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ISSN (online): 2071-1050
Journal Sheet: Sustainability

Call of the Journal:


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- A European Perspective on Cultural Heritage as a Driver for Sustainable Development and Regional Resilience

- Agricultural Innovation and Sustainable Development

- Applications of Artificial Intelligence in New Energy Technology Systems

- Approaches to the Non-conflictual Use of Resources

- Artificial Intelligence (AI) and Sustainable Development Goals (SDGs) | Exploring the Impact of AI on Politics and Society

- Autonomous Vehicles | Future of Transportation Sustainability

- Belt & Road Initiative in Times of ‘Synchronized Downturn’ | Issues, Challenges, Opportunities

- BIM-Based Life Cycle Sustainability Assessment for Buildings

- Biochar and Greenhouse Gas Emissions during Livestock Bio-Waste Composting

- Bringing Governance Back Home | Lessons for Local Government regarding Rapid Climate Action

- Carbon Neutrality and Sustainability

- Challenges and Opportunities for a Sustainable Tourism Sector

- Circular Economy | A Move towards Economical Viable Sustainability

- Circular Economy Evaluation | Towards a Transparent and Traceable Approach under a Life Cycle Perspective

- Climate Adaptation and Mitigation through Sustainable Energy Solutions

- Considering Irreversibility in Transport Infrastructure Planning

- Construction 4.0 | The Next Revolution in the Construction Industry

- Corporate Sustainability and Sustainable Management in Changing Environments

- Covid-19 and Urban Inequalities | Spatial and Digital Dimensions

- Designing and Implementing Innovative Business Models and Supply Chains | The Digitalization and Sustainability Imperative

- Digital Economy, E-commerce, and Sustainability

- Eco-Didactic Art, Design, and Architecture in the Public Realm

- Economy and Sustainability of Natural Resources

- Educational Spaces and Sustainability

- Effects of Climate Change on Sustainable Agriculture

- Efficient and Non-polluting Biomass and Wastes Thermal Gasification

- Emerging Research on Socio-Technological Sustainability Transitions

- Energy System Sustainability

- Environmental Impacts under Sustainable Conservation Management

- Environmental Management Approaches and Tools to Boost Circular Economy

- Environmental Migration and Displacement-Migration Aspirations in Response to Environmental Changes

- Exploring and Analyzing Links between the Covid-19 Pandemic and Globalization | Levers for Sustainability Transitions?

- Farming System Design and Assessment for Sustainable Agroecological Transition

- Geological Heritage and Biodiversity in Natural and Cultural Landscapes

- Governance of Technology in Smart Cities

- Green Building Technologies II

- High Precision Positioning for Intelligent Transportation System

- Household Food Waste | From an International Perspective

- Hydrological Responses by Climate Change and Human Activities

- IEIE Buildings (Integration of Energy and Indoor Envirornent)

- Influence of Hydrometeorological Hazards on Regional Sustainable Development in Vulnerable Mountain Areas

- Infotainment Systems and Intelligent Vehicles

- Innovations towards Greener and Smarter Mobility for Sustainable Development

- Innovative and Sustainable Technology in Carbon Emission Reduction

- Innovative Food Science and Sustainable Process Management

- Integration of BIM and ICT for Sustainable Building Projects

- Karst and Environmental Sustainability

- Low CO2 Concrete

- Machine Learning for Sustainable Energy

- Maladaptation to Climate Change

- Management and Innovation for Environmental Sustainability

- Management Approaches to Improve Sustainability in Urban Systems

- Mediatization of Social Sustainability | Paradigm of Explicitation and Understanding of the Environment, Society and the Economy

- Modelling and Mapping of Soil

- Natural and Technological Hazards in Urban Areas | Assessment, Planning and Solutions

- Nature-Based Tourism, Protected Areas, and Sustainability

- New Environmental, Economic and Social Challenges for Raw Materials Supply | Sustainable Mining and Extractive Waste Exploitation

- New Evidences of Indoor Thermal Comfort in Residential and Tertiary Buildings | Design and Evaluation Methods

- Organic and Perovskite Photovoltaics | New Materials, New Processes and Stability

- Planning and Design Interventions for Improving the Well-Being of Vulnerable Groups

- Port Governance

- Public Health Related to Climate Change

- Public Transport Accessibility and Sustainability

- Recycling and Sustainability of Plastics

- Regenerative Buildings and Beyond | Scale Jumping Sustainable and Net-Zero Designs to Regenerative Neighbourhoods, Districts, Communities, and Cities

- Renewable Energies for Sustainable Development

- Rural Development | Challenges for Managers and Policy Makers

- Scientific Theory and Methodologies toward a Sustainable Future under Post-Covid-19 Transition Movement

- Sheltering and Housing Displaced Populations

- Smart City Innovation and Resilience in the Era of Artificial Intelligence

- Soil Stabilization in Sustainability

- Sustainability and Agricultural Economics

- Sustainability at the Nexus between Climate Change and Land Use Change

- Sustainability in Water and Wastewater Treatment Technologies

- Sustainable and Safe Two-Wheel Mobility

- Sustainable Building and Sustainable Indoor Environment

- Sustainable Cities | Challenges and Potential Solutions

- Sustainable Construction Engineering and Management

- Sustainable Cropping Practices to Counteract Environmental Stresses

- Sustainable Development and Practices | Production, Consumption and Prosumption

- Sustainable Development of Energy, Water and Environment Systems (SDEWES)

- Sustainable Enterprise Excellence and Innovation

- Sustainable Entrepreneurship, Firm Performance and Innovation

- Sustainable Geotechnics | Theory, Practice, and Applications

- Sustainable Innovation Trends and Global Value Chains in Emerging Markets

- Sustainable Intelligent Manufacturing and Logistics Systems

- Sustainable Railway Systems | Innovation and Optimization

- Sustainable Transportation Management, Governance and Public Policy

- Sustainable Transportation Planning and Policy

- Sustainable Zero Energy Buildings

- Systems Engineering for Sustainable Development Goals

- The Human Side of Sustainable Innovations

- The Value Generation of Social Farming

- Towards a Sustainable Urban Planning for the Green Deal Era

- Urban Microclimate and Air Quality as Drivers of Urban Design

- Urban Renewal, Governance and Sustainable Development | More of the Same or New Paths?

- Urban Sprawl and Sustainability II

- Urban Sustainability | Community-Scale Climate Adaptation

- Urban Sustainability | Re-envisioning Cities to Lead the Way toward to Circular Economy

- Urbanization and Road Safety Management

- Water-Food-Energy Nexus for Sustainable Development

- World Cities in the Era of Globalization

Year of the Pubblication: 2021
01
Jan
2021
Paper Submission Deadline
01
Feb
2021
Publishing Date

Add to Calendar 01/01/2021 08:00 Europe/Rome Machine Learning for Sustainable Energy

This Special Issue covers selected topics on the combination of machine learning with research on sustainable energy. Energy systems are transforming worldwide to mitigate carbon emissions and global warming. Machine learning, which is an ideal companion to renewable energy, can facilitate the process of energy sector transformation. Because the major sources of renewable energy, wind and solar, are in their very nature, variable, it is a challenging task for a modern society to depend on these sources. Therefore, there is a growing need for novel concepts enabling their efficient and reliable integration into energy systems. Machine learning can help in various ways by providing accurate predictions of future generation and demand, using optimal control to increase the utilization of renewable energy sources, or monitoring the state of the system. We invite all colleagues to submit an original manuscript with novel research results on this general topic, including, but not limited to, applications of machine learning related to energy system analysis; renewable energy and renewable energy systems; the energy transition; weather data modeling; forecasting of relevant quantities, such as generation, demand, or electricity prices; demand-side management; peer-to-peer energy trading; use of big data in energy research; and other issues relevant to sustainable energy.
Keywords: sustainable energy; machine learning; energy system analysis; future energy scenario; large-scale optimisation; energy informatics; energy transition; environmental sustainability; smart energy markets; artificial intelligence; big data.

Switzerland
CALL FOR PAPERS
Code: CFP-S112-SI60_2021
Posting date: 04/11/2020

Machine Learning for Sustainable Energy


Aims and Scope

This Special Issue covers selected topics on the combination of machine learning with research on sustainable energy. Energy systems are transforming worldwide to mitigate carbon emissions and global warming. Machine learning, which is an ideal companion to renewable energy, can facilitate the process of energy sector transformation. Because the major sources of renewable energy, wind and solar, are in their very nature, variable, it is a challenging task for a modern society to depend on these sources. Therefore, there is a growing need for novel concepts enabling their efficient and reliable integration into energy systems. Machine learning can help in various ways by providing accurate predictions of future generation and demand, using optimal control to increase the utilization of renewable energy sources, or monitoring the state of the system. We invite all colleagues to submit an original manuscript with novel research results on this general topic, including, but not limited to, applications of machine learning related to energy system analysis; renewable energy and renewable energy systems; the energy transition; weather data modeling; forecasting of relevant quantities, such as generation, demand, or electricity prices; demand-side management; peer-to-peer energy trading; use of big data in energy research; and other issues relevant to sustainable energy.
Keywords: sustainable energy; machine learning; energy system analysis; future energy scenario; large-scale optimisation; energy informatics; energy transition; environmental sustainability; smart energy markets; artificial intelligence; big data.

Languages
English
Country
Switzerland
Topics
Artificial Intelligence, Big Data, Data Analysis Processes, Data Management, Data Sensing and Analysis, Enabling Technologies, Energy Transition, Environmental Sustainability, Future Developments, Human-computer Interface, ICT, Industry 4.0, Internet of Things (IoT), Machine Learning, Smart Grids, Smart Systems, Sustainability, Sustainable Energy
Review process
The Journal adopts double-blind peer review process
Indexed By

AGORA (FAO), AGRIS-Agricultural Sciences and Technology (FAO), Animal Science Datbase (CABI), CAB Abstracts (CABI), Chemical Abstracts (ACS), Current Contents Sciences (Clarivate Analytics), DOAJ, EconPapers (RePEc), FSTA-Food Science and Technology Abstracts (FIS), Genamics Journal Seek, GeoBase (Elsevier), Global Health (CABI), HINARI (WHO), IDEAS (RePEc), Inspec (IET), Journal Citation Reports/Science Edition (Clarivate Analytics), Journal Citation Reports/Social Science Edition (Clarivate Analytics), Norwegian Register for Scientific Journals, Series and Publishers (NSD), RePEC, Review of Agricultural Entomology (CABI), Science Citation Index Expanded-Web of Science (Clarivate Analytics), Scopus (Elsevier), Social Science Citation Index-Web of Science (Clarivate Analytics), Web of Science (Clarivate Analytics), CLOCKSS (Digital Archive), e-Helvetica (Swiss National Library Digital Archive), Academic OneFile (Gale/Cengage Learning), EBSCOhost (EBSCO Publishing), Google Scholar, J-Gate (Informatics India), ProQuest Central (ProQuest), Science in ContexT (Gale/Cengage Learning), WorldCat (OCLC).

APC

Info at: www.mdpi.com/journal/sustainability/apc

Submit by website
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Additional Notice from the Editor

Guest Editors
Prof. Dr. Horst Stoecker
Dr. Jakub Jurasz
Dr. Kai Zhou
Dr. Nishtha Srivastava
Dr. Alexander Kies