Javier E. Sierra
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View article: Assessing Computational Resources and Performance of Non-Intrusive Load Monitoring (NILM) Algorithms on Edge Computing Devices
Assessing Computational Resources and Performance of Non-Intrusive Load Monitoring (NILM) Algorithms on Edge Computing Devices Open
Non-Intrusive Load Monitoring (NILM) enables appliance-level energy analysis from aggregated electrical signals, offering valuable insights for smart energy systems. While most NILM research focuses on high-resource environments, this stud…
View article: Predicting Energy Consumption and Time of Use of Home Appliances in an HEMS Using LSTM Networks and Smart Meters: A Case Study in Sincelejo, Colombia
Predicting Energy Consumption and Time of Use of Home Appliances in an HEMS Using LSTM Networks and Smart Meters: A Case Study in Sincelejo, Colombia Open
Rising household electricity consumption, driven by technological advances and increased indoor activity, has led to higher energy costs and an increased reliance on non-renewable sources, exacerbating the carbon footprint. Home energy man…
View article: Urban traffic flow prediction techniques: A review
Urban traffic flow prediction techniques: A review Open
In recent decades, the development of transport infrastructure has had a great development, although traffic problems continue to spread due to increase due to the increase in the population in urban areas that require the use of these mea…
View article: Creation of Value Through Big Data in Higher Education Institutions: A Survey
Creation of Value Through Big Data in Higher Education Institutions: A Survey Open
Big data proposes the analysis of large volumes of information in companies or organizations. An analysis is made to different researches related to the application of big data for the creation of value and in this way, to contribute to de…
View article: Design of a prototype remote medical monitoring system for measuring blood pressure and glucose measurement
Design of a prototype remote medical monitoring system for measuring blood pressure and glucose measurement Open
Objectives: This article describes the development of two prototypes supported in the e-Health Sensor Shield V2.0 Arduino low as processing architecture, in order to manage and monitor physiological parameters related to the prevention of …
View article: Routing and allocation of wavelengths in Elastic Optical Networks: a Survey
Routing and allocation of wavelengths in Elastic Optical Networks: a Survey Open
Objectives: The current technologies of wavelength routing and allocation of available for WDM networks are no longer applicable in Elastic Optical Networks (EON), since all their connections are allocated in a fixed manner, as provided fo…
View article: Livestock model innovation under the concept of smart cities
Livestock model innovation under the concept of smart cities Open
Objectives: In this paper, we propose a model of livestock innovation lab employs the concept of living in the context of smart cities, which will improve the productivity of livestock farms of Sucre - Colombia. Methodology: living lab con…
View article: Inventory Management Model for the Manufacture of Products in a Steel Company
Inventory Management Model for the Manufacture of Products in a Steel Company Open
Objectives: In the present work, the design of an Inventory Management Model is proposed, taking into account the Service Level, according to the criticality parameters in the scrap casting process in Steel Manufacturing. Methodology: The …
View article: Performance evaluation under an AFR scheme CSMA/CA for HomePlug AV supported in Bianchi�s Model
Performance evaluation under an AFR scheme CSMA/CA for HomePlug AV supported in Bianchi�s Model Open
Background/Objectives: HPAV uses a new retransmission model of lost packages called Aggregation with Fragment Retransmission (AFR), which utilizes CSMA/CA as a mechanism to accessing the media. The main purpose of this paper is to assess t…
View article: A Simulated Annealing-based optimization approach for minimizing the THD in asymmetric cascaded multilevel inverter
A Simulated Annealing-based optimization approach for minimizing the THD in asymmetric cascaded multilevel inverter Open
Objectives: This paper focuses on the reduction of harmonic content in the voltage output waveform of a 31 level asymmetric monophasic cascaded multilevel inverter using the Simulated Annealing Optimization (SAO) algorithm. Method: The SAO…
View article: Modelling for TDMA under an AFR scheme over HomePlug AV (HPAV)
Modelling for TDMA under an AFR scheme over HomePlug AV (HPAV) Open
Background/Objectives: HPAV uses Time Division Multiple Access (TDMA) for the voice and video package transmission, in order to offer properQoS levels. The main goal of this paper is to propose a model that allows assessing the performance…
View article: A Novel Smart Home Energy Management System: Architecture and Optimization Model
A Novel Smart Home Energy Management System: Architecture and Optimization Model Open
Objective: To optimize energy consumption in a home, through a new architecture that incorporates a Home Energy Management System (HEMS) and a decision algorithm that takes into account a mathematical model that includes different automate…