The global energy storage market is forecast to grow at an average compound annual growth rate of **** percent between 2020 and 2027. The size of the sector, estimated at **** billion U.S. dollars in 2021, is projected to surpass ** billion U.S. dollars in 2025.

Dataset Description Title: Electricity Market Dataset for Long-Term Forecasting (2018–2024)

Overview: This dataset provides a comprehensive collection of electricity market data, focusing on long-term forecasting and strategic planning in the energy sector. The data is derived from real-world electricity market records and policy reports from Germany, specifically the Frankfurt region, a major European energy hub. It includes hourly observations spanning from January 1, 2018, to December 31, 2024, covering key economic, environmental, and operational factors that influence electricity market dynamics. This dataset is ideal for predictive modeling tasks such as electricity price forecasting, renewable energy integration planning, and market risk assessment.

Features Description Feature Name Description Type Timestamp The timestamp for each hourly observation. Datetime Historical_Electricity_Prices Hourly historical electricity prices in the Frankfurt market. Continuous (Float) Projected_Electricity_Prices Forecasted electricity prices (short, medium, long term). Continuous (Float) Inflation_Rates Hourly inflation rate trends impacting energy markets. Continuous (Float) GDP_Growth_Rate Hourly GDP growth rate trends for Germany. Continuous (Float) Energy_Market_Demand Hourly electricity demand across all sectors. Continuous (Float) Renewable_Investment_Costs Investment costs (capital and operational) for renewable energy projects. Continuous (Float) Fossil_Fuel_Costs Costs for fossil fuels like coal, oil, and natural gas. Continuous (Float) Electricity_Export_Prices Prices for electricity exports from Germany to neighboring regions. Continuous (Float) Market_Elasticity Sensitivity of electricity demand to price changes. Continuous (Float) Energy_Production_By_Solar Hourly solar energy production. Continuous (Float) Energy_Production_By_Wind Hourly wind energy production. Continuous (Float) Energy_Production_By_Coal Hourly coal-based energy production. Continuous (Float) Energy_Storage_Capacity Available storage capacity (e.g., batteries, pumped hydro). Continuous (Float) GHG_Emissions Hourly greenhouse gas emissions from energy production. Continuous (Float) Renewable_Penetration_Rate Percentage of renewable energy in total energy production. Continuous (Float) Regulatory_Policies Categorical representation of regulatory impact on electricity markets (e.g., Low, Medium, High). Categorical Energy_Access_Data Categorization of energy accessibility (Urban or Rural). Categorical LCOE Levelized Cost of Energy by source. Continuous (Float) ROI Return on investment for energy projects. Continuous (Float) Net_Present_Value Net present value of proposed energy projects. Continuous (Float) Population_Growth Population growth rate trends impacting energy demand. Continuous (Float) Optimal_Energy_Mix Suggested optimal mix of renewable, non-renewable, and nuclear energy. Continuous (Float) Electricity_Price_Forecast Predicted electricity prices based on various factors. Continuous (Float) Project_Risk_Analysis Categorical analysis of project risks (Low, Medium, High). Categorical Investment_Feasibility Indicator of the feasibility of energy investments. Continuous (Float) Use Cases Electricity Price Forecasting: Utilize historical and projected price trends to predict future electricity prices. Project Risk Classification: Categorize projects into risk levels for better decision-making. Optimal Energy Mix Analysis: Analyze the balance between renewable, non-renewable, and nuclear energy sources. Policy Impact Assessment: Study the effect of regulatory and market policies on energy planning. Long-Term Strategic Planning: Provide insights into investment feasibility, GHG emission reduction, and energy market dynamics. Acknowledgment This dataset is based on publicly available records and market data specific to the Frankfurt region, Germany. The dataset is designed for research and educational purposes in energy informatics, computational intelligence, and long-term forecasting.

Artificial intelligence (AI) in the Asia Pacific region's energy market is projected to experience a compound annual growth rate (CAGR) of **** percent from 2019 to 2024. The global AI in energy market is expected to reach **** billion U.S. dollars by 2024.

According to Cognitive Market Research, the global Electricity Generation market size was USD 2154.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 9.80% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 861.68 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.0% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 646.26 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 495.47 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.8% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 107.71 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.2% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 43.08 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.5% from 2024 to 2031.
Thermal Generation is the market leader in the Electricity Generation industry

Market Dynamics of Electricity Generation Market

Key Drivers for Electricity Generation Market

Rising need for cooling boosts the electricity generation market: The increased demand for cooling is projected to drive the electricity generating market in the future years. Cooling is the process of lowering the temperature of an object or environment, which is usually accomplished by transporting heat away from the intended location, typically utilizing air or a cooling medium. Power generation can be utilized to cool by running air conditioning (AC) and fans to keep indoor temperatures comfortable. For instance, According to the International Energy Agency, an autonomous intergovernmental body located in France, in July 2023, more than 90% of households in the United States and Japan had an air conditioner. Cooling accounts for around 10% of global electricity use. In warmer countries, this might result in a more than 50% increase in power demand during the summer months. As a result, increased demand for cooling is likely to drive expansion in the power generating industry.

Increasing applications of electricity in the transportation industry: The growing use of energy in the transportation industry is predicted to increase demand for electricity, hence pushing the power generation market. The electrification of railways in underdeveloped and developing countries, the establishment of public transportation networks such as rapid metro transit systems, and the growing use of electric vehicles in developed countries will all create significant market opportunities for power generation companies. For instance, in order to achieve net-zero carbon emissions, the Office of Rail and Road (ORR) predicts that 13,000 track kilometers - or roughly 450 km per year - of track in the UK will need to be electrified by 2050, with 179 km electrified between 2020 and 2021. According to the Edison Electric Institute (EEl), yearly electric car sales in the United States are estimated to exceed 1.2 million by 2025. Electric vehicles are projected to account for 9% of worldwide electricity demand by 2050.

Restraint Factor for the Electricity Generation Market

High initial capital investment for renewable projects: The high initial capital for renewable projects is indeed a limiting factor for the market growth of the electricity generation sector, as most such technologies, infrastructure, and installation depend on significant up-front funding. For instance, most renewable energy technologies are highly capital intensive-solar, and wind, in particular, scares investors away from taking action, especially if they are small or developing firms. There is thus an economic limitation that restricts competition and contributes toward slower development of cleaner energy solutions. Moreover, funding can be quite tricky and challenging-especially for a poor economic climate. The payback times attached to these investment options are long, leading to uncertainty and making stakeholders reluctant to commit. These financial constraints are, therefore, blighting the transition to renewable energy as well as, more broadly, the overall electricity generation market

Trends for the Electri...

Energy And Utility Analytics Market size was valued at USD 3.07 Billion in 2023 and is projected to reach USD 10.41 Billion by 2031, growing at a CAGR of 16.5% from 2024 to 2031.

Global Energy And Utility Analytics Market Drivers:

Increasing Energy Demand and Consumption Patterns: With global energy consumption steadily rising due to population growth and industrial expansion, there is an increased demand for effective energy management. Energy and utility analytics assist utilities identify and predict usage patterns, allowing for more accurate demand forecasts. This leads to improved resource allocation, less energy waste, and more efficient production schedules. Advanced analytics make it easier to integrate renewable energy sources into the grid, resulting in a dependable and balanced energy supply that fulfills expanding demand while being environmentally friendly.

Integration of Renewable Energy Sources: Environmental concerns and regulatory regulations are driving the transition to renewable energy sources such as solar, wind, and hydropower. Integrating these variable energy sources into the regular system presents substantial hurdles. Energy analytics helps to handle these complications by projecting renewable energy generation, optimizing storage systems, and guaranteeing grid stability. By evaluating weather patterns and historical data, utilities can better estimate renewable energy output and integrate it into traditional power systems.

The Global Energy as a Service Market size was valued at around USD 70 billion in 2022 & is projected to grow at a CAGR of about 10.3% during the forecast period 2024-30. By Type,End Users - Industry Forecast

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

The global energy price index stood at around 101.5 in 2024. Energy prices were on a decreasing trend that year, and forecasts suggest the price index would decrease below 80 by 2026. Price indices show the development of prices for goods or services over time relative to a base year. Commodity prices may be dependent on various factors, from supply and demand to overall economic growth. Electricity prices around the world As with overall fuel prices, electricity costs for end users are dependent on power infrastructure, technology type, domestic production, and governmental levies and taxes. Generally, electricity prices are lower in countries with great coal and gas resources, as those have historically been the main sources for electricity generation. This is one of the reasons why electricity prices are lowest in resource-rich countries such as Iran, Qatar, and Russia. Meanwhile, many European governments that have introduced renewable surcharges to support the deployment of solar and wind power and are at the same time dependent on fossil fuel imports, have the highest household electricity prices. Benchmark oil prices One of the commodities found within the energy market is oil. Oil is the main raw material for all common motor fuels, from gasoline to kerosene. In resource-poor and remote regions such as the United States' states of Alaska and Hawaii, or the European country of Cyprus, it is also one of the largest sources for electricity generation. Benchmark oil prices such as Europe’s Brent, the U.S.' WTI, or the OPEC basket are often used as indicators for the overall energy price development.

Introduction

In this project I visualise the latest World Energy Investment (WEI) data from the International Energy Agency (IEA), highlighting current investment trends.

Within the shifting landscape of energy production, exportation and security. I explore the exciting possibilities, using Morocco as a case study.

What is World Energy Investment?

The World Energy Investment is a yearly report published by the International Energy Agency. It serves as the primary source for understanding global trends in energy sector investments. The report offers a comprehensive analysis of: - Investment Flows: WEI tracks the amount of money being invested across various sectors of the energy industry. This includes investments in oil, gas, coal, renewable energy sources like solar and wind, energy efficiency, and research & development. - Investor Decisions: The report examines the factors that influence investment decisions. This involves analysing how risks and opportunities are perceived by investors in different areas of the energy sector. - Geographical Landscape: WEI provides insights into how energy investments are distributed around the world. It highlights which regions are attracting the most investment and in what sectors. - Policy and Security: The report explores how government policies and global energy security concerns impact investment trends.

The 2024 Edition and Recent Trends

The latest edition (2024) focuses on providing a complete picture of energy investments in 2023 with preliminary data for 2024. Some key trends highlighted in recent reports include: - Rise of Clean Energy: There's a significant increase in investments directed towards renewable energy sources like solar and wind. This is driven by factors like climate change concerns, falling renewable energy costs, and government policies promoting clean energy transition. - Energy Security Concerns: The recent global energy crisis (2022) has emphasised the importance of energy security. This has led to increased investments in sources that ensure a reliable and independent energy supply for countries. link - Flux in Traditional Fuels: Investments in fossil fuels like oil and gas have shown a complex pattern. While high fuel prices have boosted revenue for traditional energy companies, there's also uncertainty due to the shift towards clean energy.

The 2024 WEI delves deeper with these interesting additions:

• Investment Sources: It analyses the origin of funding for energy projects, including the role of development finance institutions in emerging economies.
• Clean vs Fossil Fuels: The report provides a clear comparison of investment trends between clean energy and fossil fuels.
• Regional Analysis: There's a new section dedicated to exploring investment patterns in ten key global economies and regions.

The Importance of World Energy Investment

The WEI report is crucial for understanding the future of the global energy landscape. By analysing investment trends, the report sheds light on: - Energy Security: It helps assess how well-equipped countries are to meet their future energy demands. - Climate Change Mitigation: The report indicates the pace of progress towards a low-carbon energy future. - Economic Growth: Investment trends provide insights into potential job creation and economic development in the energy sector.

WEI report - 2024:link

GB Fuel type power generation production (live): link

Visualisation: W_E_I_World.csv

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A document with the R code for the above visualisation. link

Energy Aspirations: A Global Overview and Morocco as a case study

The global energy landscape is undergoing a profound transformation, driven by factors such as climate change, energy security, and technological advancements. Key aspirations include: - Decarbonisation: Transitioning from fossil fuels to cleaner energy sources to mitigate climate change. - Energy Security: Reducing reliance on imported energy and ensuring domestic supply stability. - Affordability: Making energy accessible and affordable for all. - Innovation: Driving technological advancements to improve efficiency and develop new energy sources.

Energy Generation: A Focus on Renewables

Renewable energy sources, such as solar, wind, hydro, and geothermal, are at the forefront of energy generation aspirations...

Energy Management System Market was valued at USD 35.74 Billion in 2024 and is projected to reach USD 67.63 Billion by 2032, growing at a CAGR of 8.30% from 2026 to 2032.Rising Energy Costs and Volatility: A fundamental driver for the EMS market is the relentless pressure from increasing and volatile energy prices. Global events, supply chain constraints, and fluctuating fuel costs have led to a significant and unpredictable rise in utility bills for both businesses and consumers. In response, organizations across all sectors are seeking actionable strategies to reduce operational expenses and mitigate financial risk. Energy management systems provide the necessary tools to monitor energy consumption in real-time, identify inefficiencies, and automate controls to reduce waste. This direct link between EMS adoption and measurable cost savings on energy bills is a powerful incentive, making the technology a strategic investment for preserving profit margins and enhancing financial resilience. Regulatory Pressure and Sustainability Mandates: Governments and international bodies are imposing increasingly stringent regulations to combat climate change and promote energy efficiency. These mandates, which include green building codes, carbon taxes, and mandatory reporting on emissions, are a major driver for the EMS market. Companies are compelled to adopt sophisticated systems to ensure compliance with these legal obligations and avoid costly penalties. EMS provides a robust framework for documenting energy usage, tracking emissions reductions, and generating auditable reports to meet these requirements. This regulatory push is forcing organizations to prioritize energy management, transforming it from an optional practice into a non-negotiable part of doing business.

According to Cognitive Market Research, the worldwide Energy Management Systems market was USD 57.31 billion in 2024 and will expand at a compounded annual growth rate (CAGR) of 14.3% from 2024 to 2031. Market Dynamics of Energy Management Systems Market

Key Drivers for Energy Management Systems Market

Increasing Demand for Energy Efficiency in Industrial and Commercial Sectors

With the rise in global energy consumption and escalating operational expenses, industries and commercial entities are implementing Energy Management Systems (EMS) to oversee, regulate, and enhance energy utilization. Real-time data analysis, demand forecasting, and load optimization contribute to minimizing waste and boosting overall energy efficiency. This initiative is further bolstered by governmental regulations and financial incentives aimed at reducing emissions. Sectors such as manufacturing, data centers, and retail chains are progressively depending on EMS to decrease utility costs while ensuring business continuity and sustainability.

Government Regulations and Carbon Emission Reduction Goals

Stringent environmental regulations and net-zero objectives are propelling the necessity for energy efficiency in buildings, factories, and public infrastructure. Governments in the U.S., EU, China, and India are promoting EMS adoption through tax incentives, compliance credits, and green certifications. The incorporation of EMS is essential for adhering to standards such as ISO 50001 and LEED. As nations implement carbon pricing and cap-and-trade systems, EMS emerges as a vital instrument for organizations aiming to lower energy intensity and evade regulatory fines.

Integration with Smart Grid and Renewable Energy Systems

Energy Management Systems are crucial in aligning consumption with renewable energy sources such as solar and wind. By evaluating real-time data, EMS can forecast demand, store excess energy, and shift loads to off-peak periods, facilitating effective energy balancing. As smart grids become increasingly common, EMS enables buildings and factories to function as energy prosumers—both consuming and supplying power to the grid. This integration improves grid stability and supports decentralized energy frameworks, promoting EMS implementation across smart cities and industrial zones.

Key Restraints for Energy Management Systems Market

Significant Initial Costs and Complicated Implementation

Implementing a comprehensive Energy Management System (EMS), particularly in large facilities or with outdated infrastructure, entails considerable initial expenses such as software licenses, IoT sensors, integration services, and employee training. For small and medium-sized enterprises (SMEs) and budget-conscious organizations, these costs can be a barrier despite the potential for long-term savings. Furthermore, the integration of EMS with current equipment or legacy systems necessitates specialized knowledge and customization, which further extends both the time and cost of deployment. This complexity often serves as an obstacle in emerging markets and non-technical industries.

Concerns Regarding Data Privacy and Cybersecurity

EMS platforms depend on IoT devices, sensors, and cloud connectivity for data collection and analysis, rendering them susceptible to cyber threats. Unauthorized access, data breaches, or alterations to operational parameters can disrupt business operations and jeopardize safety. As EMS becomes increasingly digitized and interconnected with building automation systems or critical infrastructure, ensuring strong cybersecurity measures is essential. These issues may hinder adoption in sensitive sectors such as healthcare, defense, or finance unless sufficient security protocols and certifications are established.

Limited Knowledge and Availability of Skilled Workforce

In spite of its advantages, awareness of EMS technologies is still minimal among small businesses and in certain regional markets. Numerous facility managers do not possess the technical expertise required to assess return on investment (ROI) or to implement data-driven energy strategies. Additionally, the lack of skilled professionals in energy analytics, system integration, and EMS configuration hampers deployment efforts. Without sufficient training programs or vendor assistance, many organizations fail to fully utilize EMS capabilities or abandon them after the initial setu...

The Global Energy Cost Management Systems Market is evolving rapidly as organizations seek to optimize energy usage and reduce operational expenses

Energy Data Lake Platform Market Outlook

According to our latest research, the Global Energy Data Lake Platform market size was valued at $2.1 billion in 2024 and is projected to reach $7.8 billion by 2033, expanding at a robust CAGR of 15.3% during the forecast period of 2025 to 2033. The rapid digital transformation across the energy sector, coupled with the exponential growth in data generated from smart grids, IoT devices, and advanced metering infrastructure, is one of the primary factors fueling the expansion of the Energy Data Lake Platform market globally. As energy companies strive to harness vast, diverse datasets for real-time analytics, operational efficiency, and regulatory compliance, the demand for scalable and flexible data lake solutions is accelerating. This surge is further propelled by the industry’s ongoing transition towards renewable energy sources and the need for integrated data management to optimize assets, manage risks, and support energy trading in a highly dynamic landscape.

Regional Outlook

North America currently holds the largest share of the Energy Data Lake Platform market, accounting for approximately 38% of global revenue in 2024. This dominance is primarily attributed to the region’s mature energy infrastructure, early adoption of digitalization, and the presence of leading technology vendors and energy corporations. The United States, in particular, has been at the forefront, investing heavily in smart grid technologies, advanced analytics, and cloud-based platforms to streamline asset management and grid operations. Supportive government policies, robust R&D funding, and a strong focus on cybersecurity further bolster the market in North America. The region’s energy sector has shown a consistent commitment to leveraging big data and AI-driven insights, making it a preferred ground for pilot projects and large-scale deployments of energy data lake platforms.

The Asia Pacific region is projected to be the fastest-growing market, anticipated to expand at a CAGR of 18.7% from 2025 to 2033. This remarkable growth is underpinned by massive investments in smart city initiatives, rapid urbanization, and the increasing penetration of renewable energy sources in countries such as China, India, Japan, and South Korea. Governments in the region are prioritizing grid modernization, digital transformation, and the integration of distributed energy resources, which necessitate advanced data management solutions. Additionally, the proliferation of IoT devices and the emergence of new business models in energy trading are driving demand for scalable and cost-effective data lake platforms. Local and international vendors are collaborating to address the region’s unique challenges, including data localization and regulatory compliance, further accelerating adoption rates.

Emerging economies in Latin America, the Middle East, and Africa are gradually embracing energy data lake platforms, albeit facing certain adoption challenges. In these regions, the need to modernize aging energy infrastructure, improve grid reliability, and support the integration of renewables is becoming increasingly apparent. However, factors such as limited digital literacy, budget constraints, and regulatory uncertainties can impede rapid deployment. Localized demand is often driven by the need for compliance reporting, risk management, and operational optimization, particularly among utilities and oil & gas companies. Governments and international development agencies are beginning to recognize the strategic importance of data-driven energy management, which is expected to unlock new opportunities for vendors willing to tailor their offerings to regional requirements and build local partnerships.

Report Scope

This dataset presents a unified, cross-continental time-series day-ahead electricity prices compiled from major wholesale markets across Asia, Europe, North America, South America, and Oceania. The dataset offers a standardized format that supports time-series forecasting and enables robust comparative analysis across diverse global electricity markets.

Energy Trading Platform Market size is expected to be worth around USD 12.8 Bn by 2034, from USD 3.4 Bn in 2024, growing at a CAGR of 14.2%

The global smart energy market size was valued at USD 176.60 Billion in 2024. Looking forward, IMARC Group estimates the market to reach USD 338.10 Billion by 2033, exhibiting a CAGR of 7.11% from 2025-2033. North America currently dominates the market, holding a market share of over 39.8% in 2024. The smart energy market share is expanding, driven by the worldwide need for enhanced energy efficiency, rising focus on sustainable operations and innovations in digital technologies, and adoption of policies that are supporting energy transition, including renewable energy project subsidies, smart meter installation mandates, and smart grid infrastructure investment.

IMARC Group provides an analysis of the key trends in each segment of the global smart energy market, along with forecast at the global, regional, and country levels from 2025-2033. The market has been categorized based on component, product, and end use sector etc.

The industrial sector is the most valuable within the global energy management systems market. In 2020, this sector had a market value of an estimated **** billion U.S. dollars. This figure is expected to grow significantly in the next five years and forecasted to reach ***** billion U.S. dollars by 2025. North America is the largest market for energy management systems.

Global Energy Data Loggers Market is segmented by Application (), Type (), and Geography (North America_ LATAM_ West Europe_Central & Eastern Europe_ Northern Europe_ Southern Europe_ East Asia_ Southeast Asia_ South Asia_ Central Asia_ Oceania_ MEA)