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Urban areas consist of a mix of households and services, such as offices, shops, schools, etc. Yet most urban energy models only consider household load profiles, omitting the service sector. Realistic assessment of the potential for…

Optimization and Control · Mathematics 2017-09-29 Nina Voulis , Martijn Warnier , Frances M. T. Brazier

Global climate challenge is demanding urgent actions for decarbonization, while electric power systems take the major roles in clean energy transition. Due to the existence of spatially and temporally dispersed renewable energy resources…

Systems and Control · Electrical Eng. & Systems 2024-08-13 Xuan He , Danny H. K. Tsang , Yize Chen

Accurately quantifying terrestrial carbon exchange is essential for climate policy and carbon accounting, yet models must generalize to ecosystems underrepresented in sparse eddy covariance observations. Despite this challenge being a…

Machine Learning · Computer Science 2026-03-11 Aleksei Rozanov , Arvind Renganathan , Yimeng Zhang , Vipin Kumar

The decarbonization of energy systems worldwide requires a transformation of their design and operation across all sectors, that is, the residential and commercial, industrial, and transportation sectors. Energy system models are frequently…

Optimization and Control · Mathematics 2023-11-13 Theresa Groß , Kevin Knosala , Maximilian Hoffmann , Noah Pflugradt , Detlef Stolten

Despite various efforts, decarbonizing the heating sector remains a significant challenge. To tackle it by smart planning, the availability of highly resolved heating demand data is key. Several existing models provide heating demand only…

Systems and Control · Electrical Eng. & Systems 2025-05-12 Simon Malacek , José Portela , Yannick Marcus Werner , Sonja Wogrin

Accounting for more than 40% of global energy consumption, residential and commercial buildings will be key players in any future green energy systems. To fully exploit their potential while ensuring occupant comfort, a robust control…

Systems and Control · Electrical Eng. & Systems 2021-04-07 Jicheng Shi , Yingzhao Lian , Colin N. Jones

Global energy sector decarbonization efforts are contingent on technology choices for energy production and end-use in emerging markets such as India, where air conditioning is expected to be a major driver for electricity demand growth.…

Physics and Society · Physics 2022-03-24 Marc Barbar , Dharik S. Mallapragada , Robert Stoner

Climate change has become a major problem for humanity in the last two decades. One of the reasons that caused it, is our daily energy waste. People consume electricity in order to use home/work appliances and devices and also reach certain…

Computers and Society · Computer Science 2022-06-08 Stavros Mischos , Eleanna Dalagdi , Dimitris Vrakas

Industrial sectors such as urban centers, chemical companies, manufacturing facilities, and microgrids are actively exploring strategies to help reduce their carbon footprint. For instance, university campuses are complex urban districts…

Optimization and Control · Mathematics 2024-01-19 Blake Lopez , Jiaze Ma , Victor M. Zavala

In this paper, we focus on a critical component of the city: its building stock, which holds much of its socio-economic activities. In our case, the lack of a comprehensive database about their features and its limitation to a surveyed…

Physics and Society · Physics 2021-06-09 Alaa Krayem , Aram Yeretzian , Ghaleb Faour , Sara Najem

Greenhouse gas, produced from various industries such as Power, Manufacturing, Transport, Chemical, or Agriculture, is the major source of global warming. While the transport industry is among the top three major contributors, accounting…

Multiagent Systems · Computer Science 2022-06-01 J. Bukhari , A. G. Somanagoudar , L. Hou , O. Herrera , W. Merida

Cloud computing has become the de facto paradigm for delivering software to system users, with organizations and enterprises of all sizes making use of cloud services in some way. On the surface, adopting the cloud appears to be a very…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-05-19 Richard Westerhof , Richard Atherton , Vasilios Andrikopoulos

The goal of climate change governance is to stabilize greenhouse gas concentrations. This requires the reduction of anthropogenic global net emissions. In the pursuit of such a reduction, knowledge of greenhouse gas sources and sinks is…

Physics and Society · Physics 2016-07-11 Sébastien Philippe

The increasing occurrence of natural hazards such as wildfires and drought, along with urban expansion and land consumption, causes increasing levels of fire risk to populations and human settlements. Moreover, increasing geopolitical…

Sustainable supply chain management is a key objective of Industry 5.0, leveraging technologies like real-time data analytics, connectivity, and intelligent automation. At the same time, composite materials present benefits such as…

Optimization and Control · Mathematics 2024-02-12 Md Rabiul Hasan , Muztoba Ahmed Khan , Thorsten Wuest

Blockchain, pivotal in shaping the metaverse and Web3, often draws criticism for high energy consumption and carbon emission. The rise of sustainability-focused blockchains, especially when intersecting with innovative wireless…

Computers and Society · Computer Science 2023-08-07 Chenyu Zhou , Hongzhou Chen , Shiman Wang , Xinyao Sun , Abdulmotaleb El Saddik , Wei Cai

Integrated global food system analysis is hampered by the fragmentation of data among food types, processes, and scales. Studies also often neglect the connection to human metabolism -- the ultimate driver of food demand. Here we use a…

Physics and Society · Physics 2025-08-05 Maxwell Kaye , Graham K. MacDonald , Eric Galbraith

The assessment of adequacy and security of the energy system requires the detailed knowledge of physical and operational characteristics. In contrast, studies concerning energy transitions employ stylized models that oftentimes ignore the…

Systems and Control · Electrical Eng. & Systems 2019-08-28 Andrea Antenucci , Pedro Crespo del Granado , Blazhe Gjorgiev , Giovanni Sansavini

Urban areas consume over two-thirds of the world's energy and account for more than 70 percent of global CO2 emissions. As stated in IPCC's Global Warming of 1.5C report, achieving carbon neutrality by 2050 requires a clear understanding of…

Computer Vision and Pattern Recognition · Computer Science 2021-11-22 Aatif Jiwani , Shubhrakanti Ganguly , Chao Ding , Nan Zhou , David M. Chan