Identification of Flow Ｒegimes Based on Adaptive Learning and Additional Momentum BP Neural Network for Electrical Capacitance Tomography by WANG Li-li, LIU Hong-bo, CHEN De-yun, FENG Qi-shuai

“…The simulation results show the algorithm not only inherits the advantages of traditional BP neural network，but also improve slow convergence and solve being prone to fall into local minimum problems in flow pattern identification of ECT system…”
Get full text

A Novel Green Logistics Vehicle Scheduling Method Against Road Congestion Utilizing Vehicle–Road–Cloud Collaborative Technology by Rui Zheng, Zhiwei Zhu, Xiaolu Ma, Ruiyang Shi, Zibao Lu

“…In modern urban logistics and schedule systems, road congestion stands out as a primary contributor to heightened energy consumption in new energy logistics vehicles. …”
Get full text

Optimal control strategy for trains in emergency self-propelled running conditions by ZHU Yutong

“…By utilizing the optimal constant speed curve, a coasting energy-saving optimization algorithm was proposed to further reduce energy consumption during emergency self-propelled train operation. …”
Get full text

Human expert grading versus automated quantification of fluid volumes in nAMD, DME and BRVO by Felix Goldbach, Bianca S. Gerendas, Oliver Leingang, Thomas Alten, Alexandros Bampoulidis, Jonas Brugger, Hrvoje Bogunovic, Amir Sadeghipour, Ursula Schmidt-Erfurth

Get full text

A novel software-defined networking controlled vehicular named-data networking for trustworthy emergency data dissemination and content retrieval assisted by evolved interest packe... by Mazen Alowish, Yoshiaki Shiraishi, Yasuhiro Takano, Masami Mohri, Masakatu Morii

“…Optimal route selection is performed by roadside unit for both content retrieval and vehicle-to-vehicle communication using novel region-based hybrid cuckoo search algorithm. Hybrid algorithm combines cuckoo search and particle swarm optimization algorithm to perform efficient route selection. …”
Get full text

Extraction of exact symbolic stationary probability formulas for Markov chains in finite space with application to production lines. part II: unveiling accurate formulas for very s... by Konstantinos S. Boulas, Georgios D. Dounias, Chrissoleon T. Papadopoulos

“…That is because even small systems are characterized by the well-known state explosion problem.MethodsIn short serial production lines, the underlying Markov chain is depicted as a graph of the transition diagram, which is constructed by implementing an algorithm. …”
Get full text

Classification and identification of pest, diseases and nutrient deficiency in paddy using layer based EMD phase features with decision tree by A. Pushpa Athisaya Sakila Rani, N. Suresh Singh

“…Therefore, the paper proposes a classification system for the identification of pest, disease, and nutrient deficiency classes. …”
Get full text

Mathematical modeling of the initial stage of a fire in the storage of military equipment and weapons by A. L. Akhtulo, L. N. Akhtulova, A. E. Lyubako, L. A. Ivanova

“…There was suggested an algorithm of a sequential and single occupancy for completing complex structure of an object’s fire fighting system. …”
Get full text

CLOSED-LOOP CONTROL OF OXYGEN-CONVERTER MELTING by V. S. Bogushevsky, S. V. Zhuk, S. G. Melnik, E. N. Zubova

“…The model takes into account the kinetics of the process of removing carbon from the melt in the foreign – and intradiffusion limiting process of decarburization. The algorithm of the model is implemented in an automated process control system of converter smelting. …”
Get full text

Dynamics and Prediction of Land Use and Land Cover Changes Using Geospatial Techniques in Abelti Watershed, Omo Gibe River Basin, Ethiopia by Melkamu Ateka Derebe, Samuel Dagalo Hatiye, Ligalem Agegn Asres

“…Quantifications of spatial and temporal dynamics of land use/cover changes were accomplished by using three satellite images of 2000, 2010, and 2017 and classifying them via a supervised classification algorithm by using Earth Resources and Development System (ERDAS) software and finally applying the postclassification change detection technique was performed by using ArcGIS 10.3. …”
Get full text

Methodological Support for Applying the Method of Majority Reservation in Measuring Channels by N. V. Minchev

“…The computational complexity of the developed algorithm is estimated by a polynomial of the second degree.Conclusion. …”
Get full text

Analysis of Typed Inclusion Dependencies with Null Values by Vladimir S. Zykin, Sergey V. Zykin

“…The correctness of the algorithm is proved.…”
Get full text

Harun Farocki's Asignifying Images by Claudio Celis Bueno

Get full text

Intelligent excitation adaptability for full-spectrum real-time vibration isolation by Shuai Chen, Yilong Wang, Qianjing Wu, Hesheng Han, Dengqing Cao, Biao Wang

“…We develop a real-time frequency perception algorithm to quickly perceive excitation frequencies, enabling the system to perform rapid mode-switching and thus achieve real-time full-spectrum vibration control. …”
Get full text

Emerging opportunities and challenges for the future of reservoir computing by Min Yan, Can Huang, Peter Bienstman, Peter Tino, Wei Lin, Jie Sun

“…To unlock the full capabilities of reservoir computing towards a fast, lightweight, and significantly more interpretable learning framework for temporal dynamical systems, substantially more research is needed. This Perspective intends to elucidate the parallel progress of mathematical theory, algorithm design and experimental realizations of reservoir computing, and identify emerging opportunities as well as existing challenges for large-scale industrial adoption of reservoir computing, together with a few ideas and viewpoints on how some of those challenges might be resolved with joint efforts by academic and industrial researchers across multiple disciplines.…”
Get full text

Optimization of air conditioning mechanical ventilation using simulated annealing for enhanced energy efficiency and cost reduction by Enio Pedone Bandarra Filho, Gleyzer Martins, Muhammad Bilal Riaz, Sardar Muhammad Bilal, Oscar Saul Hernandez Mendonza

“…The methodology integrates principles of fluid mechanics with computational modeling to perform mass and pressure balances, combined with a simulated annealing algorithm for system optimization. The results demonstrate notable reductions in energy consumption, installation costs, and root mean square deviation of airflow rates from design targets. …”
Get full text

Active Magnetic Bearing Rotor Model Updating Using Resonance and MAC Error by Yuanping Xu, Jin Zhou, Long Di, Chen Zhao, Qintao Guo

“…Modern control techniques can improve the performance and robustness of a rotor active magnetic bearing (AMB) system. Since those control methods usually rely on system models, it is important to obtain a precise rotor AMB analytical model. …”
Get full text

Bearing Health Assessment Based on Chaotic Characteristics by Chen Lu, Qian Sun, Laifa Tao, Hongmei Liu, Chuan Lu

Get full text

GA-BPNN Based Hybrid Steering Control Approach for Unmanned Driving Electric Vehicle with In-Wheel Motors by Yong Li, Xing Xu, Wujie Wang

“…The back propagation neural network (BPNN) is used to optimize the network structure, parameters, and the weight coefficient of the hybrid steering system. The genetic algorithm (GA) is employed to optimize the initial weight of BPNN and search within a large range. …”
Get full text

A Robust Cross-Channel Image Watermarking Technique for Tamper Detection and its Precise Localization by Muhammad Ashraf, Adnan Nadeem, Oussama Benrhouma, Muhammad Sarim, Kashif Rizwan, Amir Mehmood

“…Once the protection layer (watermark) is removed, a watermarking algorithm cannot pinpoint the falsified regions in affected images and gives a binary answer. …”
Get full text