OPTIMIZATION ANALYSIS METHOD AND APPARATUS OF ADHESIVE POSITION IN AUTOMOTIVE BODY
20230161930 · 2023-05-25
Assignee
Inventors
Cpc classification
G01H17/00
PHYSICS
G06F2119/14
PHYSICS
Y02T10/40
GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
G06F30/23
PHYSICS
Y02T90/00
GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
International classification
Abstract
An optimization analysis method of an adhesive position in an automotive body includes: imposing a predetermined vibration condition on an automotive body model, performing frequency response analysis, and obtaining a vibration mode generated in the automotive body model, and a deformation form in the vibration mode; determining a load condition to be imposed on the automotive body model; generating an optimization analysis model obtained by setting an adhesive candidate in the automotive body model; setting an optimization analysis condition used to perform optimization analysis by using the adhesive candidate set in the generated optimization analysis model; and imposing the load condition determined in the load condition determination step on the optimization analysis model, performing the optimization analysis, and obtaining the adhesive candidate that satisfies the optimization analysis condition, as an optimized adhesive portion where each parts assembly is adhesively bonded.
Claims
1. An optimization analysis method of an adhesive position in an automotive body for obtaining an optimized position where a parts assembly is adhesively bonded by using a structural adhesive in conjunction with welding, the method being executed by a computer using an automotive body model including a plurality of parts including a two-dimensional element and/or a three-dimensional element wherein a welding portion to which the plurality of parts are welded as the parts assembly is preset, and the method comprising: a frequency response analysis step of imposing a predetermined vibration condition on the automotive body model, performing frequency response analysis, and obtaining a vibration mode generated in the automotive body model, and a deformation form in the vibration mode; a load condition determination step of determining a load condition to be imposed on the automotive body model, the load condition corresponding to the deformation form in the obtained vibration mode; an optimization analysis model generation step of generating an optimization analysis model obtained by setting an adhesive candidate in the automotive body model, the adhesive candidate serving as a candidate for adhesive bonding of the parts assembly; an optimization analysis condition setting step of setting an optimization analysis condition used to perform optimization analysis by using, as an optimization target, the adhesive candidate set in the generated optimization analysis model; and an optimization analysis step of imposing the load condition determined in the load condition determination step on the optimization analysis model, performing the optimization analysis, and obtaining the adhesive candidate that satisfies the optimization analysis condition, as an optimized adhesive portion where each parts assembly is adhesively bonded.
2. An optimization analysis method of an adhesive position in an automotive body for obtaining an optimized position where a parts assembly is adhesively bonded by using a structural adhesive in conjunction with welding, the method being executed by a computer using an automotive body model including a plurality of parts including a two-dimensional element and/or a three-dimensional element wherein a welding portion to which the plurality of parts are welded as the parts assembly is preset, and the method comprising: an eigenvalue analysis step of performing eigenvalue analysis on the automotive body model, and obtaining a vibration mode generated in the automotive body model, and a deformation form in the vibration mode; a load condition determination step of determining a load condition to be imposed on the automotive body model, the load condition corresponding to the deformation form in the obtained vibration mode; an optimization analysis model generation step of generating an optimization analysis model obtained by setting an adhesive candidate in the automotive body model, the adhesive candidate serving as a candidate for adhesive bonding of the parts assembly; an optimization analysis condition setting step of setting an optimization analysis condition used to perform optimization analysis by using, as an optimization target, the adhesive candidate set in the generated optimization analysis model; and an optimization analysis step of imposing the load condition determined in the load condition determination step on the optimization analysis model, performing the optimization analysis, and obtaining the adhesive candidate that satisfies the optimization analysis condition, as an optimized adhesive portion where each parts assembly is adhesively bonded.
3. An optimization analysis apparatus of an adhesive position in an automotive body for obtaining an optimized position where a parts assembly is adhesively bonded by using a structural adhesive in conjunction with welding, by using an automotive body model including a plurality of parts including a two-dimensional element and/or a three-dimensional element wherein a welding portion to which the plurality of parts are welded as the parts assembly is preset, the optimization analysis apparatus comprising: a frequency response analysis unit configured to impose a predetermined vibration condition on the automotive body model, perform frequency response analysis, and obtain a vibration mode generated in the automotive body model, and a deformation form in the vibration mode; a load condition determination unit configured to determine a load condition to be imposed on the automotive body model, the load condition corresponding to the deformation form in the obtained vibration mode; an optimization analysis model generation unit configured to generate an optimization analysis model obtained by setting an adhesive candidate in the automotive body model, the adhesive candidate serving as a candidate for adhesive bonding of the parts assembly; an optimization analysis condition setting unit configured to set an optimization analysis condition used to perform optimization analysis by using, as an optimization target, the adhesive candidate set in the generated optimization analysis model; and an optimization analysis unit configured to impose the load condition determined by the load condition determination unit on the optimization analysis model in which the optimization analysis condition has been set, perform the optimization analysis, and obtain the adhesive candidate that satisfies the optimization analysis condition, as an optimized adhesive portion where each parts assembly is adhesively bonded.
4. An optimization analysis apparatus of an adhesive position in an automotive body for obtaining an optimized position where a parts assembly is adhesively bonded by using a structural adhesive in conjunction with welding, by using an automotive body model including a plurality of parts including a two-dimensional element and/or a three-dimensional element wherein a welding portion to which the plurality of parts are welded as the parts assembly is preset, the optimization analysis apparatus comprising: an eigenvalue analysis unit configured to perform eigenvalue analysis on the automotive body model, and obtain a vibration mode generated in the automotive body model, and a deformation form in the vibration mode; a load condition determination unit configured to determine a load condition to be imposed on the automotive body model, the load condition corresponding to the deformation form in the obtained vibration mode; an optimization analysis model generation unit configured to generate an optimization analysis model obtained by setting an adhesive candidate in the automotive body model, the adhesive candidate serving as a candidate for adhesive bonding of the parts assembly; an optimization analysis condition setting unit configured to set an optimization analysis condition used to perform optimization analysis by using, as an optimization target, the adhesive candidate set in the generated optimization analysis model; and an optimization analysis unit configured to impose the load condition determined by the load condition determination unit on the optimization analysis model in which the optimization analysis condition has been set, perform the optimization analysis, and obtain the adhesive candidate that satisfies the optimization analysis condition, as an optimized adhesive portion where each parts assembly is adhesively bonded.
Description
BRIEF DESCRIPTION OF DRAWINGS
[0015]
[0016]
[0017]
[0018]
[0019]
[0020]
[0021]
[0022]
[0023]
[0024]
[0025]
[0026]
[0027]
[0028]
[0029]
[0030]
[0031]
[0032]
[0033]
[0034]
DESCRIPTION OF EMBODIMENTS
[0035] An optimization analysis method and an apparatus of an adhesive position in an automotive body according to an embodiment of the present invention are described below with reference to
Automotive Body Model
[0036] An automotive body model serving as a target in the present invention includes a plurality of parts such as body frame parts or chassis parts. The respective parts of the automotive body model have been modeled by using a two-dimensional element and/or a three-dimensional element, and a welding portion where the respective parts will be welded as a parts assembly has been preset.
[0037] An example of an automotive body model 31 is illustrated in
[0038] The present invention handles a deformation behavior, a vibration behavior, or the like that is generated by a load acting on the automotive body model 31, and therefore respective parts in the automotive body model 31 have been modeled as an elastic body or a viscoelastic body, or an elastoplastic body. A material property or element information of each of the parts that are included in the automotive body model 31, and information relating to the welding point 33 (
[0039] Note that the welding portion of the automotive body model according to the present invention is not limited to point joining such as the welding point 33 illustrated in
Optimization Analysis Apparatus of Adhesive Position in Automotive Body
[0040] A configuration of an optimization analysis apparatus of an adhesive position in an automotive body (hereinafter simply referred to as an “optimization analysis apparatus”) according to the embodiment of the present invention is described below.
[0041] An optimization analysis apparatus 1 according to the present embodiment obtains an optimized position to be added where adhesive bonding will be performed by using a structural adhesive in conjunction with welding for bonding and joining a plurality of parts that are included in the automotive body model 31 (see
[0042] In an example of obtaining an optimized position where a parts assembly will be adhesively bonded by using a structural adhesive in conjunction with welding, by using the automotive body model 31 in which the welding point 33 where a plurality of parts will be welded as the parts assembly has been preset, as illustrated in
Display Device
[0043] The display device 3 is used to display an analysis result or the like, and includes an LCD monitor or the like.
Input Device
[0044] The input device 5 is used, for example, to provide an instruction to display the automotive body model file 23 or for an operator to input conditions, and includes a keyboard, a mouse, or the like.
Memory Storage
[0045] The memory storage 7 is used, for example, to store various files such as the automotive body model file 23, and includes a hard disk or the like.
Working Data Memory
[0046] The working data memory 9 is used to transitorily store data to be used by the arithmetic processing unit 11 or perform an arithmetic operation, and includes a random access memory (RAM) or the like.
Arithmetic Processing Unit
[0047] The arithmetic processing unit 11 includes a frequency response analysis unit 13, a load condition determination unit 15, an optimization analysis model generation unit 17, an optimization analysis condition setting unit 19, and an optimization analysis unit 21, as illustrated in
Frequency Response Analysis Unit
[0048] The frequency response analysis unit 13 imposes a predetermined vibration condition on the automotive body model 31, performs frequency response analysis, and obtains a vibration mode generated in the automotive body model 31, and a deformation form in the vibration mode.
[0049] Frequency response analysis is an analysis technique for obtaining a vibration mode indicating a response such as displacement of a structural body at a time when a vibration condition in which a stationary sign wave load is input has been imposed on the structural body, and a deformation form in the vibration mode.
[0050] In an example of frequency response analysis according to the present embodiment, a vibration condition in which a sign wave load is input in an automotive body upward direction to left-hand and right-hand rear suspension mounted portions of the automotive body model 31 has been imposed.
[0051]
[0052] In the torsional mode illustrated in
[0053] Note that a vibration condition that is imposed by the frequency response analysis unit 13 in frequency response analysis is not limited to the vibration conditions described above, and it is sufficient if a vibration condition is appropriately imposed according to deformation of a target automotive body model 31.
Load Condition Determination Unit
[0054] The load condition determination unit 15 determines a load condition (a position, a direction, or a magnitude where a load will be imposed) that corresponds to a deformation form in a vibration mode obtained by the frequency response analysis unit 13, and will be imposed on the automotive body model 31. It is sufficient if deformation of the automotive body model 31 at a point in time when the total displacement of the automotive body model 31 is a maximum is employed, for example, as the deformation form in the vibration mode.
[0055] In the present embodiment, the load condition determined by the load condition determination unit 15 has been selected from eight load conditions (a) to (h) illustrated in
[0056] The load conditions (a) to (h) illustrated in
[0065] As examples indicating deformations of the automotive body model 31 on which these load conditions have been imposed, deformations at a time when load conditions of rear torsion and rear bending have been imposed on the automotive body model 31 are illustrated in
[0066] In a case where rear torsion (
[0067] On the other hand, in a case where rear bending (
[0068] As described above, a state of deformation of the automotive body model 31 at the time of imposing each of the load conditions illustrated in
[0069] Note that the load condition determined by the load condition determination unit 15 is not limited to a load condition in which a load is imposed in the direction illustrated in
Optimization Analysis Model Generation Unit
[0070] The optimization analysis model generation unit 17 sets an additional adhesive candidate 53 in a position candidate where the parts assembly of the automotive body model 31 will be adhesively bonded by using a structural adhesive, and generates an optimization analysis model 51 to be analyzed in optimization analysis, as illustrated in
[0071] The adhesive candidate 53 in the optimization analysis model 51 is generated by performing the processing illustrated in
[0072] Note that disposition of the adhesive candidates of the parts assembly 43 in the present invention may be located on a side opposite to a side in
[0073] In addition, it is desirable that the additional adhesive candidate 53 in the optimization analysis model 51 include a three-dimensional element, but this is not restrictive. The additional adhesive candidate 53 may include a two-dimensional element and/or a beam element.
Optimization Analysis Condition Setting Unit
[0074] The optimization analysis condition setting unit 19 sets an optimization analysis condition for performing optimization analysis using, as an optimization target, the adhesive candidate 53 in the optimization analysis model 51 that has been generated by the optimization analysis model generation unit 17.
[0075] As the optimization analysis condition, two types, objectives and constraints, are set. The objectives are an optimization analysis condition that is set according to an object of optimization analysis, and examples include objectives in which strain energy is minimized, objectives in which absorbed energy is maximized and generated stress is minimized, and the like. Only one type of objectives is set. Constraints are constraints imposed in performing optimization analysis, and examples include constraints in which the optimization analysis model 51 generated from the automotive body model 31 after bonding and joining respective parts is caused to have predetermined stiffness, constraints in which a remaining adhesive candidate is caused to have a predetermined ratio (length), and the like. Plural types of constraints can be set.
Optimization Analysis Unit
[0076] The optimization analysis unit 21 imposes a load condition determined by the load condition determination unit 15 on the optimization analysis model 51, performs optimization analysis, and obtains an adhesive candidate 53 that satisfies an optimization analysis condition, as an optimized adhesive portion 55 where each parts assembly will be bonded and joined. Specifically, the optimization analysis unit 21 obtains, as the optimized adhesive portion 55, an adhesive candidate 53 that satisfies an optimization analysis condition (objectives or constraints) that has been set by the optimization analysis condition setting unit 19 from among adhesive candidates 53 in the optimization analysis model 51.
[0077] For example, in the parts assembly 43 in which the welding points 33 have been set, as illustrated in
[0078] Note that topology optimization can be applied to optimization analysis performed by the optimization analysis unit 21. Then, in using the density method in topology optimization, in a case where there are many intermediate densities, it is preferable that discretization be performed, as expressed by Formula (1).
where [0079] K′: stiffness matrix obtained by imposing penalty on stiffness matrix of element [0080] K: stiffness matrix of element [0081] ρ: normalized density [0082] p: penalty coefficient
[0083] A penalty coefficient that is often used in discretization is 2 or more, but it is preferable that a penalty coefficient be 4 or more in optimization of a joining position according to the present invention.
[0084] Then, topology optimization is performed, an adhesive candidate that does not satisfy the optimization analysis condition (objectives, constraints, or a load condition) that has been set by the optimization analysis condition setting unit 19 is erased, and a significant adhesive candidate that satisfies the optimization analysis condition remains. Therefore, a position of the remaining adhesive candidate can be determined as a position where adhesive bonding will be performed by using a structural adhesive.
[0085] For example, in a case where optimization analysis has been performed by using, as an analysis target, adhesive candidates 53 that are continuously disposed, as illustrated in
[0086] Note that the optimization analysis unit 21 may perform optimization processing by using topology optimization, or may perform optimization processing by using another calculation scheme. As the optimization analysis unit 21, for example, commercially available optimization analysis software that uses the finite element method can be used.
[0087] In addition, in optimization analysis performed by the optimization analysis unit 21, an inertia force that acts during traveling of an automobile is taken into consideration according to the inertia relief method. The inertia relief method is an analysis technique for obtaining stress or strain from a force that acts on an object during constant acceleration motion in a state (free support) where the object is supported at a support point serving as a reference of coordinates of the inertia force, and has been used in static analysis of airplanes or ships during motion.
Optimization Analysis Method of Adhesive Position in Automotive Body
[0088] An optimization analysis method of a joining position in an automotive body (hereinafter simply referred to as an “optimization analysis method”) according to the embodiment of the present invention is a method for obtaining an optimized position where adhesive bonding will be performed by using a structural adhesive in conjunction with welding for bonding and joining, as a parts assembly, a plurality of parts that are included in the automotive body model 31. The optimization analysis method includes a frequency response analysis step S1, a load condition determination step S3, an optimization analysis model generation step S5, an optimization analysis condition setting step S7, and an optimization analysis step S9, as illustrated in
Frequency Response Analysis Step
[0089] The frequency response analysis step S1 is a step of imposing a predetermined vibration condition on the automotive body model 31, performing frequency response analysis, and obtaining a vibration mode generated in the automotive body model 31, and a deformation form in the vibration mode. In the optimization analysis apparatus 1 illustrated in
[0090] Then, in the present embodiment, as a vibration condition in frequency response analysis, a vibration condition in which a sign wave load is input in the automotive body upward direction to the rear suspension mounted portion 37 (see
[0091] Note that the vibration condition that is imposed in frequency response analysis in the frequency response analysis step S1 is not limited to the condition described above, and it is sufficient if a vibration condition is appropriately imposed according to deformation of a target automotive body model 31.
Load Condition Determination Step
[0092] The load condition determination step S3 is a step of determining a load condition that is imposed on the automotive body model 31 in accordance with a deformation form in the vibration mode obtained in the frequency response analysis step S1, and is performed by the load condition determination unit 15 in the optimization analysis apparatus 1 illustrated in
[0093] In the optimization analysis method according to the present embodiment, in the load condition determination step S3, one or more load conditions have been selected from eight load conditions (a) to (h) illustrated in
Optimization Analysis Model Generation Step
[0094] The optimization analysis model generation step S5 is a step of setting an additional adhesive candidate 53 serving as a candidate for adhesively bonding parts of the automotive body model 31 as a parts assembly, and generating an optimization analysis model 51 to be analyzed in optimization analysis, as illustrated in
[0095] In the present embodiment, in the optimization analysis model generation step S5, the adhesive candidate 53 in the optimization analysis model 51 has been generated according to the procedure illustrated in
Optimization Analysis Condition Setting Step
[0096] The optimization analysis condition setting step S7 is a step of setting an optimization analysis condition for performing optimization analysis using, as an optimization target, the adhesive candidate 53 (
Optimization Analysis Step
[0097] The optimization analysis step S9 is a step of imposing the load condition determined in the load condition determination step S3 on the optimization analysis model 51, performing optimization analysis, and obtaining an adhesive candidate 53 that satisfies the optimization analysis condition that has been set in the optimization analysis condition setting step S7, as an optimized adhesive portion where adhesive bonding will be performed in conjunction with welding in each parts assembly. In the optimization analysis apparatus 1 illustrated in
[0098] In the optimization analysis step S9, as a procedure of obtaining the optimized adhesive portion, in a case where the adhesive candidate 53 illustrated in
[0099] Topology optimization can be applied to optimization analysis in the optimization analysis step S9. Further, in a case where the density method is applied in topology optimization, it is preferable that a value of a penalty coefficient of an element be set to 4 or more, and discretization be performed.
[0100] Furthermore, in optimization analysis, an inertia force that acts on the automotive body model 31 is taken into consideration by using the inertia relief method.
[0101] As described above, by employing the optimization analysis method and the apparatus of the adhesive position in the automotive body according to the present embodiment, with respect to the automotive body model 31 (
[0102] In addition, in the optimization analysis method and the apparatus of the adhesive position in the automotive body according to the present embodiment described above, frequency response analysis is performed to obtain a deformation form in a vibration mode generated in an automotive body model. However, in another aspect of the present embodiment, for example, eigenvalue analysis is performed instead of frequency response analysis to obtain a deformation form in a vibration mode generated in an automotive body model.
[0103] The eigenvalue analysis is an analysis technique for obtaining a characteristic frequency or an eigenmode (a mode of vibration) that serves as vibration characteristics that a structural body has. Then, in the eigenvalue analysis, a vibration condition (an input load) is not needed, and a deformation form in a vibration mode can be obtained.
[0104]
[0105] Further,
[0106] In the optimization analysis method and the apparatus of the adhesive position in the automotive body in the other aspect of the present embodiment, as described above, similarly, the torsional mode, the bending mode, or the like serving as a vibration mode generated in the automotive body model 31 can be obtained by performing eigenvalue analysis, as illustrated as an example in
[0107] Then, a load condition that corresponds to a deformation form in the vibration mode obtained in eigenvalue analysis and will be imposed on the automotive body model 31 is determined, the determined load condition is imposed on the optimization analysis model 51 (
EXAMPLES
[0108] Analysis was conducted to check effects of the present invention, and this analysis is described below. In the present example, the automotive body model 31 in which the welding points 33 where a plurality of parts will be welded as a parts assembly have been preset, as illustrated in
[0109] First, frequency response analysis and eigenvalue analysis were performed on the automotive body model 31, and a vibration mode generated in the automotive body model 31 was obtained. In the present example, in both frequency response analysis and eigenvalue analysis, a torsional mode (see
[0110] Next, a load condition that corresponds to a deformation form in each of the bending mode and the torsional mode and will be imposed on the automotive body model 31 was determined. In determination of the load condition, from among the eight load conditions illustrated in
[0111] Next, additional adhesive candidates 53 were set in the automotive body model 31, and the optimization analysis model 51 was generated. In setting of the adhesive candidates 53, the adhesive candidates 53 were separated from an axis line of the welding points 33 that were preset in each parts assembly in the automotive body model 31 illustrated in
[0112] Next, each of objectives and constraints was set as an optimization analysis condition in the optimization analysis model 51. In the present example, as the objectives, minimizing compliance (maximizing stiffness) was set, and as the constraints, a ratio (a length) of a remaining adhesive candidate was set.
[0113] Then, under the imposed optimization analysis condition, optimization analysis was performed by using the adhesive candidates 53 of the optimization analysis model 51 as an optimization target, and an optimized adhesive portion was obtained. In the present example, it was assumed that an application length of the optimized adhesive portion is 79 m, 54 m, 28 m, and 14 m. In addition, in optimization analysis, an inertia force that acts on the optimization analysis model 51 was taken into consideration according to the inertia relief method.
[0114]
[0115] Further, frequency response analysis and eigenvalue analysis were performed on the optimization analysis model 51 in which the optimized adhesive portion 55 was set, and a frequency response of the optimization analysis model 51 and a change in vibration characteristics due to setting of the optimized adhesive portion 55 were obtained.
[0116] In frequency response analysis of the optimization analysis model 51, a vibration condition in which a sign wave load is input in the automotive body upward/downward direction to a rear suspension mounted portion (the same position as a position of the rear suspension mounted portion 37 in the automotive body model 31 illustrated in
[0117] As an example of a result of a frequency response, results of a frequency response of optimization analysis models 51 (
[0118]
[0119] In addition, in
[0120] In the frequency responses illustrated in
[0121] Further, a relationship between an application length of the optimized adhesive portion 55 set in the optimization analysis model 51 and a frequency in each of the torsional mode and the bending mode was examined.
[0122]
[0123] In
[0124]
[0125]
[0126]
[0127] As illustrated in
INDUSTRIAL APPLICABILITY
[0128] According to the present invention, an optimization analysis method and an apparatus of an adhesive position in an automotive body for obtaining an optimized position where a parts assembly is adhesively bonded by using a structural adhesive in conjunction with welding for bonding and joining the parts assembly in the automotive body in order to improve dynamic stiffness pertaining to vibration characteristic of the automotive body, can be provided.
TABLE-US-00001 Reference Signs List 1 OPTIMIZATION ANALYSIS APPARATUS 3 DISPLAY DEVICE 5 INPUT DEVICE 7 MEMORY STORAGE 9 WORKING DATA MEMORY 11 ARITHMETIC PROCESSING UNIT 13 FREQUENCY RESPONSE ANALYSIS UNIT 15 LOAD CONDITION DETERMINATION UNIT 17 OPTIMIZATION ANALYSIS MODEL GENERATION UNIT 19 OPTIMIZATION ANALYSIS CONDITION SETTING UNIT 21 OPTIMIZATION ANALYSIS UNIT 23 AUTOMOTIVE BODY MODEL FILE 31 AUTOMOTIVE BODY MODEL 33 WELDING POINT 35 FRONT SUSPENSION MOUNTED PORTION 37 REAR SUSPENSION MOUNTED PORTION 39 FRONT SUBFRAME MOUNTED PORTION 41 REAR SUBFRAME MOUNTED PORTION 43 PARTS ASSEMBLY 51 OPTIMIZATION ANALYSIS MODEL 53 ADHESIVE CANDIDATE 55 OPTIMIZED ADHESIVE PORTION 57 ERASING ADHESIVE PORTION 61 OPTIMIZATION ANALYSIS APPARATUS 63 ARITHMETIC PROCESSING UNIT 65 EIGENVALUE ANALYSIS UNIT