Off-Grid Hybrid Renewable Energy System Operation in Different Scenarios for Household Consumers DOI Creative Commons
Teodor Pop, Constantin Ungureanu, Radu Dumitru Pentiuc

et al.

Energies, Journal Year: 2023, Volume and Issue: 16(7), P. 2992 - 2992

Published: March 24, 2023

Off-grid hybrid renewable energy systems represent the most modern and flexible solutions that can cover a wide range of efficiency needs for household consumers. In current context, these must be taken into account by consumers, given fact price has increased. This paper proposes an experimental analysis behavior such system, in real operating conditions, considering two sources, wind photovoltaic using stand. It considered testing platform production systems, power installed sources scaled up. The advantage allowing implementation different load curves through programmable logic controller; this way, it is possible to evaluate degree coverage consumption produced from north-east Romania, Suceava County region. study also involves storage capacity relation electricity sources. regard, three scenarios differentiated state charge (30%, 50% 70%) have been established. results indicate that, each imposed scenarios, required (42%, 47% 53%), which stored batteries (39%, 28% 18%) added.

Language: Английский

Machine Learning Classification and Prediction of Wind Estimation Using Artificial Intelligence Techniques and Normal PDF DOI Open Access
Hiba H. Darwish, Ayman Al‐Quraan

Sustainability, Journal Year: 2023, Volume and Issue: 15(4), P. 3270 - 3270

Published: Feb. 10, 2023

Estimating wind energy at a specific site depends on how well the real data in that area can be represented using an appropriate distribution function. In fact, sites differ extent to which their from one region another, despite widespread use of Weibull function representing speed various locations world. this study, new probability model (normal PDF) was tested implement several Jordan. The results show high compatibility between and resources Therefore, used estimate values extracted turbines compared those obtained by PDF. Several artificial intelligence techniques were (GA, BFOA, SA, neuro-fuzzy method) predict parameters both normal PDFs reflected conjunction with actual observed probabilities. Afterward, goodness fit decided aid two performance indicators (RMSE MAE). Surprisingly, (PDF) outstripped PDF, interestingly, BFOA SA most accurate methods. last stage, machine learning classify error level estimated based trained PDF parameters. proposed novel methodology aims parameters, as subsequent calculation phases depend proper selection these Hence, 24 classifier algorithms study. medium tree shows best accuracy training time points view, while ensemble-boosted trees poor regarding providing correct predictions.

Language: Английский

Citations

22

Advancements and Challenges in Integrating Renewable Energy Sources Into Distribution Grid Systems: A Comprehensive Review DOI
Surender Singh, Saurabh Singh

Journal of Energy Resources Technology, Journal Year: 2024, Volume and Issue: 146(9)

Published: May 10, 2024

Abstract The issues in integrating renewable energy sources (RES) into distribution grid structures are thoroughly examined this research. It highlights how important integration is to updating the system and attaining environmental goals. study explores specific problems confronted by means of on-grid power structures, along with overall performance metrics compatibility issues. Additionally, it presents a thorough assessment attributes various RES hybrid systems, together technology from fields solar, wind, batteries, biomass. To be able spotlight significance innovative solutions inside dispersed environment, combined heat investigated. This addresses numerous better comprehend their intricacies. viability supported real-world case studies that provide operational examples generation systems. concludes discussing technical, financial, grid-related associated distributed generating systems' limits highlighting contribution cutting-edge artificial intelligence removal. In conclusion, report development toward smarter grids improved capacities as essential component robust sustainable future.

Language: Английский

Citations

7

Maximum Power Point Tracking Techniques for Photovoltaic Panel: A Review and Experimental Applications DOI Creative Commons
Mohamed Derbeli, Cristian Napole, Óscar Barambones

et al.

Energies, Journal Year: 2021, Volume and Issue: 14(22), P. 7806 - 7806

Published: Nov. 22, 2021

This article contains a review of essential control techniques for maximum power point tracking (MPPT) to be applied in photovoltaic (PV) panel systems. These devices are distinguished by their capability transform solar energy into electricity without emissions. Nevertheless, the efficiency can enhanced provided that suitable MPPT algorithm is well designed obtain performance. From analyzed algorithms, four different types were chosen an experimental evaluation over commercial PV system linked boost converter. As reference corresponds depended on irradiation and temperature, artificial neural network (ANN) was used as generator where high accuracy achieved based real data. tool implementation sliding mode controller (SMC), fuzzy logic (FLC) model predictive (MPC). The outcomes allowed conclusions each has advantages disadvantages depending various factors related hardware software.

Language: Английский

Citations

39

Minimizing the Utilized Area of PV Systems by Generating the Optimal Inter-Row Spacing Factor DOI Open Access
Ayman Al‐Quraan, Mohammed Al‐Mahmodi, Khaled Alzaareer

et al.

Sustainability, Journal Year: 2022, Volume and Issue: 14(10), P. 6077 - 6077

Published: May 17, 2022

In mounted photovoltaic (PV) facilities, energy output losses due to inter-row shading are unavoidable. order limit the shadow cast by one module row on another, sufficient space must be planned. However, it is not uncommon see PV plants with such close spacing that occur owing row-to-row effects. Low prices and high ground costs lead configurations, so maximum per available surface area prioritized over optimum production peak power. For any applications where plant power needs calculated, an exact analysis of influence generation required. this paper, effective methodology proposed discussed in detail, ultimately, enable system designers identify optimal between arrays generating a multiplier factor. The factor mathematically formulated generated general formula for geographical location including flat non-flat terrains. developed model implemented using two case studies different terrains, provide wider context. first Kingdome Saudi Arabia (KSA) provinces, giving terrain study; estimated direct use systems designer. second water pump agricultural watering renewable sources, study Dhamar, Al-Hada, Yemen. study, limited-area applications. Therefore, minimized each other avoided, simple design methodology.

Language: Английский

Citations

22

P2P trading mode for real-time coupled electricity and carbon markets based on a new indicator green energy DOI

Longze Wang,

Yan Zhang, Zhehan Li

et al.

Energy, Journal Year: 2023, Volume and Issue: 285, P. 129179 - 129179

Published: Sept. 22, 2023

Language: Английский

Citations

13

A data-driven analysis of renewable energy management: a case study of wind energy technology DOI
Fatma Altuntaş, Mehmet Şahin Gök

Cluster Computing, Journal Year: 2023, Volume and Issue: 26(6), P. 4133 - 4152

Published: Jan. 21, 2023

Language: Английский

Citations

12

Integration of Edge Computing-Enabled IoT Monitoring and Sharded Blockchain in a Renewable Energy-Based Smart Grid System DOI

Ramaraj Alaguraj,

C. Kathirvel

Electric Power Components and Systems, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 16

Published: Jan. 9, 2024

An innovative cutting-edge smart grid system that integrates Internet of Things (IoT) with Blockchain technology is presented in this work. The harnesses the potential Renewable Energy Sources (RESs) like Photovoltaic (PV) and Wind Conversion System (WECS) to meet growing energy demands. Edge computing enabled IoT sharded blockchain proposed strengthen functionality grid. Moreover, infrastructure enables seamless communication coordination between various components, facilitating optimal generation, consumption, management. Furthermore, implementation architecture ensures secure transparent transactions within ecosystem. represents significant advancement renewable integration, combining PV, WECS, Storage (ESS) edge blockchain. Through rigorous simulation analysis, remarkable advantages these innovations are quantified. integration enhances transaction throughput by 300%, achieving 5000 per second, while reducing confirmation latency 3 s. It maintains 99.9% data integrity, achieves 98% privacy compliance via encryption, exhibits robust resilience against cyber threats, securing energy-related

Language: Английский

Citations

4

Using new control strategies to improve the effectiveness and efficiency of the hybrid power system based on the battery storage system DOI Creative Commons

Karima Boutaghane,

Habib Benbouhenni,

N. Bennecib

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: Feb. 8, 2025

Hybrid energy systems (HESs) are integrated that have successfully addressed the problems of meeting increasing demand for electrical power. Like all known power systems, and stream quality among most important issues in addition to durability HES. In this study, battery-powered HES is presented, where designed system consists a wind photovoltaic (PV) system. The strategy maximum point (MPP) tracking (MPPT) based on adaptive neuro-fuzzy inference (ANFIS) method used command PV system, MPPT neural used. These proposed strategies do not need mathematical model studied augment robustness stability, performance great. Also, fractional-order proportional-integral regulator integral sliding mode control approach combined battery-based storage particle swarm optimization was estimate gain values resulting controller. realized using MATLAB, competence tested under different work scenarios. results showed excellent efficacy were compared with conventional control. simulation case speed being 12 m/s, rise time, response MPP, steady-state error (SSE) improved by rates estimated at 99.32%, 60%, 1.5%, respectively perturbations observations-based approach. Compared traditional strategy, ANFIS-MPPT improves SSE, time irradiation, which takes value 1000 W/m2, percentages 18%, 94.70%, 69.23%, respectively. PSO-FOPI-ISMC harmonic distortion current second test 55.20% 72.90% 1 2, respectively, make great importance future other industrial applications.

Language: Английский

Citations

0

Performance Analysis of Grid-Connected Distributed Generation System Integrating a Hybrid Wind-PV Farm Using UPQC DOI Creative Commons

Tongfei Lei,

Saleem Riaz, Noor Zanib

et al.

Complexity, Journal Year: 2022, Volume and Issue: 2022(1)

Published: Jan. 1, 2022

This work presents a distributed generation system (DG) that combines of wind turbine (WT) and photovoltaic (PV) using unified power quality conditioner (UPQC). Along with providing active (AP) to the utility grid, Wind‐PV‐UPQC improves PQ indicators, for example, voltage drops/surges, harmonics grid voltages, PF. Since depends on dual compensation scheme, parallel converter works as sinusoidal source, while series current source. In this way, smooth transition from operation island vice versa can be achieved without load transitions. addition, in order overcome problems through abrupt solar radiation or speed variations, faster balance is between turbines, PV array, FFCL pursue production references converter. Consequently, dynamic reactions currents dc bus are enhanced. A comprehensive analysis flow AP converters done ensure proper understanding how works. Finally, simulation results shown estimate static performance conjunction distribution system.

Language: Английский

Citations

18

Optimal operation of multi-source electric vehicle connected microgrid using metaheuristic algorithm DOI

N. S. Jayalakshmi,

Vinay Kumar Jadoun, D. N. Gaonkar

et al.

Journal of Energy Storage, Journal Year: 2022, Volume and Issue: 52, P. 105067 - 105067

Published: June 14, 2022

Language: Английский

Citations

18