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Energy Informatics
Scopus
ISSN 2520-8942 · SpringerOpen · 666 artikel di indeks
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Artikel Jurnal
Contrastive-learning-based wireless communication link quality assessment model for grids
Abstract The rapid advancement of smart grids necessitates robust dynamic assessment of wireless communication link quality, which faces dual challenges: complex electromagnetic interference (EMI) and the need for effective multi-source temporal data correlation modeling. Traditional methods…
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Artikel Jurnal
A hybrid SVMD-RIME-TCN-BiGRU model for wind power prediction
Abstract Accurate short-term wind power prediction (WPP) is critical for power system stability but remains challenging due to the inherent non-linearity and volatility of wind series. This study proposes a novel framework, SVMD-RIME-TCN-BiGRU, to address these challenges. First, the Maximal…
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Artikel Jurnal
Design and implementation of an interface architecture for automated IoT device testing platforms
Abstract This paper presents the design and validation of a modular interface architecture for automated testing of IoT devices. The proposed system integrates asynchronous communication, real-time environmental data visualization, and support for multiple network protocols such as MQTT and…
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Artikel Jurnal
A data-driven method for predicting short-term electricity demand using technical indicators
Abstract Electricity demand exhibits complex short-term behavioural and temporal dynamics that are increasingly important for operational planning in modern power systems, particularly in developing regions undergoing rapid renewable-energy expansion. This study introduces a data-driven framework…
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Artikel Jurnal
Double-layer decentralized framework for local energy trading in the smart energy distribution network
Abstract The integration of Renewable Energy Sources (RESs) into the electricity grid is essential for obtaining sustainable energy transition, improving energy security, and decreasing carbon footprint. RESs play a crucial role in modernizing the electricity network and facilitating the global…
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Artikel Jurnal
Feasibility of deploying solar power park using hybrid AHP-TOPSIS analysis: case study of Uttarakhand
Abstract The Government of Uttarakhand has undertaken significant initiatives to promote renewable energy development to meet growing demand while safeguarding the fragile Himalayan ecosystem. In this context, the present study evaluates the feasibility of deploying large-scale solar power parks in…
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Artikel Jurnal
Integrated green smart grids for high-speed rail transit systems
Abstract The integration of green technologies in smart grids is changing the concept of global energy systems. It is not only improving energy efficiency and reducing carbon footprints but also enhancing grid sustainability. They include integrated renewable energy resources (RES), such as wind…
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Artikel Jurnal
Harnessing AI in renewable energy systems: driving environmental and socio-economic transformation
Abstract The rapid expansion of renewable energy systems has intensified interest in Artificial Intelligence (AI) for improving forecasting, optimisation, and operational reliability. Yet despite growing technical advances, existing reviews focus narrowly on algorithmic performance and rarely…
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Artikel Jurnal
A method for short-term photovoltaic power prediction integrating long short-term memory network, differential transformer, and multi-objective escape algorithm
Abstract With the rapid development of renewable energy, photovoltaic power generation has become a key part of the global energy transition. Short-term photovoltaic prediction is critical for intra-day real-time power grid dispatching, and enhancing its accuracy is a key research focus. However…
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Artikel Jurnal
Design principles and experimental analysis of secure data exchange approaches for distributed cyber-physical sensors in electric grid systems
Abstract Critical infrastructure systems such as the electric grid are increasingly cyber-physical, where communication and control are tightly intertwined with the physics-based processes of power flow. To ensure safe and resilient operation of these cyber-physical systems, a variety of sensors…
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Artikel Jurnal
Optimal design of a photovoltaic–diesel–battery hybrid renewable energy system for sustainable off-grid electrification of a village in Ethiopia
Abstract Rural electrification in developing regions remains a major challenge due to the absence of grid infrastructure and high costs of energy distribution. This study presents the design, simulation, and optimization of a hybrid photovoltaic (PV)–diesel–battery system to supply reliable…
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Artikel Jurnal
A data-driven framework for estimating remaining driving range in cargo electric vehicles
Abstract The increasing shift to sustainable transportation has fueled growing interest in electric vehicles, including the key issue of estimating the remaining driving range with high precision. The study develops a data-driven approach to predict the cargo electric vehicle’s remaining driving…
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Artikel Jurnal
The drivers of energy efficiency in emerging economies: do financial inclusion, fintech and foreign direct investment matter?
Abstract The study examines the impact of financial inclusion, fintech and foreign direct investment (FDI) on energy efficiency during 2004–2022 for ten emerging economies which include Brazil, China, Russia, South Africa, India, Malaysia, Indonesia, Thailand, Mexico and Turkey. Fixed effect…
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Artikel Jurnal
Optimization of maximum power point tracking in a wind-solar hybrid power plant by neural networks for reducing total harmonic distortion (THD)
Abstract The economic viability of distributed energy resources (DERs) like wind turbines and photovoltaic (PV) units is hampered by their low conversion efficiencies and ineffective energy management. This research aims to improve Maximum Power Point Tracking (MPPT) in a hybrid wind-PV power…
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Artikel Jurnal
Protection challenges and emerging solutions in renewable-integrated microgrids: a critical review
Abstract This study presents a critical and structured review of protection challenges and emerging solutions in renewable-integrated microgrids. The proliferation of distributed energy resources (DERs) has introduced complex protection issues, including bidirectional power flow, low fault…
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Artikel Jurnal
A day-ahead and intraday scheduling method for polysilicon industrial parks with wind power integration based on flexible hydrogen production coupling
Abstract The increasing penetration of renewable energy introduces significant uncertainty to the operation of energy-intensive industries. To address this challenge, we propose a multi-timescale scheduling model for wind power integration in polysilicon industrial parks. The model consists of a…
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Artikel Jurnal
Selection of the connection node and power of battery energy storage system in distribution electric network
Abstract Due to the global increase in the share of renewable energy sources in the share of generation in distribution electric networks around the world, an acute problem of power fluctuations has arisen. Battery energy storage systems make it possible to smooth out peak loads, compensate for the…
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Artikel Jurnal
A power transformer residual life prediction model based on SSA-CEEMDAN-Transformer-BiGRU
Abstract Accurate prediction of the remaining useful life (RUL) of power transformers is critical for ensuring the safety, reliability, and intelligent operation of modern power systems. However, transformer operating data are typically nonlinear, nonstationary, and multi-source coupled, posing…
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Artikel Jurnal
nZEB beyond prediction in smart built environments: formalising engineering knowledge through modular explainable machine learning
Abstract This paper demonstrates how explainable machine learning (XAI) can be operationalised as a methodological pathway for formalising engineering knowledge from high-frequency building operational data. We propose a modular pipeline that combines feature engineering, ensemble and sequence…
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Artikel Jurnal
Equipment protection and anomaly warning method of intelligent substation based on homologous recording and multi-source data
Abstract In smart substations, equipment protection and abnormal warning are crucial to the safe and stable operation of the power grid. In existing research, traditional methods such as LSTM (Long Short-Term Memory Network) are time-consuming and require large computing resources, and SVM (Support…