Disclosure of Invention
The invention aims to provide an intelligent pollution source pollution emission monitoring method and device, so that the problems in the prior art are solved.
In order to achieve the purpose, the invention provides an intelligent pollution source pollution emission monitoring method, which comprises the following steps:
collecting basic information of pollution source equipment of a pollution source enterprise;
searching basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise based on the basic information of the pollution source equipment of the pollution source enterprise;
generating the maximum stable operation power of the pollution source equipment, the allowable time exceeding the maximum stable operation power and the relation between the standard operation power and the standard sewage discharge amount of the pollution source equipment based on the similar basic information of the pollution source equipment;
generating the current operating power of the pollution source equipment of the pollution source enterprise and the current discharge capacity of the pollution source equipment of the pollution source enterprise based on the basic information of the pollution source equipment of the pollution source enterprise;
judging whether the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment;
if the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment, judging whether the current operating power of the pollution source equipment of the pollution source enterprise exceeds the maximum stable operating power of the pollution source equipment;
if the current operating power of the pollution source equipment of the pollution source enterprise exceeds the maximum stable operating power of the pollution source equipment, calculating a first total time that the current operating power of the pollution source equipment of the pollution source enterprise exceeds the maximum stable operating power of the pollution source equipment;
judging whether the first total time is longer than the maximum stable operation power allowable time or not, and if the first total time is longer than the maximum stable operation power allowable time, judging that the pollution source enterprise expands the production scale; and
and if the first total time is less than the maximum stable operation power allowable time, judging that the pollution source equipment of the pollution source enterprise breaks down.
Preferably, in the above technical solution, the pollution source emission monitoring method further includes the steps of: and if the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviate from the relation between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment, and if the current operating power of the pollution source equipment of the pollution source enterprise does not exceed the maximum stable operating power of the pollution source equipment, judging that the emission of the enterprise exceeds the standard.
Preferably, in the above technical solution, the basic information of the pollution source device of the pollution source enterprise at least includes the following items: the equipment model, the total service time, the current sewage discharge amount of the pollution source equipment, the current operating power of the pollution source equipment and the use log of the pollution source equipment of the pollution source enterprise;
the method for searching the basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise based on the basic information of the pollution source equipment of the pollution source enterprise comprises the following steps:
based on the equipment model, searching pollution source equipment with the same equipment model;
searching a relation curve of rated power, maximum power, total service time, historical operating power and historical sewage discharge of pollution source equipment with the same equipment model; and
and packaging the relation curves of the rated power, the maximum power, the total service time, the historical operating power and the historical sewage discharge capacity of the pollution source equipment with the same equipment model into basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise.
Preferably, in the above technical solution, the determining whether the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment includes the steps of:
based on the total service time of pollution source equipment of a pollution source enterprise, locking a specific relation curve in relation curves of the total service time, historical operating power and historical sewage discharge;
calculating the ratio of the historical operating power to the historical sewage discharge capacity;
generating a normal distribution curve for the ratio;
calculating a second ratio between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise;
calculating an occurrence probability of the second ratio based on a normal distribution curve with respect to the ratio; and
and if the occurrence probability of the second ratio is lower than the probability threshold, judging that the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment.
Preferably, in the above technical solution, if it is determined that the pollution source enterprise expands the production scale, the pollution source emission monitoring method further includes the steps of:
sending a search message to a sensor positioned in a pollution source enterprise by a pollution source pollution emission monitoring center server;
receiving, by a pollution source pollution emission monitoring center, an identity message sent by a sensor located at a pollution source enterprise;
if the unregistered identity exists in the identity message, sending a registration permission message to a sensor with the unregistered identity by the pollution source pollution emission monitoring center server; and
receiving, by the pollution source pollution emission monitoring center, the registered identity message sent by the sensor, wherein the identity message is generated based on the registration permission message.
The invention also provides an intelligent pollution source pollution emission monitoring device, which is characterized in that: pollution source pollution emission monitoring devices includes:
a unit for collecting basic information of pollution source equipment of a pollution source enterprise;
a unit for searching the basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise based on the basic information of the pollution source equipment of the pollution source enterprise;
means for generating a maximum stable operating power of the pollution source device, an allowable time for exceeding the maximum stable operating power, and a relationship between the standard operating power and a standard discharge capacity of the pollution source device, based on the basic information of the similar pollution source devices;
a unit for generating current operating power of the pollution source equipment of the pollution source enterprise and current sewage discharge amount of the pollution source equipment of the pollution source enterprise based on the basic information of the pollution source equipment of the pollution source enterprise;
a unit for determining whether a relationship between a current operating power of the pollution source equipment of the pollution source enterprise and a current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from a relationship between a standard operating power of the pollution source equipment and a standard sewage discharge amount of the pollution source equipment;
a unit for judging whether the current operating power of the pollution source equipment of the pollution source enterprise exceeds the maximum stable operating power of the pollution source equipment if the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment;
means for calculating a first total time that a current operating power of a pollution source device of the pollution source enterprise exceeds a maximum stable operating power of the pollution source device if the current operating power of the pollution source device exceeds the maximum stable operating power of the pollution source device;
a unit for judging whether the first total time is longer than the maximum stable operation power allowable time, and if the first total time is longer than the maximum stable operation power allowable time, judging that the pollution source enterprise expands the production scale; and
and means for determining that the pollution source equipment of the pollution source enterprise is malfunctioning if the first total time is less than the maximum stable operation power allowed time.
Preferably, in the above technical solution, the pollution source pollution emission monitoring device further includes: and a unit for judging that the emission of the enterprise exceeds the standard if the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment, and if the current operating power of the pollution source equipment of the pollution source enterprise does not exceed the maximum stable operating power of the pollution source equipment.
Preferably, in the above technical solution, the basic information of the pollution source device of the pollution source enterprise at least includes the following items: the equipment model, the total service time, the current sewage discharge amount of the pollution source equipment, the current operating power of the pollution source equipment and the use log of the pollution source equipment of the pollution source enterprise;
wherein the means for finding the basic information of the pollution source device similar to the pollution source device of the pollution source enterprise based on the basic information of the pollution source device of the pollution source enterprise is further configured to:
based on the equipment model, searching pollution source equipment with the same equipment model;
searching a relation curve of rated power, maximum power, total service time, historical operating power and historical sewage discharge of pollution source equipment with the same equipment model; and
and packaging the relation curves of the rated power, the maximum power, the total service time, the historical operating power and the historical sewage discharge capacity of the pollution source equipment with the same equipment model into basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise.
Preferably, in the above technical solution, the unit for judging whether the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment is further configured to:
based on the total service time of pollution source equipment of a pollution source enterprise, locking a specific relation curve in relation curves of the total service time, historical operating power and historical sewage discharge;
calculating the ratio of the historical operating power to the historical sewage discharge capacity;
generating a normal distribution curve for the ratio;
calculating a second ratio between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise;
calculating an occurrence probability of the second ratio based on a normal distribution curve with respect to the ratio; and
and if the occurrence probability of the second ratio is lower than the probability threshold, judging that the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment.
Preferably, in the above technical solution, the pollution source pollution emission monitoring device further includes: means for performing the following operations if it is judged that the pollution source enterprise is upsized:
sending a search message to a sensor positioned in a pollution source enterprise by a pollution source pollution emission monitoring center server;
receiving, by a pollution source pollution emission monitoring center, an identity message sent by a sensor located at a pollution source enterprise;
if the unregistered identity exists in the identity message, sending a registration permission message to a sensor with the unregistered identity by the pollution source pollution emission monitoring center server; and
receiving, by the pollution source pollution emission monitoring center, the registered identity message sent by the sensor, wherein the identity message is generated based on the registration permission message.
Compared with the prior art, the pollution source pollution emission monitoring method and the device have the following beneficial effects: along with the improvement of national economic level, the pollution problem is more and more paid attention to by people, and the haze problem that constantly appears in recent years is puzzled by people constantly. In the face of increasingly severe pollution control situation, the prior art provides a series of pollution control methods. The CN105157756B in the prior art proposes a pollution source theft-proof method, which has the basic principle that the measured data of the pollution emission is compared with the theoretical total amount of the pollution emission, and if the difference between the measured data and the theoretical total amount of the pollution emission is too large, the pollution source is considered to have the theft-proof problem, so that the theft-proof problem can be alarmed and monitored. However, this technique has at least a problem that, first, how to determine whether or not the difference between the actual value and the theoretical value is excessive is unclear. Generally, the difference value can only be determined by experience, and the empirical determination of the difference threshold may result in too large or too small difference value, which may cause illegal monitoring, and if the difference value is too small, the production of the enterprise may be disturbed. Secondly, even if the difference can be accurately determined, the method cannot accurately judge the specific reason for the increase of the emission total amount, that is, the method cannot clearly determine whether the increase of the emission total amount is caused by the increase of the capacity of the enterprise, the failure of the equipment of the enterprise, or the intentional steal of the enterprise. If all the conditions greater than the difference are roughly classified as stealing behavior, the monitoring and supervision of the enterprise are too strict, and meanwhile, the difficulty is brought to the forensics of the supervision department.
In order to overcome the problems in the prior art, the invention provides a novel intelligent pollution source pollution emission monitoring method, the method of the invention formulates a boundary between normal emission and abnormal emission based on a statistical rule of statistical data, the boundary formulated according to the statistical rule is more scientific and more accurate than the boundary formulated according to experience, and simultaneously due to the inherent characteristics of statistics, the method of the invention can also provide the probability of error judgment when the proposed boundary is used for judgment, thereby helping relevant departments to carry out beforehand judgment on the adverse consequences possibly generated by using the boundary (generally speaking, the error judgment probability is generally obtained by post-statistics, and the judgment on the error judgment probability can be rarely known in advance). Meanwhile, the method can realize intelligent superovulation reason analysis, prevent false alarm and false alarm, and protect the benefits of enterprises from being excessively damaged while ensuring that the superovulation steal problem can be accurately monitored.
Detailed Description
The following detailed description of the present invention is provided in conjunction with the accompanying drawings, but it should be understood that the scope of the present invention is not limited to the specific embodiments.
Throughout the specification and claims, unless explicitly stated otherwise, the word "comprise", or variations such as "comprises" or "comprising", will be understood to imply the inclusion of a stated element or component but not the exclusion of any other element or component.
Fig. 1 is a flow chart of a pollution source pollution emission monitoring method according to an embodiment of the invention. As shown in the figure, the pollution source pollution emission monitoring method of the invention comprises the following steps:
step 101: collecting basic information of pollution source equipment of a pollution source enterprise;
step 102: searching basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise based on the basic information of the pollution source equipment of the pollution source enterprise;
step 103: generating the maximum stable operation power of the pollution source equipment, the allowable time exceeding the maximum stable operation power and the relation between the standard operation power and the standard sewage discharge amount of the pollution source equipment based on the similar basic information of the pollution source equipment;
step 104: generating the current operating power of the pollution source equipment of the pollution source enterprise and the current discharge capacity of the pollution source equipment of the pollution source enterprise based on the basic information of the pollution source equipment of the pollution source enterprise;
step 105: judging whether the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment;
step 106: if the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment, judging whether the current operating power of the pollution source equipment of the pollution source enterprise exceeds the maximum stable operating power of the pollution source equipment;
step 107: if the current operating power of the pollution source equipment of the pollution source enterprise exceeds the maximum stable operating power of the pollution source equipment, calculating a first total time that the current operating power of the pollution source equipment of the pollution source enterprise exceeds the maximum stable operating power of the pollution source equipment;
step 108: judging whether the first total time is longer than the maximum stable operation power allowable time or not, and if the first total time is longer than the maximum stable operation power allowable time, judging that the pollution source enterprise expands the production scale; and
step 109: and if the first total time is less than the maximum stable operation power allowable time, judging that the pollution source equipment of the pollution source enterprise breaks down.
In a preferred embodiment, the pollution source pollution emission monitoring method further comprises the steps of: and if the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviate from the relation between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment, and if the current operating power of the pollution source equipment of the pollution source enterprise does not exceed the maximum stable operating power of the pollution source equipment, judging that the emission of the enterprise exceeds the standard.
In a preferred embodiment, the pollution source equipment basic information of the pollution source enterprise includes at least the following items: the equipment model, the total service time, the current sewage discharge amount of the pollution source equipment, the current operating power of the pollution source equipment and the use log of the pollution source equipment of the pollution source enterprise; based on the basic information of the pollution source equipment of the pollution source enterprise, the step of searching the basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise comprises the following steps: based on the equipment model, searching pollution source equipment with the same equipment model; searching a relation curve of rated power, maximum power, total service time, historical operating power and historical sewage discharge of pollution source equipment with the same equipment model; and packaging the relation curves of the rated power, the maximum power, the total service time, the historical operating power and the historical sewage discharge capacity of the pollution source equipment with the same equipment model into basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise.
In a preferred embodiment, the determining whether the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment comprises the steps of: based on the total service time of pollution source equipment of a pollution source enterprise, locking a specific relation curve in relation curves of the total service time, historical operating power and historical sewage discharge; calculating the ratio of the historical operating power to the historical sewage discharge capacity; generating a normal distribution curve for the ratio; calculating a second ratio between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise; calculating an occurrence probability of the second ratio based on a normal distribution curve with respect to the ratio; and if the occurrence probability of the second ratio is lower than the probability threshold, judging that the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment.
In a preferred embodiment, if it is judged that the pollution source enterprise is scaled up, the pollution source emission monitoring method further includes the steps of: sending a search message to a sensor positioned in a pollution source enterprise by a pollution source pollution emission monitoring center server; receiving, by a pollution source pollution emission monitoring center, an identity message sent by a sensor located at a pollution source enterprise; if the unregistered identity exists in the identity message, sending a registration permission message to a sensor with the unregistered identity by the pollution source pollution emission monitoring center server; and receiving, by the pollution source pollution emission monitoring center, the registered identity message sent by the sensor, wherein the identity message is generated based on the registration permission message.
Fig. 2 is a block diagram of an apparatus according to an embodiment of the invention. As shown, the pollution source pollution emission monitoring device 210 includes:
the unit 201: a unit for collecting basic information of pollution source equipment of a pollution source enterprise;
unit 202: a unit for searching the basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise based on the basic information of the pollution source equipment of the pollution source enterprise;
unit 203: means for generating a maximum stable operating power of the pollution source device, an allowable time for exceeding the maximum stable operating power, and a relationship between the standard operating power and a standard discharge capacity of the pollution source device, based on the basic information of the similar pollution source devices;
a unit 204: a unit for generating current operating power of the pollution source equipment of the pollution source enterprise and current sewage discharge amount of the pollution source equipment of the pollution source enterprise based on the basic information of the pollution source equipment of the pollution source enterprise;
the unit 205: a unit for determining whether a relationship between a current operating power of the pollution source equipment of the pollution source enterprise and a current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from a relationship between a standard operating power of the pollution source equipment and a standard sewage discharge amount of the pollution source equipment;
unit 206: a unit for judging whether the current operating power of the pollution source equipment of the pollution source enterprise exceeds the maximum stable operating power of the pollution source equipment if the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment;
unit 207: means for calculating a first total time that a current operating power of a pollution source device of the pollution source enterprise exceeds a maximum stable operating power of the pollution source device if the current operating power of the pollution source device exceeds the maximum stable operating power of the pollution source device;
the unit 208: a unit for judging whether the first total time is longer than the maximum stable operation power allowable time, and if the first total time is longer than the maximum stable operation power allowable time, judging that the pollution source enterprise expands the production scale; and
unit 209: and means for determining that the pollution source equipment of the pollution source enterprise is malfunctioning if the first total time is less than the maximum stable operation power allowed time.
Preferably, in the above technical solution, the pollution source pollution emission monitoring device further includes: and a unit for judging that the emission of the enterprise exceeds the standard if the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment, and if the current operating power of the pollution source equipment of the pollution source enterprise does not exceed the maximum stable operating power of the pollution source equipment.
Preferably, in the above technical solution, the basic information of the pollution source device of the pollution source enterprise at least includes the following items: the equipment model, the total service time, the current sewage discharge amount of the pollution source equipment, the current operating power of the pollution source equipment and the use log of the pollution source equipment of the pollution source enterprise; the means for finding the base information of the pollution-source device similar to the pollution-source device of the pollution-source enterprise based on the base information of the pollution-source device of the pollution-source enterprise is further configured to: based on the equipment model, searching pollution source equipment with the same equipment model; searching a relation curve of rated power, maximum power, total service time, historical operating power and historical sewage discharge of pollution source equipment with the same equipment model; and packaging the relation curves of the rated power, the maximum power, the total service time, the historical operating power and the historical sewage discharge capacity of the pollution source equipment with the same equipment model into basic information of the pollution source equipment similar to the pollution source equipment of the pollution source enterprise.
Preferably, in the above technical solution, the unit for judging whether the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment is further configured to: based on the total service time of pollution source equipment of a pollution source enterprise, locking a specific relation curve in relation curves of the total service time, historical operating power and historical sewage discharge; calculating the ratio of the historical operating power to the historical sewage discharge capacity; generating a normal distribution curve for the ratio; calculating a second ratio between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise; calculating an occurrence probability of the second ratio based on a normal distribution curve with respect to the ratio; and if the occurrence probability of the second ratio is lower than the probability threshold, judging that the relationship between the current operating power of the pollution source equipment of the pollution source enterprise and the current sewage discharge amount of the pollution source equipment of the pollution source enterprise deviates from the relationship between the standard operating power of the pollution source equipment and the standard sewage discharge amount of the pollution source equipment.
Preferably, in the above technical solution, the pollution source pollution emission monitoring device further includes: means for performing the following operations if it is judged that the pollution source enterprise is upsized: sending a search message to a sensor positioned in a pollution source enterprise by a pollution source pollution emission monitoring center server; receiving, by a pollution source pollution emission monitoring center, an identity message sent by a sensor located at a pollution source enterprise; if the unregistered identity exists in the identity message, sending a registration permission message to a sensor with the unregistered identity by the pollution source pollution emission monitoring center server; and receiving, by the pollution source pollution emission monitoring center, the registered identity message sent by the sensor, wherein the identity message is generated based on the registration permission message.
The foregoing descriptions of specific exemplary embodiments of the present invention have been presented for purposes of illustration and description. It is not intended to limit the invention to the precise form disclosed, and obviously many modifications and variations are possible in light of the above teaching. The exemplary embodiments were chosen and described in order to explain certain principles of the invention and its practical application to enable one skilled in the art to make and use various exemplary embodiments of the invention and various alternatives and modifications as are suited to the particular use contemplated. It is intended that the scope of the invention be defined by the claims and their equivalents.