Journal of Energy Storage, Год журнала: 2022, Номер 57, С. 106215 - 106215
Опубликована: Дек. 8, 2022
Язык: Английский
Energy Conversion and Management, Год журнала: 2023, Номер 280, С. 116809 - 116809
Опубликована: Фев. 21, 2023
Язык: Английский
Процитировано
92
Energies, Год журнала: 2023, Номер 16(10), С. 4025 - 4025
Опубликована: Май 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.
Язык: Английский
Процитировано
56
Nature Energy, Год журнала: 2024, Номер 9(4), С. 491 - 503
Опубликована: Апрель 24, 2024
Abstract On the path to climate neutrality, global production locations and trade patterns of basic materials might change due heterogeneous availability renewable electricity. Here we estimate ‘renewables pull’, that is, energy-cost savings, for varying depths relocation three key tradable energy-intensive industrial commodities: steel, urea ethylene. For an electricity-price difference €40 MWh −1 , find respective savings 18%, 32% 38%, which might, despite soft factors in private sector, lead green relocation. Conserving today’s by shipping hydrogen is substantially costlier, whereas trading intermediate products could save costs while keeping substantial value creation renewable-scarce importing regions. In regions, a societal debate on macroeconomic, geopolitical implications needed, potentially resulting selective policies green-relocation protection.
Язык: Английский
Процитировано
33
Sustainability, Год журнала: 2024, Номер 16(2), С. 731 - 731
Опубликована: Янв. 15, 2024
The transition from traditional fuel-dependent energy systems to renewable energy-based has been extensively embraced worldwide. Demand-side flexibility is essential support the power grid with carbon-free generation (e.g., solar, wind.) in an intermittent nature. As extensive consumers, commercial and industrial (C&I) consumers can play a key role by extending their participating demand response. Onsite reduce consumption grid, while storage (ESSs) variable shift storing for later use. Both technologies increase benefit integrating However, lack of knowledge about applicability increasing hinders active participation C&I response programs. This survey paper provides overview this context following methodology step-by-step literature review covering period 2013 2023. focuses on application onsite integrated presented analysis. also examines potential wastewater treatment plants. extended research plant identifies opportunities coupling biogas PV, extracting thermal hydrogen production. Finally, analysis summarised, followed critical recommendations future research.
Язык: Английский
Процитировано
17
Energy Conversion and Management X, Год журнала: 2025, Номер unknown, С. 100880 - 100880
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
3
Nature Energy, Год журнала: 2022, Номер 7(5), С. 448 - 458
Опубликована: Апрель 25, 2022
Язык: Английский
Процитировано
61
Renewable and Sustainable Energy Reviews, Год журнала: 2023, Номер 184, С. 113534 - 113534
Опубликована: Июль 24, 2023
High penetration of electric vehicles (EVs) has resulted in an increasing need for charging infrastructure and efficient smart coordination EVs. In addition to residential public charging, destination is another important mode EV it the potential cover residual demand. Understanding factors strategies that ensure a sustainable business therefore utmost importance. Literature on topic growing exponentially, but terminology used describe remained ambiguous. Hence, this paper systematically classifies literature focused charging. doing so, various tariffs models associated with are reviewed comprehensive discussion their profitability availability provided. Recent categorized clarify commonly terminology. Destination then classified, real-world initiatives summarized. The analysis contained shows further research work should account user behavior obstacles faced by intended scale determine suitable strategy. It also recognized implicit understudied be investigated because they may circumvent problems encountered programs.
Язык: Английский
Процитировано
34
Energies, Год журнала: 2023, Номер 16(13), С. 5155 - 5155
Опубликована: Июль 4, 2023
Demand Side Management (DSM) is a cost-effective approach to managing electricity networks, aimed at reducing capacity requirements and costs, increasing the penetration of renewable generation, power system emissions. This review article explores distinctive characteristics demand in industrial, commercial, residential sectors, their relationship successful implementation DSM. The constraints considerations for DSM are characterized as technical, economic, behavioral factors, such process requirements, business operation constraints, consumer decisions, respectively. By considering all three types factors impacts each sector, this contributes novel insights that can inform future industrial commercial sectors found be primarily constrained by technical considerations, while sector also subject economic constraints. Conversely, human behavior outcomes, highly variable, largest contributor peak demand. identifies sector-specific opportunities enhance uptake. Industrial uptake will benefit from technological improvements; enhanced incentivization; improved understanding interactions between behavior, energy use. Finally, investigates models concludes agent-based best suited integrating these into models, thereby driving DSM, particularly important sector.
Язык: Английский
Процитировано
33
Applied Energy, Год журнала: 2023, Номер 342, С. 121178 - 121178
Опубликована: Май 5, 2023
Язык: Английский
Процитировано
25
Renewable and Sustainable Energy Reviews, Год журнала: 2023, Номер 192, С. 114245 - 114245
Опубликована: Дек. 28, 2023
Energy transition requires a high penetration of reliable and flexible renewable energy. To do so, low-cost, efficient, capacity environmentally friendly storage technologies to manage the mismatch between energy production demand are required. Carnot Batteries considered as promising solutions tackling these requirements storing electrical thermal releasing it whenever necessary while operating on reversible thermodynamic cycles. In Batteries, power is managed through rotating machines, such compressors turbines, stored heat in storages. recent years, cycles exploiting Carbon Dioxide (CO2) fluid, sub-critical, trans-critical supercritical conditions, gaining major interest, thanks their versatility performance, especially for large scale applications. This paper provides an in-depth review state art global R&D activities use carbon dioxide Battery application, providing preliminary market technology maturity breakdown. Different studies CO2-Carnot at industrial academic levels discussed detail highlighting novelty improvement methods. Detailed information battery parameters charging, discharging have been listed critically analysed, finally concluding with SWOT (Strength, Weakness, Opportunity, Threats) TRL (Technology Readiness Level) analyses future developments.
Язык: Английский
Процитировано
23