LSTM based 24 hours ahead forecasting of solar PV system for standalone household system
SU Sabareesh, KSN Aravind, KB Chowdary… - Procedia Computer …, 2023 - Elsevier
A rapid expansion in the technology of solar PV energy in recent years has paved the way
for PV market to grow resulting in a cost reduction in material. Hence, technological …
for PV market to grow resulting in a cost reduction in material. Hence, technological …
[HTML][HTML] Deep learning techniques for transmission line fault classification–A comparative study
PK Shukla, K Deepa - Ain Shams Engineering Journal, 2024 - Elsevier
Despite advancements in technology, power system faults leading to electric power
interruption remain a significant issue. Efficient restoration of the power system relies on the …
interruption remain a significant issue. Efficient restoration of the power system relies on the …
Support Vector Machine based Short Term Solar Power Prediction
U Kumar, S Syama - 2022 6th International Conference on …, 2022 - ieeexplore.ieee.org
As solar energy is one of the most abundant sources of renewable energy, there has been
substantial fluctuations in the energy supply from PV systems when used with power grids …
substantial fluctuations in the energy supply from PV systems when used with power grids …
Visual Defect Identification and Prediction of Remaining Useful Lifefor Automobile Components
Predicting remaining useful life for automobile components is important. This helps in
optimal use of component and replace it only when absolutely needed. This saves cost too …
optimal use of component and replace it only when absolutely needed. This saves cost too …
Rainfall Prediction Enhancement Using SMOTE and Machine Learning Algorithms
RH Kumar, BV Prasad, H Yadav… - 2024 15th …, 2024 - ieeexplore.ieee.org
Rainfall prediction is not an easy task when utilizing conventional approaches. For many
stakeholders, including people planning their daily lives, farmers caring their crop, and …
stakeholders, including people planning their daily lives, farmers caring their crop, and …
A Scalable Machine Learning Model for Sales Forecasting using PySpark
T Harshitha, S Tanya, T Jaswanthi… - 2024 International …, 2024 - ieeexplore.ieee.org
Sales forecasting is a useful tool used for estimating future demand and sales. It provides
insightful information for strategic decision-making, resource allocation, and inventory …
insightful information for strategic decision-making, resource allocation, and inventory …
Wind Power Prediction using Transformers: A Federated Learning Approach
An increasingly popular renewable energy source is wind power. It aids in overcoming the
depletion of non-renewable energy sources and moves a nation closer to sustainable …
depletion of non-renewable energy sources and moves a nation closer to sustainable …
Diabetic Retinopathy using OCT Images
KP Shah, SN Sah, O Kothari, T Singh… - 2024 15th International …, 2024 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a serious microvascular complication of diabetes mellitus and a
very prevalent cause of vision loss worldwide. Fundus Images till now is used as gold …
very prevalent cause of vision loss worldwide. Fundus Images till now is used as gold …
A Strategic Analysis of Food Demand Using Machine Learning and Explainable AI
M Adith, P Katti, D Gupta - 2024 IEEE 9th International …, 2024 - ieeexplore.ieee.org
The growing importance of meal demand forecasting is increasingly recognized as vital for
business growth, aiding in efficient procurement planning and minimizing waste. This paper …
business growth, aiding in efficient procurement planning and minimizing waste. This paper …
Optimizing flight choices with weather forecast-based recommendations
J Kapardhi, KV Vineetha - AIP Conference Proceedings, 2024 - pubs.aip.org
Implementing machine learning and deep learning approaches for the solution identification
for real-time problems like flight recommendation system based on the weather is a novel …
for real-time problems like flight recommendation system based on the weather is a novel …