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Scopus Author ID: 56269865500

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India

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Employment (3)

Indian Institute of Technology Madras: Chennai, Tamil Nadu, IN

2022-11 to present | Associate Professor (Department of Mechanical Engineering)
Employment
Source: Self-asserted source
Piyush Shakya

Indian Institute of Technology Madras: Chennai, Tamil Nadu, IN

2016-08-01 to 2022-11 | Assistant Professor (Department of Mechanical Engineering)
Employment
Source: Self-asserted source
Piyush Shakya

Cranfield University: Cranfield, Central Bedfordshire, GB

2015-06-01 to 2016-06-24 | Research Fellow (School of Aerospace, Transport and Manufacturing)
Employment
Source: Self-asserted source
Piyush Shakya

Education and qualifications (2)

Indian Institute of Technology Delhi: New Delhi, DL, IN

2010-07-22 to 2015-12-04 | Graduate Student (Mechanical)
Education
Source: Self-asserted source
Piyush Shakya

Indian Institute of Technology Madras: Chennai, Tamil Nadu, IN

2001-07 to 2006-07 | Dual Degree (Integrated B. Tech and M. Tech) (Mechanical )
Education
Source: Self-asserted source
Piyush Shakya

Funding (4)

In-situ condition monitoring of O-ring

2020-09 to 2021-08 | Grant
LAM Foundation (OH, OH, US)
Source: Self-asserted source
Piyush Shakya

Development of algorithm of prognostic tool for maintenance of helicopter gears

2020-06 to 2022-12 | Grant
Hindustan Aeronautics Limited (Bangalore, IN)
Source: Self-asserted source
Piyush Shakya

Severity quantification of defects in rolling element bearings

2017-06 to 2020-06 | Grant
Science and Engineering Research Board (Delhi, IN)
Source: Self-asserted source
Piyush Shakya

Automation of grinding process intelligence

2016 to 2019 | Grant
Department of Industry (Delhi, IN)
Source: Self-asserted source
Piyush Shakya

Works (29)

Tacho-less spur gear condition monitoring at variable speed operation using the adaptive application of variational mode extraction

Structural Health Monitoring
2025-03 | Journal article
DOI: 10.1177/14759217241247867
Contributors: Shahis Hashim; Piyush Shakya
Source: check_circle
Crossref

TFFNet: A robust approach with anti-noise and domain shift adaptation for intelligent fault diagnosis of rotating machinery

Journal of Vibration and Control
2025-03 | Journal article
DOI: 10.1177/10775463241234960
Contributors: Pushkar Kawale; Sitesh Kumar Mishra; Piyush Shakya
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An approach for adaptive filtering with reinforcement learning for multi-sensor fusion in condition monitoring of gearboxes

Computers in Industry
2025-01 | Journal article
DOI: 10.1016/j.compind.2024.104214
Contributors: Shahis Hashim; Sitesh Kumar Mishra; Piyush Shakya
Source: check_circle
Crossref

Nonlinear vibration analysis and defect characterization using entropy measure-based learning algorithm in a defective rolling element bearings

Structural Health Monitoring
2025-01-02 | Journal article
DOI: 10.1177/14759217241303866
Contributors: Pankaj Kumar; Sadagopan Narayanan; Piyush Shakya
Source: check_circle
Crossref

Influence of Geometric Parameters on the Dynamic Performance of Spiral Bevel Gear

Journal of Vibration Engineering & Technologies
2024-12 | Journal article
DOI: 10.1007/s42417-024-01327-x
Contributors: Gollapudi Anuradha; Rathna Prasad Sagi; Piyush Shakya; A. Seshadri Sekhar
Source: check_circle
Crossref

Investigation of a Non-linear Suspension System for Electric Multi-axle Military Truck Moving over Cross Country Terrains

Journal of Vibration Engineering & Technologies
2024-12 | Journal article
DOI: 10.1007/s42417-024-01527-5
Contributors: Mayank Khaparde; Piyush Shakya; Shankar Krishnapillai
Source: check_circle
Crossref

Combined VMD-Morlet Wavelet Filter Based Signal De-noising Approach and Its Applications in Bearing Fault Diagnosis

Journal of Vibration Engineering & Technologies
2024-10 | Journal article
DOI: 10.1007/s42417-024-01338-8
Contributors: Akshay Rajendra Patil; Sandaram Buchaiah; Piyush Shakya
Source: check_circle
Crossref

Online health monitoring of rotating machine elements using statistical spectral distances

Structural Health Monitoring
2024-09-11 | Journal article
DOI: 10.1177/14759217241270983
Contributors: Rahul Sankarankutty; Sagi Rathna Prasad; Piyush Shakya; AS Sekhar
Source: check_circle
Crossref

A spectral kurtosis based blind deconvolution approach for spur gear fault diagnosis

ISA Transactions
2023-11 | Journal article
DOI: 10.1016/j.isatra.2023.07.035
Contributors: Shahis Hashim; Piyush Shakya
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Automatic incipient fault detection and health state assessment of rolling element bearings using pruned exact linear time method

Journal of Vibration and Control
2023-11 | Journal article
DOI: 10.1177/10775463221131843
Contributors: Sandaram Buchaiah; Piyush Shakya
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Bearing Early Fault Detection Using Local Tangent Space Alignment and Hypothesis Testing

International Conference on Control, Mechatronics and Automation (ICCMA)
2022 | Conference paper
DOI: 10.1109/ICCMA56665.2022.10011617
WOSUID: WOS:000927573900041
Contributors: Buchaiah, Sandaram; Shakya, Piyush
Source: check_circle
Web of Science Researcher Profile Sync

Bearing fault diagnosis and prognosis using data fusion based feature extraction and feature selection

Measurement: Journal of the International Measurement Confederation
2022 | Journal article
DOI: 10.1016/j.measurement.2021.110506
EID:

2-s2.0-85121153579

Part of ISSN: 02632241
Contributors: Buchaiah, S.; Shakya, P.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier

A robust condition monitoring methodology for grinding wheel wear identification using Hilbert Huang transform

Precision Engineering
2021 | Journal article
DOI: 10.1016/j.precisioneng.2021.01.009
EID:

2-s2.0-85100642921

Part of ISSN: 01416359
Contributors: Mahata, S.; Shakya, P.; Babu, N.R.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier

An approach to improve high-frequency resonance technique for bearing fault diagnosis

Measurement: Journal of the International Measurement Confederation
2021 | Journal article
DOI: 10.1016/j.measurement.2021.109318
EID:

2-s2.0-85103983393

Part of ISSN: 02632241
Contributors: Mishra, S.K.; Shakya, P.; Babureddy, V.; Ajay Vignesh, S.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier

Rolling Element Bearing Fault Diagnosis by Different Data Fusion Techniques

2021 | Book chapter
DOI: 10.1007/978-981-15-5701-9_28
Contributors: Sandaram Buchaiah; Piyush Shakya
Source: check_circle
Crossref

Spur gear crack modelling and analysis under variable speed conditions using variational mode decomposition

Mechanism and Machine Theory
2021 | Journal article
DOI: 10.1016/j.mechmachtheory.2021.104357
EID:

2-s2.0-85107658042

Part of ISSN: 0094114X
Contributors: Patel, A.; Shakya, P.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier

Early fault detection based on empirical mode decomposition method

Procedia CIRP
2020 | Conference paper
DOI: 10.1016/j.procir.2020.05.006
EID:

2-s2.0-85089108330

Part of ISBN:

22128271
Contributors: Patel, A.; Shakya, P.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier

In-process characterization of surface finish in cylindrical grinding process using vibration and power signals

Procedia CIRP
2020 | Conference paper
DOI: 10.1016/j.procir.2020.05.058
EID:

2-s2.0-85089104773

Part of ISBN:

22128271
Contributors: Mahata, S.; Shakya, P.; Ramesh Babu, N.; Prakasam, P.K.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier

Preface

IOP Conference Series: Materials Science and Engineering
2019 | Conference paper
DOI: 10.1088/1757-899X/624/1/011001
EID:

2-s2.0-85074908083

Part of ISBN:

1757899X 17578981
Contributors: Gnanamoorthy, R.; Krishnapillai, S.; Shakya, P.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier

A comparison of the prognostic approaches for rolling element bearings

PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2018) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2018)
2018 | Journal article
WOSUID: WOS:000467299101023
Contributors: Shakya, P.; Darpe, A. K.; Kulkarni, M. S.
Source: check_circle
Web of Science Researcher Profile Sync

A comparison of the prognostic approaches for rolling element bearings

Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics
2018 | Conference paper
EID:

2-s2.0-85060366875
Contributors: Shakya, P.; Darpe, A.K.; Kulkarni, M.S.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier

Bearing diagnosis using proximity probe and accelerometer

Measurement: Journal of the International Measurement Confederation
2016 | Journal article
DOI: 10.1016/j.measurement.2015.11.029
EID:

2-s2.0-84949591577
Contributors: Shakya, P.; Darpe, A.K.; Kulkarni, M.S.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier
grade
Preferred source (of 2)‎

Bearing diagnosis based on Mahalanobis-Taguchi-Gram-Schmidt method

Journal of Sound and Vibration
2015 | Journal article
DOI: 10.1016/j.jsv.2014.10.034
EID:

2-s2.0-84916608780
Contributors: Shakya, P.; Kulkarni, M.S.; Darpe, A.K.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier
grade
Preferred source (of 2)‎

ONLINE DETECTION OF BEARING HEALTH STATUS AND DEFECT TYPE IN GRINDING MACHINE SPINDLES

International Congress on Sound and Vibration
2015 | Journal article
WOSUID: WOS:000398997002093
Contributors: Shakya, Piyush; Kulkarni, Makarand S.; Darpe, Ashish K.
Source: check_circle
Web of Science Researcher Profile Sync

Bearing damage classification using instantaneous energy density

Journal of Vibration and Control
2015-12-09 | Journal article
DOI: 10.1177/1077546315619071
Source: Self-asserted source
Piyush Shakya
grade
Preferred source (of 2)‎

A novel methodology for online detection of bearing health status for naturally progressing defect

Journal of Sound and Vibration
2014 | Journal article
DOI: 10.1016/j.jsv.2014.04.058
EID:

2-s2.0-84916629302
Contributors: Shakya, P.; Kulkarni, M.S.; Darpe, A.K.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier
grade
Preferred source (of 2)‎

Vibration-based fault diagnosis in rolling element bearings: ranking of various time, frequency and time-frequency domain data-based damage identification parameters

International Journal of condition monitoring
2013-10-15 | Journal article
Source: Self-asserted source
Piyush Shakya

Use of Mahalanobis Taguchi system as data fusion approach for monitoring health of rolling element bearing

Proceedings of International Conference on Noise and Vibration Engineering (Isma2012) / International Conference on Uncertainty in Structural Dynamics (Usd2012)
2012 | Journal article
WOSUID: WOS:000321063903032
Contributors: Shakya, P.; Darpe, A. K.; Kulkarni, M. S.
Source: check_circle
Web of Science Researcher Profile Sync

Use of Mahalanobis Taguchi system as data fusion approach for monitoring health of rolling element bearing

International Conference on Noise and Vibration Engineering 2012, ISMA 2012, including USD 2012: International Conference on Uncertainty in Structure Dynamics
2012 | Conference paper
EID:

2-s2.0-84906351548
Contributors: Shakya, P.; Darpe, A.K.; Kulkarni, M.S.
Source: Self-asserted source
Piyush Shakya via Scopus - Elsevier

Peer review (41 reviews for 21 publications/grants)

Review activity for IEEE sensors journal. (1)
Review activity for IEEE transactions on instrumentation and measurement. (6)
Review activity for IEEE transactions on reliability. (1)
Review activity for IET collaborative intelligent manufacturing (1)
Review activity for Journal of intelligent manufacturing. (1)
Review activity for Journal of nondestructive evaluation. (1)
Review activity for Journal of the Brazilian Society of Mechanical Sciences and Engineering. (1)
Review activity for Journal of the Brazilian Society of Mechanical Sciences and Engineering. (3)
Review activity for Journal of vibration and control (9)
Review activity for Journal of vibration engineering & technologies. (1)
Review activity for Measurement science and technology. (2)
Review activity for Measurement. (3)
Review activity for Mechanical systems and signal processing. (1)
Review activity for Mechanics based design of structures and machines. (1)
Review activity for Mechanism and machine theory. (1)
Review activity for Nonlinear dynamics. (1)
Review activity for Nonlinear dynamics. (1)
Review activity for Reliability engineering & systems safety. (1)
Review activity for Sadhana. (2)
Review activity for Sādhanā. (2)
Review activity for Structural health monitoring (1)
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