Light emitting diodes (LED) become an effective lighting solution because of the characteristics of energy efficiency, flexible controllability, and extended lifetime. They find use in numerous lighting systems for residents, industries, enterprises, and street lighting applications. The efficiency and trustworthiness of the LED systems considerably based on the thermal mechanical loading improved several degradation schemes and respective interfaces. The complication of the LED systems limits the theoretic interpretation of the core reasons for the luminous variation or the formation of the direct correlation among the thermal aging loading and the luminous output. Therefore, this article designs a new Hybrid Henry Gas Solubility Optimization with deep learning (HHGSO-DL) algorithm for LED driver system design. The presented HHGSO-DL technique mainly concentrates on the derivation of empirical relationships among the design parameters, thermal aging loading, and luminous outcomes of the LED product. In the presented HHGSO-DL technique, bidirectional long short-term memory (BiLSTM) algorithm is executed for examining the empirical relationship and its hyperparameters can be tuned by the HHGSO algorithm. In this work, the HHGSO algorithm is derived by the integration of traditional HGSO algorithm with oppositional based learning (OBL) concept. The performance of the HHGSO-DL technique can be investigated on LED chip packaging and LED luminaire with thermal aging loading. The extensive results demonstrate the promising performance of the HHGSO-DL technique over other state of art approaches.
The coronavirus is a type of virus that can cause a variety of illnesses, from minor respiratory infections to serious pneumonia. The coronavirus (COVID-19) is a brand-new form of coronavirus that has never been seen in humans before. The virus's first case was discovered in Wuhan. The first incident in Oman included a trip to Iran. The impact of coronavirus (COVID-19) is having a significant impact on every aspect of our lives in the Middle East and other countries across the world. The local government has made every effort to reduce the impact of this virus on citizens and residents by launching a national campaign for Oman Vs. COVID-19 and the work from home (WFH) initiative were very successful during the lockdown in support of companies, according to the mandate of the government. The present study aims to explore the role of various initiatives taken by authorities and measures the other viable options to the pandemic. Omanis trust the country's ability to rebound from the global COVID-19 pandemic and in the country's ability to outperform other countries in the region in terms of economic growth. It concludes that the authorities have considered adopting emergency measures to assist residents in managing their work and care, to strengthen and expand income support measures, to broaden support for SMEs and self-employed people, and to improve measures for health care services for all.
Objectives: In the context of Oman, this study attempts to explore the goals of Islamic banking and to comprehend its dynamics in the integrated global market. Methods: The study examines the history of Islamic banks and uses a descriptive case study methodology while using a descriptive narrative about the fundamentals of Islamic banking. A purposeful sampling strategy is used that relates to many facets of the Omani Banking Sector. Findings:The study found that the emergence of more Islamic banks, the expansion of conventional banks that provide Islamic (Shari'a -compliant) goods and services through a "special window," and shifting patterns of consumer tastes have all contributed to Oman's Islamic banking sector's rapid growth over the last decade (adoption of Islamic products). During the research period, Oman's Islamic banking industry continued to help the businesses prosper in an Islamic way. Novelty: Islamic banking was still a novelty in Oman in the 2010s. However, they are designed to serve both followers of Islam and secularists. They have a dual presence in online and offline platforms and manage the flow of money between people and businesses. Conversely, it is necessary to adopt a critical approach to get an assurance that a bank respects and upholds Shari'a law's values for its audience and justify whether Islamic banking is currently at a turning point.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
hi@scite.ai
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.