Cyclical inverse interpolation: An approach for the inverse interpolation of black‐box models using tensor product representations
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DOI: 10.1002/asjc.2490
Abstract: This paper proposes a novel approach to inverse interpolating black‐box models, referred to as the cyclical inverse interpolation method (CIIM). The approach relies on the use of a multivariate surrogate function, expressed as a tensor… read more here.
Keywords: black box; inverse interpolation; approach; box models ... See more keywords
Population parametrization of costly black box models using iterations between SAEM algorithm and kriging
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DOI: 10.1007/s40314-016-0337-5
Abstract: In this article we focus on parametrization of black box models from repeated measurements among several individuals (population parametrization). We introduce a variant of the SAEM algorithm, called KSAEM algorithm, which couples the standard SAEM… read more here.
Keywords: black box; box models; population parametrization; saem algorithm ... See more keywords
Accurate modeling of photovoltaic modules using a 1-D deep residual network based on I-V characteristics
Sign Up to like & getrecommendations! Published in 2019 at "Energy Conversion and Management"
DOI: 10.1016/j.enconman.2019.02.032
Abstract: Abstract Accurate and reliable modeling of photovoltaic (PV) modules is significant for optimal design, operation and evaluation of PV systems. PV models can be classified into equivalent circuit-based white box models and data-driven black box… read more here.
Keywords: photovoltaic modules; box; black box; model ... See more keywords
Models for nearly every occasion: Part I - One box models
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Occupational and Environmental Hygiene"
DOI: 10.1080/15459624.2016.1213392
Abstract: ABSTRACT The standard “well mixed room,” “one box” model cannot be used to predict occupational exposures whenever the scenario involves the use of local controls. New “constant emission” one box models are proposed that permit… read more here.
Keywords: part; box models; room; model ... See more keywords
Gray Box Modeling of Power Transformer Windings for Transient Studies
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DOI: 10.1109/tpwrd.2017.2649484
Abstract: For the fast transient study of power transformers, several types of models are available that can be categorized into three groups: white box models, black box models, and gray box models. The identification of their… read more here.
Keywords: box models; transformer; power; model ... See more keywords