Browsing by Author "Bermeo Ayerbe, Miguel Ángel"
Now showing items 1-10 of 10
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Adaptive predictive control for peripheral equipment management to enhance energy efficiency in smart manufacturing systems
(2021)
Article
Open AccessThe importance of implementing energy efficiency methodologies in industrial environments has increased considerably in the last decade given the high energy costs and environmental impact (e.g., greenhouse gas emissions). ... -
An optimization-based control strategy for energy efficiency of discrete manufacturing systems
(2019-01-01)
Article
Open AccessIn order to reduce the global energy consumption and avoid highest power peaks during operation of manufacturing systems, an optimization-based controller for selective switching on/off of peripheral devices in a test bench ... -
Data-driven energy prediction modeling for both energy efficiency and maintenance in smart manufacturing systems
(Elsevier, 2022-01)
Article
Open AccessThe optimization and monitoring of the energy consumption of machinery lead to a sustainable and efficient industry. For this reason and following a digital twin strategy, an online data-driven energy modeling approach ... -
Energy consumption dynamical models for smart factories based on subspace identification methods
(2019)
Conference report
Open AccessGiven 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 ... -
Energy efficiency improvement of an industrial process test-bench using predictive control with model adaptation capabilities
(Universitat Politècnica de Catalunya, 2019-07-10)
Master thesis
Restricted access - author's decision -
Energy efficiency improvement through MPC-based peripherals management for an industrial process test-bench
(2019)
Conference report
Open AccessHigh energy costs evince the growing need for energy efficiency in industrial companies. This paper presents a solution at the industrial machine level to obtain efficient energy consumption. Therefore, a controller inspired ... -
Enhancing maintenance and energy efficiency in smart manufacturing processes through non-intrusive monitoring strategies
(Universitat Politècnica de Catalunya, 2022-12-02)
Doctoral thesis
Open Access(English) Concern about energy efficiency has increased in the industry, mainly motivated by rising energy prices and government policies to raise awareness of environmental impact. For this reason, this thesis is dedicated ... -
Non-intrusive condition monitoring based on event detection and functional data clustering
(Elsevier, 2023-09-01)
Article
Restricted access - publisher's policyImplementing monitoring electricity consumption strategies in industrial environments provides improvements in both the maintenance process and energy efficiency. The contribution of this work is an industry-oriented ... -
Non-intrusive load monitoring based on event detection and unsupervised learning for airport baggage handling systems
(Editorial Board, 2022)
Conference report
Restricted access - publisher's policyWith a non-intrusive load monitoring paradigm, this paper poses the first steps to monitor the health of airport baggage handling systems. This goal is reached by measuring the energy consumption of the electrical cabinets ... -
Remaining useful life estimation of ball-bearings based on motor current signature analysis
(2023-07)
Article
Restricted access - publisher's policyRemaining useful life (RUL) is the crucial element in predictive maintenance, helping to reduce significant costs in factories and avoiding production downtime. This work contributes to a non-intrusive condition monitoring ...
