Advances in machine learning-driven pore pressure prediction in complex geological settings

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(7), С. 1648 - 1665

Опубликована: Июль 25, 2024

Advances in machine learning (ML) have revolutionized pore pressure prediction complex geological settings, addressing critical challenges oil and gas exploration production. Traditionally, predicting accurately heterogeneous anisotropic formations has been fraught with uncertainties due to the limitations of conventional geophysical petrophysical methods. Recent developments ML techniques offer enhanced precision reliability estimation, leveraging vast datasets sophisticated algorithms analyze interpret complexities. ML-driven approaches utilize a variety data sources, including well logs, seismic data, drilling parameters, train predictive models that can handle non-linear multi-dimensional nature subsurface conditions. Techniques such as neural networks, support vector machines, ensemble methods shown significant promise capturing intricate relationships between variables pressure. These adaptively learn from new improving their capabilities over time. A notable advantage is its ability integrate disparate types scales, providing holistic understanding regimes. This integration enhances accuracy forecasts, which crucial for wellbore stability, safety, hydrocarbon recovery. For instance, real-time operations be fed into dynamically update estimates, allowing immediate adjustments plans reducing risk blowouts or other hazards. Moreover, facilitate identification subtle patterns trends might overlooked by traditional capability particularly valuable deep-water environments, tectonically active regions, unconventional reservoirs, where often fall short. Despite promising advances, remain widespread adoption prediction. include need extensive training datasets, interpretability models, workflows existing geoscientific practices. Addressing these requires interdisciplinary collaboration geoscientists, scientists, engineers develop robust, user-friendly solutions. In summary, represents advancement managing complexities geology. By enhancing reliability, technologies are poised improve efficiency, productivity industry, challenging settings. Keywords: Advance, ML, Pore Pressure, Prediction, Geological Settings.

Язык: Английский

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Cultural and social dimensions of green architecture: Designing for sustainability and community well-being

International Journal of Applied Research in Social Sciences, Год журнала: 2024, Номер 6(8), С. 1951 - 1968

Опубликована: Авг. 30, 2024

Green architecture transcends environmental sustainability by integrating cultural and social dimensions to foster community well-being. This explores how sustainable architectural practices can be harmoniously aligned with local identities needs, ultimately enhancing the quality of life for communities. begins establishing a theoretical framework that includes principles, considerations, inclusivity. It emphasizes effective green must respect traditions heritage, using indigenous materials techniques resonate community’s identity. sensitivity in design not only preserves landmarks but also ensures new structures are embraced populace. Furthermore, this review examines impact on By prioritizing health wellness through improved indoor air quality, natural lighting, biophilic elements, buildings contribute significantly physical mental health. These spaces designed cohesion creating inclusive, accessible environments encourage interactions engagement. The highlights participatory processes as essential successful architecture. Involving members development phases builds capital final meet specific needs aspirations community. Case studies urban spaces, housing developments, public illustrate practical application these showcasing projects have successfully integrated goals. Challenges such balancing goals, navigating policy regulatory frameworks, discussed. concludes advocating holistic approach leverages technological advancements support create sustainable, culturally resonant, socially inclusive environments. Future trends innovations field poised further enhance synergy between Keywords: Cultural, Social, Dimensions, Architecture, Community Well-being.

Язык: Английский

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The role of green building materials in sustainable architecture: Innovations, challenges, and future trends

International Journal of Applied Research in Social Sciences, Год журнала: 2024, Номер 6(8), С. 1935 - 1950

Опубликована: Авг. 30, 2024

The role of green building materials is pivotal in advancing sustainable architecture, as they contribute significantly to reducing the environmental impact construction and enhancing overall sustainability buildings. Green are defined by their eco-friendly properties, which include energy efficiency, resource conservation, minimal harm. This review explores latest innovations materials, highlighting advances such recycled upcycled biodegradable bio-based products, high-performance insulation technologies. Additionally, it examines smart including self-healing phase-change offer enhanced durability responsiveness conditions. Despite these advancements, adoption faces several challenges. High initial costs, performance concerns, supply chain issues present significant barriers widespread use. Regulatory certification processes also pose hurdles, impacting accessibility integration projects. Looking ahead, future trends promising. Emerging technologies, nanotechnology manufacturing processes, set revolutionize material science. with technologies promises efficiency monitoring. expanding market for certifications potential circular economy practices, design disassembly closed-loop systems, new opportunities development. While exciting overcoming existing challenges crucial broader adoption. Continued research, development, collaboration among stakeholders will be essential shaping achieving long-term goals built environment. Keywords: Building, Sustainable Architecture, Future Trends. Review.

Язык: Английский

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Leveraging Advanced Technologies for Efficient Project Management in Telecommunications

International Journal of Multidisciplinary Research and Growth Evaluation, Год журнала: 2025, Номер 6(1), С. 318 - 327

Опубликована: Янв. 1, 2025

In the fast-paced and highly competitive telecommunications industry, efficient project management is crucial to maintaining operational excellence achieving strategic objectives. Advanced technologies are increasingly being leveraged enhance practices, driving improvements in efficiency, accuracy, adaptability. This paper explores how cutting-edge tools methodologies revolutionizing telecommunications, leading more effective planning, execution, control of projects. One primary transforming Artificial Intelligence (AI). AI-powered enable managers automate routine tasks, optimize resource allocation, predict outcomes with greater accuracy. Machine learning algorithms analyze historical data identify patterns forecast potential risks, allowing proactively mitigate issues before they escalate. AI also facilitates real-time decision-making by providing actionable insights recommendations based on analytics. Another significant advancement adoption cloud computing platforms. These platforms provide scalable flexible solutions that support collaboration sharing across dispersed teams. Cloud-based seamless integration various functions, such as scheduling, budgeting, performance tracking, ensuring all stakeholders have access up-to-date information can collaborate effectively regardless their location. The Internet Things (IoT) making a substantial impact telecommunications. IoT devices sensors collect from network infrastructure field operations, valuable into system utilization. data-driven approach enhances accuracy planning monitoring, enabling use assets timely identification issues. Furthermore, blockchain technology explored for its improve transparency security processes. Blockchain's decentralized immutable ledger ensures securely recorded easily auditable, reducing risk fraud enhancing trust among stakeholders. conclusion, advanced AI, computing, IoT, sector. offer benefits terms collaboration, telecom companies manage complex projects stay rapidly evolving industry. By leveraging these tools, ensure successful delivery, use, achieve goals agility precision.

Язык: Английский

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Integrating Marketing and Sales Strategies: Boosting Brand Visibility and Customer Engagement

International Journal of Scientific Research in Computer Science Engineering and Information Technology, Год журнала: 2025, Номер 11(1), С. 1495 - 1514

Опубликована: Фев. 3, 2025

This review examines the integration of marketing and sales strategies as a crucial approach for boosting brand visibility enhancing customer engagement in today's competitive business environment. The fusion efforts aims to create seamless journey, ensuring that potential customers receive consistent messaging experience at all touchpoints. By aligning sales, organizations can leverage strengths both functions drive better outcomes. process begins with establishment common goals metrics teams work towards. includes defining target audiences, setting clear objectives, developing unified message resonates customers. Collaborative planning sessions regular communication between help creating cohesive strategy addresses needs preferences effectively. One key elements this is use data analytics. sharing insights, develop more targeted campaigns personalized approaches. data-driven allows identification high-value prospects creation tailored content appeals specific segments market. Additionally, automation tools Customer Relationship Management (CRM) systems facilitate information tracking interactions across teams. Furthermore, plays vital role integrated approach. High-quality, relevant pain points provides value attract nurture leads through funnel. Sales engage meaningful conversations demonstrate company's expertise commitment solving their problems. benefits integrating include increased visibility, improved lead generation, higher conversion rates, stronger relationships. working together, efficient effective engaging customers, ultimately leading sustainable growth edge marketplace.

Язык: Английский

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Renewable energy market in Africa: Opportunities, progress, challenges, and future prospects

Energy Strategy Reviews, Год журнала: 2025, Номер 59, С. 101700 - 101700

Опубликована: Март 30, 2025

Язык: Английский

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Advances in rock physics for pore pressure prediction: A comprehensive review and future directions

Engineering Science & Technology Journal, Год журнала: 2024, Номер 5(7), С. 2304 - 2322

Опубликована: Июль 24, 2024

Advances in rock physics have significantly enhanced pore pressure prediction, a critical aspect of subsurface exploration and drilling operations. This comprehensive review delves into the latest developments methodologies, integrating empirical, theoretical, computational approaches to predict more accurately. Traditional prediction methods often rely on well log data seismic attributes, but recent advancements introduced innovative techniques that leverage physical properties rocks provide reliable predictions. Key advances include development improved models better account for complexities environments, such as heterogeneity anisotropy. These integrate from various sources, including logs, core samples, surveys, create understanding subsurface. Additionally, application machine learning artificial intelligence has opened new avenues analyzing large datasets, identifying patterns, refining predictive models. also examines role laboratory experiments field studies validating calibrating High-pressure high-temperature provided valuable insights behavior under different conditions, which are essential accurate prediction. Field studies, other hand, offer real-world help fine-tuning methodologies. Future directions integration advanced geophysical techniques, full-waveform inversion distributed acoustic sensing, higher resolution detailed imaging. The use cloud computing high-performance platforms is expected enhance processing analysis making efficient scalable. concludes by highlighting importance interdisciplinary collaboration advancing By combining expertise geophysics, petrophysics, geomechanics, science, can continue innovate improve accuracy reliability predictions, ultimately enhancing production efficiency oil gas industry. Keywords: Advances, Rock Physics, Pore Pressure, Prediction, Directions.

Язык: Английский

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Влияние массового внедрения возобновляемых источников энергии на экономическое развитие страны

Deleted Journal, Год журнала: 2025, Номер 3(3), С. 53 - 67

Опубликована: Янв. 23, 2025

Курс на развитие возобновляемой энергетики и сокращение использования ископаемых ресурсов является устойчивым современным трендом, но имеющим относительно небольшой период развития – порядка двух десятилетий, если воспринимать его в контексте прогресса солнечной ветряной генерации, поскольку история применения гидроэнергии имеет гораздо большую историю. Однако, возобновляемая энергетика сопряжена с применением значительного объёма ценных дефицитных ресурсов: редкоземельных металлов, кобальта, лития ряда других. Соответственно, расширение генерации требует значительных затрат, которые ложатся экономику конечных потребителей. Поэтому представляется актуальной задача статистического анализа влияния роста «зёленой» глобальном национальном масштабе экономические показатели отдельных государств целом. Кроме того, расчёты позволят установить перспективы целесообразность дальнейшего исходя из ретроспективного данного процесса стран. Для решения поставленной задачи использовался корреляционно-регрессионный анализ временных рядов, представленных международными статистическими агрегаторами: Всемирным Банком BP (бывш. British Petroleum). Полученные данные позволяют сделать выводы о влиянии страны, а также доступность электроэнергии для населения (причём корреляция доступностью весьма высокой). Влияние же рост доступности бизнеса незначительным. Также отмечено, как ни странно, отрицательное влияние доли экологические показатели, что противоречит развитию «зелёной» устойчивого развития. Результаты работы по-новому взглянуть последствия тренда выражении некоторой осторожностью призывы к ускорению усилению поддержки этого процесса. The course towards the development of renewable energy and reduction use fossil resources is a sustainable modern trend, but it has relatively short period about two decades, if perceived in context progress solar wind generation, since history hydropower application much longer history. However, associated with significant volume valuable scarce resources: rare earth metals, cobalt, lithium some others. Accordingly, expansion generation requires costs that fall on economy end consumers. Therefore, task statistical analysis impact growth "green" global national scale economic indicators individual states general seems relevant. In addition, calculations will allow us to establish prospects feasibility further based retrospective this process countries. To solve problem, we used correlation regression time series provided by international aggregators: World Bank (former data obtained allows draw conclusions country's indicators, as well availability electricity for population (and quite high). businesses insignificant. It also noted, oddly enough, negative share environmental contrary development. results work take new look at consequences trend terms perceive caution calls acceleration strengthening support process.

Язык: Русский

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The impact of green building certifications on market value and occupant satisfaction

International Journal of Management & Entrepreneurship Research, Год журнала: 2024, Номер 6(8), С. 2782 - 2796

Опубликована: Авг. 30, 2024

Green building certifications, such as LEED, BREEAM, and WELL, play a significant role in promoting sustainability enhancing the quality of built environment. This review explores dual impact these certifications on market value occupant satisfaction, providing comprehensive analysis based empirical data case studies. examines how green influence property value. Certified buildings often command higher values due to their superior energy efficiency, reduced operational costs, enhanced environmental performance. These attract premium rents exhibit occupancy rates, reflecting growing tenant preference for sustainable healthier living working environments. Investors developers are increasingly recognizing long-term financial benefits, including returns investment increased asset delves into satisfaction. Green-certified designed improve indoor quality, offering better air natural lighting, thermal comfort. features contribute well-being productivity occupants, evidenced by numerous surveys studies linking satisfaction levels. Occupants report fewer health issues, greater comfort, overall life, making desirable residential, commercial, institutional use. However, this also acknowledges challenges limitations associated with initial costs complexity certification processes. Despite challenges, benefits terms compelling. concludes highlighting future trends, advancements technologies increasing importance regulatory frameworks supporting practices. It underscores need holistic approach that integrates economic, environmental, social considerations maximize certifications. Keywords: Building, Market Value, Occupant Satisfaction, Review.

Язык: Английский

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The future of project management in the digital age: Trends, challenges, and opportunities

Engineering Science & Technology Journal, Год журнала: 2024, Номер 5(8), С. 2632 - 2648

Опубликована: Авг. 31, 2024

As we transition further into the digital age, landscape of project management is undergoing significant transformation. The integration technologies reshaping traditional practices, presenting both opportunities and challenges. This paper explores future in era, focusing on emerging trends, evolving challenges, potential opportunities. revolution driving several key trends management. First, adoption advanced such as Artificial Intelligence (AI), Machine Learning (ML), Big Data Analytics enhancing decision-making execution. These offer predictive insights, automate routine tasks, provide real-time data analytics, enabling managers to make more informed decisions improve efficiency. Second, rise remote hybrid work models transforming team dynamics coordination. Digital collaboration tools platforms facilitate seamless communication teamwork across geographical boundaries, making it possible for organizations harness a global talent pool. Despite these advancements, age also brings new rapid pace technological change requires continuously update their skills adapt methodologies. Managing cybersecurity risks has become critical concern, increased reliance exposes projects breaches cyber threats. Additionally, integrating with existing systems can be complex costly, requiring careful planning resource allocation. era offers numerous practices. ability leverage AI analytics lead accurate forecasting risk management, improving overall outcomes. enable greater flexibility agility execution, allowing respond quickly changes Furthermore, focus transformation drive innovation, leading business competitive advantages. In conclusion, characterized by exciting Embracing effectively leveraging will crucial successful outcomes achieve strategic goals an increasingly world. Keywords: Future, Project Management, Age, Trends, Challenges.

Язык: Английский

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