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Electricity accounts for 25% of global greenhouse gas emissions. Reducing emissions related to electricity consumption requires accurate measurements readily available to consumers, regulators and investors. In this case study, we propose a…

Physics and Society · Physics 2019-06-11 Bo Tranberg , Olivier Corradi , Bruno Lajoie , Thomas Gibon , Iain Staffell , Gorm Bruun Andresen

Dynamic grid emission factors provide a temporally resolved signal about the carbon intensity of electricity generation in the power system. Since actual carbon dioxide emission measurements are usually lacking, such a signal must be…

Physics and Society · Physics 2022-01-04 Jan Frederick Unnewehr , Anke Weidlich , Leonhard Gfüllner , Mirko Schäfer

Accurate estimation of greenhouse gas (GHG) is essential to meet carbon neutrality targets, particularly through the calculation of direct CO2 emissions from electricity generation. This work reviews and compares emission factor-based…

Applications · Statistics 2025-05-01 Marina Bertolini , Pierdomenico Duttilo , Francesco Lisi

With the urgent need to implement the EU countries pledges and to monitor the effectiveness of Green Deal plan, Monitoring Reporting and Verification tools are needed to track how emissions are changing for all the sectors. Current official…

Carbon emissions are currently attributed to producers although a consumption-aware accounting is advocated. After constructing the Carbon Trade Network, we trace the flow of emissions over the past two decades. Our analysis reveals the…

Physics and Society · Physics 2024-12-24 Gianluca Guidi , Rossana Mastrandrea , Angelo Facchini , Tiziano Squartini , Christopher Kennedy

Price-based demand response (PBDR) has recently been attributed great economic but also environmental potential. However, the determination of its short-term effects on carbon emissions requires the knowledge of marginal emission factors…

Systems and Control · Electrical Eng. & Systems 2021-05-11 Markus Fleschutz , Markus Bohlayer , Marco Braun , Gregor Henze , Michael D. Murphy

To enhance decarbonization efforts in electric power systems, we propose a novel electricity market clearing model that internalizes the allocation of emissions from generations to loads and allows for consideration of consumer-side carbon…

Systems and Control · Electrical Eng. & Systems 2025-01-20 Wenqian Jiang , Line Roald

The emergence of distributed generation and the electrification of demand have opened the possibility for prosumers to participate in electricity markets, receiving economic benefits on their bills and contributing to the reduction of…

This paper assesses the effects of greenhouse gas emissions drivers in EU-27 over the period 2010-2019, using a Panel EGLS model with period fixed effects. In particular, we focused our research on studying the effects of GDP, renewable…

Econometrics · Economics 2022-05-03 I. Jianu , S. M. Jeloaica , M. D. Tudorache

This study provides a comprehensive time series analysis of daily industry-specific, country-wise CO$_2$ emissions from January 2019 to February 2023. The research focuses on the Power, Industry, Ground Transport, Domestic Aviation, and…

Machine Learning · Computer Science 2023-07-28 Suchetana Sadhukhan , Vivek Kumar Yadav

We constructed a frequently updated, near-real-time global power generation dataset: Carbon Monitor-Power since January, 2016 at national levels with near-global coverage and hourly-to-daily time resolution. The data presented here are…

Data Analysis, Statistics and Probability · Physics 2022-09-14 Biqing Zhu , Xuanren Song , Zhu Deng , Wenli Zhao , Da Huo , Taochun Sun , Piyu Ke , Duo Cui , Chenxi Lu , Haiwang Zhong , Chaopeng Hong , Jian Qiu , Steven J. Davis , Pierre Gentine , Philippe Ciais , Zhu Liu

The European Union (EU) aims to reach carbon neutrality by 2050. This requires capturing CO2, eventually transporting it to different regions, and either converting it into valuable products or sequestering it underground. Although the…

Physics and Society · Physics 2025-04-23 Ricardo Fernandes , Martin Greiner , Marta Victoria

The world is facing major challenges related to global warming and emissions of greenhouse gases is a major causing factor. In 2017, energy industries accounted for 46% of all CO2 emissions globally, which shows a large potential for…

Applications · Statistics 2021-10-20 Neeraj Bokde , Bo Tranberg , Gorm Bruun Andresen

Carbon prices are one of the most prominent methods to reduce global greenhouse gas emissions and have been adopted by several countries around the world. However, regionally different carbon prices can lead to carbon leakage. We…

Physics and Society · Physics 2022-02-15 Markus Schlott , Fabian Hofmann , Changlong Wang , R. O. Gomes , Alexander Kies

The European Union Emissions Trading System (EU ETS), the world's first and largest cap-and-trade carbon market, is a cornerstone of EU climate policy. This study provides a comprehensive empirical analysis of the EU carbon market's…

Applications · Statistics 2026-04-21 Avirup Chakraborty

Putting a price on carbon -- with taxes or developing carbon markets -- is a widely used policy measure to achieve the target of net-zero emissions by 2050. This paper tackles the issue of producing point, direction-of-change, and density…

Econometrics · Economics 2024-02-21 Andrea Bastianin , Elisabetta Mirto , Yan Qin , Luca Rossini

We provide ex-post empirical analysis of the effects of climate policies on carbon dioxide emissions at the aggregate national level. Our results are based on a comprehensive database of 121 countries. As climate policies we examine carbon…

General Economics · Economics 2026-01-14 Emanuel Kohlscheen , Richhild Moessner , Elod Takats

The application of the flow tracing method to power flows in and out of storage units allows to analyse the usage of this technology option in large-scale interconnected electricity systems. We apply this method to a data-driven model of…

Physics and Society · Physics 2018-10-26 Bo Tranberg , Mirko Schäfer , Tom Brown , Jonas Hörsch , Martin Greiner

Efforts to reduce climate change, but also falling prices and significant technology developments currently drive an increased weather-dependent electricity production from renewable electricity sources. In light of the changing climate, it…

Signal Processing · Electrical Eng. & Systems 2019-06-10 Smail Kozarcanin , Hailiang Liu , Gorm Bruun Andresen

Global warming is caused by increasing concentrations of greenhouse gases, particularly carbon dioxide (CO2). A metric used to quantify the change in CO2 emissions is the marginal emission factor, defined as the marginal change in CO2…

Econometrics · Economics 2024-12-24 Souhir Ben Amor , Smaranda Sgarciu , Taimyra BatzLineiro , Felix Muesgens
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