Autonomous detection method and system for energy-saving illuminating lamp

Abstract

The invention discloses an autonomous detection method and system for an energy-saving illuminating lamp, and the method comprises the steps: defining a corresponding detection mode according to the continuous working time of the energy-saving illuminating lamp, the model of the energy-saving illuminating lamp, and the parameter variation of the energy-saving illuminating lamp, thereby guaranteeing the precision of the detection mode; therefore, the autonomous detection effect of the energy-saving illuminating lamp is ensured. Further, a plurality of abnormal parameters are collected based on autonomous detection of the energy-saving illuminating lamp; defining an abnormal event according to the plurality of abnormal parameters, the corresponding working space and the energy-saving illuminating lamp; and defining corresponding optimization logic according to the abnormal event, the use space corresponding to the energy-saving illuminating lamp and the illumination state of the energy-saving illuminating lamp, and triggering online optimization of the energy-saving illuminating lamp according to the optimization logic. Based on the online optimization of the energy-saving illuminating lamp, the dynamic adjustment of the state of the energy-saving illuminating lamp is triggered by a corresponding optimization means, so that the autonomous optimization and the dynamic adjustment of the state of the energy-saving illuminating lamp are ensured.

Description

Technical Field

[0001] The present invention relates to the technical field of energy-saving lighting lamps, and in particular to an autonomous detection method and system for energy-saving lighting lamps. Background Art

[0002] With the development of science and technology, energy-saving lamps are used in people's lives and illuminate the external environment. Energy-saving lamps work in corresponding states and output corresponding working parameters. The working states of energy-saving lamps are presented based on multiple working parameters. In the prior art, multiple working parameters of energy-saving lamps at the current time are collected, and the multiple working parameters are controlled as a whole along a single logic. However, the control of the continuous working time of energy-saving lamps and the change in parameters of energy-saving lamps is incompatible, which affects the autonomous detection effect of energy-saving lamps. Summary of the invention

[0003] The purpose of the present invention is to overcome the shortcomings of the prior art. The present invention provides an autonomous detection method and system for energy-saving lighting lamps, which traverse the energy-saving lighting lamps and collect multiple working parameters of the energy-saving lighting lamps in different working dimensions; form multiple working parameter combinations according to the multiple working parameters and the illumination range of the energy-saving lighting lamps; define the state of the energy-saving lighting lamp according to the multiple working parameter combinations and the state recognition model; if the state of the energy-saving lighting lamp is a continuous working state, define the corresponding detection method according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, and is compatible with the overall consideration of the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, and realizes multi-dimensional control of the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, thereby ensuring the accuracy of the detection method and thus ensuring the effect of autonomous detection of the energy-saving lighting lamp.

[0004] Furthermore, based on the detection method and the application environment of the energy-saving lighting lamp, the energy-saving lighting lamp triggers autonomous detection, and multiple abnormal parameters are collected based on the autonomous detection of the energy-saving lighting lamp; an abnormal event is defined according to the multiple abnormal parameters, the corresponding working space and the energy-saving lighting lamp; a corresponding optimization logic is defined according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp and the lighting state of the energy-saving lighting lamp, and the online optimization of the energy-saving lighting lamp is triggered according to the optimization logic; based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means, the dynamic adjustment of the state of the energy-saving lighting lamp is triggered, so as to ensure the autonomous optimization of the energy-saving lighting lamp and the dynamic adjustment of the state, and ensure the synchronous processing of the lighting work of the energy-saving lighting lamp and the optimization of the abnormal time.

[0005] The embodiment of the present invention provides an autonomous detection method for energy-saving lighting lamps, which is applied to the autonomous detection scenario of energy-saving lighting lamps; The autonomous detection method of the energy-saving lighting lamp comprises: Traverse the energy-saving lighting lamps and collect multiple working parameters of the energy-saving lighting lamps in different working dimensions; forming a plurality of working parameter combinations according to a plurality of working parameters and the illumination range of the energy-saving lighting lamp; Defining the state of the energy-saving lighting lamp according to a combination of multiple working parameters and a state recognition model; If the state of the energy-saving lighting lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change amount of the energy-saving lighting lamp; triggering autonomous detection of the energy-saving lighting lamp based on the detection method and the application environment of the energy-saving lighting lamp, collecting multiple abnormal parameters based on the autonomous detection of the energy-saving lighting lamp; defining abnormal events according to the multiple abnormal parameters, the corresponding workspace and the energy-saving lighting lamp; Define corresponding optimization logic based on the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, trigger online optimization of the energy-saving lighting lamp according to the optimization logic, and trigger dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means.

[0006] Optionally, the traversing the energy-saving lighting lamps and collecting a plurality of working parameters of the energy-saving lighting lamps in different working dimensions include: Locate energy-saving lighting; Define traversal patterns based on energy-saving lighting and corresponding usage scenarios; triggering the traversal of the energy-saving lighting lamps along the traversal pattern; Define the working space of energy-saving lighting lamps according to the traversal of energy-saving lighting lamps; According to the detection of the workspace, a plurality of working parameters of the energy-saving lighting lamp in different working dimensions are collected. At this time, the plurality of working parameters are in different dimensional modules of the workspace.

[0007] Optionally, the forming of multiple operating parameter combinations according to the multiple operating parameters and the illumination range of the energy-saving lighting lamp includes: Freeze multiple working parameters; Collecting multiple illumination parameters of the energy-saving lighting lamp, and defining the illumination range of the energy-saving lighting lamp according to the multiple illumination parameters and the working power of the energy-saving lighting lamp; Correlate multiple operating parameters and the illumination range of energy-saving lighting lamps; Construct multiple combination dimensions based on multiple working parameters and the illumination range of energy-saving lighting lamps; A plurality of working parameters and a plurality of combination dimensions are associated, and a plurality of working parameter combinations are formed according to the plurality of working parameters and the plurality of combination dimensions.

[0008] Optionally, defining the state of the energy-saving lighting lamp according to a combination of multiple working parameters and a state recognition model includes: Freeze multiple working parameter combinations; A state recognition model is acquired, and the state recognition model matches the corresponding energy-saving lighting model and the scene in which the energy-saving lighting is used; Associating multiple operating parameter combinations and state recognition models; Defining multiple state parameters based on multiple working parameter combinations and a state identification model; The state of the energy-saving lighting lamp is defined according to a plurality of state parameters, the working power of the energy-saving lighting lamp and the scene in which the energy-saving lighting lamp is defined.

[0009] Optionally, if the state of the energy-saving lighting lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, including: Freeze the status of energy-saving lighting lamps; If the state of the energy-saving lighting lamp is a continuous working state, the continuous working time of the energy-saving lighting lamp is collected; Collecting a plurality of first operating parameters of the energy-saving lighting lamp in a continuous working state, and defining a parameter change amount of the energy-saving lighting lamp according to a comparison of the plurality of first operating parameters; Correlate the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp; The corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change amount of the energy-saving lighting lamp.

[0010] Optionally, triggering the autonomous detection of the energy-saving lighting lamp based on the detection method and the application environment of the energy-saving lighting lamp, collecting multiple abnormal parameters based on the autonomous detection of the energy-saving lighting lamp; defining abnormal events according to the multiple abnormal parameters, the corresponding workspace and the energy-saving lighting lamp, including: Freeze the detection method; Define the corresponding application environment based on the detection of energy-saving lighting lamps; The detection method and the application environment of the energy-saving lighting lamp are associated, and autonomous detection of the energy-saving lighting lamp is triggered according to the detection method and the application environment of the energy-saving lighting lamp.

[0011] Optionally, triggering the autonomous detection of the energy-saving lighting lamp based on the detection method and the application environment of the energy-saving lighting lamp, collecting multiple abnormal parameters based on the autonomous detection of the energy-saving lighting lamp; defining abnormal events according to the multiple abnormal parameters, the corresponding workspace and the energy-saving lighting lamp, further includes: Collect multiple abnormal parameters based on autonomous detection of energy-saving lighting lamps; Correlate multiple abnormal parameters, corresponding workspaces, and energy-saving lighting; Define abnormal events based on multiple abnormal parameters, corresponding workspaces, and energy-saving lighting.

[0012] Optionally, the method of defining a corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, triggering the online optimization of the energy-saving lighting lamp according to the optimization logic, and triggering the dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means includes: Freeze the abnormal event; Associating the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp; The corresponding optimization logic is defined according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp.

[0013] Optionally, the method further comprises: defining a corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, triggering the online optimization of the energy-saving lighting lamp according to the optimization logic, and triggering the dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means, further comprising: triggering online optimization of energy-saving lighting lamps according to the optimization logic; Based on the online optimization of energy-saving lighting lamps, corresponding optimization means trigger the dynamic adjustment of the state of the energy-saving lighting lamps.

[0014] In addition, an embodiment of the present invention further provides an autonomous detection system for an energy-saving lighting lamp, the autonomous detection system for the energy-saving lighting lamp comprising: A collection module, used for traversing energy-saving lighting lamps and collecting multiple working parameters of the energy-saving lighting lamps in different working dimensions; A parameter combination module, used to form a plurality of working parameter combinations according to a plurality of working parameters and the illumination range of the energy-saving lighting lamp; A state module, used for defining the state of the energy-saving lighting lamp according to a combination of multiple working parameters and a state recognition model; A detection mode module, for defining a corresponding detection mode according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change amount of the energy-saving lighting lamp if the state of the energy-saving lighting lamp is a continuous working state; An abnormality module, used to trigger the autonomous detection of the energy-saving lighting lamp based on the detection method and the application environment of the energy-saving lighting lamp, collect multiple abnormal parameters based on the autonomous detection of the energy-saving lighting lamp; define abnormal events according to the multiple abnormal parameters, the corresponding workspace and the energy-saving lighting lamp; The dynamic adjustment module is used to define corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp and the lighting state of the energy-saving lighting lamp, trigger the online optimization of the energy-saving lighting lamp according to the optimization logic, and trigger the dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means.

[0015] In an embodiment of the present invention, through the method in the embodiment of the present invention, energy-saving lighting lamps are traversed, and multiple working parameters of the energy-saving lighting lamps in different working dimensions are collected; multiple working parameter combinations are formed according to the multiple working parameters and the illumination range of the energy-saving lighting lamp; the state of the energy-saving lighting lamp is defined according to the multiple working parameter combinations and the state recognition model; if the state of the energy-saving lighting lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, which is compatible with the overall consideration of the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, realizes multi-dimensional control of the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, ensures the accuracy of the detection method, and thus ensures the effect of autonomous detection of the energy-saving lighting lamp.

[0016] Furthermore, based on the detection method and the application environment of the energy-saving lighting lamp, the energy-saving lighting lamp triggers autonomous detection, and multiple abnormal parameters are collected based on the autonomous detection of the energy-saving lighting lamp; an abnormal event is defined according to the multiple abnormal parameters, the corresponding working space and the energy-saving lighting lamp; a corresponding optimization logic is defined according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp and the lighting state of the energy-saving lighting lamp, and the online optimization of the energy-saving lighting lamp is triggered according to the optimization logic; based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means, the dynamic adjustment of the state of the energy-saving lighting lamp is triggered, so as to ensure the autonomous optimization of the energy-saving lighting lamp and the dynamic adjustment of the state, and ensure the synchronous processing of the lighting work of the energy-saving lighting lamp and the optimization of the abnormal time. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0018] Figure 1 is a flow chart of an autonomous detection method for an energy-saving lighting lamp in an embodiment of the present invention; Figure 2 is a flow chart of S11 in the autonomous detection method of the energy-saving lighting lamp in the embodiment of the present invention; Figure 3 is a flow chart of S12 in the autonomous detection method of the energy-saving lighting lamp in the embodiment of the present invention; Figure 4 is a flow chart of S13 in the autonomous detection method of the energy-saving lighting lamp in the embodiment of the present invention; Figure 5 is a flow chart of S14 in the autonomous detection method of the energy-saving lighting lamp in the embodiment of the present invention; Figure 6 is a flow chart of S15 in the autonomous detection method of the energy-saving lighting lamp in the embodiment of the present invention; Figure 7 is a flow chart of S16 in the autonomous detection method of the energy-saving lighting lamp in the embodiment of the present invention; Figure 8 Schematic diagram of the structure of the autonomous detection system of the energy-saving lighting lamp in the embodiment of the present invention; Fig. 9 The figure is a hardware diagram of an electronic device according to an exemplary embodiment. DETAILED DESCRIPTION

[0019] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0020] See also Figures 1 to 9 , an autonomous detection method for energy-saving lighting lamps, applied to the autonomous detection scenario of energy-saving lighting lamps; the autonomous detection method for energy-saving lighting lamps includes: Step S11: traverse the energy-saving lighting lamps, and collect multiple working parameters of the energy-saving lighting lamps in different working dimensions; Step S12: forming a plurality of operating parameter combinations according to the plurality of operating parameters and the illumination range of the energy-saving lighting lamp; Step S13: defining the state of the energy-saving lighting lamp according to a combination of multiple working parameters and a state recognition model; Step S14: if the state of the energy-saving lighting lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change amount of the energy-saving lighting lamp; Step S15: triggering autonomous detection of the energy-saving lighting lamp based on the detection method and the application environment of the energy-saving lighting lamp, collecting multiple abnormal parameters based on the autonomous detection of the energy-saving lighting lamp; defining abnormal events according to the multiple abnormal parameters, the corresponding workspace and the energy-saving lighting lamp; Step S16: Define corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, trigger the online optimization of the energy-saving lighting lamp according to the optimization logic, and trigger the dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means.

[0021] In an embodiment of the present invention, through the method in the embodiment of the present invention, energy-saving lighting lamps are traversed, and multiple working parameters of the energy-saving lighting lamps in different working dimensions are collected; multiple working parameter combinations are formed according to the multiple working parameters and the illumination range of the energy-saving lighting lamp; the state of the energy-saving lighting lamp is defined according to the multiple working parameter combinations and the state recognition model; if the state of the energy-saving lighting lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, which is compatible with the overall consideration of the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, realizes multi-dimensional control of the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, ensures the accuracy of the detection method, and thus ensures the effect of autonomous detection of the energy-saving lighting lamp.

[0022] Furthermore, based on the detection method and the application environment of the energy-saving lighting lamp, the energy-saving lighting lamp triggers autonomous detection, and multiple abnormal parameters are collected based on the autonomous detection of the energy-saving lighting lamp; an abnormal event is defined according to the multiple abnormal parameters, the corresponding working space and the energy-saving lighting lamp; a corresponding optimization logic is defined according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp and the lighting state of the energy-saving lighting lamp, and the online optimization of the energy-saving lighting lamp is triggered according to the optimization logic; based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means, the dynamic adjustment of the state of the energy-saving lighting lamp is triggered, so as to ensure the autonomous optimization of the energy-saving lighting lamp and the dynamic adjustment of the state, and ensure the synchronous processing of the lighting work of the energy-saving lighting lamp and the optimization of the abnormal time.

[0023] refer to Figure 2 In step S11, the energy-saving lighting lamps are traversed, and a plurality of working parameters of the energy-saving lighting lamps under different working dimensions are collected; In the specific implementation process of the present invention, the specific steps may be: S111: Positioning energy-saving lighting lamps; S112: defining a traversal mode according to energy-saving lighting lamps and corresponding usage scenarios; S113: triggering the traversal of energy-saving lighting lamps along the traversal pattern; S114: defining a working space of the energy-saving lighting lamp according to the traversal of the energy-saving lighting lamp; S115: collecting a plurality of working parameters of the energy-saving lighting lamp in different working dimensions according to the detection of the working space. At this time, the plurality of working parameters are in different dimensional modules of the working space.

[0024] In an embodiment of the present application, energy-saving lamps are located and further controlled, so that a traversal mode is defined according to the energy-saving lamps and the corresponding usage scenarios, which is compatible with the overall consideration of the energy-saving lamps and the corresponding usage scenarios, realizes multi-dimensional control of the energy-saving lamps and the corresponding usage scenarios, and ensures the accuracy of the traversal mode.

[0025] Therefore, the traversal of the energy-saving lighting lamp is triggered along the traversal pattern; the working space of the energy-saving lighting lamp is defined according to the traversal of the energy-saving lighting lamp, and the working space of the energy-saving lighting lamp is introduced. The working space of the energy-saving lighting lamp is further controlled, so that multiple working parameters of the energy-saving lighting lamp in different working dimensions are collected according to the detection of the working space. At this time, the multiple working parameters are in different dimensional modules of the working space, so as to facilitate overall control of the multiple working parameters in different dimensions.

[0026] refer to Figure 3, in step S12, a plurality of working parameter combinations are formed according to the plurality of working parameters and the illumination range of the energy-saving lighting lamp; In the specific implementation process of the present invention, the specific steps may be: S121: freeze multiple working parameters; S122: Collect multiple illumination parameters of the energy-saving lighting lamp, and define the illumination range of the energy-saving lighting lamp according to the multiple illumination parameters and the working power of the energy-saving lighting lamp; S123: Associating a plurality of working parameters with the illumination range of the energy-saving lighting lamp; S124: constructing multiple combination dimensions based on multiple working parameters and the illumination range of the energy-saving lighting lamp; S125: Associating the multiple working parameters and the multiple combination dimensions, and forming multiple working parameter combinations according to the multiple working parameters and the multiple combination dimensions.

[0027] In an embodiment of the present application, multiple working parameters are frozen and introduced to achieve overall control of the multiple working parameters. At the same time, multiple lighting parameters of the energy-saving lighting lamp are collected, and the lighting range of the energy-saving lighting lamp is defined according to the multiple lighting parameters and the working power of the energy-saving lighting lamp. Multiple lighting parameters and the working power of the energy-saving lighting lamp are introduced to achieve multi-dimensional control of the multiple lighting parameters and the working power of the energy-saving lighting lamp, thereby ensuring the accuracy of the lighting range of the energy-saving lighting lamp.

[0028] Therefore, multiple working parameters and the lighting range of energy-saving lamps are associated, multiple working parameters and the lighting range of energy-saving lamps are introduced, and the multiple working parameters and the lighting range of energy-saving lamps are further processed to construct multiple combination dimensions based on the multiple working parameters and the lighting range of energy-saving lamps; multiple working parameters and multiple combination dimensions are associated, and multiple working parameter combinations are formed according to the multiple working parameters and multiple combination dimensions, multiple working parameter combinations are introduced, and the overall consideration of multiple working parameters and multiple combination dimensions is compatible, thereby ensuring the accuracy of multiple working parameter combinations.

[0029] refer to Figure 4 , in step S13, defining the state of the energy-saving lighting lamp according to a combination of multiple working parameters and a state recognition model; In the specific implementation process of the present invention, the specific steps may be: S131: freeze multiple working parameter combinations; S132: Acquire a state recognition model, where the state recognition model matches the corresponding energy-saving lighting lamp model and the scene where the energy-saving lighting lamp is used; S133: Associating multiple working parameter combinations and a state recognition model; S134: defining a plurality of state parameters based on a plurality of working parameter combinations and a state recognition model; S135: defining the state of the energy-saving lighting lamp according to a plurality of state parameters, the working power of the energy-saving lighting lamp, and a scene in which the energy-saving lighting lamp is defined.

[0030] In an embodiment of the present application, multiple working parameter combinations are frozen; at the same time, a state recognition model is collected, which matches the corresponding energy-saving lighting model and the scene in which the energy-saving lighting is used, and a state recognition model is introduced, which is trained based on previous matching data.

[0031] Therefore, multiple working parameter combinations and state recognition models are associated; multiple state parameters are defined based on the multiple working parameter combinations and state recognition models, which is compatible with the overall consideration of multiple working parameter combinations and state recognition models, realizes multi-dimensional control of multiple working parameter combinations and state recognition models, and ensures multiple state parameters.

[0032] Furthermore, the state of the energy-saving lighting lamp is defined according to multiple state parameters, the working power of the energy-saving lighting lamp and the scenarios in which the energy-saving lighting lamp is displayed. Multiple state parameters, the working power of the energy-saving lighting lamp and the scenarios in which the energy-saving lighting lamp is displayed are introduced, and multiple interactions of multiple state parameters, the working power of the energy-saving lighting lamp and the scenarios in which the energy-saving lighting lamp is displayed are realized, thereby ensuring multi-dimensional control of the state of the energy-saving lighting lamp and improving the accuracy of the state of the energy-saving lighting lamp.

[0033] refer to Figure 5 , S14: if the state of the energy-saving lighting lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change amount of the energy-saving lighting lamp; In the specific implementation process of the present invention, the specific steps may be: S141: freeze the state of energy-saving lighting lamps; S142: If the state of the energy-saving lighting lamp is the continuous working state, collecting the continuous working time of the energy-saving lighting lamp; S143: collecting a plurality of first operating parameters of the energy-saving lighting lamp in a continuous working state, and defining a parameter change amount of the energy-saving lighting lamp according to a comparison of the plurality of first operating parameters; S144: Correlate the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp, and the parameter change amount of the energy-saving lighting lamp; S145: defining a corresponding detection method according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp.

[0034] In an embodiment of the present application, energy-saving lamps are traversed, and multiple working parameters of the energy-saving lamps in different working dimensions are collected; multiple working parameter combinations are formed according to the multiple working parameters and the illumination range of the energy-saving lamps; the state of the energy-saving lamp is defined according to the multiple working parameter combinations and the state recognition model; if the state of the energy-saving lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lamp, the model of the energy-saving lamp and the parameter change of the energy-saving lamp, which is compatible with the overall consideration of the continuous working time of the energy-saving lamp, the model of the energy-saving lamp and the parameter change of the energy-saving lamp, realizes multi-dimensional control of the continuous working time of the energy-saving lamp, the model of the energy-saving lamp and the parameter change of the energy-saving lamp, ensures the accuracy of the detection method, and thus ensures the effect of autonomous detection of the energy-saving lamp.

[0035] At this time, the state of the energy-saving lighting lamp is frozen, and the state of the energy-saving lighting lamp is further screened. At the same time, if the state of the energy-saving lighting lamp is a continuous working state, the continuous working time of the energy-saving lighting lamp is collected and the continuous working time of the energy-saving lighting lamp is introduced to further control the continuous working time of the energy-saving lighting lamp.

[0036] Therefore, multiple first working parameters of the energy-saving lighting lamp in the continuous working state are collected, and the parameter change of the energy-saving lighting lamp is defined according to the comparison of the multiple first working parameters; the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp are associated; the corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, and the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp are introduced, and the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp are considered as a whole, so as to realize the multi-dimensional control of the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, and ensure the accuracy of the detection method.

[0037] refer to Figure 6 S15: triggering autonomous detection of the energy-saving lighting lamp based on the detection method and the application environment of the energy-saving lighting lamp, collecting multiple abnormal parameters based on the autonomous detection of the energy-saving lighting lamp; defining abnormal events according to the multiple abnormal parameters, the corresponding workspace and the energy-saving lighting lamp; In the specific implementation process of the present invention, the specific steps may be: S151: freeze the detection mode; S152: defining a corresponding application environment based on the detection of the energy-saving lighting lamp; S153: Associating the detection method with the application environment of the energy-saving lighting lamp, and triggering autonomous detection of the energy-saving lighting lamp according to the detection method and the application environment of the energy-saving lighting lamp; S154: collecting a plurality of abnormal parameters based on autonomous detection of the energy-saving lighting lamp; S155: Associating multiple abnormal parameters, corresponding workspaces, and energy-saving lighting lamps; S156: Define an abnormal event according to the plurality of abnormal parameters, the corresponding workspace, and the energy-saving lighting lamp.

[0038] In an embodiment of the present application, the detection method is fixed and controlled, and at the same time, a corresponding application environment is defined based on the detection of energy-saving lighting lamps; the detection method and the application environment of energy-saving lighting lamps are associated, and autonomous detection of energy-saving lighting lamps is triggered according to the detection method and the application environment of energy-saving lighting lamps, thereby realizing autonomous detection of energy-saving lighting lamps, so as to be compatible with the detection method and the application environment of energy-saving lighting lamps.

[0039] Therefore, multiple abnormal parameters are collected based on the autonomous detection of energy-saving lighting lamps; multiple abnormal parameters, corresponding workspaces and energy-saving lighting lamps are associated; abnormal events are defined according to multiple abnormal parameters, corresponding workspaces and energy-saving lighting lamps, and the overall consideration of multiple abnormal parameters, corresponding workspaces and energy-saving lighting lamps is compatible, thereby realizing multi-dimensional control of multiple abnormal parameters, corresponding workspaces and energy-saving lighting lamps, and ensuring the identification progress of abnormal events.

[0040] refer to Figure 7 S16: defining a corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, triggering the online optimization of the energy-saving lighting lamp according to the optimization logic, and triggering the dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means; In the specific implementation process of the present invention, the specific steps may be: S161: freeze the abnormal event; S162: Associating the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp; S163: defining a corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp; S164: triggering online optimization of the energy-saving lighting lamp according to the optimization logic; S165: Based on the online optimization of the energy-saving lighting lamp, the corresponding optimization means trigger the dynamic adjustment of the state of the energy-saving lighting lamp.

[0041] In the specific implementation process of the present invention, based on the detection method and the application environment of the energy-saving lighting lamp, the autonomous detection of the energy-saving lighting lamp is triggered, and multiple abnormal parameters are collected based on the autonomous detection of the energy-saving lighting lamp; an abnormal event is defined according to the multiple abnormal parameters, the corresponding working space and the energy-saving lighting lamp; a corresponding optimization logic is defined according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp and the lighting state of the energy-saving lighting lamp, and the online optimization of the energy-saving lighting lamp is triggered according to the optimization logic. Based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means, the dynamic adjustment of the state of the energy-saving lighting lamp is triggered, so as to ensure the autonomous optimization of the energy-saving lighting lamp and the dynamic adjustment of the state, and ensure the synchronous processing of the lighting work of the energy-saving lighting lamp and the optimization of the abnormal time.

[0042] At this time, freeze the abnormal event; associate the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, introduce the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, and further control the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp.

[0043] Furthermore, the corresponding optimization logic is defined according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, which is compatible with the overall consideration of the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, thereby realizing multi-dimensional control of the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, and ensuring the accuracy of the optimization logic.

[0044] Therefore, according to the optimization logic, the online optimization of the energy-saving lighting lamp is triggered; based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means, the dynamic adjustment of the state of the energy-saving lighting lamp is triggered, and the online optimization of the energy-saving lighting lamp and the corresponding optimization means are introduced, and the online optimization of the energy-saving lighting lamp and the multiple interactions of the corresponding optimization means are realized, thereby triggering the dynamic adjustment of the state of the energy-saving lighting lamp, so as to facilitate the management and control of the state of the energy-saving lighting lamp.

[0045] At the same time, corresponding optimization logic is defined according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp. The online optimization of the energy-saving lighting lamp is triggered according to the optimization logic. Based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means, the dynamic adjustment of the state of the energy-saving lighting lamp is triggered, so as to ensure the autonomous optimization of the energy-saving lighting lamp and the dynamic adjustment of the state, and ensure the synchronous processing of the lighting operation of the energy-saving lighting lamp and the optimization of the abnormal time.

[0046] In an embodiment of the present invention, through the method in the embodiment of the present invention, energy-saving lighting lamps are traversed, and multiple working parameters of the energy-saving lighting lamps in different working dimensions are collected; multiple working parameter combinations are formed according to the multiple working parameters and the illumination range of the energy-saving lighting lamp; the state of the energy-saving lighting lamp is defined according to the multiple working parameter combinations and the state recognition model; if the state of the energy-saving lighting lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, which is compatible with the overall consideration of the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, realizes multi-dimensional control of the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, ensures the accuracy of the detection method, and thus ensures the effect of autonomous detection of the energy-saving lighting lamp.

[0047] Furthermore, based on the detection method and the application environment of the energy-saving lighting lamp, the energy-saving lighting lamp triggers autonomous detection, and multiple abnormal parameters are collected based on the autonomous detection of the energy-saving lighting lamp; an abnormal event is defined according to the multiple abnormal parameters, the corresponding working space and the energy-saving lighting lamp; a corresponding optimization logic is defined according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp and the lighting state of the energy-saving lighting lamp, and the online optimization of the energy-saving lighting lamp is triggered according to the optimization logic; based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means, the dynamic adjustment of the state of the energy-saving lighting lamp is triggered, so as to ensure the autonomous optimization of the energy-saving lighting lamp and the dynamic adjustment of the state, and ensure the synchronous processing of the lighting work of the energy-saving lighting lamp and the optimization of the abnormal time.

[0048] See also Figure 8 , Figure 8 It is a schematic diagram of the structure of the autonomous detection system of the energy-saving lighting lamp in the embodiment of the present invention.

[0049] like Figure 8 As shown, an autonomous detection system for an energy-saving lighting lamp, the autonomous detection system for the energy-saving lighting lamp comprises: A collection module 21, used for traversing the energy-saving lighting lamps and collecting a plurality of working parameters of the energy-saving lighting lamps in different working dimensions; A parameter combination module 22, used to form a plurality of working parameter combinations according to a plurality of working parameters and the illumination range of the energy-saving lighting lamp; A state module 23, used to define the state of the energy-saving lighting lamp according to a combination of multiple working parameters and a state recognition model; A detection mode module 24 is used to define a corresponding detection mode according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change amount of the energy-saving lighting lamp if the state of the energy-saving lighting lamp is a continuous working state; The abnormal module 25 is used to trigger the autonomous detection of the energy-saving lighting lamp based on the detection method and the application environment of the energy-saving lighting lamp, collect multiple abnormal parameters based on the autonomous detection of the energy-saving lighting lamp; define abnormal events according to the multiple abnormal parameters, the corresponding workspace and the energy-saving lighting lamp; The dynamic adjustment module 26 is used to define corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp and the lighting state of the energy-saving lighting lamp, trigger the online optimization of the energy-saving lighting lamp according to the optimization logic, and trigger the dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means.

[0050] See also Fig. 9 , refer to the following Fig. 9 The electronic device 40 according to this embodiment of the present invention will be described. Fig. 9 The electronic device 40 shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present invention.

[0051] like Fig. 9 As shown, the electronic device 40 is in the form of a general computing device. The components of the electronic device 40 may include but are not limited to: at least one processing unit 41, at least one storage unit 42, and a bus 43 connecting different system components (including the storage unit 42 and the processing unit 41).

[0052] The storage unit stores program codes, which can be executed by the processing unit 41, so that the processing unit 41 executes the steps according to various exemplary embodiments of the present invention described in the above “Embodiment Method” section of this specification.

[0053] The storage unit 42 may include a readable medium in the form of a volatile storage unit, such as a random access memory unit (RAM) 421 and / or a cache memory unit 422 , and may further include a read-only memory unit (ROM) 423 .

[0054] The storage unit 42 may also include a program / utility 424 having a set (at least one) of program modules 425, such program modules 425 including but not limited to: an operating system, one or more application programs, other program modules, and program data, each of which or some combination may include an implementation of a network environment.

[0055] Bus 43 may represent one or more of several types of bus structures, including a memory unit bus or memory unit controller, a peripheral bus, an accelerated graphics port, a processing unit, or a local bus using any of a variety of bus architectures.

[0056] The electronic device 40 may also communicate with one or more external devices (e.g., keyboards, pointing devices, Bluetooth devices, etc.), one or more devices that enable a user to interact with the electronic device 40, and / or any device that enables the electronic device 40 to communicate with one or more other computing devices (e.g., routers, modems, etc.). Such communication may be performed via an input / output (I / O) interface 44. Furthermore, the electronic device 40 may also communicate with one or more networks (e.g., a local area network (LAN), a wide area network (WAN), and / or a public network, such as the Internet) via a network adapter 45. Fig. 9 As shown, the network adapter 45 communicates with other modules of the electronic device 40 via the bus 43. It should be understood that although Fig. 9 Not shown, other hardware and / or software modules may be used in conjunction with the electronic device 40, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup planning systems.

[0057] Through the description of the above implementation, it is easy for those skilled in the art to understand that the example implementation described here can be implemented by software, or by software combined with necessary hardware. Therefore, the technical solution according to the implementation of the present disclosure can be embodied in the form of a software product, which can be stored in a non-volatile storage medium (which can be a CD-ROM, a USB flash drive, a mobile hard disk, etc.) or on a network, and includes a number of instructions to enable a computing device (which can be a personal computer, a server, a terminal device, or a network device, etc.) to execute the method according to the implementation of the present disclosure.

[0058] Those skilled in the art can understand that all or part of the steps in the various methods of the above embodiments can be completed by instructing related hardware through a program, and the program can be stored in a computer-readable storage medium, and the storage medium can include: a read-only memory (ROM), a random access memory (RAM), a disk or an optical disk, etc. In addition, it stores computer program instructions, and when the computer program instructions are executed by a computer, the computer executes the above method.

[0059] In addition, the above is a detailed introduction to the autonomous detection method and system of the energy-saving lighting lamp provided in the embodiment of the present invention. Specific examples are used in this article to illustrate the principles and implementation methods of the present invention. The description of the above embodiments is only used to help understand the method of the present invention and its core idea; at the same time, for general technical personnel in this field, according to the idea of ​​the present invention, there will be changes in the specific implementation method and application scope. In summary, the content of this specification should not be understood as a limitation on the present invention.

Claims

1. An autonomous detection method for energy-saving lighting lamps, characterized in that: Applied to autonomous detection scenarios of energy-saving lighting; The autonomous detection method of the energy-saving lighting lamp comprises: Traverse the energy-saving lighting lamps and collect multiple working parameters of the energy-saving lighting lamps in different working dimensions; forming a plurality of working parameter combinations according to a plurality of working parameters and the illumination range of the energy-saving lighting lamp; Defining the state of the energy-saving lighting lamp according to a combination of multiple working parameters and a state recognition model; If the state of the energy-saving lighting lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change amount of the energy-saving lighting lamp; triggering autonomous detection of the energy-saving lighting lamp based on the detection method and the application environment of the energy-saving lighting lamp, collecting multiple abnormal parameters based on the autonomous detection of the energy-saving lighting lamp; defining abnormal events according to the multiple abnormal parameters, the corresponding workspace and the energy-saving lighting lamp; Define corresponding optimization logic based on the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, trigger online optimization of the energy-saving lighting lamp according to the optimization logic, and trigger dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means.

2. The autonomous detection method for energy-saving lighting lamps according to claim 1, characterized in that: The traversing of the energy-saving lighting lamps and collecting a plurality of working parameters of the energy-saving lighting lamps in different working dimensions include: Locate energy-saving lighting; Define traversal patterns based on energy-saving lighting and corresponding usage scenarios; triggering the traversal of the energy-saving lighting lamps along the traversal pattern; Define the working space of energy-saving lighting lamps according to the traversal of energy-saving lighting lamps; According to the detection of the workspace, a plurality of working parameters of the energy-saving lighting lamp in different working dimensions are collected. At this time, the plurality of working parameters are in different dimensional modules of the workspace.

3. The autonomous detection method for energy-saving lighting lamps according to claim 1, characterized in that: The forming of a plurality of operating parameter combinations according to the plurality of operating parameters and the illumination range of the energy-saving lighting lamp includes: Freeze multiple working parameters; Collecting multiple illumination parameters of the energy-saving lighting lamp, and defining the illumination range of the energy-saving lighting lamp according to the multiple illumination parameters and the working power of the energy-saving lighting lamp; Correlate multiple operating parameters and the illumination range of energy-saving lighting lamps; Construct multiple combination dimensions based on multiple working parameters and the illumination range of energy-saving lighting lamps; A plurality of working parameters and a plurality of combination dimensions are associated, and a plurality of working parameter combinations are formed according to the plurality of working parameters and the plurality of combination dimensions.

4. The autonomous detection method for energy-saving lighting lamps according to claim 3, characterized in that: Defining the state of the energy-saving lighting lamp according to a combination of multiple working parameters and a state recognition model includes: Freeze multiple working parameter combinations; A state recognition model is acquired, and the state recognition model matches the corresponding energy-saving lighting model and the scene in which the energy-saving lighting is used; Associating multiple operating parameter combinations and state recognition models; Defining multiple state parameters based on multiple working parameter combinations and a state identification model; The state of the energy-saving lighting lamp is defined according to a plurality of state parameters, the working power of the energy-saving lighting lamp and the scene in which the energy-saving lighting lamp is defined.

5. The autonomous detection method for energy-saving lighting lamps according to claim 4, characterized in that: If the state of the energy-saving lighting lamp is a continuous working state, a corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp, including: Freeze the status of energy-saving lighting lamps; If the state of the energy-saving lighting lamp is a continuous working state, the continuous working time of the energy-saving lighting lamp is collected; Collecting a plurality of first operating parameters of the energy-saving lighting lamp in a continuous working state, and defining a parameter change amount of the energy-saving lighting lamp according to a comparison of the plurality of first operating parameters; Correlate the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change of the energy-saving lighting lamp; The corresponding detection method is defined according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change amount of the energy-saving lighting lamp.

6. The autonomous detection method for energy-saving lighting lamps according to claim 5, characterized in that: The self-detection of the energy-saving lighting lamp is triggered based on the detection method and the application environment of the energy-saving lighting lamp, and a plurality of abnormal parameters are collected based on the self-detection of the energy-saving lighting lamp; Define abnormal events based on multiple abnormal parameters, corresponding workspaces, and energy-saving lighting, including: Freeze the detection method; Define the corresponding application environment based on the detection of energy-saving lighting lamps; The detection method and the application environment of the energy-saving lighting lamp are associated, and autonomous detection of the energy-saving lighting lamp is triggered according to the detection method and the application environment of the energy-saving lighting lamp.

7. The autonomous detection method for energy-saving lighting lamps according to claim 6, characterized in that: The self-detection of the energy-saving lighting lamp is triggered based on the detection method and the application environment of the energy-saving lighting lamp, and a plurality of abnormal parameters are collected based on the self-detection of the energy-saving lighting lamp; Define abnormal events based on multiple abnormal parameters, corresponding workspaces, and energy-saving lighting, including: Collect multiple abnormal parameters based on autonomous detection of energy-saving lighting lamps; Correlate multiple abnormal parameters, corresponding workspaces, and energy-saving lighting; Define abnormal events based on multiple abnormal parameters, corresponding workspaces, and energy-saving lighting.

8. The autonomous detection method for energy-saving lighting lamps according to claim 7, characterized in that: The method of defining a corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, triggering the online optimization of the energy-saving lighting lamp according to the optimization logic, and triggering the dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means, includes: Freeze the abnormal event; Associating the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp; The corresponding optimization logic is defined according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp.

9. The autonomous detection method for energy-saving lighting lamps according to claim 8, characterized in that: The method further comprises: defining a corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp, and the lighting state of the energy-saving lighting lamp, triggering the online optimization of the energy-saving lighting lamp according to the optimization logic, and triggering the dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means. triggering online optimization of energy-saving lighting lamps according to the optimization logic; Based on the online optimization of energy-saving lighting lamps, corresponding optimization means trigger the dynamic adjustment of the state of the energy-saving lighting lamps.

10. An autonomous detection system for energy-saving lighting lamps, characterized in that: The autonomous detection system of the energy-saving lighting lamp is applied to the autonomous detection method of the energy-saving lighting lamp as claimed in any one of claims 1 to 9, and the autonomous detection system of the energy-saving lighting lamp comprises: A collection module, used for traversing energy-saving lighting lamps and collecting multiple working parameters of the energy-saving lighting lamps in different working dimensions; A parameter combination module, used to form a plurality of working parameter combinations according to a plurality of working parameters and the illumination range of the energy-saving lighting lamp; A state module, used for defining the state of the energy-saving lighting lamp according to a combination of multiple working parameters and a state recognition model; A detection mode module, for defining a corresponding detection mode according to the continuous working time of the energy-saving lighting lamp, the model of the energy-saving lighting lamp and the parameter change amount of the energy-saving lighting lamp if the state of the energy-saving lighting lamp is a continuous working state; An abnormality module, used to trigger the autonomous detection of the energy-saving lighting lamp based on the detection method and the application environment of the energy-saving lighting lamp, collect multiple abnormal parameters based on the autonomous detection of the energy-saving lighting lamp; define abnormal events according to the multiple abnormal parameters, the corresponding workspace and the energy-saving lighting lamp; The dynamic adjustment module is used to define corresponding optimization logic according to the abnormal event, the usage space corresponding to the energy-saving lighting lamp and the lighting state of the energy-saving lighting lamp, trigger the online optimization of the energy-saving lighting lamp according to the optimization logic, and trigger the dynamic adjustment of the state of the energy-saving lighting lamp based on the online optimization of the energy-saving lighting lamp and the corresponding optimization means.

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