Content

This company produces several types of coils, steel plates, and iron plates. The information on electricity consumption is held in a cloud-based system. The information on energy consumption of the industry is stored on the website of the Korea Electric Power Corporation (pccs.kepco.go.kr), and the perspectives on daily, monthly, and annual data are calculated and shown.

Attribute Information:

Date Continuous-time data taken on the first of the month Usage_kWh Industry Energy Consumption Continuous kWh Lagging Current reactive power Continuous kVarh Leading Current reactive power Continuous kVarh CO2 Continuous ppm NSM Number of Seconds from midnight Continuous S Week status Categorical (Weekend (0) or a Weekday(1)) Day of week Categorical Sunday, Monday : Saturday Load Type Categorical Light Load, Medium Load, Maximum Load

Acknowledgements

This dataset is sourced from the UCI Machine Learning Repository Relevant Papers:

1. Sathishkumar V E, Changsun Shin, Youngyun Cho, “Efficient energy consumption prediction model for a data analytic-enabled industry building in a smart city†, Building Research & Information, Vol. 49. no. 1, pp. 127-143, 2021.
2. Sathishkumar V E, Myeongbae Lee, Jonghyun Lim, Yubin Kim, Changsun Shin, Jangwoo Park, Yongyun Cho, “An Energy Consumption Prediction Model for Smart Factory using Data Mining Algorithms†KIPS Transactions on Software and Data Engineering, Vol. 9, no. 5, pp. 153-160, 2020. Transactions on Software and Data Engineering, Vol. 9, no. 5, pp. 153-160, 2020.
3. Sathishkumar V E, Jonghyun Lim, Myeongbae Lee, Yongyun Cho, Jangwoo Park, Changsun Shin, and Yongyun Cho, “Industry Energy Consumption Prediction Using Data Mining Techniques†, International Journal of Energy Information and Communications, Vol. 11, no. 1, pp. 7-14, 2020.

Inspiration

Which times of the year is the most energy consumed? What patterns can we identify in energy usage?

The global industrial sector uses more natural gas than any other type of fuel, consuming nearly 64 quadrillion British thermal units in 2022. The use of renewables is expected to almost double between 2022 and 2050, as the levelized cost for renewable energy technologies, such as wind and solar power, decreases. Global energy consumption outlook Global consumption of energy for industrial purposes is predicted to reach over 336 quadrillion British thermal units in 2050. Rising demand follows a trend of rising projected global energy consumption across all sectors until at least 2045. Despite the relative increase in renewable energy, it is expected that the overall demand for fossil fuels will continue growing. Gas will dominate the global industrial energy consumption over the next few decades. U.S. energy use by sector Since the 1970s, the industrial sector has been the largest consumer of energy in the United States. Transportation and commercial consumption have recorded the largest increase over the past 50 years, with consumption by the commercial sector nearly doubling since 1975. Primary energy consumption from fossil fuel sources in the U.S. is highest in the transportation sector.

Final energy consumption by sector (industry, transport, commercial & public services, households). Expressed in thousand tonnes of oil equivalent. Excludes (1) consumption of the energy sector itself and losses occurring during transformation and distribution of energy, (2) all non-energy use of energy carriers (e.g. natural gas used for producing chemicals, oil based lubricants, bitumen used for road surface), (3) quantities delivered to international aviation and international marine bunkers.

The UK's energy use by industry (SIC 2007 group - around 130 categories), source (for example, industrial and domestic combustion, aircraft, road transport and so on - around 80 categories) and fuel (for example, anthracite, peat, natural gas and so on - around 20 categories), 1990 to 2023.

The UK's direct use of energy from fossil fuels and other sources (nuclear, net imports, renewables, biofuels and waste and reallocated use of energy by industry (SIC 2007 section - 21 categories), 1990 to 2023.

📝 Description

The Global Energy Consumption Dataset provides comprehensive insights into energy usage across different countries and sectors over the past two decades. The dataset aims to help researchers, data analysts, and policymakers understand consumption patterns, identify high-consumption regions, and analyze the impact of renewable energy adoption and carbon emissions.

This dataset allows you to:

Visualize global energy trends. Predict future consumption patterns. Analyze the impact of renewable energy and fossil fuels. Correlate energy usage with economic growth and carbon emissions. Build machine learning models for energy price forecasting and efficiency analysis.

Global Energy Consumption in Industry by Country, 2023 Discover more data with ReportLinker!

CN: Electricity Consumption: ytd: SI: Industry: Heavy data was reported at 3,660.671 kWh bn in Dec 2017. This records an increase from the previous number of 3,264.300 kWh bn for Nov 2017. CN: Electricity Consumption: ytd: SI: Industry: Heavy data is updated monthly, averaging 1,469.835 kWh bn from Feb 2007 (Median) to Dec 2017, with 129 observations. The data reached an all-time high of 3,660.671 kWh bn in Dec 2017 and a record low of 211.000 kWh bn in Jan 2012. CN: Electricity Consumption: ytd: SI: Industry: Heavy data remains active status in CEIC and is reported by China Electricity Council. The data is categorized under China Premium Database’s Energy Sector – Table CN.RBB: Electricity Consumption: by Industry.

The transportation sector is the largest consumer of primary fossil fuel energy in the United States. Largely due to reliance on petroleum-based motor fuels, the transportation sector consumed over 26.2 quadrillion British thermal units of fossil fuel energy in 2024. By comparison, fossil fuel consumption within the electric power sector has experienced an overall declining tendency in recent years, following a decline in U.S. electricity generation from coal. Consumption of fossil fuels in the U.S. Historically, the transportation sector and electric power sector consumed more than half of the fossil fuel-produced energy in the country. Being some of the cheapest energy sources on the market, the U.S. came to rely heavily on natural gas and coal in order to power its ever-growing economy, while gasoline and diesel remain the most common motor fuels. Petroleum is the greatest source of primary energy consumption in the U.S. Energy transition Despite the role fossil fuels continue to play in every day life for the U.S. resident, many within the country have urged the U.S. government to adopt more stringent targets to reducing the country's carbon footprint in order to mitigate climate change. An outlook from April 2025 suggest that renewable energy consumption in the U.S. is on track to increase to 19.43 quadrillion British thermal units by 2050. However, this amount is still far lower than the energy needed to offset fossil fuel use.

The industrial sector accounts for the greatest final electricity consumption in the world. As of 2018, the industry is responsible for roughly 42 percent of total electricity consumption. By comparison, a little over one fourth of global power use was related to households.

Energy use by industries and households. Industry aggregation is at the L-level of the input-output accounts of Statistics Canada.

Fossil fuels are the most intensively used energy sources consumed in the industrial sector. In 2022, ** exajoules of coal were consumed out of a total of ***** exajoules, making it the most used energy source in this sector.

China Energy Consumption: Industry: Manufacturing data was reported at 3,070.860 SCE Ton mn in 2022. This records an increase from the previous number of 2,930.650 SCE Ton mn for 2021. China Energy Consumption: Industry: Manufacturing data is updated yearly, averaging 1,364.079 SCE Ton mn from Dec 1985 (Median) to 2022, with 37 observations. The data reached an all-time high of 3,070.860 SCE Ton mn in 2022 and a record low of 434.600 SCE Ton mn in 1985. China Energy Consumption: Industry: Manufacturing data remains active status in CEIC and is reported by National Bureau of Statistics. The data is categorized under Global Database’s China – Table CN.RBB: Energy Consumption.

The information gathered is from the DAEWOO Steel Co. Ltd in Gwangyang, South Korea. It produces several types of coils, steel plates, and iron plates. The information on electricity consumption is held in a cloud-based system. The information on energy consumption of the industry is stored on the website of the Korea Electric Power Corporation (pccs.kepco.go.kr), and the perspectives on daily, monthly, and annual data are calculated and shown.

U.S. Monthly Renewable Energy Consumption by Source and Sector (1973-2024)

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F8734253%2F0fe60a09cda8f60e446422f6721e68f5%2Frenewable%20energy%20consumption%20flag.png?generation=1715139420693463&alt=media" alt=""> This dataset provides monthly data on renewable energy consumption in the United States from January 1973 to December 2024, broken down by energy source and consumption sector. The data is sourced from the U.S. Energy Information Administration (EIA).

Renewable energy has become an increasingly important part of the U.S. energy mix in recent years as the country seeks to reduce its greenhouse gas emissions and dependence on fossil fuels. This dataset allows for detailed analysis of renewable energy trends over time and across different sectors of the economy.

IMPORTANT: Dataset Info

• Every entry that has a value of 0 means that the datapoint was either "Not Available," "No Data Reported," or "Not Meaningful"
• You most likely want to exclude the column titled Total Renewable Energy from your comparative analysis across fuel types as it represents the sum of the others

Columns

Forecast: Energy Consumption in Industry in the US 2023 - 2027 Discover more data with ReportLinker!

Covers the energy consumption of the industry sector, by type of fuel (according to the Standard International Energy product Classification - SIEC). Expressed in thousand tonnes of oil equivalent. The industry sector is defined according to the NACE Rev. 2 classification (divisions 10-18, 20-32, 41-43; for divisions 7-9, only mining and quarrying of non-energy products is included, as the extraction of energy products is reported in the energy sector). Quantities of energies transformed into another energy product are excluded from the industry sector (reported in the transformation sector).

In 2023-24, a total of around ******* petajoules of energy were consumed in the transportation industry in Australia. Meanwhile, for the same year, about **** petajoules of energy were consumed by the water and waste industry in Australia.

India IN: Energy Consumption: % of Total Energy Consumption: Industry data was reported at 37.950 % in 2020. This records an increase from the previous number of 37.940 % for 2019. India IN: Energy Consumption: % of Total Energy Consumption: Industry data is updated yearly, averaging 31.200 % from Dec 1990 (Median) to 2020, with 31 observations. The data reached an all-time high of 38.360 % in 2018 and a record low of 27.440 % in 1995. India IN: Energy Consumption: % of Total Energy Consumption: Industry data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s India – Table IN.OECD.GGI: Environmental: Energy Production and Consumption: Non OECD Member: Annual.

Turkey TR: Energy Consumption: % of Total Energy Consumption: Industry data was reported at 30.570 % in 2020. This records an increase from the previous number of 29.630 % for 2019. Turkey TR: Energy Consumption: % of Total Energy Consumption: Industry data is updated yearly, averaging 29.630 % from Dec 1990 (Median) to 2020, with 31 observations. The data reached an all-time high of 35.030 % in 2003 and a record low of 24.430 % in 2008. Turkey TR: Energy Consumption: % of Total Energy Consumption: Industry data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Turkey – Table TR.OECD.GGI: Environmental: Energy Production and Consumption: OECD Member: Annual.