Smart grids and renewable energy systems: Perspectives and grid integration challenges

Energy Strategy Reviews, Год журнала: 2024, Номер 51, С. 101299 - 101299

Опубликована: Янв. 1, 2024

Язык: Английский

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Energy 4.0: AI-enabled digital transformation for sustainable power networks

Computers & Industrial Engineering, Год журнала: 2024, Номер 193, С. 110253 - 110253

Опубликована: Май 24, 2024

Язык: Английский

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An adaptive metaheuristic optimization approach for Tennessee Eastman process for an industrial fault tolerant control system

PLoS ONE, Год журнала: 2024, Номер 19(2), С. e0296471 - e0296471

Опубликована: Фев. 21, 2024

The Tennessee Eastman Process (TEP) is widely recognized as a standard reference for assessing the effectiveness of fault detection and false alarm tracking methods in intricate industrial operations. This paper presents novel methodology that employs Adaptive Crow Search Algorithm (ACSA) to improve identification capabilities mitigate occurrence alarms TEP. ACSA an optimization approach draws inspiration from observed behavior crows their natural environment. algorithm possesses capability adapt its search response changing dynamics process. primary objective our research devise monitoring strategy adaptable nature, with aim efficiently identifying faults within TEP while simultaneously minimizing alarms. applied order enhance variables, thresholds, decision criteria selection configuration. When compared traditional static approaches, ACSA-based better at finding reducing because it adapts well changes process disturbances. In assess efficacy suggested methodology, we have conducted comprehensive simulations on dataset. findings suggest based demonstrates superior rates concurrently mitigating frequency addition, flexibility allows manage variations, disturbances, uncertainties, thereby enhancing robustness reliability practical scenarios. To validate proposed approach, extensive were results indicate achieves higher Moreover, adaptability enables effectively handle making robust reliable real-world applications. contributions this extend beyond TEP, adaptive utilizing can be other complex processes. study provide valuable insights into development advanced techniques, offering significant benefits terms safety, reliability, operational efficiency.

Язык: Английский

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A review on harmonic elimination and mitigation techniques in power converter based systems

Electric Power Systems Research, Год журнала: 2024, Номер 234, С. 110573 - 110573

Опубликована: Июнь 12, 2024

Язык: Английский

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Advanced Statistical and Meta-Heuristic Based Optimization Fault Diagnosis Techniques in Complex Industrial Processes: A Comparative Analysis

IEEE Access, Год журнала: 2023, Номер 11, С. 104373 - 104391

Опубликована: Янв. 1, 2023

Industrial processes are nonlinear and complicated, requiring accurate fault identification to minimize performance deterioration respond quickly emergencies. This work investigates industrial process defect isolation, which is analytically difficult owing their complexity. paper carefully analyzes four design methods for flaw isolation based on Principal Component Analysis (PCA), Fisher Discriminant (FDA), Kernel (KFDA), Sequential quadratic programming (SQP). Our study includes the Tennessee Eastman Process (TEP) Penicillin Fermentation (PFP), among other comparable methods. We assess proposed detection through detailed analysis comparison. The simulation findings from our extensive investigation provide remarkable insights. Simulation show that FDA KFDA well in but PCA has certain limits. also considered SQP as a TEP improvement tool. noted its success restricted optimization problems, making it ideal complicated processes. Data-driven approaches increase problem with greater reliability efficiency than PCA-based shows advanced data-driven techniques can improve diagnosis, improving operational safety system by leveraging FDA, KFDA, SQP.

Язык: Английский

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Cybersecurity in microgrids: A review on advanced techniques and practical implementation of resilient energy systems

Energy Strategy Reviews, Год журнала: 2025, Номер 58, С. 101654 - 101654

Опубликована: Фев. 5, 2025

Язык: Английский

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Navigating Pharma 4.0

International Journal of Service Science Management Engineering and Technology, Год журнала: 2025, Номер 15(1), С. 1 - 35

Опубликована: Март 12, 2025

This paper investigates real-time monitoring and alert systems to enhance pharmaceutical traceability patient safety, focusing on the impact of Internet Things, blockchain, machine learning. It also examines lack these in Middle East. Using Preferred Reporting Items for Systematic Reviews Meta-Analyses method, literature was reviewed across 63 academic journals analyze existing research systematically. Effective Pharma 4.0 is crucial safety product integrity, though gaps remain despite technological progress. Real-time are essential, with key challenges including integration, data standardization, compliance, cost-effectiveness. The study's insights valuable industry managers, practitioners, scholars traceability. builds work by addressing persistent emphasizing comprehensive approaches traceability, highlighting need improved technology healthcare systems.

Язык: Английский

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Incorporating Resilience into HAZOP to Enhance Process Safety in Industrial Facilities

Journal of Loss Prevention in the Process Industries, Год журнала: 2025, Номер unknown, С. 105630 - 105630

Опубликована: Март 1, 2025

Язык: Английский

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A comprehensive analysis of silicon photonic switching chips

Optical and Quantum Electronics, Год журнала: 2025, Номер 57(4)

Опубликована: Апрель 13, 2025

Язык: Английский

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Root Cause Diagnosis in Process Industry via Bayesian Network Enhanced by Prior Knowledge and Randomized Optimization

Chemical Engineering Science, Год журнала: 2025, Номер unknown, С. 121683 - 121683

Опубликована: Апрель 1, 2025

Язык: Английский

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