Browsing by Subject "ANN"
Now showing items 1-10 of 10
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ANN-based system for a discrimination between unbalanced supply voltage and phase loss in induction motors
( Institution of Engineering and Technology , 2014 , Conference Paper)It is documented that almost 98% of all voltage generated by electric utilities has up to 3% unbalance. Single phasing fault deserves special attention since phase loss is considered the worst case of unbalanced supply ... -
Case Study: Predicting Future Forex Prices Using MLP and LSTM Models
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)This study compiles 10 years of past daily closing prices for numerous trading assets, and economic reports. The data will be used to train, test, and validate a variety of ANN and LSTM models. This paper introduces a ... -
Data-Driven Intelligent Model for Sale Price Prediction and Monitoring of a Building
( Springer , 2020 , Book chapter)The construction cost forecasting and monitoring plays an important role in a building condition assessment. The construction cost of a building (CCB) not only depends on the method of construction, equipment, labor, and ... -
Impact of green manufacturing practices on organisational performance in Indian context: An empirical study
( Elsevier Ltd , 2016 , Article)This study presents an empirical assessment and guides about measuring impact of GM (green manufacturing) practices on organisational performance in Indian context. The research approach is to extract critical GM factors ... -
Modeling the flow behavior of Haynes 214 superalloy during hot deformation using mathematical and artificial intelligence-based models
( Elsevier , 2022 , Article)This work proposes, enhances, and compares various mathematical and artificial intelligence-based models for the modeling and prediction of the flow behavior of Haynes 214 superalloy at hot deformation. The utilized models ... -
Modelling of multiple biodiesel-emitted nitrogen oxides using ANN approach
( Elsevier , 2023 , Article)This research paper focuses on modelling of nitrogen oxides emitted by diesel engine for multiple biodiesel blends. A lot of research work has observed that the properties of biodiesel blends affect the nitrogen oxide ... -
Open and closed-loop motor control system with incipient broken rotor bar fault detection using current signature
( IEEE , 2014 , Conference Paper)Motor drive system is considered the most important asset in industrial applications. Detection of broken rotor bars has long been important but difficult job in detection area of incipient motor faults. The need for highly ... -
Power Management of Hybrid Grid System With Battery Deprivation Cost Using Artificial Neural Network
( Frontiers Media S.A. , 2021 , Article)Continuous power supply in an integrated electric system supplied by solar energy and battery storage can be optimally maintained with the use of diesel generators. This article discusses the optimum setting-point for ... -
Prediction of Optimal Hexagonal Interior Angle for Energy Absorption: Ann to Predict In-Between Experimental Data
(2021 , Master Thesis)This thesis's proposed strategic procedure is to predict the interior angle of a hexagonal passive energy absorber structure based on specific properties using an ANN model, which has a great potential to be used as ... -
Spatial Assessment of COVID-19 First-Wave Mortality Risk in the Global South
( Routledge , 2022 , Article)The coronavirus disease (COVID-19) that appeared in 2019 gave rise to a major global health crisis that is still topping global health, socioeconomic, and intervention program agendas. Although the outbreak of COVID-19 has ...