Food quality rapid detection result evaluation method

Abstract

The invention relates to the field of food safety, in particular to a food quality rapid detection result evaluation method, which comprises the following steps: detecting the optimal temperature duration ratio and the transportation temperature fluctuation value of each key raw material, and determining a corresponding transportation analysis mode according to the optimal temperature duration ratio and the transportation temperature fluctuation value of each key raw material; according to whether abnormal key raw materials exist in the key raw materials used in the abnormal production batches or not, whether adjustment is conducted according to the transportation process of the corresponding abnormal key raw materials or not is determined; if the transportation process is adjusted, a corresponding transportation adjustment strategy is determined according to the abnormal factors of all the abnormal key raw materials; if the transportation scheme of each key raw material is adjusted under the transportation optimization condition, the accuracy of the obtained influence factors of each abnormal key raw material is improved, and the effectiveness of the adjustment measures for the transportation process is further improved.

Description

Technical Field

[0001] The present invention relates to the field of food safety, and in particular to a method for evaluating rapid food quality detection results. Background Art

[0002] Food quality testing is an important part of ensuring food safety, and the evaluation of food quality test results also plays an important role in the adjustment of subsequent food production links. However, existing methods for evaluating rapid food quality test results often only evaluate rapid test results based on indicators that affect the accuracy of rapid test results and the quality of rapid test work, without further tracking potential problems in each link. In particular, there are many influencing factors in the long-distance transportation of different types of fruits that can affect the quality of the final product. Therefore, how to make adjustments to the production links based on monitoring data from different links and rapid test results is an urgent problem to be solved by technical personnel in this field. Summary of the invention

[0003] To this end, the present invention provides a method for evaluating the results of rapid food quality detection, which is used to overcome the problem that the prior art fails to combine the food quality detection results and the monitoring data during the production and transportation process to adjust the production and transportation adjustment process, resulting in the influencing factors in the production and transportation process continuing to affect the product quality.

[0004] To achieve the above object, the present invention provides a method for evaluating the results of rapid food quality detection, comprising:

[0005] Test the optimal temperature duration ratio and transportation temperature fluctuation value of each key raw material;

[0006] Determine the corresponding transportation analysis method according to the preferred temperature duration ratio of each key raw material and the transportation temperature fluctuation value. The transportation analysis method is to detect the storage influence coefficient or transportation influence coefficient of the key raw materials;

[0007] Determine whether to adjust the transportation process of the corresponding abnormal key raw materials according to whether there are abnormal key raw materials in each key raw material used in the abnormal production batch;

[0008] If the transportation process is adjusted, the corresponding transportation adjustment strategy is determined according to the abnormal factors of each abnormal key raw material. The transportation adjustment strategy is to adjust the transportation combination or transportation plan for the abnormal key raw materials;

[0009] If the transportation is optimized, the transportation plan for each key raw material will be adjusted.

[0010] Furthermore, the transportation temperature reference value of each key raw material during transportation is periodically detected, and the preferred temperature duration ratio is the ratio of the duration of the preferred temperature period to the transportation duration of the corresponding key raw material;

[0011] The preferred temperature period is a temperature detection period in which the transport temperature reference value is within the preferred temperature range of the corresponding key raw material;

[0012] The transportation temperature fluctuation value is determined based on the transportation temperature reference value and the transportation temperature average value obtained from each detection during the transportation process.

[0013] Furthermore, for a single key raw material, if the preferred temperature duration ratio during its transportation is less than or equal to the preset duration ratio, the storage influence coefficient setting method is determined according to the transportation method of the key raw material;

[0014] The transportation modes include independent transportation and combined transportation.

[0015] Furthermore, the storage influence coefficient is set in the following manner:

[0016] If the transportation mode of the key raw materials is independent transportation, the storage impact coefficient is determined according to the ratio of the preferred temperature time, and the storage impact coefficient is negatively correlated with the ratio of the preferred temperature time;

[0017] If the transportation method of key raw materials is combined transportation, the storage impact coefficient shall be determined based on the reference temperature matching degree between the key raw materials in the transportation combination and the influence degree of sensitive gases.

[0018] Furthermore, the temperature matching degree between the key raw materials in combined transportation is tested.

[0019] If the reference temperature matching degree is less than or equal to the preset reference temperature matching degree, the degree of influence of the sensitive gas is determined according to the temperature matching degree of each key raw material and the reference value of sensitive gas release;

[0020] If the reference temperature matching degree is greater than the preset reference temperature matching degree, the degree of influence of the sensitive gas is determined according to the amount of gas-sensitive raw materials in the transport combination.

[0021] Furthermore, for a single key raw material, if the preferred temperature duration ratio during its transportation is greater than the preset duration ratio and the transportation temperature fluctuation value is greater than the preset temperature fluctuation value, the transportation impact coefficient of the key raw material is tested;

[0022] The transportation impact coefficient is determined according to the number of loading interruptions and the average loading interruption duration during the transportation process of the key raw material.

[0023] Furthermore, the product quality coefficient of the target product of each production batch is detected, and whether the transportation process of the corresponding key raw materials is adjusted is determined according to whether there are abnormal key raw materials used in the abnormal production batch;

[0024] The abnormal production batch is a production batch corresponding to an abnormal target product, and the abnormal target product is a target product whose product quality coefficient is less than or equal to a preset product quality coefficient;

[0025] The abnormal key raw material is a key raw material whose storage impact coefficient is greater than a preset storage impact coefficient or whose transportation impact coefficient is greater than a preset transportation impact coefficient.

[0026] Furthermore, if there are abnormal key raw materials among the key raw materials used in the abnormal production batch, the transportation process of each abnormal key raw material is adjusted, and the corresponding transportation adjustment strategy is determined according to the abnormal factors of each abnormal key raw material. The transportation adjustment strategy is to adjust the transportation combination or transportation plan for the abnormal key raw materials;

[0027] The abnormal factors include a storage influence coefficient and a transportation influence coefficient.

[0028] Furthermore, if the abnormal factor of the abnormal key raw material is the storage influence coefficient, and the transportation mode is combined transportation, the transportation combination of the abnormal key raw material is adjusted, and the priority combination coefficient is determined according to the temperature matching degree of each key raw material in the transportation combination and the sensitive gas release standard value;

[0029] If the abnormal factor of the abnormal key raw material is the storage impact coefficient, and the transportation method is independent transportation, only an abnormal transportation warning will be sent to the user.

[0030] Furthermore, if the abnormal factor of the abnormal key raw material is a transportation influence coefficient, the transportation plan of the abnormal key raw material is adjusted, and the loading sensitivity coefficient of the abnormal key raw material is set according to the product quality coefficient of the corresponding abnormal target product;

[0031] The loading sensitivity coefficient is negatively correlated with the product quality coefficient of the corresponding abnormal target product.

[0032] Compared with the prior art, the beneficial effect of the present invention lies in that, in the technical scheme of the present invention, a targeted transportation analysis method is determined according to the preferred temperature time ratio and the transportation temperature fluctuation value during the actual transportation of each key raw material, so that the accuracy of the determination results of the abnormal factors of each abnormal key raw material is higher, thereby improving the effectiveness of the subsequent adjustment method for the transportation process.

[0033] Furthermore, the present invention detects the storage influence coefficient of key raw materials in which the proportion of preferred temperature time during transportation is less than or equal to the proportion of preset time, and determines the setting method of targeted storage influence coefficient according to the different transportation methods. For key raw materials in mixed transportation, the determination process of the storage influence coefficient needs to consider the temperature matching degree between each key raw material in the same transportation combination and the influence of sensitive gas on the storage effect of key raw materials. The present invention improves the accuracy of the abnormal factors obtained for each abnormal key raw material.

[0034] Furthermore, the present invention detects the transportation impact coefficient of key raw materials in which the proportion of preferred temperature time during transportation is greater than the preset time proportion and the transportation temperature fluctuation value is greater than the preset temperature fluctuation value, so as to adjust the subsequent transportation process to avoid the impact of temperature fluctuations in the transportation process on the quality of key raw materials, thereby avoiding long-term losses caused by maintaining the same transportation plan in the future. The present invention improves the effectiveness of the subsequent adjustment results of the transportation process.

[0035] Furthermore, in the present invention, if there are abnormal key raw materials among the key raw materials used in the abnormal production batches, it is necessary to adjust the transportation process corresponding to the abnormal key raw materials, and the transportation adjustment strategy of each abnormal key raw material is determined according to the corresponding abnormal factors. The transportation process is adjusted according to the abnormal factors pre-locked in each abnormal key raw material. The present invention improves the effectiveness of the adjustment method for the transportation process. BRIEF DESCRIPTION OF THE DRAWINGS

[0036] Figure 1 It is a schematic diagram of the method for evaluating the results of rapid food quality detection according to the present invention;

[0037] Figure 2 This is a flow chart of the present invention for determining the corresponding transportation analysis method according to the preferred temperature duration ratio of each key raw material and the transportation temperature fluctuation value;

[0038] Figure 3 A flow chart of the present invention for determining a setting method of a storage influence coefficient according to a transportation method of key raw materials;

[0039] Figure 4 The present invention is a flow chart for determining a transportation adjustment strategy based on abnormal factors of abnormal key raw materials. DETAILED DESCRIPTION

[0040] In order to make the objects and advantages of the present invention more clearly understood, the present invention is further described below in conjunction with embodiments; it should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.

[0041] The preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are only used to explain the technical principles of the present invention and are not intended to limit the protection scope of the present invention.

[0042] It should be noted that, in the description of the present invention, terms such as "up", "down", "left", "right", "inside" and "outside" indicating directions or positional relationships are based on the directions or positional relationships shown in the drawings. This is merely for the convenience of description and does not indicate or imply that the device or element must have a specific orientation, be constructed and operated in a specific orientation. Therefore, it cannot be understood as a limitation on the present invention.

[0043] In addition, it should be noted that in the description of the present invention, unless otherwise clearly specified and limited, the terms "installed", "connected", and "connected" should be understood in a broad sense, for example, it can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be a direct connection, or it can be indirectly connected through an intermediate medium, or it can be the internal communication of two components. For those skilled in the art, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.

[0044] See also Figures 1 to 4 As shown, the present invention provides a method for evaluating the results of rapid food quality detection, comprising:

[0045] Test the optimal temperature duration ratio and transportation temperature fluctuation value of each key raw material;

[0046] Determine the corresponding transportation analysis method according to the preferred temperature duration ratio of each key raw material and the transportation temperature fluctuation value. The transportation analysis method is to detect the storage influence coefficient or transportation influence coefficient of the key raw materials;

[0047] Determine whether to adjust the transportation process of the corresponding abnormal key raw materials according to whether there are abnormal key raw materials in each key raw material used in the abnormal production batch;

[0048] If the transportation process is adjusted, the corresponding transportation adjustment strategy is determined according to the abnormal factors of each abnormal key raw material. The transportation adjustment strategy is to adjust the transportation combination or transportation plan for the abnormal key raw materials;

[0049] If the transportation is optimized, the transportation plan for each key raw material will be adjusted.

[0050] Among them, the target product in the present invention is fruit puree, and the key raw materials are various types of raw materials required for preparing the target product. The categories of key raw materials include but are not limited to strawberries, bananas and apples. The closed compartment where the key raw materials are located during transportation is recorded as the transportation warehouse corresponding to the key raw materials. The present invention does not specifically limit the required key raw materials and the loading location of each key raw material, and the user can make adaptive settings according to the actual working scenario; the transportation optimization condition is that the abnormal key raw materials used in the abnormal production batches have completed transportation adjustment.

[0051] Specifically, the transportation temperature reference value of each key raw material during transportation is periodically detected, and the preferred temperature duration ratio is the ratio of the duration of the preferred temperature period to the transportation duration of the corresponding key raw material;

[0052] The preferred temperature period is a temperature detection period in which the transport temperature reference value is within the preferred temperature range of the corresponding key raw material;

[0053] The transportation temperature fluctuation value is determined based on the transportation temperature reference value and the transportation temperature average value obtained from each detection during the transportation process.

[0054] Among them, the present invention applies a cyclic temperature detection cycle, and the duration of the temperature detection cycle can be determined by the user. The higher the accuracy requirement of the user for the determined abnormal factors, the shorter the duration of the temperature detection cycle. A temperature detection cycle is provided, and the temperature detection cycle is 5 minutes. At the end of each temperature detection cycle, the temperature in the transport warehouse where each key raw material is located is detected, and the temperature obtained by each detection is recorded as the transportation temperature reference value of the corresponding temperature detection cycle;

[0055] In the present invention, any key raw material is provided with a preferred temperature range, and the user can set the preferred temperature range for each key raw material according to the actual situation. For example, if a key raw material is apple, its preferred temperature range is -1°C to 4°C. If the transportation temperature reference value detected during the transportation of the apple is greater than -1°C and less than or equal to 4°C, it is determined that it is in the preferred temperature range. If the transportation temperature reference value detected during the transportation of the apple is less than or equal to -1°C or greater than 4°C, it is determined that it is not in the preferred temperature range.

[0056] The preferred temperature duration ratio = the duration of the preferred temperature period / the transportation duration of the corresponding key raw material, the transportation temperature fluctuation value = the sum of the absolute values ​​of the differences between the transportation temperature reference values ​​of each time in the fluctuation detection period and the transportation temperature average value / the number of temperature detection periods included in the transportation process, the transportation temperature average value is the average value of the transportation temperature reference values ​​of each time in the transportation process, for a single key raw material, the starting time of its transportation process is the loading completion time of the key raw material, and the ending time of its transportation process is the unloading start time of the key raw material.

[0057] Specifically, for a single key raw material, if the preferred temperature duration ratio during its transportation is less than or equal to the preset duration ratio, the storage impact coefficient setting method is determined according to the transportation method of the key raw material;

[0058] The transportation modes include independent transportation and combined transportation.

[0059] Among them, the value of the preset duration ratio can be set by the user according to actual needs and historical records. The higher the user's accuracy requirement for the determined abnormal factors, the smaller the value of the preset duration ratio is. A method for determining the value of the preset duration ratio is provided. The average value of the preferred temperature duration ratio of each key raw material whose abnormal factor is the storage influence coefficient in the historical records that meet the user's accuracy requirement for the determined abnormal factors is recorded as the preset duration ratio. A value of the preset duration ratio is provided, and the value of the preset duration ratio is 0.7;

[0060] For a single key raw material, the transportation mode is determined based on whether there are other types of key raw materials in the transportation warehouse where the key raw material is located. If there are no other types of key raw materials in the transportation warehouse during the transportation of the key raw material, the transportation mode of the key raw material is determined to be independent transportation. If there are other types of key raw materials in the transportation warehouse during the transportation of the key raw material, the transportation mode of the key raw material is determined to be combined transportation, and the key raw materials in the same transportation warehouse are recorded as a transportation combination.

[0061] Specifically, the storage influence coefficient is set in the following manner:

[0062] If the transportation mode of the key raw materials is independent transportation, the storage impact coefficient is determined according to the ratio of the preferred temperature time, and the storage impact coefficient is negatively correlated with the ratio of the preferred temperature time;

[0063] If the transportation method of key raw materials is combined transportation, the storage impact coefficient shall be determined based on the reference temperature matching degree between the key raw materials in the transportation combination and the influence degree of sensitive gases.

[0064] Specifically, the temperature matching degree between the key raw materials in combined transportation is tested.

[0065] If the reference temperature matching degree is less than or equal to the preset reference temperature matching degree, the degree of influence of the sensitive gas is determined according to the temperature matching degree of each key raw material and the reference value of sensitive gas release;

[0066] If the reference temperature matching degree is greater than the preset reference temperature matching degree, the degree of influence of the sensitive gas is determined according to the amount of gas-sensitive raw materials in the transport combination.

[0067] Among them, for a single key raw material, the reference temperature matching degree is the average value of the temperature matching degrees of the key raw material and other key raw materials in the transport combination, and the temperature matching degree of the key raw material and any other key raw material in the transport combination is the ratio of the overlapping range of the preferred temperature ranges of the two key raw materials to the preferred temperature range of the key raw material; the value of the preset reference temperature matching degree can be set by the user according to actual needs and historical records. The higher the user's requirement for the accuracy of the determined abnormal factors, the smaller the value of the preset temperature matching degree is. A preset temperature matching degree value is provided, and the preset temperature matching degree value is 0.4.

[0068] For a single key raw material, if the reference temperature matching degree is less than or equal to the preset reference temperature matching degree, the degree of influence of sensitive gas is the sum of the products of the temperature matching degrees of each key raw material in the transport combination and the reference value of sensitive gas release. The reference value of sensitive gas release is the volume of sensitive gas released per unit time at the average value of the transport temperature of each key raw material during transportation. In the present invention, the sensitive gas is ethylene. If some fruits are not in the preferred temperature range, the volume of ethylene released will increase significantly, thereby affecting the storage effect of fruits with high sensitivity to ethylene gas in the transport warehouse. If the reference temperature matching degree is greater than the preset reference temperature matching degree, the degree of influence of sensitive gas is positively correlated with the number of gas-sensitive raw materials in the transport combination. Gas-sensitive raw materials are key raw materials with high sensitivity to ethylene gas. How to evaluate the sensitivity of key raw materials to ethylene gas is easy to understand for those skilled in the art and will not be elaborated here.

[0069] Specifically, for a single key raw material, if the preferred temperature duration ratio during its transportation is greater than the preset duration ratio and the transportation temperature fluctuation value is greater than the preset temperature fluctuation value, the transportation impact coefficient of the key raw material is tested;

[0070] The transportation impact coefficient is determined according to the number of loading interruptions and the average loading interruption duration during the transportation process of the key raw material.

[0071] The value of the preset temperature fluctuation value can be set by the user according to actual needs and historical records. The higher the accuracy requirement of the user for the determined abnormal factors, the smaller the value of the preset temperature fluctuation value. A method for setting the preset temperature fluctuation value is provided, and the average value of the transportation temperature fluctuation values ​​of each key raw material whose abnormal factor is the transportation influence coefficient in the historical records that meet the accuracy requirement of the determined abnormal factors by the user is recorded as the preset temperature fluctuation value; the value of the transportation influence coefficient is positively correlated with the value of the number of interrupted loading times, the value of the transportation influence coefficient is positively correlated with the value of the average interrupted loading time, and the transportation influence coefficient is the natural logarithm of the product of the number of interrupted loading times and the average interrupted loading time;

[0072] For a single key raw material, the number of loading interruptions is the number of times the transportation of the key raw material is suspended to load other key raw materials during transportation, the average loading interruption duration is the average of the durations of each loading interruption, and the loading interruption duration is the starting time of suspending transportation to the starting time of completing loading and resuming transportation;

[0073] If the proportion of the preferred temperature time during the transportation of the key raw materials is greater than the preset time proportion and the transportation temperature fluctuation value is less than or equal to the preset temperature fluctuation value, the key raw materials are judged to be in a normal state, and the storage influence coefficient or transportation influence coefficient of the key raw materials is not tested.

[0074] Specifically, the product quality coefficient of the target product of each production batch is tested, and whether the transportation process of the corresponding key raw materials is adjusted according to whether there are abnormal key raw materials used in the abnormal production batch;

[0075] The abnormal production batch is a production batch corresponding to an abnormal target product, and the abnormal target product is a target product whose product quality coefficient is less than or equal to a preset product quality coefficient;

[0076] The abnormal key raw material is a key raw material whose storage impact coefficient is greater than a preset storage impact coefficient or whose transportation impact coefficient is greater than a preset transportation impact coefficient.

[0077] Among them, the product quality coefficient is determined according to the microbial content parameter and the abnormal nutrient parameter of the target product, and the product quality coefficient is the natural logarithm of the ratio of the abnormal nutrient parameter to the microbial content parameter; the abnormal nutrient parameter is the number of categories of nutrients that are less than the corresponding preset content, and each nutrient in the target product is provided with a corresponding preset component content, and the user can set the preset component content of each nutrient according to actual needs; the microbial content parameter is the number of types of microorganisms greater than the preset content, and the user can set the preset content of each category of microorganisms according to actual needs. How to set the content of each category of nutrients and microorganisms in the target product, how to set the preset component content of each nutrient, and how to set the preset content of each category of microorganisms is easy for those skilled in the art to understand, and will not be elaborated here. The nutrients contained in the target product of the present invention include but are not limited to vitamins and minerals, and the microorganisms that may exist in the target product of the present invention include but are not limited to yeast, lactobacillus and mold;

[0078] The user can set the value of the preset product quality coefficient according to actual needs and historical records. The higher the user's quality requirements for the target product, the larger the value of the preset product quality coefficient. A method for setting the value of the preset product quality coefficient is provided. The average value of the product quality coefficient of the target product in the historical records that meet the user's quality requirements for the target product and do not require product warnings and do not require adjustments to the transportation process of key raw materials is recorded as the preset product quality coefficient; if there are no abnormal key raw materials in the key raw materials used in the abnormal production batch, the user is warned for the production process of the target product;

[0079] The values ​​of the preset storage influence coefficient and the preset transportation influence coefficient can be set by the user according to actual needs and historical records. The higher the user's requirements for the accuracy of the determined abnormal factors, the smaller the value of the preset storage influence coefficient, and the smaller the value of the preset transportation influence coefficient. A method for determining the value of the preset storage influence coefficient is provided, and the maximum value of the storage influence coefficient of the key raw materials that does not need to be adjusted for the transportation process in the historical records that meet the user's requirements for the accuracy of the determined abnormal factors is recorded as the preset storage influence coefficient. A method for determining the value of the preset transportation influence coefficient is provided, and the maximum value of the transportation influence coefficient of the key raw materials that does not need to be adjusted for the transportation process in the historical records that meet the user's requirements for the accuracy of the determined abnormal factors is recorded as the preset transportation influence coefficient.

[0080] Specifically, if there are abnormal key raw materials among the key raw materials used in the abnormal production batch, the transportation process of each abnormal key raw material is adjusted, and the corresponding transportation adjustment strategy is determined according to the abnormal factors of each abnormal key raw material. The transportation adjustment strategy is to adjust the transportation combination or transportation plan of the abnormal key raw materials;

[0081] The abnormal factors include a storage influence coefficient and a transportation influence coefficient.

[0082] Among them, if the storage impact coefficient of the abnormal key raw material is greater than the preset storage impact coefficient, the abnormal factor of the abnormal key raw material is determined to be the storage impact coefficient; if the transportation impact coefficient of the abnormal key raw material is greater than the preset transportation impact coefficient, the abnormal factor of the abnormal key raw material is determined to be the transportation impact coefficient.

[0083] Specifically, if the abnormal factor of the abnormal key raw material is the storage influence coefficient, and the transportation method is combined transportation, the transportation combination of the abnormal key raw material is adjusted, and the priority combination coefficient is determined according to the temperature matching degree of each key raw material in the transportation combination and the sensitive gas release standard value;

[0084] If the abnormal factor of the abnormal key raw material is the storage impact coefficient, and the transportation method is independent transportation, only the abnormal transportation warning will be sent to the user;

[0085] The priority combination coefficient is positively correlated with the temperature matching degree, and the priority combination coefficient is positively correlated with the sensitive gas release standard value.

[0086] Among them, the sensitive gas release standard value is the volume of sensitive gas released by each key raw material per unit time under the corresponding preferred temperature range, the priority combination coefficient is positively correlated with the temperature matching degree, and the priority combination coefficient is negatively correlated with the sensitive gas release standard value.

[0087] Specifically, if the abnormal factor of the abnormal key raw material is the transportation impact coefficient, the transportation plan of the abnormal key raw material is adjusted, and the loading sensitivity coefficient of the abnormal key raw material is set according to the product quality coefficient of the corresponding abnormal target product;

[0088] The loading sensitivity coefficient is negatively correlated with the product quality coefficient of the corresponding abnormal target product.

[0089] Among them, if the transportation optimization condition is met, the transportation plan for each key raw material is adjusted, and the number of interrupted loading times during the transportation process is reduced according to the loading sensitivity coefficient. The reduction value of the number of interrupted loading times is positively correlated with the loading sensitivity coefficient, and the transportation combination is adjusted according to the priority combination coefficient. The key raw materials with larger priority combination coefficients are given priority to form a transportation combination with the corresponding key raw materials. The number of key raw materials included in a single transportation combination can be set by the user, and can also be set according to the adjusted number of interrupted loading times, so as to avoid the storage effect of key raw materials being affected by sensitive gases and interrupted loading during the transportation process.

[0090] So far, the technical solutions of the present invention have been described in conjunction with the preferred embodiments shown in the accompanying drawings. However, it is easy for those skilled in the art to understand that the protection scope of the present invention is obviously not limited to these specific embodiments. Without departing from the principle of the present invention, those skilled in the art can make equivalent changes or substitutions to the relevant technical features, and the technical solutions after these changes or substitutions will fall within the protection scope of the present invention.

[0091] The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and variations. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.

Claims

1. A method for evaluating rapid food quality detection results, characterized in that: include: Test the optimal temperature duration ratio and transportation temperature fluctuation value of each key raw material; Determine the corresponding transportation analysis method according to the preferred temperature duration ratio of each key raw material and the transportation temperature fluctuation value. The transportation analysis method is to detect the storage influence coefficient or transportation influence coefficient of the key raw materials; Determine whether to adjust the transportation process of the corresponding abnormal key raw materials according to whether there are abnormal key raw materials in each key raw material used in the abnormal production batch; If the transportation process is adjusted, the corresponding transportation adjustment strategy is determined according to the abnormal factors of each abnormal key raw material. The transportation adjustment strategy is to adjust the transportation combination or transportation plan for the abnormal key raw materials; If the transportation is optimized, the transportation plan for each key raw material will be adjusted.

2. The method for evaluating the rapid detection results of food quality according to claim 1, characterized in that: The transportation temperature reference value of each key raw material during transportation is periodically detected, and the preferred temperature duration ratio is the ratio of the duration of the preferred temperature cycle to the transportation duration of the corresponding key raw material; The preferred temperature period is a temperature detection period in which the transport temperature reference value is within the preferred temperature range of the corresponding key raw material; The transportation temperature fluctuation value is determined based on the transportation temperature reference value and the transportation temperature average value obtained from each detection during the transportation process.

3. The method for evaluating the rapid detection results of food quality according to claim 2, characterized in that: For a single key raw material, if the preferred temperature duration ratio during its transportation is less than or equal to the preset duration ratio, the storage impact coefficient setting method is determined according to the transportation method of the key raw material; The transportation modes include independent transportation and combined transportation.

4. The method for evaluating the rapid detection results of food quality according to claim 3, characterized in that: The storage influence coefficient is set in the following manner: If the transportation mode of the key raw materials is independent transportation, the storage impact coefficient is determined according to the ratio of the preferred temperature time, and the storage impact coefficient is negatively correlated with the ratio of the preferred temperature time; If the transportation method of key raw materials is combined transportation, the storage impact coefficient shall be determined based on the reference temperature matching degree between the key raw materials in the transportation combination and the influence degree of sensitive gases.

5. The method for evaluating the rapid detection results of food quality according to claim 4, characterized in that: Test the temperature matching between key raw materials in combined transportation. If the reference temperature matching degree is less than or equal to the preset reference temperature matching degree, the degree of influence of the sensitive gas is determined according to the temperature matching degree of each key raw material and the reference value of sensitive gas release; If the reference temperature matching degree is greater than the preset reference temperature matching degree, the degree of influence of the sensitive gas is determined according to the amount of gas-sensitive raw materials in the transport combination.

6. The method for evaluating the rapid detection results of food quality according to claim 5, characterized in that: For a single key raw material, if the preferred temperature duration ratio during its transportation is greater than the preset duration ratio and the transportation temperature fluctuation value is greater than the preset temperature fluctuation value, the transportation impact coefficient of the key raw material is tested; The transportation impact coefficient is determined according to the number of loading interruptions and the average loading interruption duration during the transportation process of the key raw material.

7. The method for evaluating the rapid detection results of food quality according to claim 6, characterized in that: The product quality coefficient of the target product of each production batch is tested, and whether the transportation process of the corresponding key raw materials is adjusted according to whether there are abnormal key raw materials used in the abnormal production batch; The abnormal production batch is a production batch corresponding to an abnormal target product, and the abnormal target product is a target product whose product quality coefficient is less than or equal to a preset product quality coefficient; The abnormal key raw material is a key raw material whose storage impact coefficient is greater than a preset storage impact coefficient or whose transportation impact coefficient is greater than a preset transportation impact coefficient.

8. The method for evaluating the rapid detection results of food quality according to claim 7, characterized in that: If there are abnormal key raw materials among the key raw materials used in the abnormal production batch, the transportation process of each abnormal key raw material is adjusted, and the corresponding transportation adjustment strategy is determined according to the abnormal factors of each abnormal key raw material. The transportation adjustment strategy is to adjust the transportation combination or transportation plan of the abnormal key raw materials; The abnormal factors include a storage influence coefficient and a transportation influence coefficient.

9. The method for evaluating the rapid detection results of food quality according to claim 8, characterized in that: If the abnormal factor of the abnormal key raw material is the storage influence coefficient, and the transportation method is combined transportation, the transportation combination of the abnormal key raw material is adjusted, and the priority combination coefficient is determined according to the temperature matching degree of each key raw material in the transportation combination and the sensitive gas release standard value; If the abnormal factor of the abnormal key raw material is the storage impact coefficient, and the transportation method is independent transportation, only an abnormal transportation warning will be sent to the user.

10. The method for evaluating the rapid detection results of food quality according to claim 9, characterized in that: If the abnormal factor of the abnormal key raw material is the transportation impact coefficient, the transportation plan of the abnormal key raw material is adjusted, and the loading sensitivity coefficient of the abnormal key raw material is set according to the product quality coefficient of the corresponding abnormal target product; The loading sensitivity coefficient is negatively correlated with the product quality coefficient of the corresponding abnormal target product.

Images