Geometric modeling and processing

Ambito disciplinare

  1. Articolo su rivista2022

    Design for Disassembly combined with augmented reality for optimization of maintenance processes

    Frizziero L., Donnici G., Freddi M.,

    Frontiers in Sustainability, 3

    Design for sustainabilityProduct design and engineeringVirtual and augmented reality

    Abstract

    This paper is intended to offer a cue for optimizing a generic disassembly process for maintenance purposes. Through the use of a cutting-edge technology such as augmented reality, a key tool that makes it immediate to tell operators what they need to do, this can be made possible as never before within companies. A first aim of the work is to define the optimal disassembly sequence that can lead to the extraction of a target component of the assembly minimizing the number of parts to be removed, applying two methodologies within the framework of Design for Disassembly. Thus, the most important goal is to show and teach to maintenance technicians which steps they should follow in order to efficiently carry out the repair process built on that sequence so that they can work on a product while learning in parallel what they need to do exactly at the same time. This could be useful in case a component replacement becomes necessary especially because nowadays it is still performed inefficiently and lacks a rigorous logic and methodology aimed at its efficiency in companies.

    Keywords: augmented reality , CAD modeling , Design for Disassembly , Industry 4.0 , maintenance optimization

  2. Articolo su rivista2022

    3D printed custom gas cam for race bike application using Progrip® lock on grips mod.708

    Ferretti P., Fusari E., Alessandri G., Freddi M., Francia D.,

    F1000Research, 11

    Additive manufacturingDesign methods for mobilityProduct design and engineering

    Abstract

    Background: The “drive by wire” mechanism for managing the throttle is not applied to every modern motorcycle, but it is often managed through a steel wire. Here, there is a cam on the throttle control. Its shape allows the throttle opening to be faster or slower and its angle of rotation, required for full opening, to be greater or less. The maximum angle a rider's wrist can withstand depends on numerous musculoskeletal mobility factors, often limited by falls or surgery. Methods: Using a Progrip knob with interchangeable cams allows the customization of a special cam profile, to ensure the best engine response to throttle rotation and ergonomics for the rider. The use of FEA software and lattice structures, allows to realize a lightweight and efficient design, targeted for fabrication with additive manufacturing technologies. Results: The cam was manufactured by exploiting MSLA technology. Finally, a dimensional inspection procedure was performed before assembly. The main result is to have obtained a lighter and cheaper component than the original. Conclusions: This study has allowed the design of a mechanical component consisting of innovative shape, light weight, and ergonomics. Furthermore, it demonstrates the effectiveness in the use of lattice structures to enable weight optimization of a component while minimizing the increase in its compliance.

    Keywords: CAD/CAM , Design for additive manufacturing , lattice structure , MSLA , nTopology , Shape optimization , Stereolithography tooling , water washable resin

  3. Contributo a convegno2022

    RVE-BASED HOMOGENIZATION OF ADDITIVELY MANUFACTURED POROUS METALS

    Alaimo A., Mantegna G., Orlando C., Tumino D., Vindigni C.R.,

    33rd Congress of the International Council of the Aeronautical Sciences, ICAS 2022, 5, pp. 3542-3553

    Additive manufacturing

    Abstract

    Additive Manufacturing technologies have been extensively used in different industry sectors thanks to the optimisation of material waste, reduction of the high production costs and the ability to create components with complex geometric shapes and highly customisable mechanical performance. However, to fully exploit the benefits of these technologies, in-depth knowledge is needed on how internal defects condition the overall behaviour of the component. In this work, a Representative Volume Element like approach is presented to study, through different numerical analyses, the effect of size, number and spatial distribution of micro-voids on the stress-strain behaviour of Selective Laser Melting additive manufactured AlSi10Mg. An in-house code on the commercial software ANSYS Parametric Design Language APDL is used to model a random pore distribution inside the RVE in compliance with statistical distribution retrieved from the literature; comparison with reference case studies are reported.

    Keywords: AdditiveManufacturing , FEM , Porosity , RVE

  4. Articolo su rivista2021

    Integrated Design Strategy for Additively Manufactured Scaffolds in Tissue Engineering

    Fucile P., Russo T., De Santis R., Martorelli M., Catauro M., Gloria A.,

    Macromolecular Symposia, 395(1)

    Additive manufacturingProduct design and engineering

    Abstract

    Additive manufacturing technologies allow for the direct fabrication of 3D scaffolds with improved properties for tissue regeneration. In this scenario, design strategies and 3D fiber deposition technique are considered to develop advanced scaffolds with different lay-down patterns, tailored mechanical and biological properties. 3D poly(ε-caprolactone) scaffolds are manufactured and surface-modified (i.e., aminolysis). The effect of surface modification on the mechanical and biological performances of the designed 3D scaffolds is assessed.

    Keywords: computer-aided design , design for additive manufacturing , mechanical analysis , scaffold design

  5. Articolo su rivista2021

    Photo-Curing 3D Printing and Innovative Design of Porous Composite Structures for Biomedical Applications

    De Santis R., Russo T., Fucile P., Martorelli M., Catauro M., Gloria A.,

    Macromolecular Symposia, 395(1)

    Abstract

    Light-activated resins and composites are used in conjunction with a light curing unit and allow an on-demand process of polymerization. These kinds of materials usually represent the most popular choice in the restorative dental practice. Some works have already highlighted contemporary tendencies in the use of nondegradable scaffolds and mesenchymal stem cells in regenerative medicine. Accordingly, the aim of the current research is to develop 3D porous and light-activated composite structures with optimized functional properties. Preliminary mechanical and biological tests are carried out.

    Keywords: composite structure design , computer-aided design , design for photo-curing 3D printing , mechanical and functional properties

  6. Contributo a convegno2021

    Industry 4.0: Advanced digital solutions implemented on a close power loop test bench

    Giallanza A., Aiello G., Marannano G.,

    Procedia Computer Science, 180, pp. 93-101

    Design for sustainability

    Abstract

    The paradigm of Industry 4.0 allows to increase the efficiency and effectiveness of the production. Companies that will implement advanced solutions in production systems will increase their level of competitiveness and will be able reach high market shares. The present paper is focused on the development of advanced digital solutions to be implemented on a close power loop test bench designed to test high power transmissions for naval unit. In particular, the test configuration consists of a back-to-back connection between two identical mechanical reducers. Since the efficiency of these systems are very high, it is not necessary to use large electric motors, thus managing to contain the operating costs of the testing phase. The particular test bench allows to size the electric motor simply based on the dissipated power by the kinematic mechanisms. By means of suitable sensors installed on the test bench it is possible to extrapolate countless technical data. The implementation of Industry 4.0 enabling technologies allows to evaluate the increase in efficiency compared to traditional systems in terms of reduction of noise and vibrations, efficiency of lubrication, reduction of consumption, installation and maintenance cost of the entire system.

    Keywords: Cad modeling , digital transformation , Experimental tests , Industry 4.0 , Internet of things , Shipyard 4.0 , Sustainability , Test bench

  7. Articolo su rivista2021

    An automatic method for feature segmentation of human thoracic and lumbar vertebrae

    Di Angelo L., Di Stefano P., Guardiani E.,

    Computer Methods and Programs in Biomedicine, 210

    Methods for medical applications

    Abstract

    Background and objective: Because of the three-dimensional distribution of morphological features of human vertebrae and the whole spine, in recent years, to make more precise diagnoses and to design optimized surgical procedures, new protocols have been proposed based on analysing their three-dimensional (3D) models. In the related literature, processes of segmentation and morphological features recognition are essentially performed by a skilled operator that selects the interesting areas. So, being affected by the preparation and experience of the operator, this produces an evaluation that is poorly reproducible and repeatable for the uncertainties of a typical manual measurement process. Methods: To overcome this limitation, in this paper a new automatic method is proposed for feature segmentation and recognition of human vertebrae. The proposed computer-based method, starting from 3D high density discretized models of thoracic and lumbar vertebrae, automatically performs both the semantic and geometric segmentation of their morphological features. The segmentation and recognition rules codify some important definitions used in the traditional manual method, considering all the vertebra morphology information that is invariant inter-subject. Results: The automatic method proposed here is verified by analysing many real vertebrae, both acquired using a 3D scanner and coming from Computerized Tomography (CT) scans. The obtained results are critically discussed and compared with the traditional manual methods for vertebra analysis. The method has proven to be robust and reliable in the segmentation and recognition of morphological features of vertebrae. Furthermore, the proposed automatic method avoids the blurring of quantitative parameters get from vertebrae, resulting from poor repeatability and reproducibility of manual methods used in the state-of-the-art. Conclusions: Starting from the automatic segmentation and recognition here proposed, it is possible to automatically calculate the parameters of thoracic or lumbar vertebrae used in archaeology, medicine, or biomechanics or define their new ones.

    Keywords: 3D medical image analysis , Computer methods for vertebra analysis , Shape segmentation , Thoracic and lumbar vertebrae , Three-dimensional measurement

  8. Articolo su rivista2021

    A graph-based approach and an interactive tool for preliminary digital prototyping

    Vitolo F., Patalano S., Lanzotti A.,

    International Journal on Interactive Design and Manufacturing, 15(1), pp. 125-127

    Abstract

    Design process is usually based on past experiences and best practises which compose the company know-how. The challenge is to identify common patterns in the design solutions generated for different design problems. The present paper focuses on the identification of product patterns by using a graph-based approach. It deals with the designing of automotive gearboxes and with the development of an approach and a software tool aimed to support preliminary design and CAD modelling activities in gearbox designing. The approach is applied to two different architectures of manual transverse gearboxes characterized by two and three shafts. It aims at the identification of common design features through the detection of the directed graphs matching. A Matlab software tool for gearbox preliminary design is implemented according to the detected common features. The proposed approach and the developed software tool provide an effective way to keep and re-use company know-how, especially in the context of large automotive companies.

    Keywords: CAD modelling , Graph theory , Graphical user interfaces , KBE , Product pattern

  9. Articolo su rivista2021

    Autonomous 3D geometry reconstruction through robot-manipulated optical sensors

    Mineo C., Cerniglia D., Ricotta V., Reitinger B.,

    International Journal of Advanced Manufacturing Technology, 116(5-6), pp. 1895-1911

    3D scanning

    Abstract

    Many industrial sectors face increasing production demands and the need to reduce costs, without compromising the quality. The use of robotics and automation has grown significantly in recent years, but versatile robotic manipulators are still not commonly used in small factories. Beside of the investments required to enable efficient and profitable use of robot technology, the efforts needed to program robots are only economically viable in case of large lot sizes. Generating robot programs for specific manufacturing tasks still relies on programming trajectory waypoints by hand. The use of virtual simulation software and the availability of the specimen digital models can facilitate robot programming. Nevertheless, in many cases, the virtual models are not available or there are excessive differences between virtual and real setups, leading to inaccurate robot programs and time-consuming manual corrections. Previous works have demonstrated the use of robot-manipulated optical sensors to map the geometry of samples. However, the use of simple user-defined robot paths, which are not optimized for a specific part geometry, typically causes some areas of the samples to not be mapped with the required level of accuracy or to not be sampled at all by the optical sensor. This work presents an autonomous framework to enable adaptive surface mapping, without any previous knowledge of the part geometry being transferred to the system. The novelty of this work lies in enabling the capability of mapping a part surface at the required level of sampling density, whilst minimizing the number of necessary view poses. Its development has also led to an efficient method of point cloud down-sampling and merging. The article gives an overview of the related work in the field, a detailed description of the proposed framework and a proof of its functionality through both simulated and experimental evidences.

    Keywords: 3D reconstruction , Adaptive mapping , Inspection , Metrology , Robotics , View planning

  10. Contributo a convegno2021

    Generative Design for Additively Manufactured Textiles in Orthopaedic Applications

    Ricotta V., Campbell R.I., Ingrassia T., Nigrelli V.,

    Lecture Notes in Mechanical Engineering, pp. 241-248

    Additive manufacturing

    Abstract

    The aim of this work is to implement a new process for the design and production of orthopaedic devices to realize entirely by Additive Manufacturing (AM). In particular, a generative algorithm for parametric modelling of flexible structures to use in orthopaedic devices has been developed. The developed modelling algorithm has been applied to a case study based on the design and production of a customized elbow orthosis made by Selective Laser Sintering. The results obtained have demonstrated that the developed algorithm overcomes many drawbacks typical of traditional CAD modelling approaches. FEM simulations have been also performed to validate the design of the orthosis. The new modelling algorithm allows designers to model flexible structures with no deformations or mismatches and to create parametric CAD models to use for the production of orthopaedic devices through AM technologies.

    Keywords: Additive Manufacturing , Additively manufactured textiles , CAD modelling , Elbow orthosis , Generative algorithms

  11. Articolo su rivista2021

    Parametric hull design with rational Bézier curves and estimation of performances

    Ingrassia T., Mancuso A., Nigrelli V., Saporito A., Tumino D.,

    Journal of Marine Science and Engineering, 9(4)

    Product design and engineering

    Abstract

    In this paper, a tool able to support the sailing yacht designer during the early stage of the design process has been developed. Cubic Rational Bézier curves have been selected to describe the main curves defining the hull of a sailing yacht. The adopted approach is based upon the definition of a set of parameters, say the length of waterline, the beam of the waterline, canoe body draft and some dimensionless coefficients according to the traditional way of the yacht designer. Some geometrical constraints imposed on the curves (e.g., continuity, endpoint angles, curvature) have been conceived aimed to avoid unreasonable shapes. These curves can be imported into any commercial Computer Aided Design (CAD) software and used as a frame to fit with a surface. The resistance of the hull can be calculated and plotted in order to have a real time estimation of the performances. The algorithm and the related Graphical User Interface (GUI) have been written in Visual Basic for Excel. To test the usability and the precision of the tool, two existing sailboats with different characteristics have been successfully replicated and a new design, taking advantages of both the hulls, has been developed. The new design shows good performances in terms of resistance values in a wide range of Froude numbers with respect to the original hulls.

    Keywords: CAD , Excel , Rational Bézier curves , Sailing yacht design , VBA , VPP

  12. Contributo a convegno2021

    Parametric Hull Design with Rational Bézier Curves

    Mancuso A., Saporito A., Tumino D.,

    Lecture Notes in Mechanical Engineering, pp. 221-227

    Product design and engineering

    Abstract

    In this paper, a tool able to support the sailing yacht designer during the early stage of the design process has been developed. Quadratic and cubic Rational Bézier curves have been selected to describe the main curves defining the hull of a sailing yacht. The adopted approach is based upon the definition of a set of parameters, say the length of water line, the beam of the waterline, canoe body draft and some dimensionless coefficients according to the traditional way of the yacht designer. Some geometrical constraints imposed on the curves (e.g. continuity, endpoint angles) have been conceived aimed to avoid unreasonable shapes. These curves can be imported in any commercial CAD software and used as a frame to fit with a surface. The algorithm and the related Graphical User Interface (GUI) have been written in Visual Basic for Excel. To test the usability and the precision of the tool, two sailboats with different characteristics have been replicated. The rebuilt version of the hulls is very close to the original ones both in terms of shape and dimensionless coefficients.

    Keywords: CAD , Rational Bézier curves , Sailing yacht design

  13. Articolo su rivista2021

    On bim interoperability via the ifc standard: An assessment from the structural engineering and design viewpoint

    Gerbino S., Cieri L., Rainieri C., Fabbrocino G.,

    Applied Sciences (Switzerland), 11(23)

    Product design and engineering

    Abstract

    Building information modelling (BIM) plays a prominent role in a good deal of architecture, engineering and construction (AEC) works, envisaging a full transition to digitalization for the construction industry. This is also due to a number of national and international regulations regarding the design, erection, and management of civil engineering constructions. For this reason, full interoperability of software environments such as computeraided design (CAD) and computer‐aided engineering (CAE) is a necessary requirement, particularly when the exchange of information comes from different disciplines. Users, throughout the years, have faced CAD–CAE interoperability issues despite following the IFC neutral open file format. This inability to share data (CAD to CAD, CAD to CAE) often generates model-interpretation problems as well as a lack of parametric information and a disconnection of elements. This paper addresses issues and mapping mechanisms in the exchange of data for the purpose of defining a baseline for the current status of bidirectional data exchange between AEC CAD/CAE software via the IFC format. A benchmark study, covering three years of software releases is illustrated; the assessment of the software performance was made with reference to criteria associated with the software's level of suitability for use of the structural models. Four classes of performance, depending on the accuracy of the data transfer and on the associated corrective actions to be taken, were adopted. This confirmed that at the moment, the implementation of the IFC standard by software manufacturers is geared towards an expert class of users. Further efforts are needed in order to ensure its application is adopted by a wider class, thus extending and regulating its use by national, regional, and local authorities.

    Keywords: BIM interoperability , Building information modelling (BIM) , Computer‐aided design (CAD) , Computer‐aided engineering (CAE) , Data exchange , Industry Foundation Classes (IFC)

  14. Articolo su rivista2021

    Investigation on Geometrical Complexity Techniques for Assessing AM Feasibility

    Greco A., Piccicacchi G., Manco P., Defranchi R., Ambrico M., Caputo F., Gerbino S.,

    Macromolecular Symposia, 396(1)

    Additive manufacturingProduct design and engineering

    Abstract

    Currently, there is a growing interest of industries in applying additive manufacturing (AM) technology for generating objects with high geometrical complexity and low weight, ensuring good performance, comparable to those ones of products realized by means of traditional techniques. Anyway, it is still usual to realize AM products without focusing on the morphology of the object, hence without exploiting all the advantages of the technique. Indeed, since the several suitable AM technologies, it should be useful to know the functional characteristics of the component for the best choice of the appropriate one and its constructive complexity. In this regard, the 3D modeling strategy is extremely crucial for a proper realization of AM products. The paper deals with a study of the geometrical complexity of dashboard components of a car, based on several techniques for evaluating the geometric complexity. The latter is a fundamental element for estimating the feasibility of AM in terms of production costs and the benefits with respect to traditional molding. In detail, the study focuses on comparing several geometrical complexity evaluation techniques in order to identify the one that simplifies the calculation and better approximates the most used in literature.

    Keywords: additive manufacturing , CAD , geometrical complexity

  15. Articolo su rivista2021

    Preliminary analysis of alternative divertors for DEMO

    Militello F., Aho-Mantila L., Ambrosino R., Body T., Bufferand H., Calabro G., Ciraolo G., Coster D., Di Gironimo G., Fanelli P., Fedorczak N., Herrmann A., Innocente P., Kembleton R., Lilburne J., Lunt T., Marzullo D., Merriman S., Moulton D., Nielsen A.H., Omotani J., Ramogida G., Reimerdes H., Reinhart M., Ricci P., Riva F., Stegmeir A., Subba F., Suttrop W., Tamain P., Teschke M., Thrysoe A., Treutterer W., Varoutis S., Wensing M., Wilde A., Wischmeier M., Xiang L.Y.,

    Nuclear Materials and Energy, 26

    Product design and engineering

    Abstract

    A physics and engineering analysis of alternative divertor configurations is carried out by examining benefits and problems by comparing the baseline single null solution with a Snowflake, an X- and a Super-X divertor. It is observed that alternative configurations can provide margin and resilience against large power fluctuations, but their engineering has intrinsic difficulties, especially in the balance between structural solidity and accessibility of the components and when the specific poloidal field coil positioning poses further constraints. A hybrid between the X- and Super-X divertor is proposed as a possible solution to the integration challenge.

    Keywords: Alternative divertor configurations , DEMO , Divertor design

  16. Articolo su rivista2021

    Conceptual design and virtual prototyping of a wearable upper limb exoskeleton for assisted operations

    Bilancia P., Berselli G.,

    International Journal on Interactive Design and Manufacturing, 15(4), pp. 525-539

    Virtual prototyping and digital twin

    Abstract

    This paper introduces a novel upper limb robotic exoskeleton designed to assist industrial operators in a wide range of manual repetitive tasks, such as tool handling and lifting/moving of heavy items. Due to its reduced size and high maneuverability, the proposed portable device may also be employed for rehabilitation purposes (e.g. as an aid for people with permanent neuromuscular diseases or post-stroke patients). Its primary function is to compensate the gravity loads acting on the human shoulder by means of a hybrid system consisting of four electric motors and three passive springs. The paper focuses on the exoskeleton mechanical design and virtual prototyping. After a preliminary review of the existent architectures and procedures aimed at defining the exoskeleton functional requirements, a detailed behavioral analysis is conducted using analytical and numerical approaches. The developed interactive model allows to simulate both kinematics and statics of the exoskeleton for every possible movement within the design workspace. To validate the model, the results have been compared with the ones achieved with a commercial multibody software for three different operator's movements.

    Keywords: Computer aided design , Gravity balancing , Robotic arm , Upper limb exoskeleton , Virtual prototyping

  17. Articolo su rivista2021

    An Overview of Procedures and Tools for Designing Nonstandard Beam-Based Compliant Mechanisms

    Bilancia P., Berselli G.,

    CAD Computer Aided Design, 134

    Product design and engineeringVirtual prototyping and digital twin

    Abstract

    Beam-based Compliant Mechanisms (CMs) are increasingly studied and implemented in precision engineering. Straight beams with uniform cross section are the basic modules in several design concepts, which can be deemed as standard CMs. Their behavioral analysis can be addressed with a large variety of techniques, including the Euler–Bernoulli beam theory, the Pseudo-Rigid Body (PRB) method, the beam constraint model and the discretization-based methods. This variety is unquestionably reduced when considering nonstandard CMs, namely design problems involving special geometries, such as curve/spline beams, variable section beams, nontrivial shapes and contact pairs. The 3D Finite Element Analysis (FEA) provides accurate results but its high computational cost makes it inappropriate for optimization purposes. This work compares the potentialities of computationally efficient modeling techniques (1D FEA, PRB method and chained-beam constraint model), focusing on their applicability in nonstandard planar problems. The cross-axis flexural pivot is used as a benchmark in this research due to its high configurable behavior and wide range of applications. In parallel, as an attempt to provide an easy-to-use environment for CM analysis and design, a multi-purpose tool comprising Matlab and a set of modern Computer-Aided Design/Engineering packages is presented. The framework can implement different solvers depending on the adopted behavioral models. Summary tables are reported to guide the designers in the selection of the most appropriate technique and software framework. Lastly, efficient design procedures that allow to configure nonstandard beam-based CMs with prescribed behavior are examined with two design examples.

    Keywords: CAD/CAE software framework , Compliant Mechanisms , Cross-axis flexural pivot , Design methods , Shape optimization , Virtual Prototyping

  18. Articolo su rivista2021

    Design of a bio-inspired contact-aided compliant wrist

    Bilancia P., Baggetta M., Berselli G., Bruzzone L., Fanghella P.,

    Robotics and Computer-Integrated Manufacturing, 67

    Virtual prototyping and digital twin

    Abstract

    This paper reports about the design of a bio-inspired compliant wrist, whose mobility (i.e. ulnar-radial deviation and flexion-extension) has been realized by employing two pairs of contact-aided Cross-Axis Flexural Pivots (CAFPs), actuated via remotely-placed servo-motors and tendon transmissions. The human wrist behaves differently when deflecting in clockwise or anticlockwise direction, both in terms of maximum angular deflection and passive stiffness. The device proposed hereafter aims at mimicking such natural asymmetry, while withstanding unexpected external loads. In order to fulfill these requirements, two contacts are included: (i) a pure rolling contact (named passive contact), achieved via a cam mechanism guiding the CAFP deflection and ensuring the wrist resistance to compressive loads; (ii) a purposely shaped contact pair (named active contact), acting on one beam of the CAFP so as to increase its stiffness. The design procedures and tools specifically developed for the wrist optimization are described. In the first step, a CAFP shape optimization is performed, followed by the synthesis of the active contact pair. In the second step, the centrodes are computed and then used to generate the passive contact profiles. At last, the third step focuses on the definition of the tendons routing. To prove the validity of the numerical models, a physical prototype of the wrist is produced and tested. Direct comparisons between simulations and experiments confirm the efficacy of the proposed design method.

    Keywords: CAD/CAE multi-software framework , Compliant mechanism , Cross-axis flexural pivot , Robotic wrist , Shape optimization , Virtual prototyping

  19. Articolo su rivista2021

    Reverse engineering by CAD template fitting: study of a fast and robust template-fitting strategy

    Buonamici F., Carfagni M., Furferi R., Volpe Y., Governi L.,

    Engineering with Computers, 37(4), pp. 2803-2821

    3D scanning

    Abstract

    This paper considers the fitting of a CAD template model to tessellated data as strategy to implement a reverse engineering process that aims at the reconstruction of a parametric associative CAD model. The reconstruction methodology, called Template-Based CAD Reconstruction (TCRT), has been presented and fully discussed in a previous paper Buonamici et al. (J Comput Des Eng 5:145–159, 2018). The present paper focuses on the study of a fast and robust strategy to perform the fitting of the Template CAD Model to reference data. The study explores how different optimization strategies and evaluation metrics can affect a parametric CAD-fitting methodology. Two different optimization algorithms (PSO and GA) and three formulations of the objective function are tested to find the most effective combination. Reconstruction test cases are presented and discussed in the text.

    Keywords: CAD reconstruction , CAD template , Fitting , Genetic Algorithm , Particle Swarm Optimization , Reverse engineering

  20. Articolo su rivista2021

    Home physiotherapy rehabilitation based on RGB-D sensors: a hybrid approach to the joints angular range of motion estimation

    Uccheddu F., Governi L., Furferi R., Carfagni M.,

    International Journal on Interactive Design and Manufacturing, 15(1), pp. 99-102

    3D scanningMethods for medical applications

    Abstract

    Home-based recovery is gradually being used to reduce health-care costs; however, with a shorter stay in the hospital, the risk of growing adverse clinical outcomes exists, mainly due to the lack of motivation in the patient and on the difficulties in performing a strict control by the doctors. This is particularly true for patients who went under knee arthroplasty or total knee replacement who should strictly follow the effective recovery protocols delivered by the doctors. The development of tools for measuring the functional recovery of the operated joint is therefore deemed crucial both for the patient to feel motivated in performing the right number of exercises, and for the doctor that can follow him/her up remotely. One of the most recognized methods for assessing the correctness of a series of recovery exercises, is to monitor the pose of the patient in real-time so as to evaluate its posture in his range of motion. Accordingly, in this paper a novel hybrid approach to 3D human pose estimation is proposed. A first estimation of 2D body pose of the patient in the scene is given, then the depth information coming from the RGB-D sensor is exploited to estimate the joints 3D coordinates. The proposed algorithm proved to overcome the main limitation of using a pure 3D skeleton tracking algorithm during physiotherapy rehabilitation.

    Keywords: 3D , Body tracking , Data fusion , Joints estimation , RGB-D camera