The subject of consideration is the model of the technological core of the economic system, mathematical methods of its analysis, as well as the procedures for calculating an indicative plan for the development of the...
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Air is essential to life and health, with oxygen (20.94%) and the ozone layer protecting against ultraviolet radiation. Depletion of oxygen reduces the ozone layer, increasing UV exposure. Good air quality is crucial ...
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The research group conducted high-throughput sequencing on a large number of pear samples in the early stage, and discovered that multiple MYB transcription factors were involved in the postharvest browning process of...
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Traditionally, safety analysis of the civil aircraft Flight control System (FCS) is depend on the understanding of system behavior by analysts. The maturity and credibility of the analysis results are limited by the c...
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ISBN:
(数字)9798350352252
ISBN:
(纸本)9798350352269
Traditionally, safety analysis of the civil aircraft Flight control System (FCS) is depend on the understanding of system behavior by analysts. The maturity and credibility of the analysis results are limited by the cognitive level of analysts. In addition, the synchronicity of system design process and safety assessment process is lower, as well as the lack of synergy among different analyst's analysis results. To solve these issues, a model-based safety analysis method for civil aircraft flight control systems is proposed. Firstly, an physical architecture model is established to describe the behaviors of the civil aircraft flight control system. Based on this model, the safety attributes of the model elements are defined. Then, the definition and connection of the system failure states from input to output are completed based on fault propagation logic. Finally, fault tree analysis of the pitch control failure condition of the flight control system is conducted, and the evaluation results validate the effectiveness of the proposed safety assessment method.
Current scientific experiments frequently involve control of specialized instruments (e.g., scanning electron microscopes), image data collection from those instruments, and transfer of the data for processing at simu...
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ISBN:
(数字)9781665461245
ISBN:
(纸本)9781665461245
Current scientific experiments frequently involve control of specialized instruments (e.g., scanning electron microscopes), image data collection from those instruments, and transfer of the data for processing at simulation centers. This process requires a "human-in-the-loop" to perform those tasks manually, which besides requiring a lot of effort and time, could lead to inconsistencies or errors. Thus, it is essential to have an automated system capable of performing remote instrumentation to intelligently control and collect data from the scientific instruments. In this paper, we propose a Remote Instrumentation Science Environment (RISE) for intelligent image analytics that provides the infrastructure to securely capture images, determine process parameters via machine learning, and provide experimental control actions via automation, under the premise of "human-on-the-loop". The machine learning in RISE aids an iterative discovery process to assist researchers to tune instrument settings to improve the outcomes of experiments. Driven by two scientific use cases of image analytics pipelines, one in material science, and another in biomedical science, we show how RISE automation leverages a cutting-edge integration of cloud computing, on-premise HPC cluster, and a Python programming interface available on a microscope. Using web services, we implement RISE to perform automated image data collection/analysis guided by an intelligent agent to provide real-time feedback control of the microscope using the image analytics outputs. Our evaluation results show the benefits of RISE for researchers to obtain higher image analytics accuracy, save precious time in manually controlling the microscopes, while reducing errors in operating the instruments.
On the basis of a component-level approach, mathematical and simulation models are created for various modules to examine the operation of the APU (Auxiliary Power Unit) and the ATS (Air Turbine Starter) in civil airc...
On the basis of a component-level approach, mathematical and simulation models are created for various modules to examine the operation of the APU (Auxiliary Power Unit) and the ATS (Air Turbine Starter) in civil aircraft. For the static analysis, simulation is done at the design point and steady-state point, respectively. For the dynamic analysis, additional output power and output torque of ATS at various temperatures are derived. The error is allowable in comparison to the provided test data, demonstrating the viability and efficacy of the model.
The proceedings contain 25 papers. The special focus in this conference is on Computing, Electrical and Industrial Systems. The topics include: Rule-Based control Algorithm to Explore Energy Flexibility from Residenti...
ISBN:
(纸本)9783031638503
The proceedings contain 25 papers. The special focus in this conference is on Computing, Electrical and Industrial Systems. The topics include: Rule-Based control Algorithm to Explore Energy Flexibility from Residential Pool Filtration Pumps;quantized Digital Amplification Physical Layer Security Schemes;Behavioral and Human-Centric Access control Model in XACML Reference Architecture: Design and Implementation of EHR Case Study;achieving Adaptive Safety via Trust Building in Autonomous Ecosystems;patient-Centered Healthcare: A Framework for Analyzing Patient Feedback Through Sentiment analysis and Topic modeling;multimodal Creativity State Detection from Speech and Voice;Convolutional Neural Networks for Autonomous UAV Navigation in GPS-Denied Environments;leveraging Information Flow-Based Fuzzy Cognitive Maps for Interpretable Fault Diagnosis in Industrial Robotics;continual Learning Supporting Human-Robot Collaboration;human-Centric Principles for Computational Systems Supporting Collaborative Creativity;analyzing Value-Sharing Methods in Energy Communities with Coalitional Game Theory;A Human-AI Framework to Design Collaborative Cyber Physical Systems;A Human-AI Centric Performance Evaluation System for Collaborative Business Ecosystems;preface;Evolving Cybersecurity Challenges in the Age of AI-Powered Chatbots: A Comprehensive Review;nonlinear Model Predictive control for Optimal Dose Administration in Radiotherapy;synple: A Platform for Privacy Preserving Synthetic Patient data Generation;promoting Decarbonization of Islands: A Case Study on the Replacement of Gas Water Heaters in Terceira Island, Azores, Portugal;a Novel Analogue Computing System in HiL for Electric Traction;determining Thin Film Characteristics by Prism Coupling Technique;a Physically Unclonable Function for Biomedical Devices Authentication;Mapping Forest Height with Multifrequency SAR, InSAR, and Multispectral datasets.
Real-time anomaly detection of slab thickness is essential for ensuring quality in continuous casting. Existing methods face challenges in data preprocessing and real-time monitoring. This study addresses these issues...
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ISBN:
(数字)9798350368284
ISBN:
(纸本)9798350368291
Real-time anomaly detection of slab thickness is essential for ensuring quality in continuous casting. Existing methods face challenges in data preprocessing and real-time monitoring. This study addresses these issues by integrating Principal Component analysis for dimensionality reduction and anomaly Detection with an autoencoder model. The proposed approach enables efficient and accurate real-time anomaly detection in slab thickness during the continuous casting process.
modeling and intelligent analysis of the theoretical framework of the multi-angle image-assisted physical education teaching based on data-oriented physical exercise experience is studied in the paper. The proposed st...
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Supersaturated designs (SSDs) represent a broad category of factorial designs where all the main effects cannot be estimated due to an insufficient run size. Consequently, identifying active effects in SSDs poses a ch...
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