Cyberattack detection methods for battery energy storage systems DOI Creative Commons

Nina Kharlamova,

Chresten Træhold,

Seyedmostafa Hashemi

et al.

Journal of Energy Storage, Journal Year: 2023, Volume and Issue: 69, P. 107795 - 107795

Published: June 8, 2023

Battery energy storage systems (BESSs) play a key role in the renewable transition. Meanwhile, BESSs along with other electric grid components are leveraging Internet-of-things paradigm. As downside, they become vulnerable to cyberattacks. The detection of cyberattacks against is becoming crucial for system redundancy. We identified gap existing BESS defense research and formulated new types attacks their methods. attack divided into forecast-based approach long-term pattern analysis. perform main factor analysis machine-learning-based methods forecast behavior BESS. In addition, we observe approaches that can be adapted cyber secure design. To provide thorough investigation, classified based on targeted battery service data features targets.

Language: Английский

State-of-the-art review on energy and load forecasting in microgrids using artificial neural networks, machine learning, and deep learning techniques DOI
Raniyah Wazirali, Elnaz Yaghoubi,

Mohammed Shadi S. Abujazar

et al.

Electric Power Systems Research, Journal Year: 2023, Volume and Issue: 225, P. 109792 - 109792

Published: Sept. 8, 2023

Language: Английский

Citations

113

Prospects and Challenges of the Machine Learning and Data-Driven Methods for the Predictive Analysis of Power Systems: A Review DOI Creative Commons
Wadim Striełkowski, Andrey Vlasov, Kirill Selivanov

et al.

Energies, Journal Year: 2023, Volume and Issue: 16(10), P. 4025 - 4025

Published: May 11, 2023

The use of machine learning and data-driven methods for predictive analysis power systems offers the potential to accurately predict manage behavior these by utilizing large volumes data generated from various sources. These have gained significant attention in recent years due their ability handle amounts make accurate predictions. importance particular momentum with transformation that traditional system underwent as they are morphing into smart grids future. transition towards embed high-renewables electricity is challenging, generation renewable sources intermittent fluctuates weather conditions. This facilitated Internet Energy (IoE) refers integration advanced digital technologies such Things (IoT), blockchain, artificial intelligence (AI) systems. It has been further enhanced digitalization caused COVID-19 pandemic also affected energy sector. Our review paper explores prospects challenges using provides an overview ways which constructing can be applied order them more efficient. begins description role operations. Next, discusses systems, including benefits limitations. In addition, reviews existing literature on this topic highlights used Furthermore, it identifies opportunities associated methods, quality availability, discussed. Finally, concludes a discussion recommendations research application future grid-driven powered IoE.

Language: Английский

Citations

56

Unleashing the potential of sixth generation (6G) wireless networks in smart energy grid management: A comprehensive review DOI Creative Commons
Mohammed H. Alsharif, Abu Jahid, Raju Kannadasan

et al.

Energy Reports, Journal Year: 2024, Volume and Issue: 11, P. 1376 - 1398

Published: Jan. 13, 2024

As the world continues to seek sustainable and efficient energy solutions, integration of advanced technologies into smart grid management (SEGM) becomes a paramount focus. The advent Sixth Generation (6G) wireless networks promises revolutionize way grids are monitored, controlled, optimized. This review paper explores potential 6G in context SEGM. It discusses vision techniques that can be harnessed unlock full capabilities networks. delves challenges opportunities presented by technology, addressing issues such as scalability, security, real-time monitoring, dynamic spectrum access. Moreover, it how enable seamless with other technologies, blockchain cybertwin, enhance resilience reliability grids. comprehensive aims shed light on transformative role networks, paving for intelligent future management.

Language: Английский

Citations

29

INTEGRATING SUSTAINABILITY INTO HVAC PROJECT MANAGEMENT: CHALLENGES AND OPPORTUNITIES DOI Creative Commons

Nwankwo Constance Obiuto,

Wisdom Ebirim,

Nwakamma Ninduwezuor-Ehiobu

et al.

Engineering Science & Technology Journal, Journal Year: 2024, Volume and Issue: 5(3), P. 873 - 887

Published: March 24, 2024

As environmental concerns continue to escalate, the integration of sustainability principles into project management practices has emerged as a crucial endeavor across various industries. In realm Heating, Ventilation, and Air Conditioning (HVAC) systems, where energy consumption impact are significant, incorporation sustainable presents both challenges opportunities. This review provides an overview opportunities associated with integrating HVAC management. Challenges in stem from factors, including technological limitations, cost considerations, organizational barriers. Technologically, adoption solutions often requires investments advanced equipment which may not always be readily available or affordable for all projects. Additionally, upfront costs implementing can perceived prohibitive, especially industries budget constraints prevalent. Moreover, inertia resistance change pose significant challenges, stakeholders hesitant deviate traditional methodologies. Despite these there exist ample Advancements technology, such development energy-efficient systems renewable integration, provide reduce while enhancing operational efficiency. Furthermore, growing emphasis on green building certifications, LEED (Leadership Energy Environmental Design), incentivizes by offering recognition financial benefits projects that meet stringent criteria. increasing awareness issues regulatory requirements underscores importance By aligning standards industry best practices, organizations mitigate risks non-compliance their reputation environmentally responsible entities. While persist, impact, enhance efficiency, foster culture innovation. addressing proactively leveraging opportunities, position themselves leaders management. Keywords: HVAC, Project Management, Challenges, Sustainability, Review.

Language: Английский

Citations

28

THE IMPACT OF SMART GRIDS ON ENERGY EFFICIENCY: A COMPREHENSIVE REVIEW DOI Creative Commons

Tosin Michael Olatunde,

Azubuike Chukwudi Okwandu,

Dorcas Oluwajuwonlo Akande

et al.

Engineering Science & Technology Journal, Journal Year: 2024, Volume and Issue: 5(4), P. 1257 - 1269

Published: April 10, 2024

Smart grids have emerged as a key technology in the quest for energy efficiency and sustainability. This review provides comprehensive analysis of impact smart on efficiency, highlighting findings, challenges, future directions. leverage advanced sensing, communication, control technologies to optimize generation, distribution, consumption electricity. By enabling two-way communication between utilities consumers, improve grid reliability, reduce losses, facilitate integration renewable sources. One findings this is significant efficiency. Studies shown that can by real-time monitoring usage. not only helps consumers their electricity bills but also reduces overall carbon footprint sector. However, deployment faces several including high upfront costs, interoperability issues, data privacy concerns. Addressing these challenges will be crucial widespread adoption technologies. Looking ahead, holds great promise further improving Emerging trends such Internet Things (IoT) integration, artificial intelligence (AI) algorithms, distributed resources (DERs) management are expected drive innovation In conclusion, transformative offering benefits utilities, environment. addressing cost realizing full potential grids. embracing emerging technologies, stakeholders enhance sustainability sector. Keywords: Impact, Grid, Energy, Efficiency, Review.

Language: Английский

Citations

26

Smart grids: A comprehensive survey of challenges, industry applications, and future trends DOI Creative Commons

Jadyn Powell,

Alex McCafferty-Leroux, Waleed Hilal

et al.

Energy Reports, Journal Year: 2024, Volume and Issue: 11, P. 5760 - 5785

Published: May 28, 2024

With the increasing energy demands of 21st century, there is a clear need for developing more sustainable method generation, distribution, and transmission. Modern power grid infrastructures are currently managing these aspects, though their outdated configuration results in rigid inefficient operation. The emerging technology Smart Grids offers innovative solutions to issues, utilizing advanced communication computation structures. Through integration bidirectional information flow, smart systems, renewable sources, next generation grids, enabling cooperativity, automation, efficiency. Even on small scales, proposed benefits Grid substantial maintaining use with growing demands. In this survey, we provide comprehensive overview technology, specifically focusing challenges presented by cybersecurity, interoperability, integration. These aspects were determined be most prevalent issues facing advancement Grids, global application. We discuss thoroughly, determining difficulties they induce literature. As such, survey intended reference other researchers, providing state-of-the-art approaches solving problems, as well offering insights ongoing future endeavors. Additionally, will highlight current state implementation through an analysis programs research being conducted academic institutions, industry, government.

Language: Английский

Citations

21

Fuel Cells: A Technical, Environmental, and Economic Outlook DOI Creative Commons

Ilham Sebbani,

Mohammed Karim Ettouhami,

Mouaad Boulakhbar

et al.

Cleaner Energy Systems, Journal Year: 2025, Volume and Issue: 10, P. 100168 - 100168

Published: Jan. 1, 2025

Language: Английский

Citations

3

The future energy internet for utility energy service and demand-side management in smart grid: Current practices, challenges and future directions DOI
Khadija Parvin, M. A. Hannan,

Looe Hui Mun

et al.

Sustainable Energy Technologies and Assessments, Journal Year: 2022, Volume and Issue: 53, P. 102648 - 102648

Published: Sept. 14, 2022

Language: Английский

Citations

58

Understanding blockchain applications in Industry 4.0: From information technology to manufacturing and operations management DOI
Muntaser Mohamed Nuttah, Paolo Roma, Giovanna Lo Nigro

et al.

Journal of Industrial Information Integration, Journal Year: 2023, Volume and Issue: 33, P. 100456 - 100456

Published: March 25, 2023

Language: Английский

Citations

39

A new technique for estimation of photovoltaic system and tracking power peaks of PV array under partial shading DOI

Ola Ragb,

H. Bakr

Energy, Journal Year: 2023, Volume and Issue: 268, P. 126680 - 126680

Published: Jan. 14, 2023

Language: Английский

Citations

35