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Topic Review
Electricity Generation Forecasting and Transfer Learning
Accurate forecasting is one of the keys to the efficient use of the limited existing energy resources and plays an important role in sustainable development. The existing research related to power forecasting can be grouped into three categories: (1) statistical models, (2) deep learning models, and (3) hybrid models. Statistical approaches are often based on autoregressive linear regression models. Deep learning models are based on various types of neural networks that employ a fixed lookback window to produce forecasts. Hybrid models combine two or more methods to create a single forecast. 
  • 94
  • 08 Feb 2024
Topic Review
Economics of Hydrogen Generation
Hydrogen is known as the lightest and the most abundant element. It supplies energy to fuel the stars and the Sun. It is considered non-toxic, odorless, colorless, highly combustible, and unpolluted.
  • 115
  • 07 Feb 2024
Topic Review
Nature-Inspired Designs in Wind Energy: A Review
The field of wind energy stands at the forefront of sustainable and renewable energy solutions, playing a pivotal role in mitigating environmental concerns and addressing global energy demands. Biomimetics, drawing inspiration from biological systems, has long intrigued engineers and designers, tracing back to Leonardo da Vinci’s studies of bird flight and even earlier to myths like Daedalus and Icarus. Historical references, including King Solomon’s throne adorned with mechanical creatures and the Talmud’s tales of the Golem, illustrate this enduring fascination.
  • 158
  • 07 Feb 2024
Topic Review
Predicting Concrete Pavement Condition for Sustainable Management
There has been significant research on the efficient and systematic management of road pavements as the aging of road pavements is rapidly progressing around the world. The road pavement management tasks can be broadly classified into (1) survey, (2) analysis, and (3) decision-making tasks. 
  • 138
  • 07 Feb 2024
Topic Review
Society 5.0 Resources
Society 5.0 represents an evolution from the industrial focus of Industry 4.0, aiming for a harmonious balance between technological progress and human-centric values, consistent with the United Nations Sustainable Development Goals. In the endeavor to propel Society 5.0 forward, achieving a profound comprehension of its core resources takes center stage. These resources encompass a wide spectrum, ranging from the tangible and technological elements to the intangible facets deeply intertwined with human-centric considerations.
  • 151
  • 07 Feb 2024
Topic Review
Solar Hybrid Photovoltaic Thermal System
A Hybrid Photovoltaic Thermal (PVT) system is one of the most emerging and energy-efficient technologies in the area of solar energy engineering. Several cell technologies with spectrum analysis are discussed to understand the application’s ability and energy efficiency.
  • 268
  • 07 Feb 2024
Topic Review
Lightning Strike Damage Assessments of Composites
Lightning strike events pose significant challenges to the structural integrity and performance of composite materials, particularly in aerospace, wind turbine blade, and infrastructure applications. 
  • 175
  • 07 Feb 2024
Topic Review
Flight Operations on the Risk of Runway Excursions
The Quick Access Recorder (QAR), as an onboard device used for monitoring and recording flight parameters, has been extensively installed on various types of aircraft. Ensuring safety during the landing phase has always been a top priority for the civil aviation industry.
  • 130
  • 07 Feb 2024
Topic Review
Methodology of Transport Corridor Modeling Using Petri Nets
Current models for evaluating sustainable transport corridors often lack a comprehensive framework capturing the multifaceted performance measures vital for holistic assessment especially at the early stages of operation, when detailed information on the performance indicators of these transport corridors is not available. This gap motivates a Petri net-based modeling approach that integrates key sustainability indicators into a flexible simulation tool.
  • 215
  • 07 Feb 2024
Topic Review
Simulation Tools for Building Energy Management
Buildings consume significant energy worldwide and account for a substantial proportion of greenhouse gas emissions. Therefore, building energy management has become critical with the increasing demand for sustainable buildings and energy-efficient systems. Simulation tools have become crucial in assessing the effectiveness of buildings and their energy systems, and they are widely used in building energy management. These simulation tools can be categorized into white-box and black-box models based on the level of detail and transparency of the model’s inputs and outputs.
  • 238
  • 06 Feb 2024
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