Leveraging Variable Frequency Drive Data for Nondestructive Testing and Predictive Maintenance in Industrial Systems

Nondestructive testing (NDT) has a crucial role in ensuring the reliability and safety of industrial systems. However, traditional methods typically rely on external sensors, which can lead to increased costs and added complexity. The current study examined an alternative approach using variable-fre...

Full description

Bibliographic Details
Published in:	NDT
Main Author:	Carl Lee Tolbert
Format:	Article
Language:	English
Published:	MDPI AG 2025-03-01
Subjects:	nondestructive testing variable frequency drive predictive maintenance industrial monitoring Python reliability engineering
Online Access:	https://www.mdpi.com/2813-477X/3/2/7

Similar Items

Prediction of Belt Drive Faults in Case of Predictive Maintenance in Industry 4.0 Platform
by: Artur Pollak, et al.
Published: (2021-11-01)

Advancements in Smart Nondestructive Evaluation of Industrial Machines: A Comprehensive Review of Computer Vision and AI Techniques for Infrastructure Maintenance
by: Samira Mohammadi, et al.
Published: (2024-12-01)

Analysis of Interharmonics Generation in Induction Motors Driven by Variable Frequency Drives and AC Choppers
by: Alberto Gudiño-Ochoa, et al.
Published: (2023-07-01)

Assessment and Monitoring for Railway Tracks Reliability and Safety using Nondestructive Testing Measurement Systems
by: Shahid Kabir
Published: (2015-04-01)

A Study of Maintenance-Related Education in Swedish Engineering Programs
by: Mirka Kans
Published: (2021-09-01)

Development and Investigation of a Closed-Loop Variable Frequency Drive–Induction Motor System with Scalar Control
by: Bohdan Kopchak, et al.
Published: (2026-05-01)

Detecting Defects in Materials Using Nondestructive Microwave Testing Techniques: A Comprehensive Review
by: Ahmad Ghattas, et al.
Published: (2025-03-01)

A variable frequency injection method for modular multilevel converters in variable speed drives
by: Guanlong Jia, et al.
Published: (2023-09-01)

Nondestructive In Situ Measurement Method for Kernel Moisture Content in Corn Ear
by: Han-Lin Zhang, et al.
Published: (2016-12-01)

Current Trends in Integration of Nondestructive Testing Methods for Engineered Materials Testing
by: Ramesh Kumpati, et al.
Published: (2021-09-01)

Improved Order Tracking in Vibration Data Utilizing Variable Frequency Drive Signature
by: Nader Sawalhi
Published: (2025-01-01)

Nondestructive Determination of Strength of Concrete Incorporating Industrial Wastes as Partial Replacement for Fine Aggregate
by: Temple Chimuanya Odimegwu, et al.
Published: (2021-12-01)

Terahertz Nondestructive Testing with Ultra-Wideband FMCW Radar
by: Barnabé Carré, et al.
Published: (2022-12-01)

AS-Solar, a Tool for Predictive Maintenance of Solar Groundwater Pumping Systems
by: Jorge Cervera-Gascó, et al.
Published: (2021-11-01)

Effect of Variable Frequency Drive and Pipe Materials on Guava Juice Flow
by: Shereen Shalaby, et al.
Published: (2022-06-01)

The impact of maintenance frequency on the service life of internal combustion engines
by: Nikolay S. Zakharov, et al.
Published: (2025-06-01)

Review recent developments in photoacoustic imaging and sensing for nondestructive testing and evaluation
by: Sung-Liang Chen, et al.
Published: (2021-03-01)

Harmonic Distortion Indices for Experimental Characterization of Variable Frequency Drives
by: Angel Arranz-Gimon, et al.
Published: (2024-01-01)

Formulação estratégica da manutenção industrial com base na confiabilidade dos equipamentos Strategic formulation of industrial maintenance supported by equipment's reliability
by: Miguel Afonso Sellitto
Published: (2005-04-01)

Optimization of Reliability Centered Maintenance Bassed on Maintenance Costs and Reliability with Consideration of Location of Components
by: Mahdi Karbasian, et al.
Published: (2011-03-01)

Grouping Maintenance Policy for Improving Reliability of Wind Turbine Systems Considering Variable Cost
by: Hongyan Dui, et al.
Published: (2023-04-01)

A Nondestructive Measurement Method of Optical Fiber Young’s Modulus Based on OFDR
by: Pengfei Li, et al.
Published: (2022-02-01)

Leveraging Additive Manufacturing and Reverse Engineering for Circular Economy-Driven Remanufacturing of Hydraulic Drive System Components
by: Alexandru-Polifron Chiriță, et al.
Published: (2023-11-01)

Investigation of the causes of the fracture of the drive shaft of the electric locomotive
by: Dušan Golubović, et al.
Published: (2024-09-01)

Adapted Irrigation Pump Load in Solar PV and Wind Energy Systems through Stepped Variable Frequency Drives
by: Samson Soshyo, et al.
Published: (2023-12-01)

Nondestructive Evaluation of Apple Fruit Quality by Frequency-Domain Diffuse Reflectance Spectroscopy: Variations in Apple Skin and Flesh
by: Nan-Yu Cheng, et al.
Published: (2019-06-01)

Basic Principles and Utilization Possibilities’ of Ultrasonic Phased Array in Material Nondestructive Evaluation
by: Dagmar Faktorova, et al.
Published: (2004-01-01)

Research development on nondestructive determination of pork quality
by: CHENG Fang, et al.
Published: (2010-03-01)

Adaptive Control Strategy for a Pumping System Using a Variable Frequency Drive
by: Dorin Bordeasu, et al.
Published: (2023-06-01)

GENERATION FEATURES OF CYCLE OPERATIONS FOR PRODUCTION MACHINE VARIABLE-FREQUENCY DRIVE IN LOW-VELOCITY ZONE OF ACTUATOR
by: Nikolay F. Karnaukhov, et al.
Published: (2012-10-01)

GENERATION FEATURES OF CYCLE OPERATIONS FOR PRODUCTION MACHINE VARIABLE-FREQUENCY DRIVE IN LOW-VELOCITY ZONE OF ACTUATOR
by: Nikolay F. Karnaukhov, et al.
Published: (2018-07-01)

Comparison of Nondestructive Testing Methods for Solder, Sinter, and Adhesive Interconnects in Power and Opto-Electronics
by: Maximilian Schmid, et al.
Published: (2020-11-01)

PySTRA: Python structural reliability analysis
by: Colin Caprani, et al.
Published: (2025-02-01)

Nondestructive Testing of Metal Cracks: Contemporary Methods and Emerging Challenges
by: Xiulin Shen, et al.
Published: (2023-12-01)

Time response enhancement for variable speed drive systems by using five-level cascade four quadrant chopper in dc-link
by: Safwan Nadweh, et al.
Published: (2020-08-01)

<sup>1</sup>H NMR Sensor for Nondestructive Characterization of Organic and Inorganic Materials
by: Floriberto Díaz-Díaz, et al.
Published: (2024-11-01)

Replacement and Maintenance Decision Analysis for Hydraulic Machinery Facilities at Reservoirs under Imperfect Maintenance
by: Sou-Sen Leu, et al.
Published: (2020-05-01)

Leveraging Generative AI for Modelling and Optimization of Maintenance Policies in Industrial Systems
by: Adolfo Crespo Márquez, et al.
Published: (2025-03-01)

Advancing noninvasive and nondestructive root phenotyping techniques: A two-phase permittivity model for accurate estimation of root volume
by: Huijie Gu, et al.
Published: (2024-02-01)

Algorithm for Estimation of Electricity Consumption Reduction by Using Variable Frequency Drive of Main Line Pumps
by: V.A. Shabanov, et al.
Published: (2016-03-01)