CN112950073A - Construction elevator health evaluation index selection method - Google Patents
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Abstract
The invention belongs to the technical field of safety evaluation of construction elevators, and particularly relates to a construction elevator health evaluation index selection method, which comprises the following steps: step 1, defining a construction elevator health evaluation system as a target, and determining a person A, a construction elevator B and an environment C as first-level indexes; step 2, carrying out quantitative weight analysis on the first-level index personnel A, step 3, carrying out quantitative weight analysis on the first-level index construction elevator B, step 4, carrying out quantitative weight analysis on the first-level index environment C, and step 5, selecting the first-level index, the second-level index and the third-level index with larger weights as health evaluation indexes of the construction elevator according to the quantitative weight analysis results of the first-level index personnel A, the construction elevator B and the environment C. The construction elevator health evaluation index selection method is high in selection speed and selection accuracy.
Description
Technical Field
The invention belongs to the technical field of safety evaluation of construction elevators, and particularly relates to a construction elevator health evaluation index selection method.
Background
At present, with the acceleration of industrialization process, security evaluation is gradually valued by many large and medium-sized enterprises and industry management departments. Because the construction elevator has severe operation environment, frequent assembly and disassembly, lacks of perfect health evaluation models and other reasons, construction elevator accidents are frequent, so that the elevator health problem becomes one of the important problems to be solved urgently in the building industry. In the field of health evaluation, the main methods are fault trees, hierarchical analysis, Bayesian networks and the like. The health state of the construction elevator is rarely predicted and analyzed at home and abroad, the reasons of mechanical faults, electrical system faults and vibration are mostly researched, and the potential safety hazard cannot be eliminated from the source. The BP neural network has stronger nonlinear mapping capability and complex logic operation capability, but the global search capability of the BP neural network is relatively weaker, and the phenomena of local extremum and slow convergence speed are easy to occur, so that the calculation efficiency and the prediction precision of the BP neural network are influenced. Therefore, it is critical to find health indexes affecting the safety hidden danger from the source at present.
Disclosure of Invention
The invention mainly aims to solve the problems in the prior art and provides a construction elevator health evaluation index selection method with high selection speed and high selection accuracy.
The technical problem solved by the invention is realized by adopting the following technical scheme: a construction elevator health evaluation index selection method comprises the following steps:
step 1, defining a construction elevator health evaluation system as a target, and determining a person A, a construction elevator B and an environment C as first-level indexes;
step 2, carrying out quantitative weight analysis on the first-level index personnel A, and comprising the following steps:
step 21, determining the second-level index of the first-level index personnel A as the manager A1Operator A2Maintenance person A3Determining second level index manager A1The three-level index of the method is a management system A11Management data A12Management system A13Determining the second level index operator A2The third level index is the psychological and physiological diathesis A21And operation proficiency A22Cognitive level A23Determining second-level index maintainer A3The three-level index of (A) is technical level A31File record A32Regulation and regulation system A33;
Step 22, constructing a judgment matrix according to the relative importance degree between indexes, and constructing a second-level index manager A of the first-level index manager A1Operator A2Maintenance person A3According to the judgment matrix, calculating a second-level index manager A1Operator A2Maintenance person A3Carrying out single-sequencing consistency check on the single-sequencing weight of the first-level index personnel A; construction of second level index manager A1Three-level index management system A11Management data A12Management system A13According to the judgment matrix, calculating a three-level index management system A11Management data A12Management system A13For the second level index manager A1And performing single rank consistency check; operator A for constructing secondary indexes2Three-level index of heart-lining and physiological diathesis A21And operation proficiency A22Cognitive level A23According to the judgment matrix, calculating three-level index mind and physical quality A21And operation proficiency A22Cognitive level A23For the second level index operator A2And performing single rank consistency check; structural second-level index maintenance personnel A3Three-level index technical level A31File record A32Regulation and regulation system A33According to the judgment matrix, calculating the technical level A of the three-level index31File record A32Regulation and regulation system A33For second-level index maintainer A3And performing single rank consistency check;
step 23, calculating a first-level index person A and a second-level index manager A1Operator A2Maintenance person A3Three-level index management system A11Management data A12Management system A13Heart lining and physiological matter A21And operation proficiency A22Cognitive level A23Technical level A31File record A32Regulation and regulation system A33Comparing the total sorting weight of the target and carrying out total sorting consistency check;
step 3, carrying out quantitative weight analysis on the first-level index construction elevator B, and comprising the following steps:
step 31, determining the second-level index of the first-level index construction elevator B as a monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Determining a secondary index monitoring parameter B1The three-level index is a suspension cage inclination angle B11Motor temperature B12Cumulative operating time B13Overload running time B14Determining a second level indicator of the electrical system B2The third-level index is distribution box B21And ground protection B22Instrument B23Anti-external interference B24Determining a second level index of the drive train B3The three-level index is a gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33Determining secondary index safety device B4The third level index is buffer B41Limit switchOff B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Determining the second-level index fence gate B5The three-level index is a landing door B51Protective fence B52Bearing capacity of foundation B53Determining the second-level index cage counterweight B6The third-level index is a steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64Determining a secondary index base member B7The third level index is fastening B71Suspension cage base B72Mass B of metal member73;
Step 32, constructing a judgment matrix according to the relative importance degree between indexes, and constructing a second-level index monitoring parameter B of the first-level index construction elevator B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7According to the judgment matrix, calculating a secondary index monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Performing single-sequencing consistency check on the single-sequencing weight of the first-level index construction elevator B; constructing a secondary index monitoring parameter B1Three-level index cage inclination angle B11Motor temperature B12Cumulative operating time B13Overload running time B14According to the judgment matrix, calculating the inclination angle B of the three-level index suspension cage11Motor temperature B12Cumulative operating time B13Overload running time B14Monitoring parameter B for secondary index1And performing single rank consistency check; constructing a two-level index electrical system B2Three-level index distribution box B21And ground protection B22Instrument B23Anti-external interference B24The judgment matrix is used for calculating a three-level index distribution box B according to the judgment matrix21And ground protection B22Instrument B23Anti-external interference B24For two-level index electrical system B2And performing single rank consistency check; constructing a two-stage index Transmission System B3Three-level index gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33According to the judgment matrix, calculating three-level index gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33For two-stage index transmission system B3And performing single rank consistency check; structure of two-stage index safety device B4Three-level index buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45According to the judgment matrix, calculating a three-level index buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Safety device B for secondary indexes4And performing single rank consistency check; structure of two-level index fence layer door B5Three-level index landing door B51Protective fence B52Bearing capacity of foundation B53According to the judgment matrix, calculating a three-level index layer gate B51Protective fence B52Bearing capacity of foundation B53For the second level index fence layer door B5And performing single rank consistency check; construction of two-stage index cage counterweight B6Three-level index steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64According to the judgment matrix, calculating a three-level index steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64For the second-level index cage counterweight B6And performing single rank consistency check; constructing a second level index base member B7Three-level index fastening B71Suspension cage base B72Mass B of metal member73According to the judgment matrixArray calculation three-level index fastening B71Suspension cage base B72Mass B of metal member73For the second level index base member B7And performing single rank consistency check;
step 33, calculating a first-level index construction elevator B and a second-level index monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Three-level index cage dip angle B11Motor temperature B12Cumulative operating time B13Overload running time B14Distribution box B21And ground protection B22Instrument B23Anti-external interference B24Gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33Buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Landing door B51Protective fence B52Bearing capacity of foundation B53Steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64Fastening B71Suspension cage base B72Mass B of metal member73Comparing the total sorting weight of the target and carrying out total sorting consistency check;
step 4, carrying out quantitative weight analysis on the primary index environment C, and comprising the following steps:
step 41, determining the secondary index of the primary index environment C as the working space C1Human-machine work efficiency C2Determining a second level index working space C1The third level index of (A) is the climate environment C11Space environment C12Determining the human-machine efficiency C of the secondary index2The three-level index of (2) is spatial layout C21Light ray sanitation C22Vibration noise C23;
Step 42, constructing a judgment matrix according to the relative importance degree between the indexes, and constructing a second-level index operation space C of a first-level index environment C1Human-machine work efficiency C2According to the judgment matrix, calculating the second-level index operation space C1Human-machine work efficiency C2Performing single-rank weighting on the primary index environment C and performing single-rank consistency check; constructing a second level index work space C1Weather environment C with three levels of indexes11Space environment C12According to the judgment matrix, calculating the three-level index climate environment C11Space environment C12For the second level index working space C1And performing single rank consistency check; construction of secondary index man-machine efficiency C2Three-level index space layout C21Light ray sanitation C22Vibration noise C23According to the judgment matrix, calculating three-level index space layout C21Light ray sanitation C22Vibration noise C23For the human-machine efficiency C of the second-level index2And performing single rank consistency check;
step 43, calculating a primary index environment C and a secondary index operation space C1Human-machine work efficiency C2Weather environment with three-level index11Space environment C12Space layout C21Light ray sanitation C22Vibration noise C23Comparing the total sorting weight of the target and carrying out total sorting consistency check;
and 5, selecting the primary index, the secondary index and the tertiary index with higher weight as health evaluation indexes of the construction elevator according to quantitative weight analysis results of the primary index personnel A, the construction elevator B and the environment C.
Further, the relative importance between the indicators is determined according to expert opinions, questionnaires.
Further, the single-sequencing consistency check formula is
The smaller the CI value is, the better the consistency of the matrix is represented, and when the CI is 0, the judgment matrix is completely consistent; when CR is less than 0.1, the consistency of the matrix is good; otherwise, the judgment matrix needs to be adjusted repeatedly until CR is less than 0.1.
Further, the total ordering consistency check formula is
When CR is less than 0.1, the consistency of the matrix is good; otherwise, the judgment matrix needs to be adjusted repeatedly until CR is less than 0.1.
Further, a judgment matrix is constructed according to the relative importance degree between the indexes, and the judgment matrix A is
n indexes form an index layer { A1,A2,L,An},aijIndicates an index AiRelative to the index AjThe importance degree judgment value of (1) is called a scale value.
Further, the single-rank order weight formula is
AW=λmaxW
Wherein W ═ W1,w2,L,wn)T,λmaxIs the maximum eigenvalue of the decision matrix a.
The invention has the beneficial effects that:
the method adopts an analytic hierarchy process to select health evaluation indexes, respectively determines a construction elevator health evaluation system as a target, determines personnel A, a construction elevator B and an environment C as first-level indexes, sets second-level indexes and third-level indexes in a hierarchical manner according to the first-level indexes, constructs a judgment matrix according to relative importance degrees among the indexes, calculates single-rank weights and total-rank weights, and finally selects the health evaluation indexes according to weight calculation results.
Drawings
Fig. 1 is a flowchart of a construction hoist health evaluation index selection method according to the present invention.
Fig. 2 is a schematic view of a health evaluation system of a construction hoist according to the present invention.
Detailed Description
The technical solutions of the present invention will be described clearly and completely with reference to the accompanying drawings, and it should be understood that the described embodiments are some, but not all embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc., indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, and are only for convenience of description and simplicity of description, but do not indicate or imply that the device or element being referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus, should not be construed as limiting the present invention. Furthermore, the terms "first," "second," and "third" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
In the description of the present invention, it should be noted that, unless otherwise explicitly specified or limited, the terms "mounted," "connected," and "connected" are to be construed broadly, e.g., as meaning either a fixed connection, a removable connection, or an integral connection; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood in specific cases to those skilled in the art.
As shown in fig. 1-2, the method for selecting the health evaluation index of the construction elevator provided by the invention comprises the following steps:
step 1, defining a construction elevator health evaluation system as a target, and determining a person A, a construction elevator B and an environment C as first-level indexes;
step 2, carrying out quantitative weight analysis on the first-level index personnel A, and comprising the following steps:
step 21, determining the second-level index of the first-level index personnel A as the manager A1Operator A2Maintenance person A3Determining second level index manager A1The three-level index of the method is a management system A11Management data A12Management system A13Determining the second level index operator A2The third level index is the psychological and physiological diathesis A21And operation proficiency A22Cognitive level A23Determining second-level index maintainer A3The three-level index of (A) is technical level A31File record A32Regulation and regulation system A33;
Step 22, constructing a judgment matrix according to the relative importance degree between indexes, and constructing a second-level index manager A of the first-level index manager A1Operator A2Maintenance person A3According to the judgment matrix, calculating a second-level index manager A1Operator A2Maintenance person A3Carrying out single-sequencing consistency check on the single-sequencing weight of the first-level index personnel A; construction of second level index manager A1Three-level index management system A11And manageData A12Management system A13According to the judgment matrix, calculating a three-level index management system A11Management data A12Management system A13For the second level index manager A1And performing single rank consistency check; operator A for constructing secondary indexes2Three-level index of heart-lining and physiological diathesis A21And operation proficiency A22Cognitive level A23According to the judgment matrix, calculating three-level index mind and physical quality A21And operation proficiency A22Cognitive level A23For the second level index operator A2And performing single rank consistency check; structural second-level index maintenance personnel A3Three-level index technical level A31File record A32Regulation and regulation system A33According to the judgment matrix, calculating the technical level A of the three-level index31File record A32Regulation and regulation system A33For second-level index maintainer A3And performing single rank consistency check;
step 23, calculating a first-level index person A and a second-level index manager A1Operator A2Maintenance person A3Three-level index management system A11Management data A12Management system A13Heart lining and physiological matter A21And operation proficiency A22Cognitive level A23Technical level A31File record A32Regulation and regulation system A33Comparing the total sorting weight of the target and carrying out total sorting consistency check;
step 3, carrying out quantitative weight analysis on the first-level index construction elevator B, and comprising the following steps:
step 31, determining the second-level index of the first-level index construction elevator B as a monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Determining the second-level index monitoring parameterB1The three-level index is a suspension cage inclination angle B11Motor temperature B12Cumulative operating time B13Overload running time B14Determining a second level indicator of the electrical system B2The third-level index is distribution box B21And ground protection B22Instrument B23Anti-external interference B24Determining a second level index of the drive train B3The three-level index is a gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33Determining secondary index safety device B4The third level index is buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Determining the second-level index fence gate B5The three-level index is a landing door B51Protective fence B52Bearing capacity of foundation B53Determining the second-level index cage counterweight B6The third-level index is a steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64Determining a secondary index base member B7The third level index is fastening B71Suspension cage base B72Mass B of metal member73;
Step 32, constructing a judgment matrix according to the relative importance degree between indexes, and constructing a second-level index monitoring parameter B of the first-level index construction elevator B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7According to the judgment matrix, calculating a secondary index monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Performing single-sequencing consistency check on the single-sequencing weight of the first-level index construction elevator B; constructing a secondary index monitoring parameter B1Three-level index cage inclination angle B11Motor temperature B12Cumulative operating time B13Overload running time B14According to the judgment matrix, calculating the inclination angle B of the three-level index suspension cage11Motor temperature B12Cumulative operating time B13Overload running time B14Monitoring parameter B for secondary index1And performing single rank consistency check; constructing a two-level index electrical system B2Three-level index distribution box B21And ground protection B22Instrument B23Anti-external interference B24The judgment matrix is used for calculating a three-level index distribution box B according to the judgment matrix21And ground protection B22Instrument B23Anti-external interference B24For two-level index electrical system B2And performing single rank consistency check; constructing a two-stage index Transmission System B3Three-level index gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33According to the judgment matrix, calculating three-level index gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33For two-stage index transmission system B3And performing single rank consistency check; structure of two-stage index safety device B4Three-level index buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45According to the judgment matrix, calculating a three-level index buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Safety device B for secondary indexes4And performing single rank consistency check; structure of two-level index fence layer door B5Three-level index landing door B51Protective fence B52Bearing capacity of foundation B53According to the judgment matrix, calculating a three-level index layer gate B51Protective fence B52Bearing capacity of foundation B53For the second level index fence layer door B5And performing single rank consistency check; structure two-stage index craneCage counterweight B6Three-level index steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64According to the judgment matrix, calculating a three-level index steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64For the second-level index cage counterweight B6And performing single rank consistency check; constructing a second level index base member B7Three-level index fastening B71Suspension cage base B72Mass B of metal member73According to the judgment matrix, calculating three-level index fastening B71Suspension cage base B72Mass B of metal member73For the second level index base member B7And performing single rank consistency check;
step 33, calculating a first-level index construction elevator B and a second-level index monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Three-level index cage dip angle B11Motor temperature B12Cumulative operating time B13Overload running time B14Distribution box B21And ground protection B22Instrument B23Anti-external interference B24Gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33Buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Landing door B51Protective fence B52Bearing capacity of foundation B53Steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64Fastening B71Suspension cage base B72Mass B of metal member73Comparing the total sorting weight of the target and carrying out total sorting consistency check;
step 4, carrying out quantitative weight analysis on the primary index environment C, and comprising the following steps:
step 41, determining the secondary index of the primary index environment C as the working space C1Human-machine work efficiency C2Determining a second level index working space C1The third level index of (A) is the climate environment C11Space environment C12Determining the human-machine efficiency C of the secondary index2The three-level index of (2) is spatial layout C21Light ray sanitation C22Vibration noise C23;
Step 42, constructing a judgment matrix according to the relative importance degree between the indexes, and constructing a second-level index operation space C of a first-level index environment C1Human-machine work efficiency C2According to the judgment matrix, calculating the second-level index operation space C1Human-machine work efficiency C2Performing single-rank weighting on the primary index environment C and performing single-rank consistency check; constructing a second level index work space C1Weather environment C with three levels of indexes11Space environment C12According to the judgment matrix, calculating the three-level index climate environment C11Space environment C12For the second level index working space C1And performing single rank consistency check; construction of secondary index man-machine efficiency C2Three-level index space layout C21Light ray sanitation C22Vibration noise C23According to the judgment matrix, calculating three-level index space layout C21Light ray sanitation C22Vibration noise C23For the human-machine efficiency C of the second-level index2And performing single rank consistency check;
step 43, calculating a primary index environment C and a secondary index operation space C1Human-machine work efficiency C2Weather environment with three-level index11Space environment C12Space layout C21Light ray sanitation C22Vibration noise C23Comparing the total sorting weight of the target and carrying out total sorting consistency check;
and 5, selecting the primary index, the secondary index and the tertiary index with higher weight as health evaluation indexes of the construction elevator according to quantitative weight analysis results of the primary index personnel A, the construction elevator B and the environment C.
Further, the relative importance between the indicators is determined according to expert opinions, questionnaires.
Further, the single-sequencing consistency check formula is
The smaller the CI value is, the better the consistency of the matrix is represented, and when the CI is 0, the judgment matrix is completely consistent; when CR is less than 0.1, the consistency of the matrix is good; otherwise, the judgment matrix needs to be adjusted repeatedly until CR is less than 0.1.
Further, the total ordering consistency check formula is
When CR is less than 0.1, the consistency of the matrix is good; otherwise, the judgment matrix needs to be adjusted repeatedly until CR is less than 0.1.
Further, a judgment matrix is constructed according to the relative importance degree between the indexes, and the judgment matrix A is
n indexes form an index layer { A1,A2,L,An},aijIndicates an index AiRelative to the index AjThe importance degree judgment value of (1) is called a scale value.
Further, the single-rank order weight formula is
AW=λmaxW
Wherein W ═ W1,w2,L,wn)T,λmaxIs the maximum eigenvalue of the decision matrix a.
Examples
A construction elevator health evaluation index selection method comprises the following steps:
step 1, defining a construction elevator health evaluation system as a target, and determining a person A, a construction elevator B and an environment C as first-level indexes;
step 2, carrying out quantitative weight analysis on the first-level index personnel A, and comprising the following steps:
step 21, determining the second-level index of the first-level index personnel A as the manager A1Operator A2Maintenance person A3Determining second level index manager A1The three-level index of the method is a management system A11Management data A12Management system A13Determining the second level index operator A2The third level index is the psychological and physiological diathesis A21And operation proficiency A22Cognitive level A23Determining second-level index maintainer A3The three-level index of (A) is technical level A31File record A32Regulation and regulation system A33;
Step 22, constructing a judgment matrix according to the relative importance degree between indexes, and constructing a second-level index manager A of the first-level index manager A1Operator A2Maintenance person A3According to the judgment matrix, calculating a second-level index manager A1Operator A2Maintenance person A3Carrying out single-sequencing consistency check on the single-sequencing weight of the first-level index personnel A; structure two-stage fingerMark manager A1Three-level index management system A11Management data A12Management system A13According to the judgment matrix, calculating a three-level index management system A11Management data A12Management system A13For the second level index manager A1And performing single rank consistency check; operator A for constructing secondary indexes2Three-level index of heart-lining and physiological diathesis A21And operation proficiency A22Cognitive level A23According to the judgment matrix, calculating three-level index mind and physical quality A21And operation proficiency A22Cognitive level A23For the second level index operator A2And performing single rank consistency check; structural second-level index maintenance personnel A3Three-level index technical level A31File record A32Regulation and regulation system A33According to the judgment matrix, calculating the technical level A of the three-level index31File record A32Regulation and regulation system A33For second-level index maintainer A3And performing single rank consistency check;
the relative importance between the indicators is determined according to expert opinions and questionnaires. Wherein, the weight of each index to the target is determined by expert opinions (consulting special equipment detection experts), questionnaire surveys (mainly inspectors of a detection center) and the like. The expert panel scores are shown in tables 1-4.
TABLE 1 indices A-AiNine-scale scoring meter
And (3) related parameters: RI 0.52, λmax=3.0649,W={0.0810,0.7306,0.1884,}T,CI=0.0324,CR=0.0624
TABLE 2 index A1-A1iNine-scale scoring meter
And (3) related parameters: RI 0.52, λmax=3,W={0.4286,0.1429,0.4286,}T,CI=0,CR=0
TABLE 3 index A2-A2iNine-scale scoring meter
And (3) related parameters: RI 0.52, λmax=3.0385,W={0.1047,0.6370,0.2583}T,CI=0.1093,CR=0.0370
TABLE 4 index A3-A3iNine-scale scoring meter
And (3) related parameters: RI 0.52, λmax=3.0385,W={0.6370,0.1047,0.2583}T,CI=0.0193,CR=0.0370
And (4) solving each judgment matrix according to the table, solving the characteristic vector of each judgment matrix by utilizing Matlab software, and carrying out consistency check on the characteristic vectors to meet the consistency.
Wherein, a judgment matrix is constructed according to the relative importance degree between the indexes, and the judgment matrix A is
n indexes form an index layer { A1,A2,L,An},aijIndicates an index AiRelative to the index AjThe importance degree judgment value of (1) is called a scale value.
Aiming at a certain index of the upper layer, the importance of each index in the sub-layer is ranked to obtain the weight of each inter-layer index, and the concrete solving steps are as follows:
(1) weight vector W is solved
The single rank weight formula is
AW=λmaxW
Wherein W ═ W1,w2,L,wn)T,λmaxIs the maximum eigenvalue of the decision matrix a.
(2) Consistency check
The single-rank consistency check formula is
The smaller the CI value is, the better the consistency of the matrix is, and when the CI is 0, the judgment that the matrix has complete consistency is performed; when CR is less than 0.1, the consistency of the matrix is good; otherwise, the judgment matrix needs to be adjusted repeatedly until CR is less than 0.1.
To further check the consistency of the matrix, we introduced the concept of random consistency. And calculating and comparing the CI with the average random consistency index RI to obtain a random consistency check index. It should be noted here that the matrices below 2 th order have good consistency and do not need to calculate random consistency indexes. The values of RI are shown in Table 5.
TABLE 5 RI Tan
Step 23, calculating a first-level index person A and a second-level index manager A1Operator A2Maintenance person A3Three-level index management system A11Management data A12Management system A13Heart lining and physiological matter A21And operation proficiency A22Cognitive level A23Technical level A31File record A32Regulation and regulation system A33Comparing the total sorting weight of the target and carrying out total sorting consistency check;
according to the result of the ranking of the hierarchical list, the weight value of the index of the hierarchy to a certain index of the previous hierarchy can be obtained through calculation. The total sorting needs to be performed layer by layer from bottom to top. When the highest level is calculated, the single ordering of the levels is the total ordering of the levels.
If all indexes A of a certain index level1,A2,L,AnThe total ordering has been completed, resulting in a weight vector of W ═ W1,w2,L,wn}T. And AiThe index of the hierarchy corresponding to i ═ 1,2, L, n is Ai1,Ai2,L,AinThe weight vector of the hierarchy is Wi={w1,w2,L,wn}T。
The overall ordering of the hierarchy also requires a consistency check. The total sorting consistency check formula is
CI is a consistency index of the total ordering of the hierarchy, CIiAnd RIiAre respectively AiAnd the corresponding consistency index and the random consistency index obtained by the hierarchical single sorting calculation are obtained, and RI is the random consistency index. CR is a random consistency indicator of the overall ranking. When CR is less than 0.1, the consistency of the matrix is good; otherwise, the judgment matrix needs to be adjusted repeatedly until CR is less than 0.1.
And (4) performing total sequencing on all indexes of the safety evaluation of the steel structure of the construction elevator, as shown in table 6.
TABLE 6 people-index weights
CI and RI were calculated separately and a consistency check of the total ranking was performed:
and passing the consistency check of the comprehensive sequencing. Therefore, it is possible to determine the relative degree of importance among the various factors by evaluating the factors affecting the safe operation of the construction elevator using an analytic hierarchy process.
Step 3, carrying out quantitative weight analysis on the first-level index construction elevator B, and comprising the following steps:
step 31, determining the second-level index of the first-level index construction elevator B as a monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Determining a secondary index monitoring parameter B1The three-level index is a suspension cage inclination angle B11Motor temperature B12Cumulative operating time B13Overload running time B14Determining a second level indicator of the electrical system B2The third-level index is distribution box B21And ground protection B22Instrument B23Anti-external interference B24Determining a second level index of the drive train B3The three-level index is a gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33Determining secondary index safety device B4The third level index is buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Determining the second-level index fence gate B5The three-level index is a landing door B51Protective fence B52Bearing capacity of foundation B53Determining the second-level index cage counterweight B6The third-level index is a steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64Determining a secondary index base member B7The third level index is fastening B71Suspension cage base B72Mass B of metal member73;
Step 32, constructing a judgment matrix according to the relative importance degree between indexes, and constructing a second-level index monitoring parameter B of the first-level index construction elevator B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7According to the judgment matrix, calculating a secondary index monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Performing single-sequencing consistency check on the single-sequencing weight of the first-level index construction elevator B; constructing a secondary index monitoring parameter B1Three-level index cage inclination angle B11Motor temperature B12Cumulative operating time B13Overload running time B14According to the judgment matrix, calculating the inclination angle B of the three-level index suspension cage11Motor temperature B12Cumulative operating time B13Overload running time B14Monitoring parameter B for secondary index1And performing single rank consistency check; constructing a two-level index electrical system B2Three-level index distribution box B21And ground protection B22Instrument B23Anti-external interference B24The judgment matrix is used for calculating a three-level index distribution box B according to the judgment matrix21And ground protection B22Instrument B23Anti-external interference B24For two-level index electrical system B2And performing single rank consistency check; constructing a two-stage index Transmission System B3Third level index gear teethStrip B31Degree of wear of guide pulley B32Sealing property B of transmission system33According to the judgment matrix, calculating three-level index gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33For two-stage index transmission system B3And performing single rank consistency check; structure of two-stage index safety device B4Three-level index buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45According to the judgment matrix, calculating a three-level index buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Safety device B for secondary indexes4And performing single rank consistency check; structure of two-level index fence layer door B5Three-level index landing door B51Protective fence B52Bearing capacity of foundation B53According to the judgment matrix, calculating a three-level index layer gate B51Protective fence B52Bearing capacity of foundation B53For the second level index fence layer door B5And performing single rank consistency check; construction of two-stage index cage counterweight B6Three-level index steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64According to the judgment matrix, calculating a three-level index steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64For the second-level index cage counterweight B6And performing single rank consistency check; constructing a second level index base member B7Three-level index fastening B71Suspension cage base B72Mass B of metal member73According to the judgment matrix, calculating three-level index fastening B71Suspension cage base B72Mass B of metal member73For the second level index base member B7And performing single rank consistency checks;
The relative importance between the indicators is determined according to expert opinions and questionnaires. Wherein, the weight of each index to the target is determined by expert opinions (consulting special equipment detection experts), questionnaire surveys (mainly inspectors of a detection center) and the like. The expert panel scores are shown in tables 7-14.
TABLE 7 indices B-BiNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=7.0278,RI=1.36,CI=0.0046,CR=0.0034
W={0.2517,0.0500,0.2233,0.2517,0.0306,0.0963,0.0963}T
TABLE 8 index B1-B1iNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=4.0763,W={0.5806,0.1141,0.0499,0.2554}T,CI=0.0254,RI=0.89,CR=0.0286
TABLE 9 index B2-B2iNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=4.0079,W={0.2296,0.0814,0.6077,0.0814}T,CI=0.0026,RI=0.89,CR=0.0030
TABLE 10 index B3-B3iNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=3.3085,W={0.6370,0.2583,0.1047}T,CI=0.0193,RI=0.52,CR=0.0370
TABLE 11 index B4-B4iNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=5.0521,W={0.0542,0.0542,0.1260,0.2432,0.5226}T,CI=0.0130,RI=1.12,CR=0.0116
TABLE 12 index B5-B5iNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=3.0385,W={0.2583,0.1047,0.6370}T,CI=0.0193,RI=0.52,CR=0.0370
TABLE 13 index B6-B6iNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=4.0435,W={0.1524,0.0679,0.3899,0.3899}T,CI=0.0145,RI=0.89,CR=0.0163
TABLE 14 index B7-B7iNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=3.0385,W={0.6370,0.2583,0.1047}T,CI=0.0193,RI=0.52,CR=0.0370
And (4) solving each judgment matrix according to the table, solving the characteristic vector of each judgment matrix by utilizing Matlab software, and carrying out consistency check on the characteristic vectors to meet the consistency.
Step 33, calculating a first-level index construction elevator B and a second-level index monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Three-level index cage dip angle B11Motor temperature B12Cumulative operating time B13Overload running time B14Distribution box B21And ground protection B22Instrument B23Anti-external interference B24Gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33Buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Landing door B51Protective fence B52Bearing capacity of foundation B53Steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64Fastening B71Suspension cage base B72Mass B of metal member73Comparing the total sorting weight of the target and carrying out total sorting consistency check;
and (4) performing total sequencing on all indexes of the safety evaluation of the steel structure of the construction elevator, as shown in a table 15.
TABLE 15 people-index weights
CI and RI were calculated separately and a consistency check of the total ranking was performed:
and passing the consistency check of the comprehensive sequencing. Therefore, it is possible to determine the relative degree of importance among the various factors by evaluating the factors affecting the safe operation of the construction elevator using an analytic hierarchy process.
Step 4, carrying out quantitative weight analysis on the primary index environment C, and comprising the following steps:
step 41, determining the secondary index of the primary index environment C as the working space C1Human-machine work efficiency C2Determining a second level index working space C1The third level index of (A) is the climate environment C11Space environment C12Determining the human-machine efficiency C of the secondary index2The three-level index of (2) is spatial layout C21Light ray sanitation C22Vibration noise C23;
Step 42, constructing a judgment matrix according to the relative importance degree between the indexes, and constructing a second-level index operation space C of a first-level index environment C1Human-machine work efficiency C2According to the judgment matrix, calculating the second-level index operation space C1Human-machine work efficiency C2Performing single-rank weighting on the primary index environment C and performing single-rank consistency check; constructing a second level index work space C1Weather environment C with three levels of indexes11Space environment C12According to the judgment matrix, calculating the three-level index climate environment C11Space environment C12For the second level index working space C1And performing single rank consistency check; construction of secondary index man-machine efficiency C2Three-level index space layout C21Light ray sanitation C22Vibration noise C23According to the judgment matrix, calculating three-level index space layout C21Light ray sanitation C22Vibration noise C23For the human-machine efficiency C of the second-level index2And performing single rank consistency check;
the relative importance between the indicators is determined according to expert opinions and questionnaires. Wherein, the weight of each index to the target is determined by expert opinions (consulting special equipment detection experts), questionnaire surveys (mainly inspectors of a detection center) and the like. The expert panel scores are shown in tables 16-18.
TABLE 16 indices C-CiNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=2,W={0.5,0.5}T
TABLE 17 index C1-CiNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=,W={0.5,0.5}T,
TABLE 18 index C2-C2iNine-scale scoring meter
And (3) related parameters: lambda [ alpha ]max=3.0385,W={0.2583,0.1047,0.6370}T,CI=0.0193,RI=0.52,CR=0.0370
And (4) solving each judgment matrix according to the table, solving the characteristic vector of each judgment matrix by utilizing Matlab software, and carrying out consistency check on the characteristic vectors to meet the consistency.
Step 43, calculating a primary index environment C and a secondary index operation space C1Human-machine work efficiency C2Weather environment with three-level index11Space environment C12Space layout C21Light ray sanitation C22Vibration noise C23Comparing the total sorting weight of the target and carrying out total sorting consistency check;
and (4) performing total sequencing on all indexes of the safety evaluation of the steel structure of the construction elevator, as shown in a table 19.
TABLE 19 people-index weights
CI and RI were calculated separately and a consistency check of the total ranking was performed:
and passing the consistency check of the comprehensive sequencing. Therefore, it is possible to determine the relative degree of importance among the various factors by evaluating the factors affecting the safe operation of the construction elevator using an analytic hierarchy process.
And 5, selecting the primary index, the secondary index and the tertiary index with higher weight as health evaluation indexes of the construction elevator according to quantitative weight analysis results of the primary index personnel A, the construction elevator B and the environment C.
Based on the analytic hierarchy process, the weights calculated herein for the secondary index layer to the primary index layer are shown in table 20, and the weights for the tertiary index layer to the secondary index layer are shown in table 21.
TABLE 20 class II-I index weights
TABLE 21 class III-II index weights
And finally, selecting 12 indexes of operators, maintenance personnel, a suspension cage inclination angle, motor temperature, accumulated operation time, overload operation time, a transmission system, a safety device, a suspension cage counterweight, a foundation member, an operation space and man-machine work efficiency as health evaluation indexes of the construction elevator.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solution of the present invention, and not to limit the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention.
Claims (6)
1. A construction elevator health evaluation index selection method is characterized by comprising the following steps: the method comprises the following steps:
step 1, defining a construction elevator health evaluation system as a target, and determining a person A, a construction elevator B and an environment C as first-level indexes;
step 2, carrying out quantitative weight analysis on the first-level index personnel A, and comprising the following steps:
step 21, determining the second-level index of the first-level index personnel A as the manager A1Operator A2Maintenance person A3Determining second level index manager A1The three-level index of the method is a management system A11Management data A12Management system A13Determining the second level index operator A2The third level index is the psychological and physiological diathesis A21And operation proficiency A22Cognitive level A23Determining second-level index maintainer A3The three-level index of (A) is technical level A31File record A32Regulation and regulation system A33;
Step 22, constructing a judgment matrix according to the relative importance degree between indexes, and constructing a second-level index manager A of the first-level index manager A1Operator A2Maintenance person A3According to the judgment matrix, calculating a second-level index manager A1Operator A2Maintenance person A3Carrying out single-sequencing consistency check on the single-sequencing weight of the first-level index personnel A;construction of second level index manager A1-Three-level index management system A11Management data A12Management system A13According to the judgment matrix, calculating a three-level index management system A11Management data A12Management system A13For the second level index manager A1And performing single rank consistency check; operator A for constructing secondary indexes2Three-level index of heart-lining and physiological diathesis A21And operation proficiency A22Cognitive level A23According to the judgment matrix, calculating three-level index mind and physical quality A21And operation proficiency A22Cognitive level A23For the second level index operator A2And performing single rank consistency check; structural second-level index maintenance personnel A3Three-level index technical level A31File record A32Regulation and regulation system A33According to the judgment matrix, calculating the technical level A of the three-level index31File record A32Regulation and regulation system A33For second-level index maintainer A3And performing single rank consistency check;
step 23, calculating a first-level index person A and a second-level index manager A1Operator A2Maintenance person A3Three-level index management system A11Management data A12Management system A13Heart lining and physiological matter A21And operation proficiency A22Cognitive level A23Technical level A31File record A32Regulation and regulation system A33Comparing the total sorting weight of the target and carrying out total sorting consistency check;
step 3, carrying out quantitative weight analysis on the first-level index construction elevator B, and comprising the following steps:
step 31, determining the second-level index of the first-level index construction elevator B as a monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Determining a secondary index monitoring parameter B1The three-level index is a suspension cage inclination angle B11Motor temperature B12Cumulative operating time B13Overload running time B14Determining a second level indicator of the electrical system B2The third-level index is distribution box B21And ground protection B22Instrument B23Anti-external interference B24Determining a second level index of the drive train B3The three-level index is a gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33Determining secondary index safety device B4The third level index is buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Determining the second-level index fence gate B5The three-level index is a landing door B51Protective fence B52Bearing capacity of foundation B53Determining the second-level index cage counterweight B6The third-level index is a steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64Determining a secondary index base member B7The third level index is fastening B71Suspension cage base B72Mass B of metal member73;
Step 32, constructing a judgment matrix according to the relative importance degree between indexes, and constructing a second-level index monitoring parameter B of the first-level index construction elevator B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7According to the judgment matrix, calculating a secondary index monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Performing single-sequencing consistency check on the single-sequencing weight of the first-level index construction elevator B; constructing a secondary index monitoring parameter B1Three-level index cage inclination angle B11MotorTemperature B12Cumulative operating time B13Overload running time B14According to the judgment matrix, calculating the inclination angle B of the three-level index suspension cage11Motor temperature B12Cumulative operating time B13Overload running time B14Monitoring parameter B for secondary index1And performing single rank consistency check; constructing a two-level index electrical system B2Three-level index distribution box B21And ground protection B22Instrument B23Anti-external interference B24The judgment matrix is used for calculating a three-level index distribution box B according to the judgment matrix21And ground protection B22Instrument B23Anti-external interference B24For two-level index electrical system B2And performing single rank consistency check; constructing a two-stage index Transmission System B3Three-level index gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33According to the judgment matrix, calculating three-level index gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33For two-stage index transmission system B3And performing single rank consistency check; structure of two-stage index safety device B4Three-level index buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45According to the judgment matrix, calculating a three-level index buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Safety device B for secondary indexes4And performing single rank consistency check; structure of two-level index fence layer door B5Three-level index landing door B51Protective fence B52Bearing capacity of foundation B53According to the judgment matrix, calculating a three-level index layer gate B51Protective fence B52Bearing capacity of foundation B53For the second level index fence layer door B5And performing single rank consistency check; construction of two-stage index cage counterweight B6Three-level index steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64According to the judgment matrix, calculating a three-level index steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64For the second-level index cage counterweight B6And performing single rank consistency check; constructing a second level index base member B7Three-level index fastening B71Suspension cage base B72Mass B of metal member73According to the judgment matrix, calculating three-level index fastening B71Suspension cage base B72Mass B of metal member73For the second level index base member B7And performing single rank consistency check;
step 33, calculating a first-level index construction elevator B and a second-level index monitoring parameter B1And an electrical system B2And a transmission system B3Safety device B4Fence layer door B5Cage counterweight B6Base member B7Three-level index cage dip angle B11Motor temperature B12Cumulative operating time B13Overload running time B14Distribution box B21And ground protection B22Instrument B23Anti-external interference B24Gear rack B31Degree of wear of guide pulley B32Sealing property B of transmission system33Buffer B41And a limit switch B42And a limit switch B43Anti-falling safety device B44Electric safety device B45Landing door B51Protective fence B52Bearing capacity of foundation B53Steel wire rope B61Interlocking device B62Escape device B63Counterweight anti-falling B64Fastening B71Suspension cage base B72Mass B of metal member73Comparing the total sorting weight of the target and carrying out total sorting consistency check;
step 4, carrying out quantitative weight analysis on the primary index environment C, and comprising the following steps:
step 41, determining the secondary index of the primary index environment C as the working space C1Human-machine work efficiency C2Determining a second level index working space C1The third level index of (A) is the climate environment C11Space environment C12Determining the human-machine efficiency C of the secondary index2The three-level index of (2) is spatial layout C21Light ray sanitation C22Vibration noise C23;
Step 42, constructing a judgment matrix according to the relative importance degree between the indexes, and constructing a second-level index operation space C of a first-level index environment C1Human-machine work efficiency C2According to the judgment matrix, calculating the second-level index operation space C1Human-machine work efficiency C2Performing single-rank weighting on the primary index environment C and performing single-rank consistency check; constructing a second level index work space C1Weather environment C with three levels of indexes11Space environment C12According to the judgment matrix, calculating the three-level index climate environment C11Space environment C12For the second level index working space C1And performing single rank consistency check; construction of secondary index man-machine efficiency C2Three-level index space layout C21Light ray sanitation C22Vibration noise C23According to the judgment matrix, calculating three-level index space layout C21Light ray sanitation C22Vibration noise C23For the human-machine efficiency C of the second-level index2And performing single rank consistency check;
step 43, calculating a primary index environment C and a secondary index operation space C1Human-machine work efficiency C2Weather environment with three-level index11Space environment C12Space layout C21Light ray sanitation C22Vibration noise C23Comparing the total sorting weight of the target and carrying out total sorting consistency check;
and 5, selecting the primary index, the secondary index and the tertiary index with higher weight as health evaluation indexes of the construction elevator according to quantitative weight analysis results of the primary index personnel A, the construction elevator B and the environment C.
2. The construction elevator health evaluation index selection method according to claim 1, characterized in that: the relative importance between the indicators is determined according to expert opinions and questionnaires.
3. The construction elevator health evaluation index selection method according to claim 2, characterized in that: the single-sequencing consistency check formula is
The smaller the CI value is, the better the consistency of the matrix is represented, and when the CI is 0, the judgment matrix is completely consistent; when CR is less than 0.1, the consistency of the matrix is good; otherwise, the judgment matrix needs to be adjusted repeatedly until CR is less than 0.1.
4. The construction elevator health evaluation index selection method according to claim 2, characterized in that: the total sorting consistency check formula is
When CR is less than 0.1, the consistency of the matrix is good; otherwise, the judgment matrix needs to be adjusted repeatedly until CR is less than 0.1.
5. The construction elevator health evaluation index selection method according to claim 1, characterized in that: constructing a judgment matrix according to the relative importance degree between the indexes, wherein the judgment matrix A is
n indexes form an index layer { A1,A2,L,An},aijIndicates an index AiRelative to the index AjThe importance degree judgment value of (1) is called a scale value.
6. The construction elevator health evaluation index selection method according to claim 1, characterized in that: the single ordering weight formula is
AW=λmaxW
Wherein W ═ W1,w2,L,wn)T,λmaxIs the maximum eigenvalue of the decision matrix a.
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CN116028887A (en) * | 2023-03-29 | 2023-04-28 | 中润华谷(南京)科技有限公司 | Analysis method of continuous industrial production data |
CN116028887B (en) * | 2023-03-29 | 2023-06-30 | 中润华谷(南京)科技有限公司 | Analysis method of continuous industrial production data |
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