Questa è la nostra ultima selezione di pubblicazioni e brevetti in inglese sulle leghe a memoria di forma (SMA), tra numerose riviste scientifiche online, classificate e focalizzate su memoria di forma, memoria di forma, lega a memoria, rame-alluminio-nichel, nichel-titanio, NiTi, effetto memoria di forma, superelasticità e pseudoelasticità.
Cold Wave Recognition and Wind Power Forecasting Technology Considering Sample Scarcity and Meteorological Periodicity Characteristics
Published on 2025-04-14 by Zhifeng Liang, Rongfan Chai, Yupeng Sun, Yue Jiang, Dayan Sun @MDPI
Abstract: Accurate recognition of both cold wave occurrence and wind power during cold wave events is critically significant to ensure the stable operation of the power system under extreme meteorological conditions. In view of the above problems, this paper proposes a cold wave event recognition method and a day-ahead wind farm cluster power forecasting model. In order to effectively recognize cold wave events, this paper proposes a cold wave discrimination criterion based on wind turbine operation chara[...]
Our summary: Accurate recognition of cold wave events and wind power forecasting during extreme meteorological conditions is crucial. Proposed methods include a cold wave event recognition method and a day-ahead wind farm cluster power forecasting model. The cold wave discrimination criterion is based on wind turbine operation characteristics and NWP data, addressing sample scarcity through a GAN-enhanced multi-modal U-Net architecture.
Cold Wave Recognition, Wind Power Forecasting, Sample Scarcity, Meteorological Periodicity
Publication
Case Study of Oman
Published on 2025-04-14 by Ahmed Majid Salim Al Aamri, Harry Evdorides, Charalampos Baniotopoulos @MDPI
Abstract: Building Information Modelling (BIM) is defined as a digital representation of a facility’s physical and functional characteristics that serves as a shared knowledge resource for stakeholders. BIM is transforming the global Architecture, Engineering, and Construction (AEC) industry by enhancing project delivery, constructability, and stakeholders’ collaboration. However, the adoption of BIM in Oman remains limited due to various challenges. This study assesses the cur[...]
Our summary: Study assesses BIM adoption in Oman, identifies barriers and opportunities, highlights need for training and incentives to promote adoption, aligns with Oman Vision 2040 goals.
Building Information Modelling, BIM, construction industry, Oman
Publication
Initial Research on Ultrasonic Vibration-Assisted EDM for Processing Cylindrical Surfaces
Published on 2025-04-14 by Van-Thanh Dinh, Thi-Tam Do, Thu-Quy Le, Anh-Tung Luu, Ngoc-Pi Vu, Thi-Phuong-Thao Tran @MDPI
Abstract: Electrical discharge machining represents a non-conventional machining process, specifically designed for the effective fabrication of materials that are difficult to machine and for components with complex geometries. Many studies have been carried out that combine electrical discharge machining with the ultrasonic vibration of electrodes. Nevertheless, most of these investigations have concentrated on the processing of hole or cavity components. This document presents an experimental study foc[...]
Our summary: Experimental study on ultrasonic vibration-assisted EDM for processing cylindrical surfaces, Two-stage design process for electrode holder, Increased MRR by 35.5% with similar SR values.
Ultrasonic Vibration, EDM, Cylindrical Surfaces, Electrode Holder
Publication
Sustainable Waste Management as a Determinant of Quality of Life in Croatian Island Communities
Published on 2025-04-14 by Antonio Dekani?, Zoran Je�i? @MDPI
Abstract: This study examines the impact of sustainable waste management on the quality of life of the inhabitants of Croatian island communities, focusing on how waste management practices contribute to sustainable tourism development. This study aims to provide policymakers and local stakeholders with insights into the implementation of effective waste management strategies that improve environmental protection and the well-being of residents. This research aligns with the United Nations Sustainable Dev[...]
Our summary: Impact of sustainable waste management on quality of life in Croatian island communities, Insights for policymakers and stakeholders, Relationship between waste management, quality of life, and tourism development
sustainable waste management, quality of life, Croatian island communities, sustainable tourism development
Publication
An Improved Sugarcane Tail Tip Recognition Algorithm Based on YOLO11n for Complex Field Environments
Published on 2025-04-13 by Chunming Wen, Yang Cheng, Shangping Li, Leilei Liu, Qingquan Liang, Kaihua Li, Youzong Huang @MDPI
Abstract: Accurate identification of the sugarcane tail tip is crucial for the real-time automation control of the harvester’s cutting device, improving harvesting efficiency, and reducing impurity rates. This paper proposes Slim-YOLO, an improved YOLO11n-based algorithm incorporating a lightweight RepViT backbone, an ELANSlimNeck neck structure, and the Unified-IoU (UIoU) loss function. Experimental results on the sugarcane tailing dataset show that Slim-YOLO achieves an mAP50 of 92.2% and [...]
Our summary: Improved Sugarcane tail tip recognition algorithm based on YOLO11n for complex field environments, Incorporates lightweight RepViT backbone and ELANSlimNeck neck structure, Achieves mAP50 of 92.2% and outperforms YOLO11n by 8.2% with reduced parameters.
Sugarcane, Tail Tip, YOLO11n, Algorithm
Publication
Motion Intention Recognition Techniques and Applications
Published on 2025-04-13 by Xu Zhang, Yonggang Qu, Gang Zhang, Zhiqiang Wang, Changbing Chen, Xin Xu @MDPI
Abstract: The global aging trend is becoming increasingly severe, and the demand for life assistance and medical rehabilitation for frail and disabled elderly people is growing. As the best solution for assisting limb movement, guiding limb rehabilitation, and enhancing limb strength, exoskeleton robots are becoming the focus of attention from all walks of life. This paper reviews the progress of research on upper limb exoskeleton robots, sEMG technology, and intention recognition technology. It analyzes [...]
Our summary: Review of research on upper limb exoskeleton robots, sEMG technology, and intention recognition technology. Analysis of literature using keyword clustering analysis. Discussion of application of sEMG technology, deep learning methods, and machine learning methods in human movement intention recognition by exoskeleton robots.
exoskeleton robots, sEMG technology, intention recognition, deep learning methods
Publication
Communication method and related apparatus
Patent published on the 2025-04-03 in WO under Ref WO2025066741 by HUAWEI TECH CO LTD [CN] (Zhu Shichao [cn], Sun Fei [cn], Zhu Yuanping [cn], Shi Yulong [cn])
Abstract: A communication method and a related apparatus, relating to the technical field of communications. The communication method comprises: when a first trigger condition is satisfied, a relay node sending first information to a first host node, wherein the first information comprises the result of establishing a first F1 interface between the relay node and a target host node. In the present method, the first information is sent to the first host node, so that the first host node determines that the[...]
Our summary: A method and apparatus for communication in the field of communications, involving the relay node sending information to host nodes to establish F1 interfaces and enable UE handover procedures, ensuring smooth DU migration.
communication method, apparatus, relay node, F1 interface
Patent
Systems and methods for csi feedback framework based on ai
Patent published on the 2025-04-03 in WO under Ref WO2025065584 by YANG YUANLONG [CN] (Yang Yuanlong [cn], Yang Fan [cn], Liu Jianying [cn])
Abstract: Described are systems and methods for CSI feedback through AI/ML.A method for CSI feedback framework based on AI includes reporting, by a user equipment (UE), a UE capability to a base station comprising a supported AI model and a number of AI model parameters, and collecting, by the Base Station (BS), a legacy CSI report and calculating a metric of a historic CSI for an observed window P to evaluate the correlation between the historic CSI; determining, by the BS, whether to activate a CSI pred[...]
Our summary: Systems and methods for CSI feedback through AI/ML, including reporting UE capability to base station, activating CSI prediction feature based on historic CSI correlation, and transferring trained AI model to UE for CSI compression and prediction.
CSI feedback framework, AI model, AI-based CSI compression, CSI prediction feature
Patent
IT 
EN 
FR 
DE 
ES