Search results for "Model architecture"

showing 2 items of 2 documents

A semi-empirical multipurpose steady-state model of a fuel cell for household appliances

2013

In this paper, a multipurpose model of a proton exchange membrane fuel cell for household appliances is proposed. According to a conventional mathematical approach, the proposed model is derived from the physical and electro-chemical equations that rule the fuel cell behaviour. Differently from existing models, a parametric analysis is carried out and a few tunable parameters are accurately selected and identified. Furthermore, this paper proposes an innovative technique of unique model architecture which enables the designer to solve by himself the trade-off between complexity and accuracy on the basis of the specific applications. Three different choices could be performed by the designer…

EngineeringBasis (linear algebra)Parametric analysisWaste managementbusiness.industryAbsolute accuracySteady State theoryProton exchange membrane fuel cellControl engineeringExperimental validationSettore ING-IND/32 - Convertitori Macchine E Azionamenti Elettriciproton exchange membrane fuel cellfuel cellmodellingModel architectureFuel cellsrenewable energy sourcebusinesssemi-empirical model2013 International Conference on Clean Electrical Power (ICCEP)
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Predicting Next Dialogue Action in Emotionally Loaded Conversation

2021

This paper reports on creating a neural network model for prediction of the next action in a dialogue considering conversation history, i.e. entities, context variables and emotion indicators marking emotionally loaded user utterances. Several experiments were performed to see how the information about emotions affects the accuracy of the model. For the purposes of these experiments, a dataset containing 206 dialogs in Latvian in the transport inquiry domain was created containing both neutral and emotionally loaded utterances. To see if the proposed next dialogue action prediction model architecture is suitable for other languages, the original Latvian utterances were translated into Engli…

Single modelArtificial neural networkComputer sciencebusiness.industrymedia_common.quotation_subjectLatviancomputer.software_genrelanguage.human_languageDomain (software engineering)Model architectureAction (philosophy)languageConversationArtificial intelligencebusinesscomputerNatural language processingmedia_commonTransformer (machine learning model)
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