Waste activated carbon pollutant data processing method

Abstract

The invention relates to the field of big data, and discloses a waste activated carbon pollutant data processing method, which comprises the following steps: generating a first broken line graph, and generating a first histogram; whether the first number in the first alternative items is larger than the minimum value in the second numbers or not is judged; if not, treating the waste activated carbon to be treated; if yes, the height of the Y axis of a column formed by the first histogram and the change amplitude corresponding to the second number corresponding to the first number is configured into the first histogram, whether the height of the Y axis of the formed column exceeds an alarm threshold value or not is judged, if yes, the waste activated carbon to be treated is rejected to be treated, and if not, the waste activated carbon to be treated is rejected to be treated. And if so, treating the waste activated carbon to be treated. The method can predict whether pollutants exceed the standard or not according to historical data and give out processing suggestions.

Description

Technical Field

[0001] The present invention relates to the field of big data, and particularly to a method for processing waste activated carbon pollutant data. Background Art

[0002] Regeneration treatment is an effective way for the recycling of waste activated carbon. Through appropriate regeneration processes, waste activated carbon can restore its adsorption capacity and be reused in industrial production. It mainly includes: thermal regeneration method, chemical regeneration method, biological regeneration method, steam regeneration method, gas regeneration method, ultrasonic regeneration method. Taking the chemical regeneration method as an example:

[0003] When the pollutants generated during the chemical regeneration process are difficult to effectively treat or pose a serious threat to the environment and human health, it is recommended to stop the regeneration. Specifically, the chemical regeneration method usually uses chemical reagents such as acids, alkalis, and oxidants to react with the pollutants adsorbed on the activated carbon to achieve the purpose of desorbing or decomposing the pollutants. In this process, volatile organic compounds (VOCs) or other harmful gases may be generated. If the emission concentration of these gases is too high and it is difficult to effectively remove them through the exhaust gas treatment facilities, it may pose a serious threat to the atmospheric environment and human health.

[0004] During the process of treating waste activated carbon, it is difficult to stop the process after detecting that the pollutants exceed the standard, and it will waste more material costs and labor costs. Whether the pollutants in the waste activated carbon during this treatment process may exceed the standard is often predicted based on the experience of the operators, and there is a significant difference between novices and veterans. The level of prediction also determines the level of production cost.

[0005] Therefore, there is a need for a method for processing waste activated carbon pollutant data that can predict whether the pollutants exceed the standard based on historical data and give treatment suggestions. Summary of the Invention

[0006] The technical problem to be solved by the present invention is to provide a method for processing waste activated carbon pollutant data that can predict whether the pollutants exceed the standard based on historical data and give treatment suggestions.

[0007] A method for processing waste activated carbon pollutant data according to the present invention includes

[0008] Obtaining the first type and the first quantity of the waste activated carbon to be treated, and obtaining the first waste activated carbon data and the corresponding first pollutant data of each first unit time of each waste gas treatment device;

[0009] Taking the time axis of the first unit time of the waste gas treatment equipment as the X-axis and the highest waste gas value of the first pollutant data generated by the waste gas treatment equipment in the first unit time as the height of the Y-axis, a first line chart is generated; taking the total treatment amount of the waste gas treatment equipment as the X-axis, and taking the treatment amount of the waste gas treatment equipment each time as the width of the column on the X-axis, and the highest waste gas value of the first pollutant data of the waste gas treatment equipment each time as the height of the column on the Y-axis, a first bar chart is generated;

[0010] According to the different stages of the waste gas treatment equipment in the pre-stored first line chart and the different stages of the waste gas equipment in the pre-stored first bar chart, the candidate stages of the first line chart and the candidate stages of the first bar chart are output;

[0011] Configure the types of waste activated carbon with the height of the Y-axis in the candidate stage of the first line chart greater than the height of the previous Y-axis as the second type; configure the quantity of waste activated carbon with the height of the Y-axis in the candidate stage of the first bar chart greater than the height of the previous Y-axis as the second quantity;

[0012] Judge whether the first type is the same as the second type. If they are not the same, then configure the waste activated carbon to be processed as the first alternative; if they are the same, then configure the height of the Y-axis of the line endpoint formed by the change amplitude corresponding to the first type in the first line chart into the first line chart, and judge whether the height of the Y-axis of the line endpoint exceeds the alarm threshold. If it exceeds, then reject the processing of the waste activated carbon to be processed; if it does not exceed, then configure the waste activated carbon to be processed as the first alternative;

[0013] Judge whether the first quantity in the above first alternative is greater than the minimum value of the multiple second quantities; if it is not greater, then process the waste activated carbon to be processed; if it is greater, then configure the height of the Y-axis of the column formed by the change amplitude corresponding to the second quantity corresponding to the first quantity in the first bar chart into the first bar chart, and judge whether the height of the Y-axis of the formed column exceeds the alarm threshold. If it exceeds, then reject the processing of the waste activated carbon to be processed. If it does not exceed, then process the waste activated carbon to be processed.

[0014] In a method for processing waste activated carbon pollutant data according to the present invention, the steps of generating the first line chart and generating the first bar chart include:

[0015] The database pre-stores a standard line chart and a standard bar chart corresponding to the waste gas treatment equipment;

[0016] Compare the origin of the first line chart generated by each waste gas treatment device with that of the standard line chart, and draw a first shadow between the first line of the first line chart and the second line of the standard line chart; determine whether the first shadow is less than the first shadow threshold. If it is not less than, delete the first line chart and reject the waste activated carbon to be processed. If it is less than, output the first line chart.

[0017] Compare the origin of the first bar chart generated by each waste gas treatment device with that of the standard bar chart. Connect the top horizontal lines of each adjacent column of the first bar chart to draw a first top column connection line. Connect the top horizontal lines of each adjacent column of the standard bar chart to draw a second top column connection line. Draw a second shadow between the first top column connection line and the second top column connection line. Determine whether the second shadow is less than the second shadow threshold. If it is not less than, delete the first bar chart and reject the waste activated carbon to be processed. If it is less than, output the first bar chart.

[0018] In a second aspect, a waste activated carbon pollutant data analysis system of the present invention includes

[0019] An input module, which is used to obtain the first type and the first quantity of the waste activated carbon to be processed, and obtain the first waste activated carbon data and the corresponding first pollutant data of each first unit time of each waste gas treatment device.

[0020] A processing module, which is used to generate a first line chart with the time axis of the first unit time of the waste gas treatment equipment as the X-axis and the highest waste gas value of the first pollutant data generated by the waste gas treatment equipment in the first unit time as the height of the Y-axis; generate a first bar chart with the total treatment amount of the waste gas treatment equipment as the X-axis, the width of each column on the X-axis being the treatment amount of the waste gas treatment equipment each time, and the height of the Y-axis of each column being the highest waste gas value of the first pollutant data of the waste gas treatment equipment each time; output the candidate stages of the first line chart and the candidate stages of the first bar chart according to the different stages of the waste gas treatment equipment in the pre-stored first line chart and the different stages of the waste gas equipment in the pre-stored first bar chart; configure the types of waste activated carbon with the height of the Y-axis in the candidate stage of the first line chart greater than the height of the previous Y-axis as the second type; configure the quantity of waste activated carbon with the height of the Y-axis in the candidate stage of the first bar chart greater than the height of the previous Y-axis as the second quantity; determine whether the first type is the same as the second type. If they are not the same, configure the waste activated carbon to be processed as the first alternative; if they are the same, configure the height of the Y-axis of the line endpoint formed by the change range corresponding to the first type in the first line chart into the first line chart, and determine whether the height of the Y-axis of the line endpoint exceeds the alarm threshold. If it exceeds, reject the processing of the waste activated carbon to be processed; if it does not exceed, configure the waste activated carbon to be processed as the first alternative; determine whether the first quantity in the first alternative is greater than the minimum value of the multiple second quantities; if it is not greater than, process the waste activated carbon to be processed; if it is greater than, configure the height of the Y-axis of the column formed by the change range corresponding to the second quantity corresponding to the first quantity in the first bar chart into the first bar chart, and determine whether the height of the Y-axis of the formed column exceeds the alarm threshold. If it exceeds, reject the processing of the waste activated carbon to be processed; if it does not exceed, process the waste activated carbon to be processed.

[0021] An output module that outputs an instruction to process the waste activated carbon to be processed or reject the processing of the waste activated carbon to be processed.

[0022] In a third aspect, a switch module for a waste activated carbon pollutant treatment device according to the present invention includes

[0023] A switch button, which is used to output a start processing signal;

[0024] An input module, which is used to obtain the first type and the first quantity of the waste activated carbon to be processed, and obtain the first waste activated carbon data and the corresponding first pollutant data of each first unit time of each waste gas treatment device;

[0025] A processing module, which is used to generate a first line chart with the time axis of the first unit time of the waste gas treatment device as the X-axis and the highest waste gas value of the first pollutant data generated by the waste gas treatment device in the first unit time as the height of the Y-axis; generate a first bar chart with the total treatment amount of the waste gas treatment device as the X-axis, the width of each column with the treatment amount of the waste gas treatment device each time as the X-axis, and the highest waste gas value of the first pollutant data of the waste gas treatment device each time as the height of the Y-axis of the column; output the candidate stages of the first line chart and the candidate stages of the first bar chart according to the different stages of the waste gas treatment device in the pre-stored first line chart and the different stages of the waste gas device in the pre-stored first bar chart; configure the waste activated carbon types with the height of the Y-axis in the candidate stage of the first line chart greater than the height of the previous Y-axis as the second type; configure the quantity of waste activated carbon with the height of the Y-axis in the candidate stage of the first bar chart greater than the height of the previous Y-axis as the second quantity; determine whether the first type is the same as the second type. If they are not the same, configure the waste activated carbon to be processed as the first alternative; if they are the same, configure the height of the Y-axis of the line segment endpoint formed by the change amplitude corresponding to the first type in the first line chart into the first line chart, and determine whether the height of the Y-axis of the line segment endpoint exceeds the alarm threshold. If it exceeds, reject the processing of the waste activated carbon to be processed; if it does not exceed, configure the waste activated carbon to be processed as the first alternative; determine whether the first quantity in the first alternative is greater than the minimum value of the multiple second quantities; if it is not greater than, process the waste activated carbon to be processed; if it is greater than, configure the height of the Y-axis of the column formed by the change amplitude corresponding to the second quantity corresponding to the first quantity in the first bar chart into the first bar chart, and determine whether the height of the Y-axis of the formed column exceeds the alarm threshold. If it exceeds, reject the processing of the waste activated carbon to be processed; if it does not exceed, process the waste activated carbon to be processed.

[0026] An output module, when it obtains an instruction to reject the processing of the waste activated carbon to be processed, does not output a start processing signal.

[0027] In a fourth aspect, an electronic device according to the present invention includes a memory and a processor. Among them, the memory is used to store a computer program; the processor is used to call the computer program so that the electronic device executes the method described above.

[0028] In a fifth aspect, a computer-readable storage medium according to the present invention includes instructions, and when the instructions run on an electronic device, the electronic device executes the method described above.

[0029] The difference between a method for processing waste activated carbon pollutant data in the present invention and the prior art lies in that the method for processing waste activated carbon pollutant data in the present invention can, when processing waste activated carbon of different types and quantities, judge the degree of pollutants that may be generated this time based on the degree of pollutants generated in its historical data, so as to judge whether the pollutants may exceed the standard this time, and then either allow the treatment of the waste activated carbon this time or reject the treatment of the waste activated carbon this time, so as to protect the environment through data prediction methods during the process of waste activated carbon treatment and avoid the problem of stopping the waste activated carbon treatment halfway due to exceeding the pollutant standard. Among them, since the service life of the waste gas treatment equipment depends not only on the usage life but also on the calendar life, the present invention comprehensively analyzes the degree of usage life and calendar life and the prediction results, so as to give a more accurate result for treating waste activated carbon, avoid exceeding the pollutant standard, protect the environment, and avoid stopping the treatment process halfway.

[0030] The following further describes a method for processing waste activated carbon pollutant data of the present invention with reference to the accompanying drawings. Brief Description of the Drawings

[0031] Figure 1 is a flowchart of a method for processing waste activated carbon pollutant data;

[0032] Figure 2 is a schematic diagram of a first line graph and a standard line graph;

[0033] Figure 3 is a schematic diagram of a first bar graph and a standard bar graph. Detailed Embodiment

[0034] As Figures 1 - 3 shown, referring to Figure 1 , a method for processing waste activated carbon pollutant data in the present invention includes

[0035] obtaining the first type and the first quantity of the waste activated carbon to be treated, and obtaining the first waste activated carbon data and the corresponding first pollutant data of each first unit time of each waste gas treatment equipment;

[0036] Taking the time axis of the first unit time of the waste gas treatment equipment as the X-axis and the highest waste gas value of the first pollutant data generated by the waste gas treatment equipment in the first unit time as the height of the Y-axis, generating a first line graph; taking the total treatment amount of the waste gas treatment equipment as the X-axis, and taking the treatment amount of each waste gas treatment equipment each time as the width of the column on the X-axis and the highest waste gas value of the first pollutant data of each waste gas treatment equipment each time as the height of the column on the Y-axis, generating a first bar graph;

[0037] Output the candidate stages of the first line chart and the candidate stages of the first bar chart according to the different stages of the waste gas treatment equipment in the pre-stored first line chart and the different stages of the waste gas equipment in the pre-stored first bar chart;

[0038] Configure the types of waste activated carbon with the height of the Y-axis in the candidate stage of the first line chart greater than the height of the previous Y-axis as the second type; configure the quantity of waste activated carbon with the height of the Y-axis in the candidate stage of the first bar chart greater than the height of the previous Y-axis as the second quantity;

[0039] Judge whether the first type is the same as the second type. If they are not the same, configure the waste activated carbon to be processed as the first alternative; if they are the same, configure the height of the Y-axis of the line segment endpoint formed by the change range corresponding to the first type in the first line chart into the first line chart, and judge whether the height of the Y-axis of the line segment endpoint exceeds the alarm threshold. If it exceeds, reject the processing of the waste activated carbon to be processed; if it does not exceed, configure the waste activated carbon to be processed as the first alternative;

[0040] Judge whether the first quantity in the first alternative is greater than the minimum value of the multiple second quantities; if it is not greater, process the waste activated carbon to be processed; if it is greater, configure the height of the Y-axis of the column formed by the change range of the second quantity corresponding to the first quantity in the first bar chart into the first bar chart, and judge whether the height of the Y-axis of the formed column exceeds the alarm threshold. If it exceeds, reject the processing of the waste activated carbon to be processed; if it does not exceed, process the waste activated carbon to be processed.

[0041] Through the construction of an analysis and treatment method for waste activated carbon pollutants, the present invention can, when dealing with waste activated carbon of different types and quantities, judge the degree of pollutants that may be generated this time based on the degree of pollutants generated in its historical data, so as to judge whether the pollutants may exceed the standard this time, so that either allow the treatment of waste activated carbon this time or reject the treatment of waste activated carbon this time after the prediction result appears, so as to protect the environment through data prediction methods during the process of waste activated carbon treatment and avoid the problem of stopping the treatment of waste activated carbon halfway due to exceeding the pollutant standard. Among them, since the life of the waste gas treatment equipment depends not only on the usage life but also on the calendar life, the present invention comprehensively analyzes the degree of usage life and calendar life and the prediction result to give a more accurate result for treating waste activated carbon, so as to avoid exceeding the pollutant standard, protect the environment, and avoid stopping the treatment process halfway.

[0042] Among them, the first type and the first quantity can represent the type and quantity of the waste activated carbon to be processed in this batch. It should be noted that the above types can not only be the types of activated carbon, but also include customer information. For example:

[0043] Coconut shell activated carbon for industrial wastewater treatment: This type of activated carbon is mainly used for the purification of industrial wastewater, adsorbing pollutants such as heavy metals, organic matter, and suspended solids in the wastewater. The spent activated carbon may contain a relatively high concentration of pollutants and needs to be treated in accordance with relevant environmental protection regulations.

[0044] Coconut shell activated carbon for drinking water treatment: This type of activated carbon is used for the deep purification of domestic direct drinking water, water treatment in waterworks, and the production of bottled water. Since the quality requirements of the treated water are relatively high, the pollutants in the spent activated carbon may be relatively less, but still need to be properly treated to prevent secondary pollution.

[0045] Although the above two types are both coconut shell activated carbon, due to their different uses, their pollutants and treatment methods may be different, and the pollutants generated during the treatment process will also be different. Therefore, different types can be further distinguished according to their uses. Of course, they can also be distinguished only according to their major types, such as: coal-based activated carbon, coconut shell activated carbon, wood-based activated carbon, bamboo-based activated carbon, fruit shell activated carbon, metal activated carbon.

[0046] The above first quantity can be divided according to weight or volume.

[0047] Among them, obtaining the first spent activated carbon data and the corresponding first pollutant data for each first unit time of each waste gas treatment device can be understood as: obtaining historical data, that is, the data of the same type of waste gas treatment device before, or the data of this waste gas treatment device. That is to say, the first line chart and the first bar chart of the present invention are drawn based on the analysis of historical data, and then analyzed and processed, so that the output result meets the requirements of the service life and calendar life of the waste gas treatment device, so that when treating the spent activated carbon, the generated pollutants can be better treated, realizing better environmental protection and avoiding being stopped halfway.

[0048] Among them, taking the time axis of the first unit time of the waste gas treatment device as the X-axis and the highest waste gas value of the first pollutant data generated by the waste gas treatment device in the first unit time as the height of the Y-axis, a first line chart is generated, which can be understood as: referring to Figure 2 , the first line chart is a feedback on historical data, and moreover, the first line chart takes the first unit time as the interval of the X-axis of each line endpoint, which represents that it refers to the calendar life of the waste gas treatment device. It should be noted that there may be many types of spent activated carbon configured within the first unit time. Then, the second type within each unit time is all the types of spent activated carbon within this first unit time.

[0049] It should be noted that the statistical methods of the X-axis and the first unit of time are both calculated based on the startup time. That is, if the waste gas treatment equipment is turned on for 11 hours within 3 days, then both the first unit of time and the X-axis should be calculated based on 11 hours.

[0050] Of course, as a variation, the statistical methods of the X-axis and the first unit of time are both calculated based on calendar time. That is, if the waste gas treatment equipment is turned on for 11 hours within 3 days, then both the first unit of time and the X-axis should be calculated based on 3 days.

[0051] Among them, based on the total treatment volume of the waste gas treatment equipment as the X-axis, and taking the treatment volume of the waste gas treatment equipment each time as the width of the column of the X-axis, and the highest waste gas value of the first pollutant data of the waste gas treatment equipment each time as the height of the column of the Y-axis, configure the first column chart. It can be understood that: see Figure 3 , the first column chart can be understood as an embodiment of historical data, which refers to the service life of the usage degree and provides reference value for the prediction of different usage degrees in the future. It should be noted that to a certain extent, although the treatment volume is large, when the treatment speed is slow enough, the maximum value of Y may not be large. Here, we default that the waste activated carbon treatment and the pollutant treatment during the waste activated carbon treatment are carried out at the same speed or within the same speed range.

[0052] It should be noted that the statistics of the X-axis can depend on the number of waste activated carbon that has been processed or the number of waste activated carbon that has been started and processed.

[0053] Among them, according to the different stages of the waste gas treatment equipment in the pre-stored first line chart and the different stages of the waste gas equipment in the pre-stored first column chart, output the candidate stages of the first line chart and the candidate stages of the first column chart. It can be understood that: various stages will appear in each waste gas treatment equipment. For example, the initial stage, the stable stage, and the aging stage. In the initial stage, due to various problems, the treatment effect may be good or bad and is relatively unstable. The treatment effect in the stable stage is the best. The treatment effect in the aging stage is weaker. We can take the stable stage as the candidate stage. For example, assume that the waste gas treatment equipment stipulates that it cannot be used continuously if it runs for 500 hours or processes 1 ton of waste activated carbon. Then, the 10th to 450th hours in the first line chart reflecting the calendar life can be the candidate stage. And, in the first column chart reflecting the service life of the usage degree, it is from 0.1 ton to 0.8 ton.

[0054] Among them, the waste activated carbon types with the height of the Y-axis in the candidate stage of the first line chart greater than the height of the previous Y-axis are configured as the second type. It can be understood that: the second type can be all types in the first unit time, or the second type is the type with the largest quantity in the first unit time, or the second type is the type exceeding the quantity threshold in the first unit time. That is to say, compared with the types in the previous first unit time, the height of the Y-axis at the line endpoints of this second type is greater, that is, the value of the pollutant is greater. Then, the second type represents the type of waste activated carbon that is more difficult to treat, and treating this waste activated carbon will significantly increase the pollutant emissions, resulting in an increase in the height of the Y-axis and an increase in the line endpoints.

[0055] Among them, the quantity threshold can be 1 to 10, preferably 3. That is to say, it can be configured as the second type only when it exceeds 3.

[0056] Among them, the waste activated carbon types with the height of the Y-axis in the candidate stage of the first bar chart greater than the height of the previous Y-axis are configured as the second quantity. It can be understood that: the first bar chart can be the feedback of the pollutants treated by each type of waste activated carbon, which is more aligned with the pollutants of each type and is fed back by the quantity it treats. Finally, a feedback of a real type with a higher height and more pollutants than before and an expression of the treatment level are obtained. The second quantity is an expression of a larger quantity than before, and it can also intuitively let the user find that this treatment quantity will produce more pollutants.

[0057] Among them, it is judged whether the first type is the same as the second type. If not, the waste activated carbon to be treated is configured as the first alternative. It can be understood that: if the first type of waste activated carbon to be treated has the same second type, it means that the ability to emit pollutants such as VOCs during the treatment of the waste activated carbon to be treated is strong and needs to be focused on. If they are different, it means it is weak and further observation is needed.

[0058] Among them, if they are different, the waste activated carbon to be treated is configured as the first alternative. It can be understood that: if they are different, it means that the ability of the waste activated carbon to emit pollutants such as VOCs during the treatment process is weak, and it can be further observed in the form of the first alternative whether this waste activated carbon should be treated or rejected.

[0059] Among them, if they are the same, the height of the Y-axis of the line segment endpoints formed by the change range corresponding to the first category in the first line graph is configured within the first line graph, and it is judged whether the height of the Y-axis of the line segment endpoints exceeds the alarm threshold. It can be understood that if they are the same, it means that the ability to emit pollutants such as VOCs during the treatment process of waste activated carbon is strong. It is necessary to configure the line segment of the change range corresponding to this same first category, that is, the point on the left side of the first line segment on the left side of the matching first category line segment endpoint in the first line graph to the line segment endpoint at the end of the first line graph, and configure the point on the right side of the first line segment as the height of the Y-axis of the line segment endpoint formed by the change range corresponding to the first category in the first line graph. The height of the Y-axis of this line segment endpoint represents the predicted height of the Y-axis of the maximum value of the emissions from the treatment of this kind of waste activated carbon for the first line graph through the above matching mechanism; thus, the alarm threshold can be compared with this Y-axis height to give an analysis and suggestion on whether the waste activated carbon to be treated in this batch can be treated under the condition of meeting the pollutant standards.

[0060] Among them, the alarm threshold can be the maximum value of the Y-axis of the standard line graph or the maximum value of the selected stage of the standard line graph.

[0061] Among them, it should be noted that in order to ensure that the predicted result is as large as possible, or rather, in order to make the result calculated by this prediction algorithm have a higher safety, then, we can form the height of the Y-axis of the final line segment endpoint as described above, that is, "configure the point on the left side of the first line segment on the left side of the matching first category line segment endpoint in the first line graph to the line segment endpoint at the end of the first line graph"; or, in order to avoid the sudden decrease of the line segment endpoint at the end of the first line graph, which affects the prediction accuracy. Then, when generating the line segment endpoint at the end of the first line graph, the highest point of all the Y-axis heights within the second unit time before the line segment endpoint at the end of the first line graph can be used as the height of the Y-axis of the line segment endpoint at the end of the first line graph. Among them, the second unit time can be 10% of the total X-axis time of the first line graph.

[0062] Among them, if it exceeds, the waste activated carbon to be treated is refused to be treated; if it does not exceed, the waste activated carbon to be treated is configured as the first alternative. It can be understood that if the predicted height of the Y-axis exceeds the alarm threshold, then the waste activated carbon to be treated should be refused to be treated; if the predicted height of the Y-axis does not exceed the alarm threshold, then the waste activated carbon to be treated is configured as the first alternative, so as to carry out the next treatment in the form of the first alternative.

[0063] Among them, determining whether the first quantity in the above first alternative is greater than the minimum value among the multiple second quantities can be understood as: comparing the first quantity in the first alternative that appears in at least two of the above cases with the minimum value among the second quantities. That is to say, the second quantity represents that once the second quantity reached by this batch is reached, a relatively high pollutant emission will be generated, causing the height of the Y-axis to increase relatively. Then, among the many second quantities, as long as the first quantity is greater than the smallest one among the second quantities, it may increase the height of the Y-axis due to the excessive first quantity and exceed the alarm threshold.

[0064] Among them, if it is not greater than, then process the waste activated carbon to be processed, which can be understood as: if the first quantity is smaller than the minimum value of the second quantity, then it is certain that this first quantity may not cause the height of the Y-axis to increase, and the waste gas treatment equipment to be used must also be in a state not exceeding the alarm threshold. Then, it will not cause the height of the Y-axis to exceed the alarm threshold after using the first quantity of waste activated carbon to be processed.

[0065] Among them, if it is greater than, then configure the height of the Y-axis of the column formed by the change amplitude corresponding to the second quantity corresponding to the first quantity into the first histogram, and determine whether the height of the Y-axis of the formed column exceeds the alarm threshold, which can be understood as: if this first quantity is in a state where it may cause the height of the Y-axis to increase, then it should be: first find the second quantity closest to the first quantity in the first histogram. If there are multiple equally closest second quantities, you can find the second quantity that increases the height of the Y-axis the most among the second quantities adjacent to the previous one; configure the sum of the difference in the height of the Y-axis between the column corresponding to the second quantity and the column before the column and the height of the last column of the first histogram as the predicted height of the Y-axis of the formed column corresponding to this first quantity, and determine whether this height of the Y-axis exceeds the alarm threshold; or, configure the sum of the difference in the height of the Y-axis between the column corresponding to the second quantity and the column before the column and the height of the highest column of the first histogram as the predicted height of the Y-axis of the formed column corresponding to this first quantity, and determine whether this height of the Y-axis exceeds the alarm threshold; thus, the first histogram can be used to predict whether the alarm threshold is exceeded this time.

[0066] Among them, it should be noted that in order to ensure that the predicted result is as large as possible, or rather, in order to ensure a relatively high security level for the result calculated by this prediction algorithm, we can directly select the height of the last column of the first bar chart, such as the "sum of the heights with the last column of the first bar chart" as described above; or, in order to avoid a sudden decrease in the height of the last column of the first bar chart, which may affect the prediction accuracy. Then, when obtaining the height of the last column of the first bar chart, the highest point of the heights of all Y-axes within the second unit quantity before the last column of the first bar chart can be used as the height of the last column of the first bar chart, so that the maximum value of the heights of all columns at the positions of the X-axes corresponding to the second unit quantity before the last column of the first bar chart is used as the height of the last column of the first bar chart. Then, using the height of the last column of the first bar chart in this way, and adding the difference in the heights of the Y-axes between the column corresponding to the second quantity and the columns before the said column, the height of the Y-axis of the column formed by the prediction corresponding to the first quantity this time, which is used as the predicted height, is compared with the alarm threshold. Among them, the second unit quantity can be 10% of the total time of the X-axes of the first bar chart.

[0067] Among them, if it exceeds, the waste activated carbon to be processed is rejected for processing; if it does not exceed, the waste activated carbon to be processed is processed. It can be understood that if it exceeds the alarm threshold, it is rejected, and if it does not exceed, it can be processed.

[0068] In some embodiments, refer to Figure 1 、 2 、3, the steps of generating the first line chart and generating the first bar chart include:

[0069] The database pre-stores the standard line chart and standard bar chart corresponding to the waste gas treatment equipment;

[0070] The origin of the first line chart generated by each waste gas treatment equipment is overlapped with the origin of the standard line chart for comparison. A first shadow is drawn between the first line of the first line chart and the second line of the standard line chart. It is judged whether the first shadow is less than the first shadow threshold. If it is not less than, the first line chart is deleted, and the waste activated carbon to be processed is rejected for processing. If it is less than, the first line chart is output;

[0071] The origin of the first bar chart generated by each waste gas treatment equipment is overlapped with the origin of the standard bar chart for comparison. The top horizontal lines of adjacent columns of the first bar chart are connected to draw a first column top connection line, and the top horizontal lines of adjacent columns of the standard bar chart are connected to draw a second column top connection line. A second shadow is drawn between the first column top connection line and the second column top connection line. It is judged whether the second shadow is less than the second shadow threshold. If it is not less than, the first bar chart is deleted, and the waste activated carbon to be processed is rejected for processing. If it is less than, the first bar chart is output.

[0072] In the present invention, by comparing the first line chart and the first bar chart with the pre-stored standard line chart and standard bar chart respectively through the comparison of the shaded area and the shadow threshold, it can be clearly understood whether the generated first line chart conforms to the general law. If it conforms, it means that corresponding prediction operations can be performed based on this line chart. If not, it may indicate that the waste gas treatment equipment is damaged, and the research on prediction based on this first line chart and first bar chart should be abandoned.

[0073] Among them, since the composition forms of the first line chart and the first bar chart described in the present invention can be the situation of the current waste gas treatment equipment. However, the standard line chart and the standard bar chart are the embodiment of the data of the complete life cycle of a complete waste gas treatment equipment. Then, when considering the first shadow guided by the above area, in order to uniformly compare the exactly same first shadow threshold, the amount of the first shadow can be correspondingly enlarged according to the percentage of the length of the X-axis of the first line of the first line chart in the X-axis of the standard line chart. For example, if the length of the X-axis of the last endpoint of the first line has reached 40% of the length of the X-axis of the standard line chart, then the first shadow should be divided by 40% to compare with the size of the first shadow threshold. In this way, the first shadow threshold can be an invariant value that can be compared with the area of the first shadow generated by the first line of the first line chart at any level.

[0074] Among them, when comparing the first line chart generated by each waste gas treatment equipment with the origin of the standard line chart, a first shadow is drawn between the first line of the first line chart and the second line of the standard line chart. It can be understood that: as Figure 2 shown, after the origin of the first line chart and the standard line chart coincide, their lines should have roughly coincided. It should be a roughly undulating, less wavy, and almost monotonically increasing line under normal circumstances. When the gap between the two lines is too large, regardless of which is higher or lower, there may be a problem of excessive pollutants. Among them, even if the first line of the first line chart is much lower than the standard line chart, it may be caused by problems such as non-standard operation. Therefore, when the gap is too large, there is also a possibility that the pollutants will exceed the standard and exceed the alarm threshold in the next time. So we construct a first shadow between the two lines. It should be noted that the first shadow can only be drawn vertically, that is, if the first line only reaches 40% of the length of the X-axis of the line of the standard line chart, then only the first 40% of the line of the standard line chart and the first line are considered to draw the first shadow. The first shadow represents the area of the gap between the two lines.

[0075] Correspondingly, the same applies to the first bar chart.

[0076] Among them, it is judged whether the first shadow is less than the first shadow threshold. If it is not less than, the first line chart is deleted, and the waste activated carbon to be processed is refused to be processed. If it is less than, the first line chart is output. It can be understood that this is data denoising for the data of the first line chart. If once there appears an excessive first shadow, then, the processing should be refused, and an alarm signal should be sent to the user in time. If it is not less than, the first line chart can be successfully output.

[0077] Among them, the origin of the first bar chart generated by each waste gas treatment device is overlapped with the origin of the standard bar chart for comparison. The top horizontal lines of adjacent columns of the first bar chart are connected to draw the first top column connection line, and the top horizontal lines of adjacent columns of the standard bar chart are connected to draw the second top column connection line. A second shadow is drawn between the first top column connection line and the second top column connection line. It can be understood that referring to Figure 3 , for each column of the bar chart, only the top horizontal line is taken, and adjacent columns are connected by vertical lines to form a first top column connection line and a second top column connection line, and the shape can be very much like a step. Constructing a second shadow from the first top column connection line and the second top column connection line also represents the degree of similarity between the first bar chart and the standard bar chart. It still needs to be emphasized that the second shadow can only be drawn by vertical lines. That is, assuming the length of the X-axis of the first top column connection line is only 40% of the length of the X-axis of the second top column connection line. Then, only the second top column connection line with the first 40% of the X-axis length should be drawn with the first top column connection line to form the second shadow. Similarly, when comparing the second shadow threshold, the second shadow should be divided by 40% and then compared with the second shadow threshold in order to make the same second shadow threshold applicable to the first bar chart in any case.

[0078] It should be noted that the first shadow threshold can be the average value of the first shadow of the standard line chart and all completely drawn first line charts.

[0079] It should be noted that the second shadow threshold can be the average value of the second shadow of the standard bar chart and all completely drawn first bar charts.

[0080] Among them, it is judged whether the second shadow is less than the second shadow threshold. If it is not less than, the first bar chart is deleted, and the waste activated carbon to be processed is refused to be processed. If it is less than, the steps of outputting the first bar chart can be the same as those of the above line chart, which will not be elaborated here.

[0081] In some embodiments, referring to Figure 1 、 2 、3, according to the different stages of the waste gas treatment device of the pre-stored first line chart and the different stages of the waste gas device of the pre-stored first bar chart, the candidate stages of the first line chart and the candidate stages of the first bar chart are output, including:

[0082] Obtain two interval points of the standard line chart, where the standard line chart outputs the candidate stage of the standard line chart according to the two interval points on the X-axis;

[0083] Configure the interval point range according to the preset distances before and after the interval points;

[0084] Within an interval point range of the first line chart, determine whether the slope of each line is greater than the line threshold. If it is greater, configure the left endpoint of the line as the interval point of the first line chart. If it is not greater, configure the endpoint of the line with the largest slope change among the adjacent lines within an interval point range as the interval point;

[0085] The first line chart outputs the candidate stage of the first line chart according to the two interval points on the X-axis;

[0086] Obtain two interval points of the standard bar chart, where the standard bar chart outputs the candidate stage of the standard bar chart according to the two interval points on the X-axis;

[0087] Configure the interval point range according to the preset distances before and after the interval points;

[0088] Within an interval point range of the first bar chart, determine whether the vertical height of the largest of the second shadows is greater than the bar threshold. If it is greater, configure the point on the X-axis with the highest vertical height of the second shadow as the interval point. If it is not greater, configure all the points on the X-axis of the bar with the largest change in the Y-axis height from the adjacent bar within the interval point range as the proximity points, and configure the proximity point with the smallest distance from the interval point of the standard bar chart corresponding to the interval range as the interval point of the first bar chart;

[0089] The first bar chart outputs the candidate stage of the first bar chart according to the two interval points on the X-axis.

[0090] Through the above method, the present invention can first refer to the standard line chart and the standard bar chart to distinguish three stages, output the position of the interval points of the candidate stage, and use the preset distances before and after to generate an interval point range and apply it to the first line chart and the first bar chart. Then, select a point with the largest change amplitude within this interval point range and configure it as the interval point, and adapt it to the interval points of the first line chart and the first bar chart to generate a candidate stage exclusive to the first line chart and the first bar chart, so as to enable the first line chart and the first bar chart to generate a candidate interval exclusive to their own change situations.

[0091] Among them, obtaining two interval points of the standard line chart, where the standard line chart outputs the candidate stage of the standard line chart according to the two interval points on the X-axis, can be understood as: Refer to Figure 2, the initial stage, the stable stage, and the aging stage are the stages that every standard line chart, standard bar chart, first line chart, and first bar chart will go through. During the process of the above-mentioned prediction calculation or actual use, we usually only use the above-mentioned stable stage. During actual use, the initial stage is used to test and initialize the waste gas treatment equipment, and it has no reference significance. The aging stage is usually directly scrapped or used for preliminary filtration or other filtration scenarios. Then, how do we identify whether the first line chart is in the above-mentioned stable stage? We should first refer to the two interval points of the standard line chart. These two interval points represent the two interval points that divide the three stages of the standard line chart. That is to say, the two interval points divide the stable stage of the standard line chart, which is the stage to be selected.

[0092] Of course, from the perspective of cost reduction, after the initial stage and the aging stage are verified to be qualified by the above method, they can also be used as waste activated carbon for treatment.

[0093] Among them, according to the preset distance before and after the interval point, an interval point range is configured. It can be understood that: the above interval point range can be (the X-axis position of the interval point - the preset threshold before and after, the X-axis position of the interval point + the preset threshold before and after). That is to say, the range of the interval points that can be selected for the first line chart and the first bar chart is adjusted according to the size of the preset distance before and after.

[0094] Among them, within an interval point range of the first line chart, it is judged whether the slope of each line is greater than the line threshold. If it is greater, the left endpoint of the line is configured as the interval point of the first line chart. If it is not greater, the endpoint of the line with the largest slope change among the adjacent lines within an interval point range is configured as the interval point. It can be understood that: the slope of each line represents the change amplitude between two adjacent endpoints. If the change amplitude is too large, the one with a change amplitude exceeding the line threshold can be directly selected. Among them, the line threshold can be 1, that is, if the angle between the line and the horizontal exceeds 45 degrees, it means that the slope is too large and it should be used as the interval point. Among them, if there are multiple lines with slopes greater than 1, then the line with the highest slope should be selected. The left endpoint of this line is the interval point. Among them, the first line chart can generate at least one interval point or only two interval points according to the above method. If only one interval point is generated, it means that the right side of the interval point is the stage to be selected. If two interval points are generated, it means that the stable stage is between the two interval points.

[0095] Among them, within an interval point range of the first bar chart, it is determined whether the vertical height of the largest second shadow is greater than the bar threshold. If it is greater, the point on the X-axis with the highest vertical height of the second shadow is configured as the interval point. If it is not greater, all the points on the X-axis of the bar with the largest change amplitude in the Y-axis height between adjacent bars within the interval point range are configured as the proximity points, and the proximity point with the smallest distance from the interval point of the standard bar chart corresponding to the interval range is configured as the interval point of the first bar chart. It can be understood that if the height of the second shadow at a certain place exceeds the bar threshold, it means that its change is too large and should be an interval point. The bar threshold can be 1 / 3 of the height of the highest bar of the standard bar chart, which represents the gap from the standard bar chart. If there are multiple, the largest one is taken. If all the points on the X-axis of the bar with the largest adjacent change amplitude are used as the proximity points, the proximity point closest to the interval point of the standard bar chart is used as the interval point.

[0096] In some embodiments, referring to Figure 1 、 2 、3, if they are the same, then the height of the Y-axis of the line segment endpoint formed by the change amplitude corresponding to the first type in the first line chart is configured into the first line chart; if it is greater, the step of configuring the height of the Y-axis of the bar formed by the change amplitude corresponding to the second quantity corresponding to the first quantity in the first bar chart into the first bar chart includes:

[0097] Taking the highest point of the heights of all the Y-axes within the second unit time before the line segment endpoint at the end of the first line chart as: the height of the Y-axis of the line segment endpoint at the end of the first line chart;

[0098] Taking the maximum value of the heights of all the bars at the positions of the X-axes of the second unit quantity before the last bar of the first bar chart and its previous bars as: the height of the last bar of the first bar chart.

[0099] It should be noted that for the present invention, in order to ensure that the predicted result is as large as possible, or rather, in order to make the result calculated by this prediction algorithm have a relatively high safety, then, we can form the height of the Y-axis of the final line segment endpoint as described above, "configuring the point on the left side of the left first line segment of the line segment endpoint of the first type matched in the first line chart to the line segment endpoint at the end of the first line chart"; or, in order to avoid the sudden decrease of the line segment endpoint at the end of the first line chart, which affects the prediction accuracy. Then, when generating the line segment endpoint at the end of the first line chart, the highest point of the heights of all the Y-axes within the second unit time before the line segment endpoint at the end of the first line chart can be taken as: the height of the Y-axis of the line segment endpoint at the end of the first line chart. Among them, the second unit time can be 10% of the total X-axis time of the first line chart.

[0100] For the present invention, it should be noted that in order to ensure that the predicted result is as large as possible, or in other words, in order to ensure a relatively high safety level for the result calculated by the present prediction algorithm, we can directly select the height of the last column of the first histogram as the "sum of the heights of the last column of the first histogram" as described above; or, in order to avoid a sudden decrease in the height of the last column of the first histogram, which may affect the accuracy of the prediction. Then, when obtaining the height of the last column of the first histogram, the highest point of the heights of all Y axes within the second unit quantity before the last column of the first histogram can be used as the height of the last column of the first histogram, so that the maximum value of the heights of all columns at the positions of the X axes corresponding to the second unit quantity before the last column of the first histogram is used as the height of the last column of the first histogram. Then, based on the height of the last column of the first histogram in this way, the difference between the height of the column corresponding to the above-mentioned second quantity and the height of the column before the column on the Y axis is superimposed to form the height of the column corresponding to the first quantity in this prediction as the predicted height of the Y axis, and this is compared with the alarm threshold. Among them, the second unit quantity can be 10% of the total X-axis time of the first histogram.

[0101] In some embodiments, referring to Figure 1 、 2 、3, the types of waste activated carbon with the height of the Y axis in the candidate stage of the first line graph being greater than the height of the previous Y axis are configured as the second type; the quantity of waste activated carbon with the height of the Y axis in the candidate stage of the first histogram being greater than the height of the previous Y axis is configured as the second quantity, including:

[0102] Determine whether the first matching quantity of the second type being the same as the types corresponding to all the second quantities of the first histogram within a first unit time exceeds the first percentage of the quantity of all the second types within the first unit time. If it exceeds, output the second type. If it does not exceed, increase the second unit time and the second unit quantity, and jump to the step where if they are the same, the height of the Y axis of the broken line endpoint formed by the change amplitude corresponding to the first type in the first line graph is configured into the first line graph; if it is greater, the height of the Y axis of the column formed by the change amplitude corresponding to the second quantity corresponding to the first quantity in the first histogram is configured into the first histogram.

[0103] Through the comparison of the first percentage of the above-mentioned first matching quantity and the second matching quantity, it can be clearly known whether the matching degree between the first line chart in the calendar life dimension and the first bar chart in the usage degree life dimension is relatively good. If the matching degree is not good, it may be due to chaotic batches or large data noise. For example, if the types of waste activated carbon in each processed batch are relatively chaotic and the quantity jumps greatly, then it is mostly not suitable to use this algorithm that combines the calendar life dimension and the usage degree life dimension to recommend processing or rejecting the above-mentioned waste activated carbon. Then, after rejecting the processing first, it can be judged by manual in one of the single calendar life dimension and the usage degree life dimension using conventional methods, which will not be elaborated here; or directly replace it with a new waste gas treatment device for processing to ensure that the degree of pollutants discharged is safe.

[0104] Among them, judging whether the first matching quantity of the second type within a first unit time being the same as the types corresponding to all the second quantities in the first bar chart exceeds the first percentage of the quantity of all the second types within the first unit time can be understood as follows: Since the first unit time is a time dimension, multiple types of waste activated carbon can be processed within this time, while the second quantity in the first bar chart only corresponds to a single type. Then, the types corresponding to all the second quantities can be all the types that are more likely to generate pollutants. If among these types, the types within the first unit time account for a relatively high proportion, it means that this is a first line chart that is more suitable for predictive processing because the types of waste activated carbon processed are relatively stable, the predictive reference significance is greater, and the prediction result is more accurate. If the proportion is relatively low, the second unit time and the second unit quantity can be increased to make the height of the end line endpoint and the height of the end column more reasonable, and the prediction result is more accurate or safer, so as to cope with the processing process of waste activated carbon with more types and greater instability.

[0105] When the type is single, that is, when it does not exceed the first percentage, increasing the second unit time and the second unit quantity slightly has higher accuracy.

[0106] Among them, the first percentage can be 30%.

[0107] For example, the quantity of the second type in one first unit time is 10, and the first matching quantity of the second type within a first unit time being the same as the types corresponding to all the second quantities in the first bar chart is 6. The first percentage of the quantity of all the second types within the first unit time is 30% of 10, that is, 3; then, the above-mentioned 6 exceeding 3 is regarded as if it exceeds, it is relatively stable and the second type can be directly output.

[0108] Among them, the starting point of the first unit of time should start from the first interval point of the first bar chart and the first pie chart, that is, the second type within each first unit of time is counted starting from the beginning of the stable period.

[0109] As a variation, refer to Figure 1 , 2 , 3, configure the waste activated carbon types with the height of the Y-axis in the candidate stage of the first line chart greater than the height of the previous Y-axis as the second type; configure the quantity of waste activated carbon with the height of the Y-axis in the candidate stage of the first bar chart greater than the height of the previous Y-axis as the second quantity, including:

[0110] Determine whether the first matching quantity of the second type within a first unit of time being the same as the types corresponding to all the second quantities in the first bar chart exceeds the first percentage of the quantity of all the second types within the first unit of time. If it exceeds, output the second type. If it does not exceed, increase the preset distance before and after, and jump to the step of if the same, then jump to output the candidate stage of the first line chart and the candidate stage of the first bar chart according to the different stages of the waste gas treatment equipment in the pre-stored first line chart and the different stages of the waste gas equipment in the pre-stored first bar chart.

[0111] Through the comparison of the above first matching quantity and the first percentage of the second matching quantity, the present invention can clearly know whether the matching degree between the first line chart under the calendar life dimension and the first bar chart under the usage life dimension is relatively well-matched. If it is not well-matched, it may be due to relatively chaotic batches or large data noise. For example, the types of waste activated carbon in each batch processed are relatively chaotic and the quantity jumps greatly. Then, it is mostly not suitable for this algorithm that simultaneously integrates the calendar life dimension and the usage life dimension to recommend processing or rejecting the above waste activated carbon. Then, after rejecting the processing first, it can be judged by manual in one of the single calendar life dimension and usage life dimension by conventional methods, which will not be elaborated here; or directly replace the new waste gas treatment equipment for processing to ensure the safety of the degree of pollutants discharged.

[0112] Among them, determining whether the first matching quantity, which is the same as the type corresponding to all the second quantities in the first bar chart for the second type within a first unit of time, exceeds the first percentage of the quantity of all the second types within the first unit of time can be understood as follows: Since the first unit of time is a time dimension, multiple types of waste activated carbon can be processed within this time, while the second quantity in the first bar chart only corresponds to a single type. Then, the type corresponding to all the second quantities can be all the types that are more likely to generate pollutants. If the types within the first unit of time account for a relatively high proportion among these types, it indicates that this is a first line chart that is more suitable for prediction processing because the types of waste activated carbon being processed are relatively stable, the reference significance for prediction is greater, and the prediction result is more accurate. If the proportion is relatively low, the preset distance before and after can be increased to search for interval points within a larger range, making the interval points more accurate, the error tolerance rate of the interval points more accurate and reasonable, and the prediction result more accurate or safer, so as to cope with the processing process of waste activated carbon with a large number of types and relatively unstable characteristics.

[0113] When the type is single, that is, when it does not exceed the first percentage, the accuracy of the interval points with a smaller preset distance before and after is higher.

[0114] For example, the quantity of the second type within one first unit of time is 10, the first matching quantity, which is the same as the type corresponding to all the second quantities in the first bar chart for the second type within a first unit of time, is 6, and the first percentage of the quantity of all the second types within the first unit of time is 30% of 10, that is, 3; then, the above 6 exceeds 3, which is regarded as if it exceeds, it is relatively stable and the second type can be directly output.

[0115] Among them, the starting point of the first unit of time should start from the first interval point of the first bar chart and the first pie chart, that is, start counting the second types within each first unit of time from the beginning of the stable period.

[0116] A waste activated carbon pollutant data analysis system of the present invention includes

[0117] An input module, which is used to obtain the first type and the first quantity of the waste activated carbon to be processed, and obtain the first waste activated carbon data and the corresponding first pollutant data for each first unit of time of each waste gas treatment device;

[0118] A processing module, which is used to generate a first line chart with the time axis of the first unit time of the waste gas treatment equipment as the X-axis and the highest waste gas value of the first pollutant data generated by the waste gas treatment equipment in the first unit time as the height of the Y-axis; generate a first bar chart with the total treatment volume of the waste gas treatment equipment as the X-axis, the width of each column with the treatment volume of the waste gas treatment equipment each time as the X-axis, and the highest waste gas value of the first pollutant data of the waste gas treatment equipment each time as the height of the Y-axis of the column; output the candidate stages of the first line chart and the candidate stages of the first bar chart according to the different stages of the waste gas treatment equipment in the pre-stored first line chart and the different stages of the waste gas equipment in the pre-stored first bar chart; configure the types of waste activated carbon with the height of the Y-axis in the candidate stage of the first line chart greater than the height of the previous Y-axis as the second type; configure the quantity of waste activated carbon with the height of the Y-axis in the candidate stage of the first bar chart greater than the height of the previous Y-axis as the second quantity; judge whether the first type is the same as the second type. If they are not the same, configure the waste activated carbon to be processed as the first alternative; if they are the same, configure the height of the Y-axis of the line endpoint formed by the change range corresponding to the first type in the first line chart into the first line chart, and judge whether the height of the Y-axis of the line endpoint exceeds the alarm threshold. If it exceeds, reject the waste activated carbon to be processed; if it does not exceed, configure the waste activated carbon to be processed as the first alternative; judge whether the first quantity in the first alternative is greater than the minimum value of the multiple second quantities; if it is not greater, process the waste activated carbon to be processed; if it is greater, configure the height of the Y-axis of the column formed by the change range corresponding to the second quantity corresponding to the first quantity in the first bar chart into the first bar chart, and judge whether the height of the Y-axis of the formed column exceeds the alarm threshold. If it exceeds, reject the waste activated carbon to be processed; if it does not exceed, process the waste activated carbon to be processed.

[0119] An output module that outputs an instruction to process the waste activated carbon to be processed or reject the processing of the waste activated carbon to be processed.

[0120] By constructing an analytical processing method for waste activated carbon pollutants, the present invention can, when dealing with waste activated carbon of different types and quantities, judge the degree of pollutants that may be generated this time based on the degree of pollutants generated in its historical data, so as to determine whether the pollutants may exceed the standard this time, and then either allow the treatment of the waste activated carbon this time or reject it, so as to protect the environment by means of data prediction during the treatment of waste activated carbon and avoid the problem of halting the treatment of waste activated carbon halfway due to excessive pollutants. Among them, since the service life of the waste gas treatment equipment depends not only on the usage life but also on the calendar life, the present invention comprehensively analyzes the degree of the usage life and the calendar life and the prediction results to give a more accurate result for treating waste activated carbon, so as to avoid excessive pollutants, protect the environment and avoid halting the treatment process halfway.

[0121] A switch module for a waste activated carbon pollutant treatment device of the present invention comprises

[0122] A switch button, which is used to output a start processing signal;

[0123] An input module, which is used to obtain the first type and the first quantity of the waste activated carbon to be treated, and obtain the first waste activated carbon data and the corresponding first pollutant data of each waste gas treatment device per first unit time.

[0124] A processing module, which is used to generate a first line chart with the time axis of the first unit time of the waste gas treatment equipment as the X-axis and the highest waste gas value of the first pollutant data generated by the waste gas treatment equipment in the first unit time as the height of the Y-axis; generate a first bar chart with the total treatment volume of the waste gas treatment equipment as the X-axis, the width of each column with the treatment volume of the waste gas treatment equipment each time as the X-axis, and the highest waste gas value of the first pollutant data of the waste gas treatment equipment each time as the height of the Y-axis of the column; output the candidate stages of the first line chart and the candidate stages of the first bar chart according to the different stages of the waste gas treatment equipment in the pre-stored first line chart and the different stages of the waste gas equipment in the pre-stored first bar chart; configure the types of waste activated carbon with the height of the Y-axis in the candidate stage of the first line chart greater than the height of the previous Y-axis as the second type; configure the quantity of waste activated carbon with the height of the Y-axis in the candidate stage of the first bar chart greater than the height of the previous Y-axis as the second quantity; judge whether the first type is the same as the second type, if not, configure the waste activated carbon to be treated as the first alternative; if the same, configure the height of the Y-axis of the line endpoint formed by the change amplitude corresponding to the first type in the first line chart into the first line chart, and judge whether the height of the Y-axis of the line endpoint exceeds the alarm threshold, if it exceeds, reject the treatment of the waste activated carbon to be treated; if it does not exceed, configure the waste activated carbon to be treated as the first alternative; judge whether the first quantity in the first alternative is greater than the minimum value of the multiple second quantities; if not, process the waste activated carbon to be treated; if greater, configure the height of the Y-axis of the column formed by the change amplitude corresponding to the second quantity corresponding to the first quantity in the first bar chart into the first bar chart, and judge whether the height of the Y-axis of the formed column exceeds the alarm threshold, if it exceeds, reject the treatment of the waste activated carbon to be treated, if it does not exceed, process the waste activated carbon to be treated.

[0125] An output module, when it obtains an instruction to reject the treatment of the waste activated carbon to be treated, does not output a start treatment signal.

[0126] By configuring the above switch module on the waste activated carbon treatment device, the present invention can, when its swing switch door, that is, when starting to process, decide whether to output a start treatment signal according to whether it can start and whether pollutants will exceed the standard after starting.

[0127] The present invention constructs an analytical processing method for waste activated carbon pollutants. When dealing with different types and quantities of waste activated carbon, it can judge the degree of pollutants that may be generated this time based on the degree of pollutants generated in its historical data, so as to judge whether the pollutants may exceed the standard this time. Thus, after the prediction result appears, either allow the treatment of this waste activated carbon or reject the treatment of this waste activated carbon, so as to protect the environment by means of data prediction during the process of waste activated carbon treatment and avoid the problem of stopping the waste activated carbon treatment halfway due to exceeding the pollutant standard. Among them, since the service life of the waste gas treatment equipment depends not only on the usage life but also on the calendar life, the present invention comprehensively analyzes the degree of usage life and calendar life and the prediction result, so as to give a more accurate result for treating waste activated carbon, avoid exceeding the pollutant standard, protect the environment, and avoid stopping the treatment process halfway.

[0128] An electronic device according to the present invention

[0129] The electronic device includes a memory and a processor. Among them, the memory is used to store a computer program; the processor is used to call the computer program so that the electronic device executes the method described above.

[0130] A computer-readable storage medium according to the present invention includes instructions that, when running on an electronic device, cause the electronic device to execute the method.

[0131] The above-described embodiments are only descriptions of the preferred embodiments of the present invention and do not limit the scope of the present invention. Without departing from the design spirit of the present invention, various deformations and improvements made by those of ordinary skill in the art to the technical solution of the present invention shall fall within the protection scope determined by the claims of the present invention.

Claims

1. A method for processing waste activated carbon pollutant data, characterized in that: include Acquire a first type and a first quantity of waste activated carbon to be treated, and acquire first waste activated carbon data and corresponding first pollutant data for each first unit time of each exhaust gas treatment device; The first line graph is generated based on the time axis of the first unit time of the exhaust gas treatment device as the X-axis, and the highest exhaust gas value of the first pollutant data generated by the exhaust gas treatment device in the first unit time as the height of the Y-axis; the first bar graph is generated based on the total amount of treatment of the exhaust gas treatment device as the X-axis, and the treatment amount of the exhaust gas treatment device each time as the width of the column of the X-axis, and the highest exhaust gas value of the first pollutant data of the exhaust gas treatment device each time as the height of the Y-axis of the column; Outputting the candidate stages of the first line graph and the candidate stages of the first bar graph according to the different stages of the exhaust gas treatment equipment in the pre-stored first line graph and the different stages of the exhaust gas equipment in the pre-stored first bar graph; The type of waste activated carbon whose Y-axis height in the candidate stage of the first line graph is greater than the previous Y-axis height is configured as the second type; the quantity of waste activated carbon whose Y-axis height in the candidate stage of the first bar graph is greater than the previous Y-axis height is configured as the second quantity; Determine whether the first type is the same as the second type. If not, configure the above-mentioned waste activated carbon to be processed as the first alternative; if they are the same, configure the height of the Y axis of the end point of the broken line formed by the change amplitude corresponding to the first type in the first broken line graph into the first broken line graph, and determine whether the height of the Y axis of the end point of the broken line exceeds the alarm threshold. If so, refuse to process the waste activated carbon to be processed; If it does not exceed, the above-mentioned waste activated carbon to be treated is configured as the first alternative; Determine whether the first number in the first alternative is greater than the minimum value of the plurality of second numbers; If not, treating the waste activated carbon to be treated; If it is greater than, the height of the Y axis of the column formed by the change amplitude of the first bar graph and the second quantity corresponding to the first quantity is configured in the first bar graph, and it is determined whether the height of the Y axis of the formed column exceeds the alarm threshold. If it exceeds, the waste activated carbon to be processed is refused to be processed. If it does not exceed, the waste activated carbon to be processed is processed.

2. A method for processing waste activated carbon pollutant data according to claim 1, characterized in that: The steps of generating a first line graph and a first bar graph include: The database pre-stores standard line graphs and standard bar graphs corresponding to the exhaust gas treatment equipment; The first broken line graph generated by each waste gas treatment device is overlapped with the origin of the standard broken line graph for comparison, and a first shadow is drawn between the first broken line of the first broken line graph and the second broken line of the standard broken line graph; whether the first shadow is less than the first shadow threshold is determined, if not, the first broken line graph is deleted, and the waste activated carbon to be treated is refused to be treated, and if less than, the first broken line graph is output; The first bar graph generated by each exhaust gas treatment device is overlapped with the origin of the standard bar graph for comparison, the top horizontal lines of each adjacent column of the first bar graph are connected to draw a first column top line, the top horizontal lines of each adjacent column of the standard bar graph are connected to draw a second column top line, and a second shadow is drawn between the first column top line and the second column top line to determine whether the second shadow is less than the second shadow threshold value. If not, the first bar graph is deleted and the waste activated carbon to be treated is refused to be processed. If less than, the first bar graph is output.

3. A method for processing waste activated carbon pollutant data according to claim 2, characterized in that: Outputting the candidate stages of the first line graph and the candidate stages of the first bar graph according to the different stages of the exhaust gas treatment equipment in the pre-stored first line graph and the different stages of the exhaust gas equipment in the pre-stored first bar graph, including: Obtain two interval points of the standard line chart, wherein the standard line chart is output as the candidate stage of the standard line chart according to the interval between the two interval points of the X axis; Configure the interval point interval according to the preset distance before and after the interval point; In an interval point interval of the first line graph, determine whether the slope of each line is greater than a line threshold, if so, configure the left endpoint of the line as an interval point of the first line graph, if not, configure the line endpoint with the largest slope change of adjacent lines in an interval point interval as an interval point; The first line graph is output as a candidate stage of the first line graph according to two interval points of the X axis; Obtain two interval points of the standard bar graph, wherein the standard bar graph is output as a candidate stage of the standard bar graph according to the interval between the two interval points of the X axis; Configure the interval point interval according to the preset distance before and after the interval point; In an interval point interval of the first histogram, determine whether the maximum longitudinal height of the second shadow is greater than the columnar threshold; if so, configure the X-axis point with the highest longitudinal height of the second shadow as the interval point; if not, configure all X-axis points of the column with the largest Y-axis height variation with the adjacent column in an interval point interval as close points, and configure the close point with the smallest distance to the interval point of the standard histogram corresponding to the one interval interval as the interval point of the first histogram; The first histogram is output as a candidate stage of the first histogram according to two interval points of the X-axis.

4. A method for processing waste activated carbon pollutant data according to claim 3, characterized in that: If they are the same, the height of the Y axis of the endpoint of the line formed by the change range corresponding to the first type in the first line graph is configured into the first line graph; if they are greater than, the height of the Y axis of the column formed by the change range corresponding to the second quantity corresponding to the first quantity in the first bar graph is configured into the first bar graph, including: The highest point of all Y-axis heights within the second unit time before the end point of the broken line at the end of the first broken line graph is used as: the Y-axis height of the end point of the broken line at the end of the first broken line graph; The height of the last bar of the first histogram is determined by taking the maximum value of the heights of all bars of the last bar of the first histogram and the second unit number of X-axis positions before it as the height of the last bar of the first histogram.

5. A method for processing waste activated carbon pollutant data according to claim 4, characterized in that: The waste activated carbon type whose Y-axis height in the candidate stage of the first line graph is greater than the previous Y-axis height is configured as the second type; The method configures the amount of waste activated carbon whose Y-axis height in the candidate stage of the first histogram is greater than the previous Y-axis height as the second amount, comprising: Determine whether the first matching number of the second type in a first unit time that is the same as the type corresponding to the total second quantity of the first bar graph exceeds the first percentage of the total number of second types in the first unit time; if so, output the second type; if not, increase the second unit time and the second unit quantity, and jump to the step of: if the same, configuring the Y-axis height of the endpoint of the line formed by the change amplitude corresponding to the first type in the first line graph to the first line graph; if greater than, configuring the Y-axis height of the column formed by the change amplitude corresponding to the second quantity corresponding to the first quantity in the first bar graph to the first bar graph.

6. A method for processing waste activated carbon pollutant data according to claim 3, characterized in that: The waste activated carbon type whose Y-axis height in the candidate stage of the first line graph is greater than the previous Y-axis height is configured as the second type; The method configures the amount of waste activated carbon whose Y-axis height in the candidate stage of the first histogram is greater than the previous Y-axis height as the second amount, comprising: Determine whether the first matching number of the same type as the second type corresponding to the total second number of the first bar graph within a first unit time exceeds a first percentage of the total number of second types within the first unit time; if so, output the second type; if not, increase the preset distances before and after, and jump to the step of outputting the first line graph and the first bar graph according to the different stages of the exhaust gas treatment equipment of the pre-stored first line graph and the different stages of the exhaust gas equipment of the pre-stored first bar graph if they are the same.

7. A waste activated carbon pollutant data analysis system, characterized in that: include An input module, which is used to obtain a first type and a first amount of waste activated carbon to be treated, and obtain first waste activated carbon data and corresponding first pollutant data for each first unit time of each exhaust gas treatment device; The processing module is used to generate a first line graph based on the time axis of the first unit time of the exhaust gas treatment device as the X-axis, and the highest exhaust gas value of the first pollutant data generated by the exhaust gas treatment device in the first unit time as the height of the Y-axis; generate a first bar graph based on the total amount of treatment of the exhaust gas treatment device as the X-axis, and the treatment amount of the exhaust gas treatment device each time as the width of the column of the X-axis, and the highest exhaust gas value of the first pollutant data of the exhaust gas treatment device each time as the height of the Y-axis of the column; output the first line graph's candidate stage, the first bar ... The first line graph is used to select a stage to be selected; the type of waste activated carbon whose Y-axis height of the selected stage of the first line graph is greater than the previous Y-axis height is configured as the second type; the number of waste activated carbon whose Y-axis height of the selected stage of the first bar graph is greater than the previous Y-axis height is configured as the second number; it is determined whether the first type is the same as the second type, and if not, the above-mentioned waste activated carbon to be processed is configured as the first alternative; if they are the same, the height of the Y-axis of the end point of the broken line formed by the change amplitude corresponding to the first type in the first line graph is configured into the first line graph, and it is determined whether the height of the Y-axis of the end point of the broken line exceeds the alarm threshold, and if it exceeds, the waste activated carbon to be processed is refused to be processed; If not, configuring the above-mentioned waste activated carbon to be processed as the first alternative; determining whether the first quantity in the above-mentioned first alternative is greater than the minimum value of the plurality of second quantities; If not, treating the waste activated carbon to be treated; If it is greater than, the height of the Y axis of the column formed by the change amplitude of the first bar graph and the second quantity corresponding to the first quantity is configured into the first bar graph, and it is determined whether the height of the Y axis of the formed column exceeds the alarm threshold. If it exceeds, the waste activated carbon to be processed is rejected; if it does not exceed, the waste activated carbon to be processed is processed; An output module outputs instructions for processing the waste activated carbon to be processed or refusing to process the waste activated carbon to be processed.

8. A switch module for a waste activated carbon pollutant treatment device, characterized in that: include A switch button, which is used to output a processing start signal; An input module, which is used to obtain a first type and a first amount of waste activated carbon to be treated, and obtain first waste activated carbon data and corresponding first pollutant data for each first unit time of each exhaust gas treatment device; The processing module is used to generate a first line graph based on the time axis of the first unit time of the exhaust gas treatment device as the X-axis, and the highest exhaust gas value of the first pollutant data generated by the exhaust gas treatment device in the first unit time as the height of the Y-axis; generate a first bar graph based on the total amount of treatment of the exhaust gas treatment device as the X-axis, and the treatment amount of the exhaust gas treatment device each time as the width of the column of the X-axis, and the highest exhaust gas value of the first pollutant data of the exhaust gas treatment device each time as the height of the Y-axis of the column; output the first line graph's candidate stage, the first bar ... The first line graph is used to select a stage to be selected; the type of waste activated carbon whose Y-axis height of the selected stage of the first line graph is greater than the previous Y-axis height is configured as the second type; the number of waste activated carbon whose Y-axis height of the selected stage of the first bar graph is greater than the previous Y-axis height is configured as the second number; it is determined whether the first type is the same as the second type, and if not, the above-mentioned waste activated carbon to be processed is configured as the first alternative; if they are the same, the height of the Y-axis of the end point of the broken line formed by the change amplitude corresponding to the first type in the first line graph is configured into the first line graph, and it is determined whether the height of the Y-axis of the end point of the broken line exceeds the alarm threshold, and if it exceeds, the waste activated carbon to be processed is refused to be processed; If not, configuring the above-mentioned waste activated carbon to be processed as the first alternative; determining whether the first quantity in the above-mentioned first alternative is greater than the minimum value of the plurality of second quantities; If not, treating the waste activated carbon to be treated; If it is greater than, the height of the Y axis of the column formed by the change amplitude of the first bar graph and the second quantity corresponding to the first quantity is configured into the first bar graph, and it is determined whether the height of the Y axis of the formed column exceeds the alarm threshold. If it exceeds, the waste activated carbon to be processed is rejected; if it does not exceed, the waste activated carbon to be processed is processed; The output module does not output a processing start signal when it obtains an instruction to refuse to process the waste activated carbon to be processed.

9. An electronic device, characterized in that: The electronic device comprises a memory and a processor, wherein the memory is used to store a computer program; and the processor is used to call the computer program so that the electronic device executes the method according to any one of claims 1 to 6.

10. A computer-readable storage medium comprising instructions, characterized in that: When the instructions are executed on an electronic device, the electronic device executes the method according to any one of claims 1 to 6.

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