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检索条件"任意字段=Proceedings of the Conference on Design, Automation and Test in Europe"

共 3808 条记录，以下是201-210 订阅

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An Imitation Augmented Reinforcement Learning Framework for CGRA design Space Exploration

An Imitation Augmented Reinforcement Learning Framework for ...

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design, automation and test in europe conference and Exhibition

作者： Liangji Wu Shuaibo Huang Ziqi Wang Shiyang Wu Yang Chen Hao Yan Longxing Shi Southeast University Nanjing China

ISBN: (数字)9783982674100

ISBN: (纸本)9798331534646

Coarse-Grained Reconfigurable Arrays (CGRAs) are a promising architecture that warrants thorough design space exploration (DSE). However, traditional DSE methods for CGRAs often get trapped in local optima due to singularities, i.e., invalid design points caused by CGRA mapping failures. In this paper, we propose a singularity-aware framework based on the integration of reinforcement learning (RL) and imitation learning (IL) for DSE of CGRAs. Our approach learns from both valid and invalid points, substantially reducing the probability of sampling singularities and accelerating the escape from inefficient regions, ultimately achieving high-quality Pareto points. Experimental results demonstrate that our framework improves the hypervolume (HV) of the Pareto front by 23.56% compared to state-of-the-art methods, with a comparable time overhead.

关键词： Navigation Imitation learning europe Reinforcement learning Robustness Space exploration Optimization Convergence

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THICKENED FLAME MODEL EXTENSION FOR DUAL GAS GT COMBUSTION: VALIDATION AGAINST SINGLE CUP ATMOSPHERIC test 69

THICKENED FLAME MODEL EXTENSION FOR DUAL GAS GT COMBUSTION: ...

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69th ASME Turbomachinery Technical conference and Exposition (ASME Turbo Expo) (GT)

作者： Meloni, R. Babazzi, G. Giannini, N. Castellani, S. Nassini, P. C. Picchi, A. Galeotti, S. Becchi, R. Andreini, A. Baker Hughes Florence Italy Univ Florence Dept Ind Engn Florence Italy

ISBN: (纸本)9780791887943

The development of predictive combustion models is more and more strategic in the design definition of gas turbine combustor. The Thickened Flame Model (TFM), despite its high computational cost, is one of the most accurate approach available in literature since it can naturally take into account the non-equilibrium effects into the flame brush (i.e., strain and heat losses) as well as preferential diffusion when hydrogen is employed. Conversely, the original formulation of this combustion model needs several adjustments to accommodate the properties of the mixture when different streams of fuels and/or oxidizers are present in the system. The present work represents a first step in the extension of this combustion model to handle multiple streams of fuels and oxidizers. More specifically, an industrial burner fed with two different fuel streams and air as oxidizer is considered. The pilot fuel line is fed with micro hydrogen injections with the aim to enhance the lean blow-out margin, while the main one with pure methane. Dedicated tests are performed at the THT laboratory (University of Florence) to retrieve the main information characterizing the burner (emissions, temperature and pressure pulsations) as well as OH* chemiluminescence for the flame shape and position at the same operating conditions. The comparison between the numerical results and the experimental data will provide highlights about the ability of the extended-TFM to capture the main features of the flame stabilization mechanisms.

关键词： TFM Dual-gas-oxidizer Flame Stabilization

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design automation for Cyber-Physical Production Systems: Lessons Learned from the DeFacto Project

Design Automation for Cyber-Physical Production Systems: Les...

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design, automation and test in europe conference and Exhibition

作者： Michele Lora Sebastiano Gaiardelli Chanwook Oh Stefano Spellini Pierluigi Nuzzo Franco Fummi Dept. of Engineering for Innovation Medicine Industrial Computer Engineering Laboratory University of Verona Italy Dept. of Electrical and Computer Engineering University of Southern California Los Angeles CA U.S.A Factoryal S.r.l. San Giovanni Lupatoto Italy

ISBN: (数字)9783981926385

ISBN: (纸本)9798350348606

The DeFacto project, supported by the european Commission via a Marie Skłodowska-Curie Global Individual Fellowship, tackles the complexity arising from the transformation of industrial manufacturing systems into intricate cyber-physical systems. This evolution offers unprecedented opportunities but also poses intellectual and engineering challenges. DeFacto aims to advance the design automation of cyber-physical production systems by developing innovative modeling paradigms, scalable algorithms, software architectures, and tools. In the DeFacto approach, production systems are managed through service-oriented manufacturing software architectures. System-level models capture the features and the requirements of production systems, representing both production and computational processes as services provided by the infrastructure. Methodologies for system analysis and optimization rely on compositional abstractions of system behaviors grounded in assume-guarantee contracts. This paper outlines key research endeavors, findings, and lessons learned from the DeFacto project.

关键词： design automation Software architecture Computational modeling Software algorithms europe Cyber-physical systems System analysis and design

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Shaping vibration engineering for the automotive transformation 31

Shaping vibration engineering for the automotive transformat...

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31st International conference on Noise and Vibration Engineering, ISMA 2024 and 10th International conference on Uncertainty in Structural Dynamics, USD 2024

作者： Dindorf, C. Pandiya, N. Schmidt, A. Robert Bosch GmbH Electrified Motion Division Engineering Test Center Bosch Center of Competence for Vibration Robert-Bosch-Str. 2 Schwieberdingen71701 Germany

ISBN: (纸本)9789082893175

The presentation delves into the pivotal role of vibration engineering in the automotive industry's transformation, with a special focus on electrified powertrains, the role of standardization and the virtualization of vibration engineering, including three EU-funded projects. With the advent of fully electrified powertrains, we are facing new challenges in automotive vibration. The internal combustion engine no longer masks other sources within the vehicle, which suddenly have to fulfill much stricter noise requirements. Automotive E/E equipment are required to reliably deal with new sources of vibration. Further into the future, fully automated driving is expected to become a reality, and tackling the disturbance of the passengers by noise as well as vibration-induced failure of electric powertrains is of high importance. testament to this, the EU-funded project "GAP-Noise" deals with these topics and is showcased here. A keystone in the forecasted automotive transformation is the development of methods for the virtualization of vibration loads. This enables design modifications much earlier in the development cycle of a component, and at the fraction of physical test costs, which is only available at a much later stage. Such approaches and solutions developed in the EU-funded project "VOLTCAR" and beyond this project are presented. © 2024 proceedings of ISMA 2024 - International conference on Noise and Vibration Engineering and USD 2024 - International conference on Uncertainty in Structural Dynamics. All rights reserved.

关键词： Automotive industry

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2023 IEEE design Methodologies conference, DMC 2023

2023 IEEE Design Methodologies Conference, DMC 2023

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2023 IEEE design Methodologies conference, DMC 2023

ISBN: (纸本)9798350315547

The proceedings contain 25 papers. The topics discussed include: VLSI-inspired design automation for scalable power electronics layout optimization;optimized design of fast-switching GaN-based inverters utilizing a digital prototype in a standardized realistic test cycle;machine learning based non-intrusive inspection technique to quantify GaN HEMT characteristics;datasheet based SiC MOSFET models for accurate switching waveform prediction in virtual prototyping applications;state of charge estimation using data-driven models for inverter-based systems;virtual prototyping of PLCs for fault prediction and optimization;fuzzing for power grids: a comparative study of existing frameworks and a new method for detecting silent crashes in control devices;rapid prototyping of a SiC-based PMSM motor drive for aerospace applications;and automated design and optimization of planar transformers for high-frequency applications.

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REACT: Randomized Encryption with AI-Controlled Targeting for Next-Gen Secure Communication

REACT: Randomized Encryption with AI-Controlled Targeting fo...

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design, automation and test in europe conference and Exhibition

作者： Zhangying He Hossein Sayadi Department of Computer Engineering and Computer Science California State University Long Beach Long Beach CA USA

ISBN: (数字)9783982674100

ISBN: (纸本)9798331534646

This work introduces REACT (Randomized Encryption with AI-Controlled Targeting), a novel framework leveraging Deep Reinforcement Learning (DRL) and Moving Target Defense (MTD) to secure chaotic communication in resource-constrained environments. REACT employs a random generator to dynamically assign encryption modes, creating unpredictable patterns that thwart interception. At the receiver's end, four DRL agents collaborate to identify encryption modes and apply decryption methods, ensuring secure, synchronized communication. Evaluation results demonstrate up to 100% decryption accuracy and a 51% reduction in attack success probability, establishing REACT as a robust and adaptive defense for secure and reliable communication.

关键词： Adaptation models Chaotic communication europe Receivers Deep reinforcement learning Generators Encryption Synchronization Reliability Internet of Things

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Umbra: An Efficient Framework for Trusted Execution on Modern TrustZone-Enabled Microcontrollers

Umbra: An Efficient Framework for Trusted Execution on Moder...

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design, automation and test in europe conference and Exhibition

作者： Stefano Mercogliano Alessandro Cilardo Dept. of Electrical Engineering and Information Technologies University of Naples Federico II Naples Italy

ISBN: (数字)9783982674100

ISBN: (纸本)9798331534646

The rise of microcontrollers in critical systems demands robust security measures beyond traditional methods like Memory Protection Units. ARM's TrustZone-M offers enhanced protection for secure applications, yet its potential for deploying Trusted Execution Environments often remains untapped, leaving room for innovation in managing security on resource-constrained devices. This paper presents Umbra, a Rust-based framework that isolates mutually distrustful applications and integrates with untrusted embedded OSes. Leveraging modern security hardware, Umbra features an efficient secure caching mechanism that encrypts all code exposed to attackers, decrypting and validating only necessary blocks during execution, achieving practical Trusted Execution Environments on modern microcontrollers.

关键词： Technological innovation Costs Codes Microcontrollers europe Hardware Cryptography Protection

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designing Resilient Autonomous Systems with the Reflex Pattern

Designing Resilient Autonomous Systems with the Reflex Patte...

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design, automation and test in europe conference and Exhibition

作者： Julian Demicoli Sebastian Steinhorst Department of Computer Engineering Technical University of Munich Germany

ISBN: (数字)9783982674100

ISBN: (纸本)9798331534646

Autonomous systems face significant challenges due to fluctuating resources and unstable environments, where traditional redundancy strategies for resilience can be inefficient. We present the Reflex pattern, inspired by biological reflexes, promoting system resilience by dynamically adapting to changing resource conditions. By switching between complex and resource-efficient algorithms based on availability, the pattern optimizes efficient resource utilization without extensive redundancy, ensuring essential functionalities remain operational under constraints. To facilitate adoption, we introduce ReflexLang, a domain-specific language (DSL) enabling automated code generation for reflex-pattern-based systems. We validate the pattern's effectiveness in a drone image processing scenario, demonstrating its potential to enhance operational integrity and resilience.

关键词： Autonomous systems Software architecture Image processing Heuristic algorithms Redundancy europe Switches Resource management Faces Resilience

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Hardware/Software Runtime for GPSA Protection in RISC-V Embedded Cores

Hardware/Software Runtime for GPSA Protection in RISC-V Embe...

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design, automation and test in europe conference and Exhibition

作者： Louis Savary Simon Rokicki Steven Derrien Univ Rennes Inria CNRS IRISA UBO Lab-STICC

ISBN: (数字)9783982674100

ISBN: (纸本)9798331534646

State-of-the-art hardware countermeasures against fault attacks are based, among others, on control-flow and code integrity checking. Generalized Path Signature Analysis and Continuous Signature Monitoring can assert these integrity properties. However, supporting such mechanisms requires a dedicated compiler flow and does not support indirect jumps. This work proposes a technique based on a hardware/software runtime to generate those signatures while executing unmodified off-the-shelf RISC-V binaries. To the best of our knowledge, this is the first solution for providing this level of protection against fault injection on unmodified binaries. The proposed approach has been implemented on a pipelined processor, and experimental results show an average slowdown of ×3.35 and an area overhead of at least ×1.86 compared to unprotected implementations.

关键词： Runtime Codes europe Hardware Protection Monitoring

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Hardware/Software Co-Analysis for Worst Case Execution Time Bounds

Hardware/Software Co-Analysis for Worst Case Execution Time ...

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design, automation and test in europe conference and Exhibition

作者： Can Joshua Lehmann Lars Bauer Hassan Nassar Heba Khdr Jörg Henkel Karlsruhe Institute of Technology (KIT) Chair for Embedded Systems (CES)

ISBN: (数字)9783982674100

ISBN: (纸本)9798331534646

Ensuring that safety-critical systems meet timing constraints is crucial to avoid disastrous failures. To verify that timing requirements are met, a worst-case execution time (WCET) bound is computed. However, traditional WCET tools require a predefined timing model for each target processor, which is not available when using custom instruction set extensions. We introduce a novel approach based on hardware-software coanalysis that employs an instrumented hardware description of the target processor, removing the requirement for a separate timing model. We demonstrate this approach by extending the FemtoRV32 Individua RISC-V processor with a custom instruction set extension and show that it accurately models the timing behavior of the resulting system.

关键词： Instruction sets Computational modeling Instruments europe Benchmark testing Hardware Timing Bars

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