Manisha Chandna
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View article: Evaluating the role of employee training and development programs on organizational performance
Evaluating the role of employee training and development programs on organizational performance Open
Training and development programs affect organizational performance by influencing key variables, such as training frequency, quality, type, worker motivation, and top management support. As firms increasingly recognize the value of human …
View article: Recognizing attack indicators in IoT with an innovative machine learning approach
Recognizing attack indicators in IoT with an innovative machine learning approach Open
The interconnected system consisting of tangible items featuring the capacity to transmit information is called the Internet of Things (IoT). The design encompasses various gadgets, including industrial machinery and electrical appliances.…
View article: Machine Learning Approaches for Fault Detection in Renewable Microgrids
Machine Learning Approaches for Fault Detection in Renewable Microgrids Open
This paper presents a novel use of machine learning techniques for identifying faults in renewable microgrids within the field of decentralized energy systems. The study investigates the effectiveness of machine learning models in identify…
View article: Catalytic Conversion of Biomass to Biofuels using Green Nanocatalysts
Catalytic Conversion of Biomass to Biofuels using Green Nanocatalysts Open
This research examines the process of converting biomass into biofuels using environmentally friendly nanocatalysts. The aim is to meet the growing need for renewable energy sources and reduce the negative effects on the environment. Vario…
View article: Sustainable Production of Hydrogen from Biomass using Pyrolysis
Sustainable Production of Hydrogen from Biomass using Pyrolysis Open
This study uses biomass to produce hydrogen from biomass via pyrolysis to meet renewable energy demand and reduce environmental effect. Pyrolysis revealed substantial variations in cellulose, hemicellulose, and lignin content in biomass sa…
View article: Assessing the Risk of Climate-induced Natural Disasters using Risk Assessment Models
Assessing the Risk of Climate-induced Natural Disasters using Risk Assessment Models Open
The escalation of climate-induced natural disasters—such as hurricanes, floods, droughts, and wildfires—constitutes an increasing hazard to populations and infrastructure globally. This research examines the incorporation of risk assessmen…
View article: Carbon Capture and Storage Optimization with Machine Learning using an ANN model
Carbon Capture and Storage Optimization with Machine Learning using an ANN model Open
The purpose of this study is to evaluate the accuracy of predictions regarding the work capacity of CO 2 and the selectivity of MOF, using machine learning methodologies in relation to CO 2 /N 2 . A dataset was used that includes numerous …