Ravi Pandit

机构: Lecturer (Assistant Professor) in Instrumentation and AI, Cranfield University

主页: cranfield.ac.uk

每年引用次数

引用次数

引用: 1,011

H-指数: 18

I10-指数 : 27

出版物: 53

标题

引用次数

年份

QQ plot for assessment of Gaussian Process wind turbine power curve error distribution function

David Infield , Ravi Pandit
9th European Workshop on Structural Health Monitoring Series (EWSHM) : EWSHM 2018 0123

2018

Operational Variables for Improving Industrial Wind Turbine Yaw Misalignment Early Fault Detection Capabilities Using Data-Driven Techniques

David Infield , Tim Dodwell , Ravi Pandit
IEEE Transactions on Instrumentation and Measurement 70 1 -8

2021

Gaussian process operational curves for wind turbine condition monitoring

Ravi Pandit , David Infield
Energies 11 ( 7) 1631

2018

SCADA Data-Based Support Vector Machine Wind Turbine Power Curve Uncertainty Estimation and Its Comparative Studies

Ravi Pandit , Athanasios Kolios
Applied Sciences 10 ( 23) 8685

2020

Comparative analysis of binning and support vector regression for wind turbine rotor speed based power curve use in condition monitoring

Ravi Pandit , David Infield
international universities power engineering conference

2018

openO&M: Robust O&M open access tool for improving operation and maintenance of offshore wind turbines

Athanasios Kolios , Julia Walgern , Sofia Koukoura , Ravi Pandit
Proceedings of the 29th European Safety and Reliability Conference (ESREL)

2019

Wind turbine pitch reinforcement learning control improved by PID regulator and learning observer

J Enrique Sierra-Garcia , Matilde Santos , Ravi Pandit
Engineering Applications of Artificial Intelligence 111 104769

2022

Use of state-of-art machine learning technologies for forecasting offshore wind speed, wave and misalignment to improve wind turbine performance

Montserrat Sacie , Matilde Santos , Rafael López , Ravi Pandit
Journal of Marine Science and Engineering 10 ( 7) 938

2022

SCADA data analysis for long-term wind turbine performance assessment: A case study

Davide Astolfi , Ravi Pandit , Ludovica Celesti , Andrea Lombardi
Sustainable Energy Technologies and Assessments 52 102357

2022

Individuation of wind turbine systematic yaw error through SCADA data

Davide Astolfi , Ravi Pandit , Linyue Gao , Jiarong Hong
Energies 15 ( 21) 8165

2022

SCADA data for wind turbine data-driven condition/performance monitoring: A review on state-of-art, challenges and future trends

Ravi Pandit , Davide Astolfi , Jiarong Hong , David Infield
Wind Engineering 47 ( 2) 422 -441

2023

Accounting for environmental conditions in data-driven wind turbine power models

Ravi Pandit , David Infield , Matilde Santos
IEEE Transactions on Sustainable Energy 14 ( 1) 168 -177

2022

EfficientNet Architecture Family Analysis on Railway Track Defects

Jon Rengel , Matilde Santos , Ravi Pandit
Springer International Publishing 474 -481

2022

Modelling wind turbine power curves based on Frank’s copula

MA Garcia-Vaca , JE Sierra-García , M Santos , Ravi Pandit
European Association for the Development of Renewable Energies, Environment and Power Quality

2023

Sequential data-driven long-term weather forecasting models’ performance comparison for improving offshore operation and maintenance operations

Ravi Pandit , Davide Astolfi , Anh Minh Tang , David Infield
Energies 15 ( 19) 7233 -7233

2022

Experimental analysis of the effect of static yaw error on wind turbine nacelle anemometer measurements

Davide Astolfi , Linyue Gao , Ravi Pandit , Jiarong Hong
2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe (EEEIC/I&CPS Europe) 1 -6

2023

Investigation Of Wind Turbine Static Yaw Error Based On Utility-Scale Controlled Experiments

Davide Astolfi , Fabrizio De Caro , Marco Pasetti , Linyue Gao
IEEE Transactions on Industry Applications

2024

Discussion of wind turbine performance based on SCADA data and multiple test case analysis

Davide Astolfi , Ravi Pandit , Ludovico Terzi , Andrea Lombardi
Energies 15 ( 15) 5343 -5343

2022

Multivariate wind turbine power curve model based on data clustering and polynomial LASSO regression

Davide Astolfi , Ravi Pandit
Applied Sciences 12 ( 1) 72 -72

2021

Data-Driven assessment of wind turbine performance decline with age and interpretation based on comparative test case analysis

Davide Astolfi , Ravi Pandit , Ludovica Celesti , Matteo Vedovelli
Sensors 22 ( 9) 3180 -3180