Non-contact and full-field online monitoring of curing temperature during the in-situ heating process based on deep learning

Processing of polymer matrix composites using microwave energy: A review

(2022) Tejas Pramod Naik et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Real-time monitoring of raster temperature distribution and width anomalies in fused filament fabrication process

(2022) Feng Li et al.   Advances in Manufacturing

Laser induced graphene-based out-of-autoclave curing of fiberglass reinforced polymer matrix composites

(2022) Ruowen Tu et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Self-resistance electric heating of shaped CFRP laminates: temperature distribution optimization and validation

(2022) Yingxiang Shen et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Temperature distribution analysis of carbon fiber reinforced polymer composites during self-resistance electric heating process

(2022) Yan Shen et al.   JOURNAL OF REINFORCED PLASTICS AND COMPOSITES

Layered self‐resistance electric heating to cure thick carbon fiber reinforced epoxy laminates

(2021) Bo Zhang et al.   POLYMER COMPOSITES

A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications

(2021) Navid Zobeiry et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Internal temperature prediction of ternary polymer lithium‐ion battery pack based on CNN and virtual thermal sensor technology

(2021) Mengyi Wang et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

A machine learning framework for real-time inverse modeling and multi-objective process optimization of composites for active manufacturing control

(2021) Keith D. Humfeld et al.   COMPOSITES PART B-ENGINEERING

Microwave heating and curing of metal-like CFRP laminates through ultrathin and flexible resonance structures

(2021) Jing Zhou et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Physics-informed neural network for modelling the thermochemical curing process of composite-tool systems during manufacture

(2021) Sina Amini Niaki et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Laser-Induced Graphene Paper Heaters with Multimodally Patternable Electrothermal Performance for Low-Energy Manufacturing of Composites

(2020) Junyu Chen et al.   ACS Applied Materials & Interfaces

Real-time process control of powder bed fusion by monitoring dynamic temperature field

(2020) Xiao-Kang Huang et al.   Advances in Manufacturing

Real-time cure monitoring of fiber-reinforced polymer composites using infrared thermography and recursive Bayesian filtering

(2020) Chris Nash et al.   COMPOSITES PART B-ENGINEERING

Influence of Large Framed Mold Placement in Autoclave on Heating Performance

(2020) Dilmurat Dolkun et al.   APPLIED COMPOSITE MATERIALS

Mechanical performance of carbon fiber/epoxy composites cured by self-resistance electric heating method

(2019) Shuting Liu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A multi-pattern compensation method to ensure even temperature in composite materials during microwave curing process

(2018) Jing Zhou et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Electrically conductive GNP/epoxy composites for out-of-autoclave thermoset curing through Joule heating

(2018) Tian Xia et al.   COMPOSITES SCIENCE AND TECHNOLOGY

An infrared thermography-based method for the evaluation of the thermal response of tooling for composites manufacturing

(2018) Navid Zobeiry et al.   JOURNAL OF COMPOSITE MATERIALS

Characterization of resistive heating and thermoelectric behavior of discontinuous carbon fiber-epoxy composites

(2016) Myungsoo Kim et al.   COMPOSITES PART B-ENGINEERING

Overview of Fiber Optic Sensor Technologies for Strain/Temperature Sensing Applications in Composite Materials

(2016) Manjusha Ramakrishnan et al.   SENSORS

Exploiting temperature measurements for cure monitoring of FRP composites—Applications with thermocouples and infrared thermography

(2015) Spiridon Konstantopoulos et al.   JOURNAL OF REINFORCED PLASTICS AND COMPOSITES

Evaluation of thermal imaging system and thermal radiation detector for real-time condition monitoring of high power frequency converters

(2014) Anders Eriksen et al.   Advances in Manufacturing

Infrared thermography for condition monitoring – A review

(2013) S. Bagavathiappan et al.   INFRARED PHYSICS & TECHNOLOGY

Cure monitoring of carbon–epoxy composites by optical fiber-based distributed strain–temperature sensing system

(2012) Y. Ito et al.   ADVANCED COMPOSITE MATERIALS