A method, device, equipment and readable storage medium for operating and regulating a heat exchange unit
By dividing the control cycle and time period of the historical data of the heat exchange unit, determining the heat distribution ratio and predicted value, the problem of unreasonable control of the operation of the heat exchange unit is solved, and more reasonable and reliable regulation is achieved, and frequent oscillations and human influence are reduced.
Patent Information
- Application Number
- CN202211037163.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-08-26
- Publication Date
- 2025-08-05
- Estimated Expiration
- 2042-08-26
AI Technical Summary
The operating and regulation mode of existing heat exchange units has problems such as frequent oscillation and relying on manual experience, which leads to inadequate rationalization of regulation.
By obtaining the historical regulation data and operation data of the heat exchange unit, dividing the regulation cycle and time period, determining the heat distribution ratio, and calculating the heat prediction value, intelligent regulation based on historical data is realized.
The frequency of operation and regulation of the heat exchange unit is reduced, the oscillation of the heating system is reduced, the rationality and reliability of regulation is improved, and the influence of human factors is reduced.
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Figure CN115371128B_ABST
Abstract
Description
Technical Field
[0001] This application relates to the technical field of intelligent heating, and more specifically, to a method, device, equipment and readable storage medium for operating and regulating a heat exchange unit. Background Art
[0002] Currently, building energy consumption is mainly for heating and cooling. And heating is commonly realized by using a heat exchange unit. A heat exchange unit is a complete set of heat exchange equipment that is organically combined and can perform heat exchange between steam and water, or between water and water.
[0003] Currently, the regulation modes of the heating system include an hourly regulation mode and a time-sharing regulation mode based on manual experience. Among them, the hourly regulation mode specifically refers to predicting the heat quantity per hour, and then regulating according to the predicted heat quantity per hour. This regulation mode is too frequently operated, which is likely to cause oscillations in the heating system. In addition, due to the delay and thermal inertia between the primary network side and the secondary network side, and the inability to batch collect the room temperature data at the user end, etc., it is difficult to implement the hourly regulation mode. The time-sharing regulation mode based on manual experience will be affected by factors such as the subjective experience of each regulator, resulting in greater differences in regulation.
[0004] In summary, how to perform more reasonable operation regulation on the heat exchange unit is a technical problem that needs to be solved urgently by those skilled in the art currently. Summary of the Invention
[0005] In view of this, the purpose of this application is to provide a method, device, equipment and readable storage medium for operating and regulating a heat exchange unit, which is used to perform more reasonable operation regulation on the heat exchange unit.
[0006] In order to achieve the above purpose, this application provides the following technical solutions:
[0007] A method for operating and regulating a heat exchange unit includes:
[0008] Obtain the historical regulation data of the heat exchange unit, divide the heating season into multiple regulation periods according to the historical regulation data, and divide each single day in each regulation period into multiple regulation time periods;
[0009] Obtain the historical operation data of the heat exchange unit, and determine the heat distribution ratio of each regulation time period of each single day in each regulation period according to the historical operation data;
[0010] Determine the target regulation period to which the to-be-regulated day belongs, divide the to-be-regulated day into regulation time periods, and determine the heat distribution ratio of each regulation time period of the to-be-regulated day;
[0011] Calculate the heat prediction value for the to-be-regulated day, determine the heat prediction values for each regulation period of the to-be-regulated day according to the heat prediction value and the heat distribution ratio of each regulation period of the to-be-regulated day, and perform operation regulation on the heat exchange unit on the to-be-regulated day according to the division of the regulation periods of the to-be-regulated day and the heat prediction values of each regulation period.
[0012] Preferably, divide the heating season into multiple regulation cycles according to the historical regulation data, and divide each single day in each of the regulation cycles into multiple regulation periods, including:
[0013] Divide the heating season into multiple of the regulation cycles according to the outdoor temperature and the heat value of each day in the heating season within the historical time;
[0014] Divide each single day in each of the regulation cycles into multiple regulation periods according to the number of regulation times per day and the regulation time corresponding to each regulation in each of the regulation cycles.
[0015] Preferably, divide the heating season into multiple regulation cycles according to the historical regulation data, and divide each single day in each of the regulation cycles into multiple regulation periods, including:
[0016] Divide the heating season into multiple of the regulation cycles according to a preset time span, and divide each single day in each of the regulation cycles into multiple of the regulation periods according to the number of regulation times per day and the regulation time corresponding to each regulation in each of the regulation cycles.
[0017] Preferably, determine the heat distribution ratio of each regulation period of a single day in each of the regulation cycles according to the historical operation data, including:
[0018] Obtain the relationship of the secondary network supply water temperature per hour between each regulation period of a single day in the regulation cycle when the secondary network side flow rate remains unchanged, and obtain the maximum secondary network supply water temperature per hour and the minimum secondary network supply water temperature per hour from the historical operation data;
[0019] Determine a corresponding plurality of first data groups for a single day in the regulation cycle according to the relationship of the secondary network supply water temperature per hour between each regulation period of a single day in the regulation cycle, the maximum secondary network supply water temperature per hour, and the minimum secondary network supply water temperature per hour; each first data group includes the secondary network supply water temperature per hour corresponding to each regulation period of the single day;
[0020] Obtain the secondary network supply and return water temperature difference per hour corresponding to each secondary network supply water temperature per hour in each of the first data groups when the secondary network side flow rate remains unchanged, and calculate a corresponding second data group for each of the first data groups by using the secondary network supply and return water temperature difference per hour corresponding to each secondary network supply water temperature per hour in each of the first data groups; each second data group includes the heat ratio per hour corresponding to each regulation period of the single day;
[0021] Calculate the average hourly heat ratio corresponding to each regulation period of a single day using each of the second data groups;
[0022] Calculate the heat distribution ratio of each regulation period of a single day based on the average hourly heat ratio corresponding to each regulation period of a single day and the duration of each regulation period of a single day.
[0023] Preferably, when the flow rate on the secondary network side remains unchanged, obtain the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each of the first data groups, and calculate the second data group corresponding to each of the first data groups using the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each of the first data groups, including:
[0024] Obtain the hourly maximum secondary network supply and return water temperature difference, the hourly minimum secondary network supply and return water temperature difference, and the hourly random secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each of the first data groups;
[0025] Calculate the first hourly heat ratio corresponding to each hourly secondary network supply water temperature in each of the first data groups according to the hourly maximum secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each of the first data groups;
[0026] Calculate the second hourly heat ratio corresponding to each hourly secondary network supply water temperature in each of the first data groups according to the hourly minimum secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each of the first data groups;
[0027] Calculate the third hourly heat ratio corresponding to each hourly secondary network supply water temperature in each of the first data groups according to the hourly random secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each of the first data groups;
[0028] Calculate the hourly average heat ratio corresponding to each hourly secondary network supply water temperature in each of the first data groups according to the first hourly heat ratio, the second hourly heat ratio, and the third hourly heat ratio corresponding to each hourly secondary network supply water temperature in each of the first data groups, and use the hourly average heat ratio corresponding to each hourly secondary network supply water temperature as the hourly heat ratio corresponding to the corresponding regulation period of a single day.
[0029] Preferably, before performing operation regulation on the heat exchange unit on the to-be-regulated day according to the regulation period division of the to-be-regulated day and the heat prediction values of each regulation period, it further includes:
[0030] If the heat prediction influence parameter of the to-be-regulated day changes, calculate the new heat prediction value of the to-be-regulated day according to the changed heat prediction influence parameter.
[0031] Preferably, it further includes:
[0032] Receive a modification instruction, and accordingly modify at least one of the regulation cycle division, the division of the single-day regulation time periods in the regulation cycle, and the heat distribution ratio of each regulation time period in the single day of the regulation cycle.
[0033] An operation regulation device for a heat exchange unit, comprising:
[0034] A division module, configured to obtain historical regulation data of the heat exchange unit, divide the heating season into multiple regulation cycles according to the historical regulation data, and divide a single day in each of the regulation cycles into multiple regulation time periods;
[0035] A first determination module, configured to obtain historical operation data of the heat exchange unit, and determine the heat distribution ratio of each regulation time period in a single day of each of the regulation cycles according to the historical operation data;
[0036] A second determination module, configured to determine the target regulation cycle to which the to-be-regulated day belongs, divide the regulation time periods of the to-be-regulated day, and determine the heat distribution ratio of each regulation time period of the to-be-regulated day;
[0037] A regulation module, configured to calculate the heat prediction value of the to-be-regulated day, determine the heat prediction value of each regulation time period of the to-be-regulated day according to the heat prediction value and the heat distribution ratio of each regulation time period of the to-be-regulated day, and perform operation regulation on the heat exchange unit on the to-be-regulated day according to the regulation time period division of the to-be-regulated day and the heat prediction value of each regulation time period.
[0038] An operation regulation device for a heat exchange unit, comprising:
[0039] A memory, configured to store a computer program;
[0040] A processor, configured to implement the steps of the operation regulation method of the heat exchange unit as described in any one of the above when executing the computer program.
[0041] A readable storage medium, in which a computer program is stored, and when the computer program is executed by a processor, the steps of the operation regulation method of the heat exchange unit as described in any one of the above are implemented.
[0042] The present application provides a method, device, equipment and readable storage medium for operating and regulating a heat exchange unit. The method includes: obtaining historical regulation data of the heat exchange unit, dividing the heating season into multiple regulation periods according to the historical regulation data, and dividing each single day in each regulation period into multiple regulation time periods; obtaining historical operation data of the heat exchange unit, and determining the heat distribution ratio of each regulation time period of each single day in each regulation period according to the historical operation data; determining the target regulation period to which the day to be regulated belongs, dividing the day to be regulated into regulation time periods, and determining the heat distribution ratio of each regulation time period of the day to be regulated; calculating the heat prediction value of the day to be regulated, determining the heat prediction value of each regulation time period of the day to be regulated according to the heat prediction value and the heat distribution ratio of each regulation time period of the day to be regulated, and performing operation regulation on the heat exchange unit on the day to be regulated according to the division of the regulation time periods of the day to be regulated and the heat prediction value of each regulation time period.
[0043] According to the above technical solution disclosed in the present application, the heating season is divided into multiple regulation periods according to the historical data of the heat exchange unit, and each single day in each regulation period is divided into multiple regulation time periods, and the heat distribution ratio of each regulation time period of each single day in each regulation period is determined. Then, the target regulation period to which the day to be regulated belongs is determined, and the day to be regulated is divided into regulation time periods according to the division of the regulation time periods of a single day in the target period, and the heat distribution ratio of each regulation time period of the day to be regulated is determined according to the heat distribution ratio of each regulation time period of a single day in the target period. After that, the heat prediction value of each regulation time period of the day to be regulated is determined according to the heat distribution ratio of each regulation time period of the day to be regulated and the calculated heat prediction value of the day to be regulated. Subsequently, operation regulation is performed on the heat exchange unit on the day to be regulated according to the division of the regulation time periods of the day to be regulated and the heat prediction value of each regulation time period, that is, the division of the regulation time periods and the determination of the heat prediction value corresponding to each regulation time period are realized according to the historical data of the heat exchange unit, and the operation regulation of the heat exchange unit is carried out accordingly, so as to realize more reasonable operation regulation of the heat exchange unit, reduce the operation regulation frequency of the heat exchange unit, thereby reducing the oscillation of the heating system during the regulation process, and making the operation regulation of the heat exchange unit meet the actual requirements. BRIEF DESCRIPTION OF THE DRAWINGS
[0044] In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the following will briefly introduce the drawings required for use in the description of the embodiments or the prior art. Obviously, the drawings described below are only the embodiments of the present application. For those of ordinary skill in the art, other drawings can be obtained according to the provided drawings without creative efforts.
[0045] Figure 1 It is a flowchart of a method for operating and regulating a heat exchange unit provided by an embodiment of the present application;
[0046] Figure 2Flow chart of another operation regulation method provided by an embodiment of the present application;
[0047] Figure 3 Structural schematic diagram of an operation regulation device for a heat exchange unit provided by an embodiment of the present application;
[0048] Figure 4 Structural schematic diagram of an operation regulation device for a heat exchange unit provided by an embodiment of the present application. Specific embodiments
[0049] The core of the present application is to provide an operation regulation method, device, equipment and readable storage medium for a heat exchange unit, which is used to perform more reasonable operation regulation on the heat exchange unit.
[0050] Next, the technical solutions in the embodiments of the present application will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.
[0051] See Figure 1 , which shows a flow chart of an operation regulation method for a heat exchange unit provided by an embodiment of the present application. The operation regulation method for a heat exchange unit provided by an embodiment of the present application may include:
[0052] S11: Obtain the historical regulation data of the heat exchange unit, divide the heating season into multiple regulation periods according to the historical regulation data, and divide each single day in each regulation period into multiple regulation time periods.
[0053] In this application, first, the historical regulation data of the heat exchange unit can be obtained from the platform corresponding to the heating system that stores the historical data of the heat exchange unit. Here, the historical regulation data specifically can be the regulation data of the heat exchange unit during the heating season last year or in the heating seasons of previous years. And the historical regulation data includes but is not limited to the number of regulation times per day, the regulation time per day, and the heat value supplied by the heat exchange unit per day (i.e., the heat supply value) during the heating season. And in this application, specifically, the regulation data of the manual operation and regulation of the heat exchange unit based on experience within the historical time can be obtained. Of course, the historical regulation data of the heat exchange unit can also be obtained after the heat exchange unit is operated and regulated according to the technical solution provided in this application, so as to continuously improve the operation and regulation method of the heat exchange unit. For example, assume that the heat exchange unit was operated and regulated according to the operation and regulation method of the heat exchange unit provided in this application during the heating season last year. Then in this year, the historical regulation data of the heat exchange unit last year can be obtained to continuously improve the operation and regulation method of the heat exchange unit, etc., so as to facilitate improving the rationality and reliability of the operation and regulation of the heat exchange unit.
[0054] After obtaining the historical regulation data, the historical regulation data can be analyzed and processed, and the heating season can be divided into multiple regulation periods according to the historical regulation data. Moreover, when analyzing and processing the historical regulation data, not only can the heating season be divided into multiple regulation periods according to the historical regulation data, but at the same time, the division rule of the single-day regulation time period in each regulation period can be determined (for example, the single-day regulation is 2 - 5 times), and accordingly, the single day in each regulation period can be divided into multiple regulation time periods. That is, according to the historical regulation data, the heating season can be divided into multiple regulation periods and the single day in each regulation period can be divided into multiple regulation time periods simultaneously. It should be noted that within the same regulation period, the number of regulation times and the division of the regulation time period for each day are the same.
[0055] S12: Obtain the historical operation data of the heat exchange unit, and determine the heat distribution ratio of each regulation time period of a single day in each regulation period according to the historical operation data.
[0056] In this application, when obtaining the historical regulation data of the heat exchange unit (simultaneously or before or after), the historical operation data of the heat exchange unit can also be obtained. Here, the historical operation data of the heat exchange unit specifically can include data such as the secondary network supply water temperature, the secondary network return water temperature, the secondary network supply and return water temperature difference, and the secondary network side flow rate.
[0057]
[0058] Through steps S11 and S12, the division of the regulation period, the division of the single-day regulation time periods in the regulation period, and the determination of the heat distribution ratio for each single-day regulation time period in each regulation period can be achieved based on the historical data of the heat exchange unit, so that subsequent operation regulation of the heat exchange unit can be carried out based on the determined information, making the operation regulation of the heat exchange unit more in line with the actual requirements and achieving more reasonable operation regulation of the heat exchange unit.
[0059] S13: Determine the target regulation period to which the day to be regulated belongs, divide the regulation time periods for the day to be regulated, and determine the heat distribution ratio for each regulation time period of the day to be regulated.
[0060] Based on steps S11 and S12, when it is necessary to perform operation regulation on the heat exchange unit on the day to be regulated, the target regulation period to which the day to be regulated belongs can be determined according to the regulation periods divided in step S11 and the day to be regulated, that is, to determine which regulation period in the division in step S11 the day to be regulated is located in. Among them, the day to be regulated is in the heating season and is a future day. For example, if the current day has not entered this year's heating season, the day to be regulated can be any day in this year's heating season after the current day, or if the current day is in this year's heating season, the day to be regulated can be any day after the current day and within this year's heating season.
[0061] After determining the target regulation period to which the day to be regulated belongs, the single day in each regulation period can be divided into multiple regulation time periods according to step S11, that is, according to the division of the single-day regulation time periods in each regulation period in step S11, the regulation time periods for the day to be regulated are divided. Specifically, the day to be regulated is divided into the same regulation time periods as those into which the single day in the target regulation period to which it belongs is divided. And, according to the heat distribution ratio for each single-day regulation time period determined in step S12, the heat distribution ratio for each regulation time period of the day to be regulated can be determined. Specifically, the heat distribution ratio for each regulation time period of the day to be regulated is the same as the heat distribution ratio for each single-day regulation time period in the target regulation period to which it belongs.
[0062] S14: Calculate the heat prediction value for the day to be regulated, determine the heat prediction value for each regulation time period of the day to be regulated according to the heat prediction value and the heat distribution ratio for each regulation time period of the day to be regulated, and perform operation regulation on the heat exchange unit on the day to be regulated according to the regulation time period division of the day to be regulated and the heat prediction value for each regulation time period.
[0063] After determining the aforementioned days to be regulated, the heat prediction algorithm model and heat prediction influence parameters (the heat prediction influence parameters mentioned here are the input parameters of the heat load prediction algorithm model) can be used to calculate the heat prediction value of the heat exchange unit on the day to be regulated. Among them, the output result of the heat load prediction algorithm model mentioned here can be the instantaneous heat value on the primary network side or the secondary network side. Specifically, the instantaneous heat, the difference between the accumulated heat of two adjacent hours, or the heat load calculation formula can be selected to obtain the heat value, etc. Among them, in the aforementioned calculation formula, Q is the heat load, G is the flow rate on the primary network side or the secondary network side of the heat exchange unit, c is the specific heat capacity of water, and t g is the supply water temperature, and t h is the return water temperature. It should be noted that the aforementioned heat load prediction algorithm model can be an existing algorithm model or a newly built algorithm model for heat prediction. Among them, when using an existing algorithm model, the algorithm model used in the existing hourly operation regulation can be used to predict the heat of each hour on the day to be regulated. Then, the heat prediction values of each hour on the day to be regulated can be added up to obtain the heat prediction value of the day to be regulated.
[0064] After calculating the heat prediction value of the day to be regulated, the heat prediction value of each regulation period on the day to be regulated can be calculated based on the calculated heat prediction value of the day to be regulated and the heat distribution ratio of each regulation period obtained in step S13. Then, the operation of the heat exchange unit on the day to be regulated can be controlled according to the division of the regulation periods on the day to be regulated and the heat prediction values of each regulation period on the day to be regulated. That is, it can be determined when the operation state of the heat exchange unit changes and how long the changed operation state should be maintained according to the division of the regulation periods on the day to be regulated, and the specific operation state of the heat exchange unit in each regulation period can be determined according to the heat prediction values of each regulation period on the day to be regulated. Then, the operation of the heat exchange unit on the day to be regulated can be controlled based on this information. Among them, after obtaining the heat prediction values of each regulation period on the day to be regulated, the heat prediction value of each hour in each regulation period on the day to be regulated can be obtained by averaging according to the heat prediction value of each regulation period on the day to be regulated, so that the heat prediction value of each hour can be obtained when controlling the operation of the heat exchange unit on the day to be regulated and the operation can be controlled. Among them, in this case, the operation state of the heat exchange unit does not change every hour within the same regulation period, so that the heat value of each hour within the same regulation period can be the same as the corresponding heat prediction value of each hour.
[0065] Through the above method, it is possible to automatically determine the regulation time periods into which the heat exchange unit is divided on the day to be regulated and the heat distribution ratio of each regulation time period based on the historical data of the heat exchange unit, calculate the heat prediction values for each regulation time period on the day to be regulated, and achieve the operation regulation of the heat exchange unit according to the division of the regulation time periods on the day to be regulated and the heat prediction values of each regulation time period, rather than regulating the operation of the heat exchange unit in the way of predicting hour by hour and regulating hour by hour, and also no longer regulating the operation of the heat exchange unit according to manual experience. Compared with the hour-by-hour operation regulation, the operation regulation method provided by the present application can reduce the frequency of operation regulation, thereby reducing the oscillation of the heating system during the regulation process; compared with regulating the operation according to manual experience, the operation regulation method provided by the present application is no longer affected by human factors. Through the operation regulation method provided by the present application, the operation regulation of the heat exchange unit can be more in line with the actual situation, and the operation regulation of the heat exchange unit can be made more reasonable, realizing the digitization and intelligence of the operation regulation of the heat exchange unit.
[0066] According to the above technical solution disclosed in the present application, the heating season is divided into multiple regulation cycles based on the historical data of the heat exchange unit, each single day in each regulation cycle is divided into multiple regulation time periods, and the heat distribution ratio of each regulation time period in a single day in each regulation cycle is determined. Then, the target regulation cycle to which the day to be regulated belongs is determined, the day to be regulated is divided into regulation time periods according to the division of the regulation time periods in a single day in the target cycle, and the heat distribution ratio of each regulation time period on the day to be regulated is determined according to the heat distribution ratio of each regulation time period in a single day in the target cycle. After that, the heat prediction values for each regulation time period on the day to be regulated are determined according to the heat distribution ratio of each regulation time period on the day to be regulated and the calculated heat prediction value of the day to be regulated. Subsequently, the operation of the heat exchange unit on the day to be regulated is regulated according to the division of the regulation time periods on the day to be regulated and the heat prediction values of each regulation time period, that is, the division of the regulation time periods and the determination of the heat prediction values corresponding to each regulation time period are carried out according to the historical data of the heat exchange unit, and the operation of the heat exchange unit is regulated accordingly, so as to realize more reasonable operation regulation of the heat exchange unit, reduce the frequency of operation regulation of the heat exchange unit, thereby reducing the oscillation of the heating system during the regulation process, and making the operation regulation of the heat exchange unit meet the actual requirements.
[0067] See Figure 2 , which shows a flowchart of another method for regulating the operation of a heat exchange unit provided by an embodiment of the present application. A method for regulating the operation of a heat exchange unit provided by an embodiment of the present application, which divides the heating season into multiple regulation cycles according to historical regulation data and divides each single day in each regulation cycle into multiple regulation time periods, may include:
[0068] Dividing the heating season into multiple regulation cycles according to the outdoor temperature and heat value of each day in the heating season within the historical time;
[0069] Divide the single days in each regulation period into multiple regulation time periods according to the number of regulations per day and the regulation time corresponding to each regulation in each regulation period.
[0070] In this application, when dividing the heating season into multiple regulation periods according to historical regulation data and dividing the single days in each regulation period into multiple regulation time periods, specifically, the heating season can be divided into multiple regulation periods according to the outdoor temperature and the heat value per day in the heating season within the historical time (both of these two parameters are obtained from the historical regulation data). At this time, the historical regulation data also includes the data of the outdoor temperature per day. For example, the outdoor temperature and the corresponding heat value can be classified into one category, and the heating season can be divided into multiple regulation periods based on the classified categories. Specifically, according to the fluctuation of the heat historical data (which is related to the outdoor temperature), a heating season can be divided into several regulation periods based on similar regulation amplitudes and waveforms. And, according to the number of regulations each time and the regulation time corresponding to each regulation per day in each divided regulation period (both of these two parameters are also obtained from the historical regulation data), the single days in the corresponding regulation period can be divided into multiple regulation time periods by using the highest frequency or average value, etc.
[0071] Through the above method, the division of the regulation period is realized according to the outdoor temperature and the heat value, and the division of the single-day regulation time period is carried out according to the number of regulations per day and the regulation time corresponding to each regulation in the regulation period, so as to improve the reliability and accuracy of the division of the regulation period and the single-day regulation time period.
[0072] A method for regulating the operation of a heat exchange unit provided by an embodiment of this application, which divides the heating season into multiple regulation periods according to historical regulation data and divides the single days in each regulation period into multiple regulation time periods, may include:
[0073] Divide the heating season into multiple regulation periods according to a preset time span, and divide the single days in each regulation period into multiple regulation time periods according to the number of regulations per day and the regulation time corresponding to each regulation in each regulation period.
[0074] In this application, when dividing the heating season into multiple regulation periods according to historical regulation data and dividing the single days in each regulation period into multiple regulation time periods, first, the heating season can be divided into multiple regulation periods according to a preset time span (for example: the initial stage of heating, the severe cold period, the end stage, or in the ways of month, ten-day period, week, day, public holiday, etc.). After that, according to the number of regulations each time and the regulation time corresponding to each regulation per day in each divided regulation period (both of these two parameters are obtained from the historical regulation data), the single days in the corresponding regulation period can be divided into multiple regulation time periods by using the highest frequency or average value, etc.
[0075] By the above method, the regulation cycle is divided according to the set preset time span, and on this basis, the single-day regulation time periods in the corresponding regulation cycles are divided according to the daily regulation times and the time of each regulation, so that the division of the regulation cycle can be carried out according to actual requirements, and the accuracy and reliability of the division of the single-day regulation time periods in the regulation cycle are improved.
[0076] A heat exchange unit operation regulation method provided by an embodiment of the present application, which determines the heat distribution ratio of each single-day regulation time period in each regulation cycle according to historical operation data, may include:
[0077] Obtain the relationship between the secondary network supply water temperature per hour among the single-day regulation time periods in the regulation cycle when the secondary network side flow rate remains unchanged, and obtain the maximum secondary network supply water temperature per hour and the minimum secondary network supply water temperature per hour from the historical operation data;
[0078] According to the relationship between the secondary network supply water temperature per hour among the single-day regulation time periods in the regulation cycle, the maximum secondary network supply water temperature per hour and the minimum secondary network supply water temperature per hour, determine multiple first data groups corresponding to the single day in the regulation cycle; each first data group may include the secondary network supply water temperature per hour corresponding to each single-day regulation time period;
[0079] Obtain the secondary network supply and return water temperature difference per hour corresponding to each secondary network supply water temperature per hour in each first data group when the secondary network side flow rate remains unchanged, and use the secondary network supply and return water temperature difference per hour corresponding to each secondary network supply water temperature per hour in each first data group to calculate the second data group corresponding to each first data group; each second data group may include the heat ratio per hour corresponding to each single-day regulation time period;
[0080] Use each second data group to calculate the average heat ratio per hour corresponding to each single-day regulation time period;
[0081] According to the average heat ratio per hour corresponding to each single-day regulation time period and the duration of each single-day regulation time period, calculate the heat distribution ratio of each single-day regulation time period.
[0082] In the present application, the specific process of determining the heat distribution ratio of each single-day regulation time period in each regulation cycle according to historical operation data is as follows:
[0083] 1) Clean abnormal data by methods such as box plots or using the internal relationships of historical operation data. Using the cleaned data, sort out the data of the secondary network supply water temperature, secondary network return water temperature, secondary network supply and return water temperature difference, and secondary network side flow rate of the heat exchange unit (these data all refer to the data per hour). Analyze and extract the variation law of the secondary network supply water temperature during each regulation period of a single day (specifically referring to the variation law of the secondary network supply water temperature per hour during each regulation period of a single day) under the condition that the secondary network side flow rate (i.e., the frequency of the secondary network side circulating water pump) remains unchanged, and establish a data expression. The following is an example: Assume that according to statistics and analysis, the single-day regulation in a certain regulation cycle is divided into four regulation periods, then the data expression is as follows:
[0084] The secondary network supply water temperature during the T1 - T2 period: X + a;
[0085] The secondary network supply water temperature during the T2 - T3 period: X + b;
[0086] The secondary network supply water temperature during the T3 - T4 period: X + c;
[0087] The secondary network supply water temperature during the T4 - T1 period: X;
[0088] The total duration from T1 to T4 is 24 hours of a single day.
[0089] Among them, T1, T2, T3, and T4 are respectively a certain moment point of a single day, X is the lowest secondary network supply water temperature of a single day, and a, b, and c are respectively the increased values relative to the lowest secondary network supply water temperature of a single day.
[0090] That is to say, after cleaning, sorting out, and analyzing the historical operation data of the heat exchange unit, the relationship of the secondary network supply water temperature per hour between each regulation period of a single day in each regulation cycle when the secondary network side flow rate remains unchanged is obtained.
[0091] 2) Obtain the maximum secondary network supply water temperature per hour and the minimum secondary network supply water temperature per hour from the historical operation data of the heat exchange unit.
[0092] 3) Clean the abnormal data by methods such as box plots or using the internal relationships of historical operation data. Using the cleaned data, sort out the data of the secondary network supply water temperature, secondary network return water temperature, secondary network side supply and return water temperature difference, secondary network side flow rate, etc. of the heat exchange unit (all these data refer to the data per hour). Analyze and extract the variation law of the secondary network side supply and return water temperature difference under the condition that the secondary network supply water temperature differs by a preset temperature step (specifically, it can be 1°C) per hour. Specifically, for each regulation period, the highest and lowest hourly secondary network supply water temperatures of each regulation time period on a single day can be determined according to the relationship between the hourly secondary network supply water temperatures among different regulation time periods on a single day in the regulation period. And the regulation time period with the highest hourly secondary network supply water temperature on a single day can be used as the first reference regulation time period on a single day, and the regulation time period with the lowest hourly secondary network supply water temperature on a single day can be used as the second reference regulation time period on a single day. Then, according to the obtained maximum hourly secondary network supply water temperature and the first reference regulation time period on a single day, minimum hourly secondary network supply water temperature and the second reference regulation time period on a single day, taking the maximum hourly secondary network supply water temperature as the first hourly secondary network supply water temperature of the first reference regulation time period on a single day (that is, as the hourly secondary network supply water temperature corresponding to the first reference regulation time period in the first data group), the hourly secondary network supply water temperatures corresponding to the first reference regulation time period in adjacent two first data groups differ by a preset temperature step, and the minimum hourly secondary network supply water temperature as the last hourly secondary network supply water temperature of the second reference regulation time period on a single day (that is, as the hourly secondary network supply water temperature corresponding to the second reference regulation time period in the last data group), in this way, multiple first data groups are determined according to the relationship between the hourly secondary network supply water temperatures among different regulation time periods on a single day in the regulation period. Among them, each first data group contains the hourly secondary network supply water temperatures corresponding to different regulation time periods on a single day. That is, in the first first data group, the hourly secondary network supply water temperature corresponding to the first reference regulation time period on a single day is the maximum hourly secondary network supply water temperature, in the last first data group, the hourly secondary network supply water temperature corresponding to the second reference regulation time period on a single day is the minimum hourly secondary network supply water temperature, and in adjacent two first data groups, the hourly secondary network supply water temperatures corresponding to the first reference regulation time period on a single day differ by a preset temperature step.It should be noted that when determining the secondary network supply water temperature per hour corresponding to the single-day first regulation period in each first data group according to the preset temperature step, if, when determining the secondary network supply water temperature per hour corresponding to the remaining regulation periods in the same first data group according to the relationship between the secondary network supply water temperatures per hour during each regulation period in the regulation cycle, there is no secondary network supply water temperature per hour in the historical operation data that is equal to the theoretical secondary network supply water temperature per hour corresponding to a certain regulation period calculated according to the aforementioned relationship, then a secondary network supply water temperature per hour that actually exists in the historical operation data and is close to the theoretical secondary network supply water temperature per hour corresponding to a certain regulation period calculated according to the aforementioned relationship can be obtained as the secondary network supply water temperature per hour corresponding to this regulation period. Through the above process, each single day in each regulation cycle corresponds to multiple first data groups.
[0093] 4) For each regulation cycle, obtain the secondary network supply-return water temperature difference per hour corresponding to each secondary network supply water temperature per hour in each first data group when the secondary network side flow rate remains unchanged from the historical operation data of the heat exchange unit. Since heat is proportional to the flow rate × secondary network supply-return water temperature difference, therefore, when the secondary network side flow rate remains unchanged, heat is proportional to the secondary network supply-return water temperature difference. After obtaining the secondary network supply-return water temperature difference per hour corresponding to each secondary network supply water temperature per hour in each first data group when the secondary network side flow rate remains unchanged from the historical operation data of the heat exchange unit, the second data group corresponding to each first data group can be calculated correspondingly by using the secondary network supply-return water temperature difference per hour corresponding to each secondary network supply water temperature per hour in each first data group. Among them, each second data group includes the heat proportion per hour corresponding to each regulation period on a single day. Specifically, for each first data group, the secondary network supply-return water temperature differences per hour corresponding to the secondary network supply water temperatures per hour corresponding to each regulation period on a single day can be added up to obtain the total secondary network supply-return water temperature difference per hour. After that, the ratio of the secondary network supply-return water temperature difference per hour corresponding to the secondary network supply water temperature per hour corresponding to each regulation period on a single day to the total secondary network supply-return water temperature difference per hour can be correspondingly used as the heat proportion per hour corresponding to each regulation period on a single day.
[0094] 5) For each regulation cycle, calculate the average heat proportion per hour corresponding to each regulation period on a single day in the regulation cycle by using each second data group. Specifically, the average operation is performed on the heat proportion per hour corresponding to each regulation period on a single day in all second data groups respectively to correspondingly obtain the average heat proportion per hour corresponding to each regulation period on a single day.
[0095] 6) For each regulation cycle, calculate the heat distribution ratio of each regulation period on a single day according to the average hourly heat ratio corresponding to each regulation period on a single day and the duration of each regulation period on a single day. Specifically, multiply the average hourly heat ratio corresponding to each regulation period on a single day by the number of continuous hours of the corresponding regulation period to obtain the heat ratio of each regulation period on a single day. Then, add up the heat ratios of each regulation period on a single day to obtain the total heat ratio on a single day. Finally, use the ratio of the heat ratio of each regulation period on a single day to the total heat ratio on a single day as the heat distribution ratio of each regulation period on a single day.
[0096] Through the above method, it is possible to calculate the heat distribution ratio of each regulation period in each regulation cycle according to the historical operation data of the heat exchange unit, improve the rationality and reliability of determining the heat distribution ratio of a single regulation period in the regulation cycle, and thus facilitate improving the rationality and reliability of the operation regulation of the heat exchange unit.
[0097] A heat exchange unit operation regulation method provided by an embodiment of the present application, when the flow rate on the secondary network side remains unchanged, obtains the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group, and uses the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group to calculate the corresponding second data group for each first data group, which may include:
[0098] Obtain the maximum hourly secondary network supply and return water temperature difference, the minimum hourly secondary network supply and return water temperature difference, and the random hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group;
[0099] According to the maximum hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group, calculate the first hourly heat ratio corresponding to each hourly secondary network supply water temperature in each first data group;
[0100] According to the minimum hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group, calculate the second hourly heat ratio corresponding to each hourly secondary network supply water temperature in each first data group;
[0101] According to the random hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group, calculate the third hourly heat ratio corresponding to each hourly secondary network supply water temperature in each first data group;
[0102] According to the first hourly heat proportion, the second hourly heat proportion, and the third hourly heat proportion corresponding to each hourly secondary network supply water temperature in each first data group, calculate the hourly average heat proportion corresponding to each hourly secondary network supply water temperature in each first data group, and use the hourly average heat proportion corresponding to each hourly secondary network supply water temperature as the hourly heat proportion corresponding to the corresponding regulation period on a single day.
[0103] In this application, when obtaining the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group with the secondary network side flow unchanged, the specific implementation process of calculating the second data group corresponding to each first data group by using the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group is as follows:
[0104] 41) Obtain the hourly maximum secondary network supply and return water temperature difference, the hourly minimum secondary network supply and return water temperature difference, and a random hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group from the historical operation data of the heat exchange unit; wherein, the random hourly secondary network supply and return water temperature difference is a random hourly secondary network supply and return water temperature difference other than the hourly maximum secondary network supply and return water temperature difference and the hourly minimum secondary network supply and return water temperature difference.
[0105] 42) For each first data group, add up the hourly maximum secondary network supply and return water temperature differences corresponding to each hourly secondary network supply water temperature to obtain the total hourly maximum secondary network supply and return water temperature difference, and then use the ratio of the hourly maximum secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature to the total hourly maximum secondary network supply and return water temperature difference as the first hourly heat proportion corresponding to each hourly secondary network supply water temperature. The first hourly heat proportion corresponding to each hourly secondary network supply water temperature in each first data group can be calculated in the aforementioned manner.
[0106] 43) For each first data group, add up the hourly minimum secondary network supply and return water temperature differences corresponding to each hourly secondary network supply water temperature to obtain the total hourly minimum secondary network supply and return water temperature difference, and then use the ratio of the hourly minimum secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature to the total hourly minimum secondary network supply and return water temperature difference as the second hourly heat proportion corresponding to each hourly secondary network supply water temperature. The second hourly heat proportion corresponding to each hourly secondary network supply water temperature in each first data group can be calculated in the aforementioned manner.
[0107] 44) For each first data group, the hourly random secondary network supply - return water temperature difference corresponding to each hourly secondary network supply water temperature can be added up to obtain the total hourly random secondary network supply - return water temperature difference. Then, the ratio of the hourly random secondary network supply - return water temperature difference corresponding to each hourly secondary network supply water temperature to the total hourly random secondary network supply - return water temperature difference is correspondingly used as the third hourly heat proportion corresponding to each hourly secondary network supply water temperature. The third hourly heat proportion corresponding to each hourly secondary network supply water temperature in each first data group can be calculated in the foregoing manner.
[0108] 45) For each first data group, the first hourly heat proportion, the second hourly heat proportion, and the third hourly heat proportion corresponding to each hourly secondary network supply water temperature are averaged to obtain the hourly average heat proportion corresponding to each hourly secondary network supply water temperature. And the hourly average heat proportion corresponding to each hourly secondary network supply water temperature can be used as the hourly heat proportion corresponding to the corresponding single - day regulation period (each hourly secondary network supply water temperature corresponds to a single - day regulation period), so as to obtain a second data group corresponding to each first data group.
[0109] By using the maximum secondary network supply - return water temperature difference, the minimum secondary network supply - return water temperature difference, and the random secondary network supply - return water temperature difference in the above - mentioned manner to calculate the hourly heat proportion corresponding to each regulation period of a single day, the reliability and rationality of the calculation can be improved. Of course, according to the actual situation, the hourly heat proportion corresponding to each regulation period of a single day can also be determined by using the hourly secondary network supply - return water temperature difference with the highest frequency or the hourly average secondary network supply - return water temperature difference corresponding to the hourly secondary network supply water temperature.
[0110] Before performing the operation regulation of the heat exchange unit on the to - be - regulated day according to the regulation period division of the to - be - regulated day and the heat prediction values of each regulation period, the method for operating and regulating a heat exchange unit provided by an embodiment of the present application may further include:
[0111] If the heat prediction influence parameter of the to - be - regulated day changes, then calculate the new heat prediction value of the to - be - regulated day according to the changed heat prediction influence parameter.
[0112] In the present application, before performing the operation regulation of the heat exchange unit on the to - be - regulated day according to the regulation period division of the to - be - regulated day and the heat prediction values of each regulation period, the heat prediction influence parameter of the to - be - regulated day (which may include weather data, etc., and is specifically determined according to the selected heat prediction algorithm) can be monitored in real - time or at regular intervals. If the heat prediction influence parameter of the to - be - regulated day changes, then the new heat prediction value of the to - be - regulated day can be calculated according to the changed heat prediction influence parameter, and the new heat prediction value is used to participate in the operation regulation of the heat exchange unit to improve the accuracy of the operation regulation of the heat exchange unit.
[0113] In addition, considering that the operation control strategy for a heating season is affected by various factors such as weather parameters, social factors, and the operation conditions of the heating system, it is necessary to make irregular adjustments. Specifically, the following dynamic adjustment strategy can be formulated: Use the historical heat data over a certain time span (such as months, dekads, weeks, 3 days, etc.) as the rolling data for this part of the algorithm model. If the single-day heat control period division and the heat distribution ratio for each control period change in a future time span (such as dekads, weeks, days, etc.), then the single-day control period division and the heat distribution ratio for each control period after this time span can be adjusted to the division and distribution method at this time span. That is, in this case, it can correspond to obtaining the historical control data of the heat exchange unit after performing operation control on the heat exchange unit according to the technical solution provided in this application, and using the historical control data of the heat exchange unit obtained in this case to divide the control period and the single-day control periods in the control period, etc., and the historical operation data corresponding to the heat exchange unit can be obtained to determine the heat distribution ratio for each single-day control period in the control period based on the historical operation data, so as to facilitate future operation control of the heat exchange unit based on this information.
[0114] A method for operating and controlling a heat exchange unit provided by an embodiment of this application may further include:
[0115] Receiving a modification instruction, and making corresponding modifications to at least one of the control period division, the single-day control period division in the control period, and the heat distribution ratio for each single-day control period in the control period according to the modification instruction.
[0116] In this application, to ensure the safe and stable operation of the heating system and in coordination with the platform application interface, the operation functions such as adjusting the control period division for the entire heating season, the single-day control period division, and the determination of the heat distribution ratio for each single-day control period can be manually adjusted. Among them, the several control periods divided for the heating season, the single-day control period division, etc. can be adjusted; the expression of heat can be parameters such as instantaneous heat, secondary network supply water temperature, secondary network return water temperature, secondary network average supply and return water temperature, heat index, etc.
[0117] Specifically, after obtaining the historical operation data of the heat exchange unit and determining the heat distribution ratio of each regulation period for each regulation time period on a single day according to the historical operation data, the divided regulation periods, each regulation time period on a single day in each regulation period, and the heat distribution ratio of each regulation time period on a single day in each regulation period can be displayed to facilitate relevant personnel to view and send modification instructions, etc. After receiving the modification instructions sent by relevant personnel, at least one of the division of the regulation period, the division of the regulation time period on a single day in the regulation period, and the heat distribution ratio of each regulation time period on a single day in the regulation period can be correspondingly modified according to the modification instructions. Specifically, at least one of the division of the regulation period, the division of the regulation time period on a single day in the regulation period, and the heat distribution ratio of each regulation time period on a single day in the regulation period can be correspondingly modified according to what item is specifically modified in the modification instructions and how the item is specifically modified, so as to facilitate meeting user requirements and improving the user experience and flexibility of the operation regulation of the heat exchange unit.
[0118] The embodiment of the present application also provides an operation regulation device for a heat exchange unit. Refer to Figure 3 , which shows a structural schematic diagram of an operation regulation device for a heat exchange unit provided by the embodiment of the present application. It may include:
[0119] A division module 31, configured to obtain the historical regulation data of the heat exchange unit, divide the heating season into multiple regulation periods according to the historical regulation data, and divide a single day in each regulation period into multiple regulation time periods;
[0120] A first determination module 32, configured to obtain the historical operation data of the heat exchange unit and determine the heat distribution ratio of each regulation time period on a single day in each regulation period according to the historical operation data;
[0121] A second determination module 33, configured to determine the target regulation period to which the to-be-regulated day belongs, divide the regulation time periods of the to-be-regulated day, and determine the heat distribution ratio of each regulation time period of the to-be-regulated day;
[0122] A regulation module 34, configured to calculate the heat prediction value of the to-be-regulated day, determine the heat prediction value of each regulation time period of the to-be-regulated day according to the heat prediction value and the heat distribution ratio of each regulation time period of the to-be-regulated day, and perform operation regulation on the heat exchange unit on the to-be-regulated day according to the regulation time period division of the to-be-regulated day and the heat prediction value of each regulation time period.
[0123] For an operation regulation device for a heat exchange unit provided by the embodiment of the present application, the division module 31 may include:
[0124] A first division unit, configured to divide the heating season into multiple regulation periods according to the outdoor temperature and the heat value of each day in the heating season within the historical time;
[0125] A second division unit, configured to divide a single day in each regulation period into multiple regulation time periods according to the number of daily regulations in each regulation period and the regulation time corresponding to each regulation.
[0126] For a heat exchange unit operation regulation device provided by an embodiment of the present application, the division module 31 may include:
[0127] A third division unit, configured to divide the heating season into multiple regulation periods according to a preset time span, and divide a single day in each regulation period into multiple regulation time periods according to the number of daily regulations in each regulation period and the regulation time corresponding to each regulation.
[0128] For a heat exchange unit operation regulation device provided by an embodiment of the present application, the first determination module 32 may include:
[0129] A first acquisition unit, configured to acquire the relationship between the secondary network supply water temperatures per hour between each regulation time period in a single day of a regulation period when the secondary network side flow rate remains unchanged, and acquire the maximum secondary network supply water temperature per hour and the minimum secondary network supply water temperature per hour from historical operation data;
[0130] A determination unit, configured to determine multiple first data groups corresponding to a single day in a regulation period according to the relationship between the secondary network supply water temperatures per hour between each regulation time period in a single day of a regulation period, the maximum secondary network supply water temperature per hour, and the minimum secondary network supply water temperature per hour; each first data group may include the secondary network supply water temperature per hour corresponding to each regulation time period of a single day;
[0131] A second acquisition unit, configured to acquire the secondary network supply - return water temperature difference per hour corresponding to each secondary network supply water temperature per hour in each first data group when the secondary network side flow rate remains unchanged, and calculate a second data group corresponding to each first data group by using the secondary network supply - return water temperature difference per hour corresponding to each secondary network supply water temperature per hour in each first data group; each second data group may include the heat proportion per hour corresponding to each regulation time period of a single day;
[0132] A first calculation unit, configured to calculate the average heat proportion per hour corresponding to each regulation time period of a single day by using each second data group;
[0133] A second calculation unit, configured to calculate the heat distribution proportion of each regulation time period of a single day according to the average heat proportion per hour corresponding to each regulation time period of a single day and the duration of each regulation time period of a single day.
[0134] For a heat exchange unit operation regulation device provided by an embodiment of the present application, the second acquisition unit may include:
[0135] An acquisition subunit, configured to acquire, for each first data group, the maximum hourly secondary network supply - return water temperature difference, the minimum hourly secondary network supply - return water temperature difference, and the random hourly secondary network supply - return water temperature difference corresponding to each hourly secondary network supply water temperature;
[0136] A first calculation subunit, configured to calculate, according to the maximum hourly secondary network supply - return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group, the first hourly heat ratio corresponding to each hourly secondary network supply water temperature in each first data group;
[0137] A second calculation subunit, configured to calculate, according to the minimum hourly secondary network supply - return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group, the second hourly heat ratio corresponding to each hourly secondary network supply water temperature in each first data group;
[0138] A third calculation subunit, configured to calculate, according to the random hourly secondary network supply - return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group, the third hourly heat ratio corresponding to each hourly secondary network supply water temperature in each first data group;
[0139] A fourth calculation subunit, configured to calculate, according to the first hourly heat ratio, the second hourly heat ratio, and the third hourly heat ratio corresponding to each hourly secondary network supply water temperature in each first data group, the average hourly heat ratio corresponding to each hourly secondary network supply water temperature in each first data group, and use the average hourly heat ratio corresponding to each hourly secondary network supply water temperature as the hourly heat ratio corresponding to the corresponding regulation period on a single day.
[0140] An operation regulation device for a heat - exchange unit provided by an embodiment of the present application may further include:
[0141] A calculation module, configured to, before performing operation regulation on the heat - exchange unit on the to - be - regulated day according to the division of the regulation periods on the to - be - regulated day and the heat prediction values of each regulation period, if the heat prediction influence parameter on the to - be - regulated day changes, calculate a new heat prediction value for the to - be - regulated day according to the changed heat prediction influence parameter.
[0142] An operation regulation device for a heat - exchange unit provided by an embodiment of the present application may further include:
[0143] A modification module, configured to receive a modification instruction and perform corresponding modification on at least one of the division of the regulation cycle, the division of the single - day regulation periods in the regulation cycle, and the heat distribution ratio of each single - day regulation period in the regulation cycle according to the modification instruction.
[0144] An embodiment of the present application further provides an operation regulation device for a heat - exchange unit. Refer to Figure 4, which shows a schematic structural diagram of a heat exchange unit operation regulation device provided by an embodiment of the present application, may include:
[0145] A memory 41 for storing computer programs;
[0146] A processor 42, when executing the computer program stored in the memory 41, can implement the following steps:
[0147] Obtain the historical regulation data of the heat exchange unit, divide the heating season into multiple regulation cycles according to the historical regulation data, and divide each single day in each regulation cycle into multiple regulation time periods; obtain the historical operation data of the heat exchange unit, and determine the heat distribution ratio of each regulation time period of each single day in each regulation cycle according to the historical operation data; determine the target regulation cycle to which the to-be-regulated day belongs, perform regulation time period division on the to-be-regulated day, and determine the heat distribution ratio of each regulation time period of the to-be-regulated day; calculate the heat prediction value of the to-be-regulated day, determine the heat prediction value of each regulation time period of the to-be-regulated day according to the heat prediction value and the heat distribution ratio of each regulation time period of the to-be-regulated day, and perform operation regulation on the heat exchange unit on the to-be-regulated day according to the regulation time period division of the to-be-regulated day and the heat prediction value of each regulation time period.
[0148] An embodiment of the present application also provides a readable storage medium, in which a computer program is stored, and when the computer program is executed by a processor, the following steps can be implemented:
[0149] Obtain the historical regulation data of the heat exchange unit, divide the heating season into multiple regulation cycles according to the historical regulation data, and divide each single day in each regulation cycle into multiple regulation time periods; obtain the historical operation data of the heat exchange unit, and determine the heat distribution ratio of each regulation time period of each single day in each regulation cycle according to the historical operation data; determine the target regulation cycle to which the to-be-regulated day belongs, perform regulation time period division on the to-be-regulated day, and determine the heat distribution ratio of each regulation time period of the to-be-regulated day; calculate the heat prediction value of the to-be-regulated day, determine the heat prediction value of each regulation time period of the to-be-regulated day according to the heat prediction value and the heat distribution ratio of each regulation time period of the to-be-regulated day, and perform operation regulation on the heat exchange unit on the to-be-regulated day according to the regulation time period division of the to-be-regulated day and the heat prediction value of each regulation time period.
[0150] The readable storage medium may include: various media such as USB flash drives, mobile hard disks, read-only memories (ROM), random access memories (RAM), magnetic disks or optical discs that can store program codes.
[0151] For the descriptions of relevant parts in a heat exchange unit operation regulation device, equipment and readable storage medium provided by the present application, reference can be made to the corresponding detailed descriptions in a heat exchange unit operation regulation method provided by an embodiment of the present application, which will not be elaborated here.
[0152] It should be noted that in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any actual relationship or order between these entities or operations. Moreover, the term "comprising", "including" or any other variant thereof is intended to cover non-exclusive inclusion, so that the elements inherent in a process, method, article or device comprising a series of elements. Without further limitation, an element defined by the statement "comprising one..." does not exclude the existence of additional identical elements in the process, method, article or device comprising the said element. In addition, the parts of the above technical solutions provided by the embodiments of the present application that are consistent with the corresponding technical solutions in the prior art are not described in detail to avoid unnecessary repetition.
[0153] The above description of the disclosed embodiments enables those skilled in the art to implement or use the present application. Various modifications to these embodiments will be obvious to those skilled in the art, and the general principles defined herein can be implemented in other embodiments without departing from the spirit or scope of the present application. Therefore, the present application will not be limited to these embodiments shown herein, but will be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims
1. A heat exchange unit operation control method, characterized in that: include: Obtaining historical control data of the heat exchanger unit, dividing the heating season into multiple control cycles according to the historical control data, and dividing a single day in each control cycle into multiple control periods; Obtain historical operating data of the heat exchanger unit, and determine the heat distribution ratio of each control period of a single day in each control cycle based on the historical operating data, including: obtaining the hourly secondary network water supply temperature relationship between each control period of a single day in the control cycle when the secondary network side flow remains unchanged, and obtaining the hourly maximum secondary network water supply temperature and the hourly minimum secondary network water supply temperature from the historical operating data; according to the hourly secondary network water supply temperature relationship between each control period of a single day in the control cycle, the hourly maximum secondary network water supply temperature and the hourly minimum secondary network water supply temperature, determine multiple first data groups corresponding to a single day in the control cycle; each first data group includes the hourly secondary network water supply temperature relationship, the hourly maximum secondary network water supply temperature and the hourly minimum secondary network water supply temperature of each control period of a single day in the control cycle; obtaining the hourly secondary network water supply temperature corresponding to each hourly secondary network water supply temperature in each first data group when the secondary network side flow remains unchanged, and calculating the second data group corresponding to each first data group using the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network water supply temperature in each first data group; each second data group includes the hourly heat ratio corresponding to each control period of a single day; using each second data group to calculate the average hourly heat ratio corresponding to each control period of a single day; and calculating the heat distribution ratio of each control period of a single day based on the average hourly heat ratio corresponding to each control period of a single day and the duration of each control period of a single day; Determine the target regulation cycle to which the day to be regulated belongs, divide the day to be regulated into regulation time periods, and determine the calorie allocation ratio for each regulation time period of the day to be regulated; Calculate the heat prediction value of the day to be regulated, determine the heat prediction value of each control period of the day to be regulated according to the heat prediction value and the heat allocation ratio of each control period of the day to be regulated, and perform operation control of the heat exchanger unit on the day to be regulated according to the control period division of the day to be regulated and the heat prediction value of each control period.
2. The heat exchanger unit operation control method according to claim 1, characterized in that: The heating season is divided into multiple control cycles according to the historical control data, and a single day in each control cycle is divided into multiple control periods, including: Dividing the heating season into a plurality of control cycles according to daily outdoor temperatures and daily calorific values during the heating season in historical time; According to the number of daily controls in each control cycle and the control time corresponding to each control, a single day in each control cycle is divided into multiple control time periods.
3. The heat exchanger unit operation control method according to claim 1, characterized in that: The heating season is divided into multiple control cycles according to the historical control data, and a single day in each control cycle is divided into multiple control periods, including: The heating season is divided into a plurality of control cycles according to a preset time span, and a single day in each control cycle is divided into a plurality of control time periods according to the number of controls per day in each control cycle and the control time corresponding to each control.
4. The heat exchanger unit operation control method according to claim 1, characterized in that: Obtaining the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group when the secondary network side flow remains unchanged, and calculating the second data group corresponding to each first data group using the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network supply water temperature in each first data group, including: Obtain the hourly maximum secondary network supply and return water temperature difference, the hourly minimum secondary network supply and return water temperature difference, and the hourly random secondary network supply and return water temperature difference corresponding to each hourly secondary network water supply temperature in each first data group; Calculating a first hourly heat ratio corresponding to each hourly secondary network water supply temperature in each first data group according to the hourly maximum secondary network supply and return water temperature difference corresponding to each hourly secondary network water supply temperature in each first data group; Calculating a second hourly heat ratio corresponding to each hourly secondary network water supply temperature in each first data group based on the hourly minimum secondary network supply and return water temperature difference corresponding to each hourly secondary network water supply temperature in each first data group; Calculate the third hourly heat ratio corresponding to each hourly secondary network water supply temperature in each first data group based on the hourly random secondary network supply and return water temperature difference corresponding to each hourly secondary network water supply temperature in each first data group; According to the first hourly heat ratio, the second hourly heat ratio and the third hourly heat ratio corresponding to each hourly secondary network water supply temperature in each first data group, the hourly average heat ratio corresponding to each hourly secondary network water supply temperature in each first data group is calculated, and the hourly average heat ratio corresponding to each hourly secondary network water supply temperature is used as the hourly heat ratio corresponding to the corresponding control period of a single day.
5. The heat exchanger unit operation control method according to claim 1, characterized in that: Before performing operation control on the heat exchanger unit on the day to be controlled according to the control period division of the day to be controlled and the heat prediction value of each control period, the method further includes: If the heat prediction influencing parameter of the day to be regulated changes, a new heat prediction value of the day to be regulated is calculated based on the changed heat prediction influencing parameter.
6. The heat exchange unit operation control method according to claim 1, characterized in that: Also includes: A modification instruction is received, and at least one of the division of the control cycle, the division of the single-day control time periods in the control cycle, and the heat distribution ratio of each single-day control time period in the control cycle is modified accordingly according to the modification instruction.
7. A heat exchange unit operation control device, characterized in that: include: a division module for obtaining historical control data of the heat exchanger unit, dividing the heating season into multiple control cycles according to the historical control data, and dividing a single day in each control cycle into multiple control periods; The first determination module is used to obtain the historical operation data of the heat exchanger unit, and determine the heat distribution ratio of each control period of a single day in each control cycle according to the historical operation data, including: obtaining the hourly secondary network water supply temperature relationship between each control period of a single day in the control cycle when the secondary network side flow remains unchanged, and obtaining the hourly maximum secondary network water supply temperature and the hourly minimum secondary network water supply temperature from the historical operation data; determining multiple first data groups corresponding to a single day in the control cycle according to the hourly secondary network water supply temperature relationship between each control period of a single day in the control cycle, the hourly maximum secondary network water supply temperature and the hourly minimum secondary network water supply temperature; each first data group includes the hourly secondary network water supply temperature of each control period of a single day the hourly secondary network water supply temperature corresponding to each control period; obtaining the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network water supply temperature in each first data group when the secondary network side flow remains unchanged, and using the hourly secondary network supply and return water temperature difference corresponding to each hourly secondary network water supply temperature in each first data group to calculate the second data group corresponding to each first data group; each second data group includes the hourly heat ratio corresponding to each control period of a single day; using each second data group to calculate the average hourly heat ratio corresponding to each control period of a single day; according to the average hourly heat ratio corresponding to each control period of a single day and the duration of each control period of a single day, calculate the heat distribution ratio of each control period of a single day; The second determining module is used to determine the target regulation cycle to which the day to be regulated belongs, divide the day to be regulated into regulation time periods, and determine the calorie allocation ratio of each regulation time period of the day to be regulated; The control module is used to calculate the heat prediction value of the day to be controlled, determine the heat prediction value of each control period of the day to be controlled based on the heat prediction value and the heat allocation ratio of each control period of the day to be controlled, and control the operation of the heat exchanger unit on the day to be controlled based on the control period division of the day to be controlled and the heat prediction value of each control period.
8. A heat exchange unit operation control device, characterized in that: include: memory for storing computer programs; A processor is configured to implement the steps of the heat exchanger unit operation control method according to any one of claims 1 to 6 when executing the computer program.
9. A readable storage medium, characterized in that The readable storage medium stores a computer program, and when the computer program is executed by a processor, the steps of the heat exchanger unit operation control method according to any one of claims 1 to 6 are implemented.
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