Titlebook: Information and Communication Technologies; 9th Conference of Ec Juan Pablo Salgado Guerrero,Janneth Chicaiza Espin Conference proceedings

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Priscila Cedillo,Christian Collaguazo-Malla,William Sánchez,Paúl Cárdenas-Delgado,Daniela Prado-Cabr BTech and HND students in the fields of manufacturing engineering, computer aided design (CAD) and computer aided engineering (CAE) with transferable skills and knowledge. This book is also intended for technicians, technologists and engineers new to Creo Parametric software..978-3-319-79473-0978-3-319-23359-8

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Estimation of Ordinary Differential Equations Solutions with Gaussian Processes and Polynomial Chaosthm. To illustrate the methodology, the algorithms were tested on three known systems of ordinary differential equations and their effectiveness was quantified by three performance measures, resulting in an overall improvement in prediction by adding the polynomial chaos expansion.

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Forecasting Energy Consumption in Residential Department Using Convolutional Neural Networksnd in the second scenario, CNN-LSTM performed better. These models can be very useful in predictive control systems considered in buildings to foresee with great precision the energy consumption behavior in the short, medium, and long term.

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