Priya Gupta

About Priya Gupta

Priya Gupta, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Indian Institute of Technology Roorkee, specializes in the field of Solar resource variability assessment, Machine Learning, Time series analysis, Power system.

His recent articles reflect a diverse array of research interests and contributions to the field:

Combining a deep learning model with multivariate empirical mode decomposition for hourly global horizontal irradiance forecasting

Combining simple and less time complex ML models with multivariate empirical mode decomposition to obtain accurate GHI forecast

Forecasting hourly day-ahead solar photovoltaic power generation by assembling a new adaptive multivariate data analysis with a long short-term memory network

Application of Noise-Assisted Multivariate Data Analysis for Hour-Ahead GHI Forecasting

Indirect Forecasting of Hourly PV Power Generation Based on a Hybrid Model Combining Data Analysis and Machine Learning Technique

PV power forecasting based on data-driven models: a review

Univariate model for hour ahead multi-step solar irradiance forecasting

Priya Gupta Information

University

Position

Research Scholar at

Citations(all)

95

Citations(since 2020)

94

Cited By

2

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

2

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Priya Gupta Skills & Research Interests

Solar resource variability assessment

Machine Learning

Time series analysis

Power system

Top articles of Priya Gupta

Title

Journal

Author(s)

Publication Date

Combining a deep learning model with multivariate empirical mode decomposition for hourly global horizontal irradiance forecasting

Renewable Energy

Priya Gupta

Rhythm Singh

2023/4/1

Combining simple and less time complex ML models with multivariate empirical mode decomposition to obtain accurate GHI forecast

Energy

Priya Gupta

Rhythm Singh

2023/1/15

Forecasting hourly day-ahead solar photovoltaic power generation by assembling a new adaptive multivariate data analysis with a long short-term memory network

Sustainable Energy, Grids and Networks

Priya Gupta

Rhythm Singh

2023/9/1

Application of Noise-Assisted Multivariate Data Analysis for Hour-Ahead GHI Forecasting

Priya Gupta

Rhythm Singh

2023/6/11

Indirect Forecasting of Hourly PV Power Generation Based on a Hybrid Model Combining Data Analysis and Machine Learning Technique

Priya Gupta

Rhythm Singh

2022/10/17

PV power forecasting based on data-driven models: a review

Priya Gupta

Rhythm Singh

2021/11/2

Univariate model for hour ahead multi-step solar irradiance forecasting

Priya Gupta

Rhythm Singh

2021/6/20

See List of Professors in Priya Gupta University(Indian Institute of Technology Roorkee)