy of Onboard Power Supply Converter in DC-grid Hybrid Ship by HONG Xuewu, DENG Jianhua, YAO Tao, LEI Liming, CHEN Jian, ZHANG Meiling

“…Aiming at multi-operation-mode and control strategy of the onboard daily load power supply converter, a method of positive and negative sequence-dividing control under dq synchronous rotating coordinate is proposed which can ensure that output voltage of the three-phase power supply converter is balanced even with single-phase load, the negative sequence reference is constructed through coordinate transformation without digital low-pass filter. …”
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Diffraction-Based Overlay Metrology With Optical Convolution Layer by Jinyang Li, Hung-Fei Kuo

“…In response to existing challenges in DBO metrology, this study applied the concept of optical computing to establish a DBO metrology with an optical convolution layer that can predict the overlay of a DBO target, thereby providing a promising measurement method that increases the intuitiveness and efficiency of overlay metrology. …”
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Soft terrain CFD simulation for tracked vehicles by Luca Piancastelli, Luca Raboni, Christian Leon-Cardenas

“…This paper aims to propose a simulation and calculation method for studying various track geometries based on the terrain in which the vehicle will operate. …”
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A Deep Learning Approach for General Aviation Trajectory Prediction Based on Stochastic Processes for Uncertainty Handling by Houru Hu, Ye Yuan, Qingwen Xue

“…This paper proposes a deep learning method based on stochastic processes aimed at addressing uncertainty issues in general aviation trajectory prediction. …”
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MODELLING PERCEPTION AND ECONOMIC PERFORMANCE OF TEAK (TECTONA GRANDIS) PRODUCTION IN RURAL PLANT NURSERIES OF BENIN REPUBLIC by Yann Emmanuel MIASSI, Fabrice Kossivi DOSSA, Patrice Ygué ADEGBOLA, Anselm Anibueze ENETE, Şinasi AKDEMIR

“…To this end, a survey was conducted among 140 teak nurseries in northern, central and southern regions of Benin using the "snowball" sampling method. Interviews organized with plant nurserymen served to gather data on their demographic and socio-economic characteristics, plant production techniques, production costs and output, and teak production perception. …”
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Load Invariant CC and CV Modes for Static/Dynamic Wireless Charging System With Half-Bridge Multi-Leg Converter Topology by Aganti Mahesh, Bharatiraja Chokkalingam, Rajesh Verma, Lucian Mihet-Popa

“…The article presents a new method with fewer iterations to determine the optimal compensation parameters, ensuring that both the CC and CV outputs with ZPA comply with the SAE J2954 frequencies standards. …”
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Simultaneous multi-class detection of interplanetary space weather events by Nguyen Gautier, Bernoux Guillerme, Ferlin Antoine

“…Previous studies revealed the efficiency of deep-learning based methods for this task over traditional threshold-based techniques. …”
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Presenting a model for the establishment and maintenance of expert human resources in the government organizations of Sistan and Baluchestan province by Majid Reza Dahmardeh, Vahid pourshahabi, Amin Reza Kamalian, Habibollah Salaerzehi

“…The data showed that employee turnover rates varied significantly across UK industries.Roknabadi & Adibzadeh (2023), in a research titled identifying and prioritizing the factors affecting human resources maintenance in Islamic Azad University, came to the conclusion that maintaining expert staff in Islamic Azad University first requires attracting efficient, committed and specialized staff.Research methodologyThe current research is applicable in terms of its purpose, and survey in terms of the execution method, and is based on structural equation modeling. …”
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