CN-121998286-A - Medical logistics transmission system selection method, system and device

CN121998286ACN 121998286 ACN121998286 ACN 121998286ACN-121998286-A

Abstract

The invention belongs to the technical field of intelligent medical treatment and provides a type selection method, a system and a device of a medical logistics transmission system, wherein the type selection method comprises the steps of constructing a type selection network, wherein the type selection network comprises a target layer, a criterion layer, an index layer and a scheme layer; the method comprises the steps of obtaining scores of all indexes based on performance parameters of all indexes in all medical logistics transmission systems, obtaining weights of all indexes based on importance degrees of all indexes of all criteria and importance degrees of all criteria of decision targets in a selected network of all medical logistics transmission systems, carrying out weighted fusion on the scores and the weights of all indexes of all medical logistics transmission systems to obtain comprehensive values of all medical logistics transmission systems, and taking a medical logistics transmission system corresponding to the highest comprehensive value as an optimal type selection scheme. The invention has operability and can objectively and comprehensively select the model.

Inventors

LIU BAITONG
XU DALONG
LIU DONGFU

Assignees

北京京诚华宇建筑设计研究院有限公司
中冶京诚工程技术有限公司

Dates

Publication Date: 20260508
Application Date: 20251209

Claims (10)

1. A method of selecting a medical logistics transport system, comprising: The method comprises the steps of constructing a type selection network, wherein the type selection network comprises a target layer, a criterion layer, an index layer and a scheme layer, the target layer is used for setting a decision target, the criterion layer is used for setting a criterion related to the decision target, the index layer is used for setting an index representing the degree of satisfaction of the criterion, and the scheme layer is used for setting a plurality of medical logistics transmission systems to be selected by a hospital; a scoring obtaining step, namely obtaining the scoring of each index based on the performance parameters of each index in each medical logistics transmission system; The weight obtaining step is to obtain the weight of each index based on the importance degree of each index of each criterion and the importance degree of each criterion of decision targets in the selected network; the comprehensive value obtaining step, namely weighting and fusing the scores and weights of the indexes of each medical logistics transmission system to obtain the comprehensive value of each medical logistics transmission system; and a step of model selection, in which a medical logistics transmission system corresponding to the highest comprehensive value is used as the optimal model selection scheme.
2. The method of claim 1, wherein the criteria include one or more of efficiency, safety, economy, and Shu Shizhong; Or/and the indexes corresponding to the high-efficiency criteria comprise one or more of waiting time, transmission speed, space streamline design, labor saving percentage, transportation demand meeting rate and information system intelligence, the indexes corresponding to the safety criteria comprise one or more of transmission stability, transportation error rate, fire safety, streamline safety and disinfection management, the indexes corresponding to the economic criteria comprise one or more of purchasing cost, operation cost, service life and unit energy consumption, and the indexes corresponding to the comfort criteria comprise one or more of space demand, operation noise, visual attractiveness and personnel interference.
3. The method of claim 1, wherein the medical logistics transport system comprises a plurality of pneumatic logistics transport system, rail logistics transport system, box logistics transport system, and AGV automated guided vehicle transport system.
4. The method of claim 1, wherein the weight obtaining step comprises: a criterion weight obtaining step of obtaining a criterion weight of each criterion based on a degree of importance between the respective criteria for the decision target; an initial index weight obtaining step of obtaining an initial index weight of each index corresponding to each criterion based on the importance degree between the indexes of the criterion: An index weight obtaining step of taking the product of the standard weight of the standard and the initial index weight of the index corresponding to the standard as the index weight of the index, thereby obtaining the index weight of each index; Or/and, the criterion weight obtaining step includes: obtaining a target layer judgment matrix based on importance degrees among various criteria aiming at decision targets; obtaining the criterion weight of each criterion based on the target layer judgment matrix by the following formula, thereby obtaining a criterion weight vector: Wherein, the As a rule number of the number of criteria, ; Judging a matrix for the target layer; Is the first Criterion and the first The degree of importance between the individual criteria, , , ; Judging matrix for target layer A product of row elements; Is the first Criterion weights of the respective criteria; for normalization after processing Criterion weights of the respective criteria; is a weight vector; or/and, the criterion weight obtaining step further includes: Judging whether the criterion weight vector accords with consistency verification; if the consistency check is not met, the importance degree among the criteria is adjusted until the consistency check is met; Or/and, the step of judging whether the criterion weight vector accords with the consistency check comprises the following steps: obtaining a criterion layer maximum feature root based on the target layer judgment matrix and the criterion weight through the following steps: Wherein, the The method is a maximum characteristic root of a criterion layer corresponding to a medical logistics transmission system; obtaining a criterion layer consistency index based on the criterion layer maximum feature root through the following steps: Wherein, the The method is a criterion layer consistency index corresponding to a medical logistics transmission system; The criterion layer consistency ratio is obtained based on the criterion layer consistency index by: Wherein, the A criterion layer random consistency index corresponding to a medical logistics transmission system; the standard layer consistency ratio corresponding to a medical logistics transmission system is set; judging whether the consistency ratio of the criterion layer is smaller than 0.1; If the criterion layer consistency ratio is less than 0.1, the criterion weight vector accords with the consistency check; If the criterion layer consistency ratio is not less than 0.1, the criterion weight vector does not meet the consistency check.
5. The method of claim 4, wherein the initial indicator weight obtaining step comprises: Obtaining a criterion layer judgment matrix of each criterion based on importance degrees among the indexes of the criterion; the criterion layer judgment matrix based on each criterion obtains the initial index weight of each index corresponding to each criterion through the following formula, so as to obtain an initial index weight vector: Wherein, the Is the number of indicators that are a criterion, ; A criterion layer judgment matrix which is a criterion; Is the first Individual index and the first The degree of importance between the individual indicators is, , , ; Judgment matrix for criterion layer A product of row elements; Is the first Initial index weights for the individual indices; for normalization after processing Initial index weights for the individual indices; or/and, the initial index weight obtaining step further includes: Judging whether the initial index weight vector accords with consistency verification; if the consistency check is not met, the importance degree among the indexes is adjusted until the consistency check is met; or/and, the step of judging whether the initial index weight vector accords with the consistency check comprises the following steps: Obtaining the maximum characteristic root of the index layer based on the criterion layer judgment matrix and the initial index weight through the following steps: Wherein, the The method is characterized in that the method is the maximum characteristic root of an index layer corresponding to a medical logistics transmission system; obtaining an index layer consistency index based on the maximum characteristic root of the index layer through the following steps: Wherein, the The index consistency index is corresponding to a medical logistics transmission system; obtaining an index layer consistency ratio based on the index layer consistency index by: Wherein, the The method is characterized in that the method is a random consistency index of an index layer corresponding to a medical logistics transmission system; the index layer consistency ratio corresponding to a medical logistics transmission system is set; judging whether the consistency ratio of the index layer is smaller than 0.1; If the consistency ratio of the index layers is smaller than 0.1, the initial index weight vector accords with consistency verification; if the index layer consistency ratio is not less than 0.1, the initial index weight vector does not conform to the consistency check.
6. The method of selecting a medical logistics transport system of any one of claims 1-5 further comprising: and obtaining a target layer judgment matrix or a criterion layer judgment matrix by adopting a pair comparison method and a 1-9 level scale method.
7. The method for selecting a medical logistics transport system of claim 1, characterized in that the scoring step comprises: constructing a mapping between the range of the performance parameter of the index and the score; obtaining performance parameters of the index; obtaining a score for the index based on the mapping and the performance parameters of the index; or/and, the scoring step further includes: Normalizing the scores of the indexes; or/and, the scoring step further includes: The range of performance parameters of the index was scored by the 5-point system Lickt scale.
8. A model selection system for a medical logistics transport system, comprising: The system comprises a model selection network construction module, a model selection network construction module and a model selection network, wherein the model selection network comprises a target layer, a criterion layer, an index layer and a scheme layer, the target layer is used for setting a decision target, the criterion layer is used for setting a criterion related to the decision target, the index layer is used for setting an index representing the degree of satisfaction of the criterion, and the scheme layer is used for setting a plurality of medical logistics transmission systems to be selected by a hospital; a score obtaining module configured to obtain a score for each index based on the performance parameters of each index in each medical logistics transport system; The weight obtaining module is configured to obtain the weight of each index based on the importance degree of each index relative to each criterion and the importance degree of each criterion relative to a decision target in the model selection network of each medical logistics transmission system; The scheme comprehensive value obtaining module is configured to carry out weighted fusion on the scores and weights of the indexes of the medical logistics transmission systems to obtain the comprehensive value of the medical logistics transmission systems; and the model selection module is configured to take the medical logistics transmission system corresponding to the highest comprehensive value in the comprehensive values of the medical logistics transmission systems obtained by the scheme scoring module as the optimal model scheme.
9. A computing device, comprising: A memory and a processor; The memory is configured to store computer executable instructions that, when executed by the processor, perform the steps of the method of selecting a medical logistics transport system of any of claims 1 to 7.
10. A computer readable storage medium storing computer executable instructions which when executed by a processor perform the steps of the method of selecting a medical logistics transport system in accordance with any one of claims 1 to 7.

Description

Medical logistics transmission system selection method, system and device Technical Field The invention relates to the technical field of intelligent medical treatment, in particular to a method, a system and a device for selecting a medical logistics transmission system. Background In recent years, the rapid development of information technology has greatly promoted the intelligent transformation of each industry, and hospitals have introduced logistics transmission systems to carry out material distribution, medicine transmission, sample inspection, medical record transfer and the like in the hospitals so as to realize the efficient operation of the hospitals. The introduction of the medical logistics transmission system has important significance for optimizing hospital operation and improving medical service quality. At present, medical logistics transport systems are rich in variety, and comprise a medical pneumatic logistics transport system, a track logistics transport system, a box logistics transport system, an AGV automatic guided vehicle transport system and the like. The hospital usually selects a medical logistics transmission system according to experience or economic cost consideration, and comprehensive applicability of different systems is difficult to comprehensively and objectively evaluate, so that deviation of model selection decisions is possible, daily operation efficiency, service response speed and cost control after the hospital is built are adversely affected, and hidden dangers affecting long-term development of the hospital are buried. Accordingly, there is a need for an objective, comprehensive and operable option for medical logistics transport systems. Disclosure of Invention In order to overcome the deviation caused by the one-sided and subjective type selection of the medical logistics transmission system in the prior art, the invention provides a type selection method, a system and a device of the medical logistics transmission system. According to one aspect of the present invention, there is provided a method of selecting a medical logistics transport system, comprising: The method comprises the steps of constructing a type selection network, wherein the type selection network comprises a target layer, a criterion layer, an index layer and a scheme layer, the target layer is used for setting a decision target, the criterion layer is used for setting a criterion related to the decision target, the index layer is used for setting an index representing the degree of satisfaction of the criterion, and the scheme layer is used for setting a plurality of medical logistics transmission systems to be selected by a hospital; a scoring obtaining step, namely obtaining the scoring of each index based on the performance parameters of each index in each medical logistics transmission system; The weight obtaining step is to obtain the weight of each index based on the importance degree of each index of each criterion and the importance degree of each criterion of decision targets in the selected network; the comprehensive value obtaining step, namely weighting and fusing the scores and weights of the indexes of each medical logistics transmission system to obtain the comprehensive value of each medical logistics transmission system; and a step of model selection, in which a medical logistics transmission system corresponding to the highest comprehensive value is used as the optimal model selection scheme. In one possible implementation, the criteria include one or more of high efficiency, safety, economy, and Shu Shizhong. In one possible implementation, the indicators corresponding to the high-efficiency criteria include one or more of waiting time, transmission speed, space streamline design, labor saving percentage, transportation demand satisfaction rate and information system intelligence, the indicators corresponding to the safety criteria include one or more of transmission stability, transportation error rate, fire safety, streamline safety and disinfection management, the indicators corresponding to the economic criteria include one or more of purchasing cost, operation cost, service life and unit energy consumption, and the indicators corresponding to the comfort criteria include one or more of space demand, operation noise, visual aesthetics and personnel interference. In one possible implementation, the medical logistics transport system includes a plurality of pneumatic logistics transport systems, rail logistics transport systems, box logistics transport systems, and AGV automated guided vehicle transport systems. In one possible implementation, the weight obtaining step includes: a criterion weight obtaining step of obtaining a criterion weight of each criterion based on a degree of importance between the respective criteria for the decision target; an initial index weight obtaining step of obtaining an initial index weight of each index corresponding to each criterion