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Applied Sciences, Vol. 16, Pages 9095: Strain-Based Quantitative Inversion of Localized Corrosion Defects in Storage Tanks Using Finite Element-Driven Machine Learning
3+ hour, 31+ min ago (409+ words) Wall thinning caused by corrosion changes the circumferential strain response of storage tanks, but nonlinear coupling among structural parameters, loading conditions, strain characteristics, and defect geometry makes direct inversion difficult. This paper develops a strain-based, finite element (FE)-based machine…...
Applied Sciences, Vol. 16, Pages 9092: DSM-Based Quantitative Comparison of Centralized and Modular Architectures of a Field-Deployed Electrohydraulic Lifting Device, Validated by Prototype Experiments
3+ hour, 48+ min ago (495+ words) Steel storage tanks are erected on site by multi-cylinder hydraulic lifting, conventionally from one power unit feeding all cylinders through a flow divider. Decentralized alternatives have not been evaluated for this task, and modularity in fluid power is rarely quantified....
Applied Sciences, Vol. 16, Pages 9086: Experimental Study of Gas Thermodynamic Responses and Sealing Plug Deterioration Characteristics in Compressed Air Energy Storage Caverns
7+ hour, 34+ min ago (591+ words) During the frequent charging, discharging, and storage processes of underground compressed air energy storage systems, the damage and degradation of sealing plugs directly affect the long-term stability of gas storage caverns. Using a self-developed cyclic charging–storage–discharging–restorage gas…...
Applied Sciences, Vol. 16, Pages 9083: PV-STAM: Velocity-Aware Attention for Mapless Deep Reinforcement Learning Navigation in Dynamic Environments
7+ hour, 34+ min ago (678+ words) Mapless deep reinforcement learning (DRL) navigation in dynamic indoor environments is difficult under single-frame 2D LiDAR, which reports where an obstacle is but not whether it is approaching. We introduce the Positional-Velocity Spatio-Temporal Attention Module (PV-STAM), a compact perception block (19,968 trainable…...
Applied Sciences, Vol. 16, Pages 9080: Numerical Evaluation of Proton-Exchange Membrane Fuel Cell Degradation in Real Driving Conditions and Accelerated Stress Tests
7+ hour, 56+ min ago (421+ words) Proton-exchange membrane fuel cell degradation is one of the factors that limit the deployment of this technology in the automotive market. Accelerated Stress Tests (ASTs) are the standard tool for assessing durability during design and development phases, thanks to their…...
Applied Sciences, Vol. 16, Pages 9063: Predicting Negative Day-Ahead Electricity Prices Across 12 European Bidding Zones: A Gate-Closure-Audited Explainable Machine Learning Framework
1+ day, 7+ hour ago (428+ words) The growing penetration of variable renewable energy (VRE) is increasing the frequency of very low and negative prices, although these events also depend on demand, transmission capacity, price-regime persistence and flexibility resources. This study examines which pre-auction and diagnostic variables…...
Applied Sciences, Vol. 16, Pages 9064: Lightweight Design and Static–Dynamic Analysis of a Gantry Crane Main Girder Based on Multi-Objective Topology Optimization
1+ day, 7+ hour ago (410+ words) Existing lightweight optimization studies on gantry crane girders merely adopt static strength and stiffness constraints, ignoring fatigue damage induced by dynamic loads and welding fabrication, which results in impractical optimal designs. To address this limitation, a novel multi-objective topology optimization…...
Applied Sciences, Vol. 16, Pages 9060: Research on Active Control Method for Thermal Error of Moving-Column Horizontal Machining Centers
1+ day, 8+ hour ago (394+ words) This paper investigates the thermal characteristics of machine tools under the influence of multiple heat sources and proposes an active temperature control method. The study was conducted under steady-state conditions with a constant feed rate of 10 m/min and no…...
Applied Sciences, Vol. 16, Pages 9061: Acoustic-Vibration Attenuation Characteristics of Polymeric Insulating Materials and Distributed Feedback Fiber Laser-Based Partial Discharge Detection in Cables
1+ day, 8+ hour ago (502+ words) Partial discharge (PD) generates transient acoustic-vibration signals that can be used for the passive monitoring of cable insulation. Unlike previous studies that separately addressed DFB-FL sensitivity, polymer-property effects, or acoustic attenuation in a particular cable, this study establishes an application-oriented…...
Applied Sciences, Vol. 16, Pages 9062: From Recycled End-of-Life Tires to Smart Circular Livestock Infrastructures: Development and Proof-of-Concept Validation of the SenseMat Platform
1+ day, 8+ hour ago (506+ words) This study presents SenseMat, a modular sensing infrastructure based on recycled end-of-life tire (ELT)-derived rubber flooring that integrates continuous body-weight (BW) estimation, environmental monitoring and Internet-of-Things (IoT) connectivity into a single structural livestock infrastructure. Designed as a modular engineering…...