Buscar en RiuNet

Listar

Todo RiuNet

Mi cuenta

Acceder

Ayuda RiuNet

Admin. UPV

Listar por autor "Serrano Guerrero, Johnny Xavier"

Mostrando ítems 1-9 de 9

A new interval prediction methodology for short-term electric load forecasting based on pattern recognition

Serrano-Guerrero, Xavier; Briceño-León, Marco; Clairand, Jean-Michel; Escrivá-Escrivá, Guillermo (Elsevier, 2021-09-01)

[EN] Demand prediction has been playing an increasingly important role for electricity management, and is fundamental to the corresponding decision-making. Due to the high variability of the increasing electrical load, and ...
A Time-Series Treatment Method to Obtain Electrical Consumption Patterns for Anomalies Detection Improvement in Electrical Consumption Profiles

Serrano-Guerrero, Xavier; Escrivá-Escrivá, Guillermo; Luna-Romero, Santiago; Clairand, Jean-Michel (MDPI AG, 2020-03)

[EN] Electricity consumption patterns reveal energy demand behaviors and enable strategY implementation to increase efficiency using monitoring systems. However, incorrect patterns can be obtained when the time-series ...
Caracterización de la demanda de energía mediante patrones estocásticos en las Redes Eléctricas Inteligentes

Serrano Guerrero, Johnny Xavier (Universitat Politècnica de València, 2020-11-02)

[ES] La demanda de energía en todo el planeta continúa incrementándose de manera acele-rada. Por otro lado, la electrificación de diferentes sectores ha hecho que la demanda de electricidad crezca a una tasa aún mayor. Las ...
Electric Vehicles for Public Transportation in Power Systems: A Review of Methodologies

Clairand-Gómez, Jean-Michel; Guerra-Terán, Paulo; Serrano-Guerrero, Johnny Xavier; González-Rodríguez, Mario; Escrivá-Escrivá, Guillermo (MDPI AG, 2019-08-14)

[EN] The market for electric vehicles (EVs) has grown with each year, and EVs are considered to be a proper solution for the mitigation of urban pollution. So far, not much attention has been devoted to the use of EVs for ...
Forecasting Building Electric Consumption Patterns through Statistical Methods

Serrano-Guerrero, Xavier; Siavichay, Luis-Fernando; Clairand, Jean-Michel; Escrivá-Escrivá, Guillermo (Springer Nature, 2020-01-01)

[EN] The electricity sector presents new challenges in the operation and planning of power systems, such as the forecast of power demand. This paper proposes a comprehensive approach for evaluating statistical methods and ...
Forecasting Univariate Solar Irradiance using Machine learning models: A case study of two Andean Cities

Díaz-Bedoya, Daniel; González-Rodríguez, Mario; Clairand-Gómez, Jean-Michel; Serrano-Guerrero, Johnny Xavier; Escrivá-Escrivá, Guillermo (Elsevier, 2023-11-15)

[EN] The integration of solar energy into power systems is essential for the future sustainability of power systems, particularly for isolated systems, such as microgrids, where establishing a primary transmission network ...
Occasional Energy Reviews from an External Expert Help to Reduce Building Energy Consumption at a Reduced Cost

Escrivá-Escrivá, Guillermo; Roldán-Blay, Carlos; Carlos Roldán-Porta; Serrano-Guerrero, Johnny Xavier (MDPI AG, 2019-08-01)

[EN] Energy supply is becoming an important issue and electricity system reliability is sometimes difficult to ensure. Energy efficiency in buildings in use is a key element in the search for solutions to current energy ...
Statistical methodology to assess changes in the electrical consumption profile of buildings

Serrano-Guerrero, Johnny Xavier; Escrivá-Escrivá, Guillermo; Roldán-Blay, Carlos (Elsevier, 2018)

[EN] Many efforts have been made to define patterns, predict, and forecast energy use. However, changes in energy consumption may be studied in detail using various methodologies. This work presents a statistical methodology ...
Techno-Economic Assessment of Renewable Energy-based Microgrids in the Amazon Remote Communities in Ecuador

Clairand, Jean-Michel; Serrano-Guerrero, Xavier; González-Zumba, Andrés; Escrivá-Escrivá, Guillermo (John Wiley & Sons, 2022-02)

[EN] Several remote communities have limited electricity access and are mainly dependent on environmentally damaging fossil fuels. The installation of microgrid networks and green energy initiatives are currently addressing ...