Systems and methods for monitoring and controlling industrial processes
US-2024361756-A1 · Oct 31, 2024 · US
US10473603B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10473603-B2 |
| Application number | US-201715490578-A |
| Country | US |
| Kind code | B2 |
| Filing date | Apr 18, 2017 |
| Priority date | Apr 18, 2017 |
| Publication date | Nov 12, 2019 |
| Grant date | Nov 12, 2019 |
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A system and method for inspecting a surface of a structure for defects includes an inspection apparatus having a heating device for heating a section of the surface of the structure, an infrared camera for receiving infrared radiation from the surface in response to heating, a controller configured to generate thermographs from the received infrared radiation, and a communication device. A training system includes an expert system module configured to determine correlations between a set of thermographs generated by a thermal simulation of modeled structural elements with defects, and parameters of the modeled structural elements. A computer system communicatively coupled to the training system and the inspection apparatus, is adapted to receive thermographs received from the inspection apparatus and to detect quantitative parameters of defects in the structure using the correlations obtained from the training system.
Opening claim text (preview).
What is claimed is: 1. A system for inspecting a surface of a structure for defects comprising: an inspection apparatus including a heating device for heating a section of the surface of the structure, an infrared camera for receiving infrared radiation from the surface in response to heating, a controller configured to generate thermographs from the received infrared radiation, and a communication device coupled to the controller; a training system including an expert system module configured to determine correlations between a set of thermographs, the thermographs generated by a thermal simulation of modeled structural elements with defects, and parameters of the modeled structural elements; and a computer system communicatively coupled to the training system and to the communication device of the inspection apparatus, the computer system adapted to receive thermographs received from the inspection apparatus and to detect quantitative parameters of defects in the structure using the correlations obtained from the training system, wherein the quantitative parameters detected by the computer system include a location, a depth, an orientation, a defect type and an entrapped media type. 2. A system for inspecting a surface of a structure for defects comprising: an inspection apparatus including a heating device for heating a section of the surface of the structure, an infrared camera for receiving infrared radiation from the surface in response to heating, a controller configured to generate thermographs from the received infrared radiation, and a communication device coupled to the controller; a training system including an expert system module configured to determine correlations between a set of thermographs, the thermographs generated by a thermal simulation of modeled structural elements with defects, and parameters of the modeled structural elements; and a computer system communicatively coupled to the training system and to the communication device of the inspection apparatus, the computer system adapted to receive thermographs received from the inspection apparatus and to detect quantitative parameters of defects in the structure using the correlations obtained from the training system, wherein parameters of each modeled structural element includes a location, defect type, defect size, defect orientation and entrapped media. 3. The system of claim 2 , wherein the defect type is one of delamination, unique void, matrix cracking, fiber-matrix de-bonding, multiple voids, and holes. 4. The system of claim 2 , wherein the entrapped media is liquid or gas selected for inspection. 5. A system for inspecting a surface of a structure for defects comprising: an inspection apparatus including a heating device for heating a section of the surface of the structure, an infrared camera for receiving infrared radiation from the surface in response to heating, a controller configured to generate thermographs from the received infrared radiation, and a communication device coupled to the controller; a training system including an expert system module configured to determine correlations between a set of thermographs, the thermographs generated by a thermal simulation of modeled structural elements with defects, and parameters of the modeled structural elements; and a computer system communicatively coupled to the training system and to the communication device of the inspection apparatus, the computer system adapted to receive thermographs received from the inspection apparatus and to detect quantitative parameters of defects in the structure using the correlations obtained from the training system, wherein the training system further includes an optimized acquisition parameter module configured to automatically determine acquisition parameters for controlling the inspection apparatus based on material properties of the structure, environmental conditions, and a thermal analysis of a modeled structural element. 6. The system of claim 5 , wherein the acquisition parameters determined by the optimized acquisition parameter module include a heating mode, heating time and target heat flux level for operating the heating device, and an acquisition time for operating the infrared camera of the inspection apparatus. 7. The system of claim 5 , wherein the thermal analysis is performed on a modeled structural element having at least one of a smallest and a deepest defect. 8. A system for inspecting a surface of a structure for defects comprising: an inspection apparatus including a heating device for heating a section of the surface of the structure, an infrared camera for receiving infrared radiation from the surface in response to heating, a controller configured to generate thermographs from the received infrared radiation, and a communication device coupled to the controller; a training system including an expert system module configured to determine correlations between a set of thermographs, the thermographs generated by a thermal simulation of modeled structural elements with defects, and parameters of the modeled structural elements; and a computer system communicatively coupled to the training system and to the communication device of the inspection apparatus, the computer system adapted to receive thermographs received from the inspection apparatus and to detect quantitative parameters of defects in the structure using the correlations obtained from the training system, wherein the computer system receives acquisition parameters from the training system and transmits the acquisition parameters to the inspection apparatus. 9. A system for inspecting a surface of a structure for defects comprising: an inspection apparatus including a heating device for heating a section of the surface of the structure, an infrared camera for receiving infrared radiation from the surface in response to heating, a controller configured to generate thermographs from the received infrared radiation, and a communication device coupled to the controller; a training system including an expert system module configured to determine correlations between a set of thermographs, the thermographs generated by a thermal simulation of modeled structural elements with defects, and parameters of the modeled structural elements; and a computer system communicatively coupled to the training system and to the communication device of the inspection apparatus, the computer system adapted to receive thermographs received from the inspection apparatus and to detect quantitative parameters of defects in the structure using the correlations obtained from the training system, wherein the inspection apparatus includes a clamp element for fixing the apparatus to the surface of the structure and a chassis unit for housing the heating element and infrared camera. 10. The system of claim 9 , wherein the chassis unit is slidingly coupled to the clamp element and rotatable circumferentially with respect to the surface of the structure. 11. The system of claim 9 , wherein the chassis unit and clamp element are coupled to rotatable and translatable wheels enabling the inspection apparatus to rotate circumferentially and translate longitudinally along the surface of the structure. 12. A system for inspecting a surface of a structure for defects comprising: an inspection apparatus including a heating device for heating a section of the surface of the structure, an infrared camera for receiving infrared radiation from the surface in response to heating, a controller configured to generate thermographs from the received infrared radiation, and a communication device coupled to the controller; a training system including an expert syste
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