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   Articles with "local model" as a keyword



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Information propagation in a non-local model with emergent locality

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recommendations! Published in 2022 at "Journal of High Energy Physics"

DOI: 10.1007/jhep04(2022)106

Abstract: Abstract In this paper, we revisit a “relatively local” model proposed in [1], where locality and dimensionality of space only emerges from the entanglement structure of the state the system is in. Various quantities such… read more here.

Keywords: emergent locality; locality; local model; information propagation ... See more keywords

Modeling climate change impacts on precipitation in arid regions of Pakistan: a non-local model output statistics downscaling approach

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recommendations! Published in 2018 at "Theoretical and Applied Climatology"

DOI: 10.1007/s00704-018-2672-5

Abstract: The uncertainties in climate projections in arid regions are quite high due to the large variability of climate and the lack of high-quality climate observations. In this study, an ensemble of four Coupled Model Intercomparison… read more here.

Keywords: non local; precipitation; climatology; local model ... See more keywords

The Generalised Local Model applied to Fibreglass

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recommendations! Published in 2018 at "Composite Structures"

DOI: 10.1016/j.compstruct.2018.06.073

Abstract: Abstract In the present research work, the Generalised Local Model (GLM) is employed to characterize the failure of a commercial Fibreglass by determining the Primary Cumulative Distribution Function of Failure (PCDFF) through an experimental campaign… read more here.

Keywords: fibreglass; generalised local; local model; failure ... See more keywords
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Automatic Modeling with Local Model Networks for Benchmark Processes

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recommendations! Published in 2017 at "IFAC-PapersOnLine"

DOI: 10.1016/j.ifacol.2017.08.089

Abstract: Abstract In this paper an automated model generation framework is used to identify three nonlinear dynamic benchmark processes. The nonlinearity is approximated using tree-based local model networks (LMN) with external dynamics, which are represented by… read more here.

Keywords: automatic modeling; model networks; model; local model ... See more keywords

An improved observer design approach for autonomous vehicles using error-based ultra-local model

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recommendations! Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-10575-0

Abstract: The paper presents a novel observer design method for an autonomous vehicle-oriented estimation problem. The design process combines two approaches: the Linear Parameter Varying framework and the error-based ultra-local model. The main goal of the… read more here.

Keywords: based ultra; ultra local; local model; error based ... See more keywords

Robust predictive control strategy for grid‐connected inverters with ultra‐local model based on linear matrix inequality

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recommendations! Published in 2024 at "IET Power Electronics"

DOI: 10.1049/pel2.12760

Abstract: To address the issue of poor robustness in the model predictive control of grid‐connected inverters due to disturbances in load model parameters, this article developed an ultra‐local model robust predictive controller based on Linear Matrix… read more here.

Keywords: local model; grid connected; ultra local; predictive control ... See more keywords

Latency Minimization for Wireless Federated Learning With Heterogeneous Local Model Updates

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2023.3285937

Abstract: In this article, we study the latency minimization problem for a wireless federated learning (FL) system with heterogeneous computation capability, where different edge devices perform different numbers of local model updates in each communication round.… read more here.

Keywords: local model; problem; model updates; latency ... See more keywords

Regulated Subspace Projection Based Local Model Update Compression for Communication-Efficient Federated Learning

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recommendations! Published in 2023 at "IEEE Journal on Selected Areas in Communications"

DOI: 10.1109/jsac.2023.3242722

Abstract: Despite high utility in distributed networks, federated learning entails enormous communication overhead due to the requirement of trained model exchange at every global iteration. When the communication resources are limited, as in wireless environments, learning… read more here.

Keywords: communication efficient; projection; communication; federated learning ... See more keywords

Optimal Adaptive Ultra-Local Model-Free Control Based-Extended State Observer for PMSM Driven Single-Axis Servo Mechanism System

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recommendations! Published in 2024 at "IEEE Transactions on Industry Applications"

DOI: 10.1109/tia.2024.3401097

Abstract: This paper proposes an optimal adaptive ultra-local model-free control (OAULMFC) scheme for servo-mechanism actuated through a permanent-magnet synchronous motor drive. Owing to the uncertainties in real-time applications, the model-based controller cannot achieve good dynamic performance.… read more here.

Keywords: model free; servo mechanism; local model; control ... See more keywords

A Local-Model Integration Approach to The Transition State Prediction of Continuous Annealing Processes

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recommendations! Published in 2025 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2024.3459050

Abstract: In a continuous annealing process (CAP), an accurate and timely temperature prediction is crucial, particularly during transitions between different types of strips. Predicting transition states is challenging due to process nonlinearities and time-varying characteristics induced… read more here.

Keywords: local model; continuous annealing; prediction; transition ... See more keywords

Ultra-local model-free speed prediction control based on high-order sliding mode compensation for PMSM drives

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recommendations! Published in 2022 at "Advances in Mechanical Engineering"

DOI: 10.1177/16878132221114248

Abstract: The model predictive control (MPC) is widely used in permanent magnet synchronous motor (PMSM) motion systems because of its simple structure, easy implementation, and reasonable control effect to realize accurate speed tracking. However, MPC relies… read more here.

Keywords: speed; ultra local; control; model free ... See more keywords