Journal of Renewable and Sustainable Energy, Journal Year: 2024, Volume and Issue: 16(2)
Published: March 1, 2024
In order to further improve the accuracy of photovoltaic (PV) power prediction and stability system, a short-term PV model based on hierarchical clustering K-means++ algorithm deep learning hybrid is proposed in this paper. First, used cluster historical data into different weather scenes according seasons. Second, combining convolutional neural network (CNN), squeeze-and-excitation attention mechanism (SEAM), bidirectional long memory (BILSTM) constructed capture long-term dependencies time series, improved pelican optimization (IPOA) optimize hyperparameters model. Finally, an example for modeling analysis conducted by using actual output meteorological station Ili region Xinjiang, China. The effectiveness are verified comparing with LSTM, BILSTM, CNN-BILSTM, POA-CNN-SEAM-BILSTM models, superiority IPOA particle swarm whale algorithm. results show that can obtain better under seasons, optimized improved.
Language: Английский
Citations
6Understanding the complex dynamics of climate change in BRICS countries: Analyzing the COP26 and COP27 agendas
Energy & Environment, Journal Year: 2024, Volume and Issue: unknown
Published: May 21, 2024
The urgency to address climate change becomes increasingly evident as we observe a rise in devastating natural disasters and significant changes global temperatures. This comprehensive study critically assesses the adherence targets set at COP26 COP27, employing dual approach encompassing theoretical empirical aspects—basic additional analysis. According findings, China, Brazil, South Africa are still experiencing an increase indicators despite their collective efforts. Notably, Brazil has shown limited progress green financing initiatives. Moving analysis covering 1995–2021, employs advanced econometric techniques, including panel ARDL, FMOLS, DOLS, CS-ARDL, Grey forecasting models (GM (1,1) DGM (1,1)). past data on energy production using both renewable non-renewable sources spanning from 2010 2021 forecast for next 8 years, extending up 2029. Results indicate that financing, consumption, resource rents, government effectiveness significantly reduce GHG emissions. Conversely, economic growth, its cubic form, exacerbates emission trends. Moreover, validates environmental N-shaped hypothesis examined countries, providing complete understanding of change's intricate multifaceted impacts. grey model shows Russia, actively endeavoring curb greenhouse gas emissions by transitioning toward production. research contributes valuable insights policymakers, emphasizing importance targeted interventions sustainable practices effectively mitigate change.
Language: Английский
Citations
4Main directions of ensuring food security in the regions
BIO Web of Conferences, Journal Year: 2024, Volume and Issue: 116, P. 02006 - 02006
Published: Jan. 1, 2024
In this article, today's indifference to nature, increasing anthropogenic impact on it, wastage, growing difference in food balance between developed and developing countries, climate change cause a number of negative factors. Also, safety is one the most urgent tasks facing countries world. The UN also saying today that it time completely approach production distribution. After all, an ideal situation, agriculture, forestry fisheries are able provide everyone with create source income for people, as brochure. addition, such case, both agriculture will develop interests conclusions suggestions environmental protection have been developed.
Language: Английский
Citations
4Integrated effect of financial development and digital trade on resources footprint: Role of and agricultural value added in MINT countries
Resources Policy, Journal Year: 2024, Volume and Issue: 90, P. 104707 - 104707
Published: Feb. 24, 2024
Language: Английский
Citations
3Volatility challenges for natural resources during COVID-19 and its impact on economic development for sustainable economic repossession
Resources Policy, Journal Year: 2023, Volume and Issue: 86, P. 104163 - 104163
Published: Sept. 26, 2023
Language: Английский
Citations
3Controlling endogeny between social capital and the environment: An econometrical model
BIO Web of Conferences, Journal Year: 2024, Volume and Issue: 130, P. 04022 - 04022
Published: Jan. 1, 2024
This paper explores the development ways of feeling happiness during daily life. A population who has a high level experienced can be overall life satisfaction with family, work, sport, and politics. The purpose this study was to identify relationship between targeted large-scale respondents’ sense social capital. goal our is test two hypotheses: alternative hypothesis (Ha), which contends that capital are correlated, null (H0), holds there no correlation two. First, it discovered independent variables had strong global each person’s subjective happiness. Secondly, an estimate mean well-being across all observations made. Third, family’s positive one research’s main variables. Fourth, many models have been used econometric analysis. Fifth, endogeneity problem tested in Pearson pairwise ehat Cronbach’s alpha for causal inference (reverse causality).
Language: Английский
Citations
0Ensuring the energy security of the enterprise based on financial diagnostics in the process of transforming the digital economy
E3S Web of Conferences, Journal Year: 2024, Volume and Issue: 587, P. 01023 - 01023
Published: Jan. 1, 2024
The increasing complexity of the global economic environment, coupled with digital transformation industries, necessitates a reassessment enterprise energy security strategies. This article examines role financial diagnostics in ensuring within framework economy transformation. research focuses on identifying indicators and risks that impact security, such as cash flow management, investment energy-efficient technologies, stability. By analyzing key metrics, enterprises can anticipate vulnerabilities optimize consumption, thereby enhancing resilience against market volatility. Additionally, integration technologies tools allows for real-time monitoring forecasting, enabling proactive decision-making. approach not only safeguards supplies but also contributes to long-term sustainability competitiveness. study offers comprehensive methodology implementing tool ensure emphasizing its critical navigating challenges economy.
Language: Английский
Citations
0Entrepreneurship as a catalyst for energy security: Strategies for sustainable development
E3S Web of Conferences, Journal Year: 2024, Volume and Issue: 587, P. 01022 - 01022
Published: Jan. 1, 2024
This article explores the pivotal role of entrepreneurship in promoting energy security and driving sustainable development. In a world facing increasing demands environmental concerns, entrepreneurial ventures are becoming critical to development innovative, energy-efficient technologies renewable solutions. The paper discusses how fosters economic growth while addressing challenges, highlighting importance public-private partnerships, investment clean energy, integration practices into business models. It also examines potential startups small businesses revolutionize sector by enhancing efficiency, reducing reliance on fossil fuels, diversification. Ultimately, this emphasizes that activity is not only essential for progress but crucial ensuring long-term sustainability.
Language: Английский
Citations
0Ensuring environmental and energy security of enterprises
E3S Web of Conferences, Journal Year: 2024, Volume and Issue: 587, P. 01024 - 01024
Published: Jan. 1, 2024
This article explores strategies for achieving environmental and energy security within enterprises, focusing on the integration of sustainable practices energy-efficient technologies. Environmental refers to safeguarding ecosystem from industrial hazards, while ensures reliable supply energy. Both are critical long-term business resilience compliance with global standards. It emphasizes necessity integrating eco-friendly technologies as fundamental components modern operations.
Language: Английский
Citations
0Improving regional energy security assessment criteria in the republic of Uzbekistan
E3S Web of Conferences, Journal Year: 2024, Volume and Issue: 587, P. 01020 - 01020
Published: Jan. 1, 2024
Energy security is a critical aspect of sustainable development and economic stability, particularly in regions undergoing rapid industrialization modernization. This article aims to address the need for improved regional energy assessment criteria Republic Uzbekistan, country experiencing significant growth demand. The current framework Uzbekistan evaluated, highlighting key challenges such as supply reliability, diversification sources, infrastructure resilience. Through comparative analysis global best practices, proposes set enhanced tailored Uzbekistan’s unique geographical conditions. These include improving efficiency distribution, incorporating renewable fostering cooperation, strengthening regulatory ensure long-term sustainability. recommended provide more comprehensive approach assessing enhancing ensuring that can meet its future needs while minimizing environmental impact vulnerabilities.
Language: Английский
Citations
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