A Survey of Machine Learning Models in Renewable Energy Predictions

Lai, Jung Pin; Chang, Yu-Ming; Chen, Chieh Huang; Pai, Ping-Feng

doi:10.3390/app10175975

Cited by 134 publications

(60 citation statements)

References 147 publications

(201 reference statements)

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“…This implies an excessive volume of data whose analysis in due time is not viable, unless an excessive number of people is hired exclusively for this job. This analysis helps to detect several problems and critical cases that require special attention from the team in charge, such as energy meters malfunction, inconsistent measurements, suspicion of fraud, rising rates of consumption without changes in the terms of the contract, among other possible adversities [11][12][13][14][15].…”

Section: Methodology Based On Artificial Intelligencementioning

confidence: 99%

Robotic Process Automation Extended with Artificial Intelligence Techniques in Power Distribution Utilities

Pedretti

Santini

Scolimoski

et al. 2021

Braz. arch. biol. technol.

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Section: Methodology Based On Artificial Intelligencementioning

confidence: 99%

Robotic Process Automation Extended with Artificial Intelligence Techniques in Power Distribution Utilities

Pedretti

Santini

Scolimoski

et al. 2021

Braz. arch. biol. technol.

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“…In addition, various emerging software packages such as EnergyPlus [100], TRYSYS [101] and eQuest [102] can be used for building simulations and building energy calculations. Several researchers have made substantial contributions to the introduction of new approaches [103][104][105][106][107]. For example, Amasyali et al [108] examined the existing data-driven techniques.…”

Section: New Techniques and Emerging Trends Towards Sustainabilitymentioning

confidence: 99%

Zero-Energy Buildings and Energy Efficiency towards Sustainability: A Bibliometric Review and a Case Study

et al. 2022

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The rapid growth of sustainability has created a plethora of options for expanding zero-energy buildings (ZEBs) and energy efficiency in all aspects of life. In recent years, there has been a rise in interest in ZEBs, and many countries have adopted ZEBs as future energy targets to promote the sustainable development paradigm. The primary goal of this paper was to conduct a bibliometric review of current research on ZEBs and energy efficiency. The first part of this paper identifies new knowledge gaps as well as practical demands in the field of sustainable development. Furthermore, bibliometric analysis was performed using the Scopus database (i.e., 2592 articles) and a screening process was undertaken, with the result being 252 papers. This study draws attention to a body of knowledge by reviewing trends and patterns, major research topics, journals, countries, new approaches, emerging trends, and future directions for sustainable development. This study is unique in that it provides a comprehensive, updated review of ZEBs and energy efficiency trends. Moreover, this study could help identify limitations for future policymakers, practitioners, and academics. The empirical section of this paper, through a case study, presents an example of a low-energy single-family building located in Poland.

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“…Renewable energy plays an important role in reducing the effects of climate change and global warming. Accurate research of renewable energy power is crucial in the completion of the 2030 Agenda [25].…”

Section: Upgrades Through Additionsmentioning

confidence: 99%

How the Implementation of BREEAM in Hotels Could Help to Achieve the SDGs

et al. 2021

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The 2030 Agenda for Sustainable Development and its 17 Sustainable Development Goals (SDGs) was approved in 2015 by the United Nations. It is a call of action to protect our planet, end poverty and improve the lives and prospects of all. Sustainable development has been fundamental in the tourism and construction sectors in the past few decades. Nowadays, developing countries are leaders in green engineering procedures, and progressively, hotels are including sustainable standards in their designs, architecture and management. In places where tourism is the main contributor to the Gross Domestic Product, the incorporation of energy certifications is crucial. In this context, this article explores the positive implications of the application of the Building Research Establishment Environmental Assessment Method (BREEAM) on hotels in relation to the achievement of SDGs. The study analyses the influence of BREEAM on hotel design using six case studies and examines the sustainable modifications incorporated. Qualitative data were obtained through in-depth interviews and by the analysis of the documentation provided. The results revealed that a BREEAM approach in the initial stage of a project will optimize the sustainability of the hotel and can help with the achievement of several of the SDGs.

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A Survey of Machine Learning Models in Renewable Energy Predictions

Cited by 134 publications

References 147 publications

Robotic Process Automation Extended with Artificial Intelligence Techniques in Power Distribution Utilities

Robotic Process Automation Extended with Artificial Intelligence Techniques in Power Distribution Utilities

Zero-Energy Buildings and Energy Efficiency towards Sustainability: A Bibliometric Review and a Case Study

How the Implementation of BREEAM in Hotels Could Help to Achieve the SDGs

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