Energy efficiency improvement through MPC-based peripherals management for an industrial process test-bench

The determination of energy consumption and conservation targets during the 13th Five-Year Plan lies in the core of the 13th Five-Year energy conservation planning. In this paper, the top-down decomposition methods was been employed to calculate China energy consumption, and research on the prediction of the development of industrial energy efficiency. In the end, author gave the suggestions to show the double control for energy consumption intensity and total consumption is the best way to fulfil the target of industrial energy efficiency of 13th five year plan energy consumption plan.

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Energy Consumption Dynamical Models for Smart Factories Based on Subspace Identification Methods

Bermeo-Ayerbe

Ocampo‐Martínez

2019

2019 IEEE 4th Colombian Conference on Automatic Control (CCAC)

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Given the need of implementing methodologies in industry for the reduction of the energy consumption costs, it is required to create modelling methodologies that, together with the use of new technologies, will allow identifying energy consumption models based on input-output data. These models will later be used to design a suitable model-based control strategy. In this paper, a subspace identification algorithm based on the RQ decomposition approach has been reported, which is both implemented and validated on a test-bench that emulates the energy consumption of an industrial machine within a manufacturing process. Subsequently, the resultant model fitting when using the proposed modelling methodology has been compared with different identification routines included into the MATLAB System Identification Toolbox™, showing, in general, better results for the proposed methodology in this paper, with up to almost 80% of fitting in some cases.

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Energy efficiency improvement through MPC-based peripherals management for an industrial process test-bench

Cited by 3 publications

References 7 publications

A Learning Factory Framework: Challenges and Solutions for an Irish University*

A Learning Factory Framework: Challenges and Solutions for an Irish University*

Study and Suggestion on Industrial Energy Efficiency of 13th Five Year Plan

Energy Consumption Dynamical Models for Smart Factories Based on Subspace Identification Methods

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