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Solar Radiation Prediction Using Decision Tree and Random Forest Models in Open-Source Software
Published 2025-01-01“…The present research focuses on solar radiation prediction, which is important for energy production in thermal and solar systems. For this purpose, open-source software (Python) and a methodology involving the creation, implementation, and testing of specific machine learning models random forest (RF) and decision tree (DT) were used. …”
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Adaptive Control of a Hybrid Microgrid With Energy Storage System
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Effect of degassing on scaling in hypersaline system: Tuzla geothermal field, Turkey
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Analytical, Dynamic, and Interactive Platform for Generation and Managing Predictive Models Focused on Energy Sector
Published 2022-01-01“…In this investigation, components related to the generation of electrical energy in this area are identified and a centralized system is proposed, with information segmentation, management of 3 user profiles, 6 KPIs, 5 configurable parameters, 7 different forecast models using statistical techniques, support vector machines, and automatic and deep learning, with 2 ways of visualization, to carry out analyses at 3 different time horizons. …”
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Aerodynamic energy consumption analysis of divided evacuated tube transportation system
Published 2025-12-01“…To address this, the paper put forward a Divided Evacuated Tube Transportation (D-ETT) system to seamlessly connect open-line and tube operation of HST then the regulations of aerodynamic energy consumption were studied. …”
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Implications of Large-Scale PV Integration on Grid Operation, Costs, and Emissions: Challenges and Proposed Solutions
Published 2024-12-01“…This study examines integrating large-scale photovoltaic (PV) systems into the power grid to achieve a 30% PV share, addressing operational and economic challenges such as backup generation, storage, and grid stability. …”
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SIMULATION OF QUASI-STATIONARY OPERATIONAL CONDITIONS OF INDUCTION GENERATOR OF WIND- ENERGY SYSTEM INSTALLATION
Published 2003-06-01“…Computer programmes based on mathematical models of wind motor, induction generator, step-up transformers, cable and open-air electric power lines have been elaborated with the purpose to investigate quasi-stationary operational conditions of the wind- energy installation. …”
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Model Predictive Control in Multilevel Inverters Part II: Renewable Energies and Grid Applications
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Exergy, Energy, and Dynamic Parameter Analysis of Indigenously Developed Low-Concentration Photovoltaic System
Published 2013-01-01“…Piecewise linear parabolic trough collector (PLPTC) is designed and developed to concentrate solar radiation on monocrystalline silicon based photovoltaic module. A theoretical model is used to perform electrical energy and exergy analysis of low-concentration photovoltaic (LCPV) system working under actual test conditions (ATC). …”
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MODELING OF POWER SYSTEMS AND TESTING OF RELAY PROTECTION DEVICES IN REAL AND MODEL TIME
Published 2017-05-01“…The methods of modelling of power system modes and of testing of relay protection devices with the aid the simulation complexes in real time and with the help of computer software systems that enables the simulation of virtual time scale are considered. …”
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Exact solution of a quantum integrable system associated with the G2 exceptional Lie algebra
Published 2025-01-01“…These identities allow us to derive the exact energy spectrum and Bethe ansatz equations of the system based on polynomial analysis. …”
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Electro-mechanical coupled design of self-powered sensing systems and performances comparison through experiments
Published 2012-12-01“…Dedicated devices for harvesting the energy dissipated by mechanical vibrations of machines are showing their applicability in supplying autonomous distributed sensing systems. …”
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Model-Based Detection of Coordinated Attacks (DCA) in Distribution Systems
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Optimizing Energy Efficiency in UPA-Assisted SWIPT Massive MIMO Systems Over Rician Fading Channels
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Extremal jumps of circuit complexity of unitary evolutions generated by random Hamiltonians
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Integrative analysis of the Aachen geothermal system (Germany) with an interdisciplinary conceptual model
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