“…In order to overcome these difficulties, a data processing algorithm that uses regression analysis methods has been developed in order to build a local parameterizable surface model. The surface segmentation procedure has been described in previous papers [22,23], during which local models of overlapping surface segments are combined into regions with a homogeneous geometric structure described by a general analytical parameterizable model, which allows without a priori knowledge of the geometric structure surface construct an analytical 3D model of a surface with a complex structure. From authors' knowledge this is the first research team to propose the use of numerical values of the Gaussian and mean curvature of the surface as a criterion for the homogeneous geometric structure of two local regions of the surface [22,23].…”
Section: Resultsmentioning
confidence: 99%
“…The surface segmentation procedure has been described in previous papers [22,23], during which local models of overlapping surface segments are combined into regions with a homogeneous geometric structure described by a general analytical parameterizable model, which allows without a priori knowledge of the geometric structure surface construct an analytical 3D model of a surface with a complex structure. From authors' knowledge this is the first research team to propose the use of numerical values of the Gaussian and mean curvature of the surface as a criterion for the homogeneous geometric structure of two local regions of the surface [22,23]. The segmentation procedure is necessary for the further formation of the trajectory of the manipulator for two reasons: i), the methods used to form the path of the manipulator uses an analytical model of the surface as input data and ii) the use of segmentation methods allows to partially solve the problems arising in the reconstruction of surfaces, the shape of which cannot be described by a smooth function of two variables (surfaces with "fractures").…”
Section: Resultsmentioning
confidence: 99%
“…The main challenge for the development of thermal plasma spraying technologies is the formation of a coating with controlled microstructures and properties. The use of the intelligent robotic systems allowed maintaining the specified speed, spraying distance and angle, providing precision coating deposition on complexshaped implant parts [21,22]. It was shown that the robotic microplasma spraying can produce biocompatible coatings on patient with specific medical titanium implants meeting the requirements of international standards of implants for surgery in terms of coating adhesive strength, crystallinity and purity [21].…”
Section: Generation Of a Manipulator Program For Microplasma Surface Treatmentmentioning
The paper presents new results of automated path planning for an industrial robot manipulator performing microplasma spraying of coatings on substrates with complex surface shapes. Path planning and automatic generation of the manipulator motion program are performed using data of a preliminary 3D surface scanning by a laser triangulation distance sensor installed on the same robot arm. The automatic manipulator working tool path planning algorithm is based on the choice of the starting segment of the working tool trace as a geodetic line on the surface. An algorithm for optimal spatial curve approximation by a sequence of line segments and arcs has been developed as a part of the automatic manipulator program generation system. The developed algorithms and their software implementation were experimentally tested through robotic microplasma spraying of a protective coating on the surface of a jaw crusher plate, which was then successfully operated for crushing mineral raw materials.
“…In order to overcome these difficulties, a data processing algorithm that uses regression analysis methods has been developed in order to build a local parameterizable surface model. The surface segmentation procedure has been described in previous papers [22,23], during which local models of overlapping surface segments are combined into regions with a homogeneous geometric structure described by a general analytical parameterizable model, which allows without a priori knowledge of the geometric structure surface construct an analytical 3D model of a surface with a complex structure. From authors' knowledge this is the first research team to propose the use of numerical values of the Gaussian and mean curvature of the surface as a criterion for the homogeneous geometric structure of two local regions of the surface [22,23].…”
Section: Resultsmentioning
confidence: 99%
“…The surface segmentation procedure has been described in previous papers [22,23], during which local models of overlapping surface segments are combined into regions with a homogeneous geometric structure described by a general analytical parameterizable model, which allows without a priori knowledge of the geometric structure surface construct an analytical 3D model of a surface with a complex structure. From authors' knowledge this is the first research team to propose the use of numerical values of the Gaussian and mean curvature of the surface as a criterion for the homogeneous geometric structure of two local regions of the surface [22,23]. The segmentation procedure is necessary for the further formation of the trajectory of the manipulator for two reasons: i), the methods used to form the path of the manipulator uses an analytical model of the surface as input data and ii) the use of segmentation methods allows to partially solve the problems arising in the reconstruction of surfaces, the shape of which cannot be described by a smooth function of two variables (surfaces with "fractures").…”
Section: Resultsmentioning
confidence: 99%
“…The main challenge for the development of thermal plasma spraying technologies is the formation of a coating with controlled microstructures and properties. The use of the intelligent robotic systems allowed maintaining the specified speed, spraying distance and angle, providing precision coating deposition on complexshaped implant parts [21,22]. It was shown that the robotic microplasma spraying can produce biocompatible coatings on patient with specific medical titanium implants meeting the requirements of international standards of implants for surgery in terms of coating adhesive strength, crystallinity and purity [21].…”
Section: Generation Of a Manipulator Program For Microplasma Surface Treatmentmentioning
The paper presents new results of automated path planning for an industrial robot manipulator performing microplasma spraying of coatings on substrates with complex surface shapes. Path planning and automatic generation of the manipulator motion program are performed using data of a preliminary 3D surface scanning by a laser triangulation distance sensor installed on the same robot arm. The automatic manipulator working tool path planning algorithm is based on the choice of the starting segment of the working tool trace as a geodetic line on the surface. An algorithm for optimal spatial curve approximation by a sequence of line segments and arcs has been developed as a part of the automatic manipulator program generation system. The developed algorithms and their software implementation were experimentally tested through robotic microplasma spraying of a protective coating on the surface of a jaw crusher plate, which was then successfully operated for crushing mineral raw materials.
In order to improve the intelligent informatization level of electric power production safety and reduce the accidents, the paper constructs a dynamic perception scheme of electric power production site that utilizes multi-dimensional information such as personnel location, equipment status, and image information. This method uses a multi-sensor network to realize the real-time perception of the image and position information of dynamic power work objects, then uses object identification and intelligent analysis to acquire the dynamic factors. Static factors are selected through questionnaire and historical data, and variable precision fuzzy theory is used to calculate the weight of static factors at dynamic power operation sites. A comprehensive evaluation is established to perceive risk and estimate security probability based on static factors and dynamic scene information. The application system can present the situation of the operation scene, and then realize safety assessment and early warning of the dangerous situation in the case of dynamic power monitoring. This method can prevent safety accidents and enhance the overall safety of power operations.
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