Browsing by Author "Kampouropoulos, Konstantinos"
Now showing items 1-20 of 31
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A combined methodology of adaptive neuro-fuzzy inference system and genetic algorithm for short-term energy forecasting
(2014-02)
Article
Open AccessThis document presents an energy forecast methodology using Adaptive Neuro-Fuzzy Inference System (ANFIS) and Genetic Algorithms (GA). The GA has been used for the selection of the training inputs of the ANFIS in order to ... -
A methodology for energy prediction and optimization of a system based on the Energy Hub Concept using Particle Swarms
(2012)
Conference report
Open AccessIn this paper, a methodology for the energy prediction for the different consumptions of a system based in the Energy Hub concept is presented. The methodology that has been used for the energy prediction is based on an ... -
A novel methodology for determination of soiling on PV panels by means of grey box modelling
(2019)
Conference report
Restricted access - publisher's policyThis article presents a novel methodology for the determination of soiling appearance on photovoltaic panels by means of data analysis of their energy production and operating conditions. The proposed methodology is based ... -
Activity-aware HVAC power demand forecasting
(2018-07-01)
Article
Open AccessThe forecasting of the thermal power demand is essential to support the development of advanced strategies for the management of local resources on the consumer side, such as heating ventilation and air conditioning (HVAC) ... -
An energy prediction method using adaptive Neuro-Fuzzy Inference System and Genetic Algorithms
(2013)
Conference report
Restricted access - publisher's policyThis document presents an energy forecast methodology using Adaptive Neuro-Fuzzy Inference System (ANFIS) and Genetic Algorithms (GA). The GA has been used for the selection of the training inputs of the ANFIS in order to ... -
An optimal tracking power sharing controller for inverter-based generators in grid-connected mode
(2019)
Conference report
Restricted access - publisher's policyIn this work, an optimal power sharing controller for a three-phase Inverter-based Generator (IG) in a synchronous d-q reference frame is presented. The optimization of this controller is computed using a Linear-Quadratic ... -
Energy equipment sizing and operation optimisation for prosumer industrial SMEs – A lifetime approach
(2021-07-02)
Article
Restricted access - publisher's policyThe market is searching for solutions to reduce emissions in the energy sector by increasing the consumer efficiency and flexibility and integrating renewable sources. Prosumers are suited to this role and are increasingly ... -
Energy-Investment Decision-Making for Industry: Quantitative and Qualitative Risks Integrated Analysis
(Multidisciplinary Digital Publishing Institute (MDPI), 2021-06-21)
Article
Open AccessIndustrial SMEs may take the decision to invest in energy efficient equipment to reduce energy costs by replacing or upgrading their obsolete equipment or due to external socio-political and legislative pressures. When ... -
Estudio de microgrids con interfases de convertidores de DC/AC
(2011)
Conference report
Open AccessEste artículo presenta un estudio de Microgrids con interfases de convertidores DC/AC. El artículo muestra los modos de operación de las Microgrids, además implementa un modelo de pequeña señal para el modo de operación ... -
Evolutive ANFIS training for energy load profile forecast for an IEMS in an automated factory
(2011)
Conference report
Restricted access - publisher's policyIn this paper an evolutive algorithm is used to train an adaptative-network-based fuzzy inference system (ANFIS), particularly a genetic algorithm (GA). The GA is able to train the antecedent and consequent parameters of ... -
Future European energy markets and Industry 4.0 potential in energy transition towards decarbonization
(AEDERMACP (European Association for the Development of Renewable Energies and Power Quality), 2020)
Conference report
Open AccessClimate change, economic growth and fossil fuel price volatility are forcing governments and thus society to adopt economical and technical measures in the energy sector to reach sustainability. These actions can be seen ... -
IESD: Herramienta de optimización en rehabilitaciones energéticas de edificios no residenciales
(Grupo Tecma Red, 2017)
Conference lecture
Open AccessEl iESD es una herramienta software basada en una metodología novedosa que tiene por objetivo facilitar la toma de decisiones técnicas en la fase de pre diseño de rehabilitaciones energéticas en edificios no residenciales, ... -
Load forecasting in the user side using wavelet-ANFIS
(2012)
Conference report
Restricted access - publisher's policyAt present, the intelligent energy management systems (IEMS) are used to maximiz the relation between productivity and cost using a variety of energy sources. Tn this work, we present a meth ... -
Multi-objective optimization of an energy hub using artificial intelligence
(Universitat Politècnica de Catalunya, 2018-04-20)
Doctoral thesis
Open AccessThe present dissertation is focused on the energy optimization of systems which contain multiple energy carriers. The objective of the research is the development of a methodology and the corresponding software tools, which ... -
Multiobjective optimization of multi-carrier energy system using a combination of ANFIS and genetic algorithms
(Institute of Electrical and Electronics Engineers (IEEE), 2018-05-01)
Article
Open AccessThis paper presents a novel method for the energy optimization of multi-carrier energy systems. The presented method combines an adaptive neuro-fuzzy inference system, to model and forecast the power demand of a plant, and ... -
New mathematical model of an inverter-based generator for stability studies of microgrid Systems
(2013)
Conference report
Open AccessA new mathematical model of a renewable generator, with a DC-AC interface, based on the concept of electrostatic machine is presented. This new model has a direct relationship between the DC and AC side. Moreover, it can ... -
Novel architectural strategies to support an nZEB Mediterranean school
(Institute of Physics (IOP), 2019-09-01)
Article
Open AccessThe Educational Department of Catalan Government has designed a new public school located at the center of Catalonia, in the town of Solsona. For this new construction model, they have set a main goal to minimize the energy ... -
Novel architectural strategies to support an nZEB Mediterranean school
(2019)
Conference lecture
Open AccessThe Educational Department of Catalan Government has designed a new public school located at the center of Catalonia, in the town of Solsona. For this new construction model, they have set a main goal to minimize the energy ... -
Novel methodology for the optimization of the retrofitting
(Passive House Institute, 2018)
Conference report
Restricted access - publisher's policyThis paper aims to present a novel methodology that permits to determine the optimal retrofitting actions to be implemented in a given building of the tertiary sector, based on its architectonic characteristics (e.g. volume, ... -
Novel methodology towards a deep retrofit in Mediterranean schools of climatic zones: C2, D3, D2, E1
(Universidad de Cantabria, 2020)
Conference lecture
Restricted access - publisher's policyEn base a los trabajos realizados de este estudio, los cuales se describen en detalle a continuación, cabe destacar algunas conclusiones que están relacionadas con las estrategias pasivas: (1) la reducción de la demanda ...
