Water-energy-carbon based footprint processing method and apparatus, electronic device, and medium

Abstract

Embodiments of the present application provide a water-energy-carbon footprint processing method and device, electronic equipment and medium, by obtaining the original consumption of the three-dimensional footprint of water-energy-carbon of each production link in the production chain, determining the direct footprint, indirect footprint and implicit footprint of each dimension for each link, then correcting the original consumption of each dimension to obtain the target consumption, comparing the target consumption of each dimension of each link with the corresponding preset threshold to determine whether the optimization condition is met, and performing production optimization processing on the production link that meets the optimization condition, by decomposing the original consumption of a single dimension into three levels of direct, indirect and implicit footprint, the modified target consumption fully and truly reflects the environmental load of each link, and through threshold comparison, the link that needs to be optimized is improved, thereby effectively reducing the overall water consumption, energy consumption and carbon emissions of the production chain.

Description

Technical Field

[0001] This invention relates to the field of industrial production environmental management technology, and in particular to a water-energy-carbon footprint treatment method, apparatus, electronic device, and readable storage medium. Background Technology

[0002] Against the backdrop of global efforts to address resource scarcity and climate change, water consumption, energy consumption, and carbon emissions have become the three most pressing environmental performance indicators in industrial production. Currently, in industrial production management, water consumption, energy consumption, and carbon emissions are typically managed and accounted for as independent areas, each employing different data collection standards, evaluation indicators, and optimization processes. This makes it difficult for managers to make a holistic assessment of the overall performance of each stage of the production chain, and to systematically and objectively identify which stages have problems and which require priority improvement. Often, they can only rely on independent observation or experience-based judgment of raw data from various dimensions, affecting the comprehensiveness of the assessment and the accuracy of resource utilization optimization decisions. Summary of the Invention

[0003] In view of the above problems, embodiments of the present invention are proposed to provide a water-energy-carbon footprint processing method, apparatus, electronic device and readable storage medium that overcomes or at least partially solves the above problems.

[0004] In a first aspect, embodiments of the present invention provide a water-energy-carbon footprint treatment method, the method comprising: Obtain the raw consumption of the three-dimensional water-energy-carbon footprint of each production link in the production chain; For each of the aforementioned production stages, based on the original consumption of the water-energy-carbon three-dimensional footprint, the direct footprint, indirect footprint, and implicit footprint of the water-energy-carbon three-dimensional footprint are determined respectively. For each dimension of the water-energy-carbon three-dimensional footprint, the corrected target consumption is determined based on the corresponding direct footprint, indirect footprint, and implicit footprint. For each production stage, the target consumption of each dimension of the water-energy-carbon three-dimensional footprint is compared with the corresponding preset consumption threshold, and the production stage is determined to meet the optimization conditions based on the comparison results. The production process that meets the optimization conditions is then subjected to production optimization processing.

[0005] Optionally, for each of the production stages, based on the original consumption of the water-energy-carbon three-dimensional footprint, the direct footprint, indirect footprint, and implicit footprint of the water-energy-carbon three-dimensional footprint are determined, including: For each dimension of the water-energy-carbon three-dimensional footprint, the original consumption is determined as the direct footprint; and based on the direct footprints of the other two dimensions in the current production process, the indirect footprint of each dimension of the current production process is determined; and based on the direct footprints of the other two dimensions in the upstream production process preceding the current production process, the implicit footprint of each dimension of the current production process is determined.

[0006] Optionally, determining the indirect footprint of each dimension of the current production process based on the direct footprints of the other two dimensions includes: Analyze the interrelationships among the water-energy-carbon three-dimensional footprints in the current production process; For each dimension of the water-energy-carbon three-dimensional footprint, based on the mutual influence relationship between the water-energy-carbon three-dimensional footprints and the direct footprints of the other two dimensions in the current production process, the indirect footprint of each dimension of the current production process is determined.

[0007] Optionally, determining the implicit footprint of each dimension of the footprint in the current production stage based on the direct footprints of the other two dimensions in the upstream production stages preceding the current production stage includes: Analyze the mutual influence between the upstream production process and the current production process in terms of the three-dimensional water-energy-carbon footprint; For each dimension of the water-energy-carbon three-dimensional footprint, the implicit footprint of each dimension in the current production stage is determined based on the mutual influence between the upstream production stage and the current production stage, and the direct footprints of the other two dimensions in the upstream production stage before the current production stage.

[0008] Optionally, the method further includes: Clustering algorithms are used to analyze the corrected target consumption of the three-dimensional water-energy-carbon footprint in each production stage, and the stages with similar consumption characteristics are clustered into one class to determine the footprint clustering pattern of each production stage.

[0009] Optionally, the method further includes: The corrected target consumption corresponding to each production stage is mapped to a three-dimensional space to obtain the coordinate points corresponding to each production stage; wherein the coordinate axes of the three-dimensional space coordinate system correspond to the water-energy-carbon three-dimensional footprint respectively. Generate a visualization model of the three-dimensional space.

[0010] Optionally, the method further includes: Obtain the geographic coordinate data stream of each production link in the production chain, where each location point in the geographic coordinate data stream has a corresponding energy consumption. Based on the geographic coordinate data stream of each production stage, multiple detection areas are determined; The energy consumption of the multiple detection areas is determined based on the energy consumption of the location points within those multiple detection areas. Based on the energy consumption of the multiple detection areas, high-consumption areas are identified.

[0011] Optionally, the optimization condition is that the target consumption of a certain dimension of the footprint exceeds the corresponding preset consumption threshold.

[0012] Optionally, the production optimization process for the production steps that meet the optimization conditions includes: For the production process that meets the optimization conditions, determine the difference between the target consumption amount and the corresponding preset consumption threshold in the water-energy-carbon three-dimensional footprint; The production plan for the production process is adjusted based on the difference between the target consumption amount and the corresponding preset consumption threshold in the water-energy-carbon three-dimensional footprint.

[0013] Optionally, the optimization scheme includes at least one of the following: adjusting process parameters in the production process, changing raw material suppliers, optimizing transportation routes, or adjusting the production schedule.

[0014] Secondly, embodiments of the present invention provide a water-energy-carbon footprint treatment device, the device comprising: The raw consumption acquisition module is used to acquire the raw consumption of the three-dimensional water-energy-carbon footprint of each production link in the production chain. The footprint determination module is used to determine the direct footprint, indirect footprint, and implicit footprint of the water-energy-carbon three-dimensional footprint for each production stage, based on the original consumption of the water-energy-carbon three-dimensional footprint. The consumption correction module is used to determine the corrected target consumption for each dimension of the water-energy-carbon three-dimensional footprint, based on the corresponding direct footprint, indirect footprint, and implicit footprint. The optimization process determination module is used to compare the target consumption of each dimension of the water-energy-carbon three-dimensional footprint with the corresponding preset consumption threshold for each production process, and determine whether the production process meets the optimization conditions based on the comparison results. The production optimization module is used to perform production optimization processing on the production process that meets the optimization conditions.

[0015] Optionally, the footprint determination module includes: The three-dimensional footprint determination submodule is used to determine the original consumption as the direct footprint for each dimension of the water-energy-carbon three-dimensional footprint; and to determine the indirect footprint of each dimension of the current production process based on the direct footprints of the other two dimensions in the current production process; and to determine the implicit footprint of each dimension of the current production process based on the direct footprints of the other two dimensions in the upstream production process preceding the current production process.

[0016] Optionally, the three-dimensional footprint determination submodule includes: The footprint impact analysis unit is used to analyze the mutual influence relationships among the three-dimensional footprints of water, energy, and carbon in the current production process. The indirect footprint determination unit is used to determine the indirect footprint of each dimension of the water-energy-carbon three-dimensional footprint based on the mutual influence relationship between the water-energy-carbon three-dimensional footprints and the direct footprints of the other two dimensions in the current production process.

[0017] Optionally, the three-dimensional footprint determination submodule further includes: The upstream footprint impact analysis unit is used to analyze the mutual influence between the upstream production process and the current production process in terms of the water-energy-carbon three-dimensional footprint. The implicit footprint determination unit is used to determine the implicit footprint of each dimension of the water-energy-carbon three-dimensional footprint in the current production process based on the mutual influence relationship between the upstream production process and the water-energy-carbon three-dimensional footprint in the current production process, and the direct footprints of the other two dimensions in the upstream production process before the current production process.

[0018] Optionally, the device further includes: The clustering analysis module is used to analyze the corrected target consumption of the three-dimensional water-energy-carbon footprint in each production link using a clustering algorithm, and to cluster links with similar consumption characteristics into one class to determine the footprint clustering pattern of each production link.

[0019] Optionally, the device further includes: The target consumption mapping module is used to map the corrected target consumption corresponding to each production stage to a three-dimensional space to obtain the coordinate points corresponding to each production stage; wherein the coordinate axes of the three-dimensional space coordinate system correspond to the water-energy-carbon three-dimensional footprint respectively. The visualization module is used to generate a visualization model of the three-dimensional space.

[0020] Optionally, the device further includes: The geographic coordinate data stream acquisition module is used to acquire the geographic coordinate data stream of each production link in the production chain. Each location point in the geographic coordinate data stream has a corresponding energy consumption. The detection area determination module is used to determine multiple detection areas based on the geographic coordinate data stream of each production stage; An energy consumption determination module is used to determine the energy consumption of the multiple detection areas based on the energy consumption of the location points in the multiple detection areas. The high-consumption area determination module is used to determine high-consumption areas based on the energy consumption of the multiple detection areas.

[0021] Optionally, the optimization condition is that the target consumption of a certain dimension of the footprint exceeds the corresponding preset consumption threshold.

[0022] Optionally, the production optimization module includes: The consumption difference determination submodule is used to determine the difference between the target consumption and the corresponding preset consumption threshold in the water-energy-carbon three-dimensional footprint for the production process that meets the optimization conditions. The production plan adjustment submodule is used to adjust the production plan of the production process based on the difference between the target consumption in the water-energy-carbon three-dimensional footprint and the corresponding preset consumption threshold.

[0023] Optionally, the optimization scheme includes at least one of the following: adjusting process parameters in the production process, changing raw material suppliers, optimizing transportation routes, or adjusting the production schedule.

[0024] Thirdly, embodiments of the present invention provide an electronic device including a processor, a memory, and a program or instructions stored in the memory and executable on the processor, wherein the program or instructions, when executed by the processor, implement the steps of the water-energy-carbon footprint treatment method as described in the first aspect.

[0025] Fourthly, embodiments of the present invention provide a readable storage medium on which a program or instructions are stored, which, when executed by a processor, implement the steps of the water-energy-carbon footprint processing method as described in the first aspect.

[0026] The embodiments of this invention have the following advantages: by obtaining the original consumption of the three-dimensional water-energy-carbon footprint of each production link in the production chain, the direct footprint, indirect footprint, and implicit footprint of each dimension are determined for each link, and the original consumption of each dimension is corrected to obtain the target consumption. The target consumption of each dimension of each link is compared with the corresponding preset threshold to determine whether the optimization conditions are met. Production optimization processing is carried out on the production links that meet the optimization conditions. By decomposing the original consumption of a single dimension into three levels of direct, indirect, and implicit footprints, the corrected target consumption comprehensively and realistically reflects the environmental load of each link. Targeted improvements are made to the links that need optimization through threshold comparison, thereby effectively reducing the overall water consumption, energy consumption, and carbon emissions of the production chain. Attached Figure Description

[0027] To more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings used in the description of the embodiments of the present invention will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0028] Figure 1 This is a flowchart of the steps of a water-energy-carbon footprint treatment method provided in an embodiment of the present invention; Figure 2 This is a flowchart of another water-energy-carbon footprint treatment method provided in an embodiment of the present invention; Figure 3 This is a structural block diagram of a water-energy-carbon footprint treatment device provided in an embodiment of the present invention. Detailed Implementation

[0029] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some, not all, of the embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0030] The terms "first," "second," etc., used in the specification and claims of this invention are used to distinguish similar objects and are not used to describe a specific order or sequence. It should be understood that such data can be interchanged where appropriate so that embodiments of the invention can be implemented in orders other than those illustrated or described herein. Furthermore, in the specification and claims, "and / or" indicates at least one of the connected objects, and the character " / " generally indicates that the preceding and following objects are in an "or" relationship.

[0031] With the increasing severity of global resource scarcity and climate change, water resources, energy consumption, and carbon emissions—the "water-energy-carbon" triad—have become core concerns for sustainable development in industrial production. There is a close coupling between water, energy, and carbon footprint: the extraction, transportation, and treatment of water resources require energy consumption; energy production processes often consume large amounts of water resources; and carbon emissions are closely related to both water and energy use. Therefore, single-dimensional footprint assessment methods (such as water footprint or carbon footprint) cannot fully reflect the true state of resource consumption and environmental impact in the production chain.

[0032] Figure 1 This is a flowchart of a water-energy-carbon footprint treatment method provided in an embodiment of the present invention.

[0033] like Figure 1 As shown, the method may specifically include the following steps: Step 101: Obtain the raw consumption of the three-dimensional water-energy-carbon footprint of each production link in the production chain; In this embodiment of the invention, it is first necessary to collect raw consumption data in three dimensions—water resources, energy, and carbon emissions—for each independent production link in the complete production chain.

[0034] The raw consumption figures referred to here are initial values ​​that are directly measured or obtained from production records without any corrections or allocations. These include, for example, the actual amount of water, electricity, or fuel consumed at a particular stage, and the carbon dioxide emissions calculated directly from these figures. Obtaining the three-dimensional raw water-energy-carbon consumption figures for each stage provides the most fundamental data input for distinguishing between direct, indirect, and implicit footprints, thus comprehensively reflecting the true starting point of resource utilization and environmental impact at each stage of the production chain.

[0035] Step 102: For each production stage, based on the original consumption of the water-energy-carbon three-dimensional footprint, determine the direct footprint, indirect footprint, and implicit footprint of the water-energy-carbon three-dimensional footprint respectively. In this embodiment of the invention, for each production link included in the production chain, it is necessary to obtain the original consumption of water, energy and carbon in three dimensions as a basis, and further decompose each dimension into three different components: direct footprint, indirect footprint and implicit footprint.

[0036] Specifically, for any one of the three dimensions—water, energy, and carbon—the direct footprint refers to the water consumption, energy consumption, or carbon emissions generated by the production process itself due to its direct production activities. This consumption can typically be obtained directly through on-site metering instruments or production ledgers, such as the amount of surface water directly extracted, the amount of electricity or natural gas directly consumed, and the amount of carbon dioxide emissions directly generated from fuel combustion. The direct footprint reflects the direct impact of the production process's own activities and forms the foundation of footprint accounting.

[0037] Indirect footprint refers to the consumption in a specific production stage caused indirectly by the direct consumption of the other two dimensions due to the inherent coupling and dependence between water, energy, and carbon within that stage. For example, the extraction, transportation, and treatment of water consume electricity, forming an indirect footprint in the energy dimension; energy production processes (such as thermal power generation) consume large amounts of cooling water, forming an indirect footprint in the water resource dimension; and both water treatment and energy consumption ultimately lead to additional carbon emissions, thus forming an indirect footprint in the carbon dimension. Therefore, determining the indirect footprint can begin by analyzing the interrelationships and conversion coefficients between water, energy, and carbon within the current stage, and then extrapolating it using direct footprint data from the other two dimensions.

[0038] Implicit footprint refers to the water, energy, and carbon consumption brought into the current production stage through intermediate products, raw materials, or energy carriers from upstream production stages. It's understood that implicit footprint doesn't occur directly within the physical boundaries of the current production stage, but rather is attached to the input materials or energy, transferred from upstream. For example, the steel used in a certain production stage has already consumed water and energy and generated carbon emissions in its upstream smelting stage; these upstream consumptions implicitly enter the water, energy, and carbon footprint of the current stage. Determining implicit footprint involves analyzing the input-output relationship between upstream and current production stages, and combining this with direct footprint data from the other two dimensions of the upstream stages for calculation.

[0039] Step 103: For each dimension of the water-energy-carbon three-dimensional footprint, determine the corrected target consumption based on the corresponding direct footprint, indirect footprint, and implicit footprint; In the method of this invention embodiment, a corrected target consumption can be obtained by comprehensively calculating the direct footprint, indirect footprint, and implicit footprint of each of the three dimensions of water, energy, and carbon.

[0040] Specifically, the direct footprint reflects the consumption directly generated by the production process itself, the indirect footprint reflects the consumption of this dimension caused by consumption in other dimensions within the same process, and the implicit footprint reflects the consumption of this dimension transmitted from upstream processes. The direct, indirect, and implicit footprints, originating from different sources and operating mechanisms, together constitute a complete picture of the consumption of this dimension within the production process.

[0041] In some embodiments, it can be assumed that the direct, indirect, and implicit footprints are independent of each other and together constitute the complete consumption of this dimension in the production process. The direct, indirect, and implicit footprints are directly added together, that is, the corrected target consumption is equal to the sum of the direct, indirect, and implicit footprints, to quickly obtain a comprehensive consumption value that includes the influence of its own activities, the influence of internal dimension coupling, and the influence of upstream transmission.

[0042] In other embodiments, different weighting coefficients can be assigned to the direct footprint, indirect footprint, and implicit footprint based on factors such as the technological characteristics of different production stages, the actual coupling strength among water, energy, and carbon, and the transmission efficiency of the upstream supply chain. For example, for production stages in water-scarce regions, the weights of the indirect and implicit footprints in the water dimension can be appropriately increased to strengthen the focus on indirect water use and virtual water transfer; for energy-intensive stages, the weight of the direct footprint in the energy dimension can be increased to highlight its dominant role in energy consumption. In practical applications, the modification method can be set according to production needs, and this invention does not limit this.

[0043] Step 104: For each production stage, compare the target consumption of each dimension of the water-energy-carbon three-dimensional footprint with the corresponding preset consumption threshold, and determine whether the production stage meets the optimization conditions based on the comparison results. In the method of this invention embodiment, for each production link in the production chain, the corrected target consumption amount obtained for that link in the three dimensions of water, energy, and carbon can be compared one by one with the consumption thresholds set in advance for each dimension. In some examples, the preset consumption thresholds can be determined based on industry standards, the company's historical best performance, national or local energy conservation and emission reduction regulations, or the theoretical minimum consumption value under specific production conditions. Different dimensions can be set with their own independent thresholds.

[0044] The specific comparison method involves numerically determining the target consumption for each dimension against its corresponding threshold. If the target consumption for a certain dimension exceeds its preset threshold, it indicates that this dimension has a relatively high consumption level or environmental burden in the current production process, constituting an object that needs attention and improvement. Based on this, the comparison results are used to determine whether the production process meets the optimization conditions.

[0045] Step 105: Perform production optimization processing on the production process that meets the optimization conditions.

[0046] In the method of this invention embodiment, corresponding production optimization processing can be performed on production processes that are determined to meet optimization conditions, i.e., processes where the corrected target consumption exceeds the corresponding preset consumption threshold in at least one dimension. In practical applications, the specific content of the optimization processing can be flexibly determined based on the dimension of exceeding the standard, the magnitude of exceeding the standard, and the process characteristics of the process.

[0047] This invention obtains the original consumption of water, energy, and carbon in the three-dimensional footprint of each production link in the production chain. For each link, the direct footprint, indirect footprint, and implicit footprint of each dimension are determined. Based on this, the original consumption of each dimension is corrected to obtain the target consumption. The target consumption of each dimension of each link is compared with the corresponding preset threshold to determine whether the optimization conditions are met. Production optimization processing is carried out on the production links that meet the optimization conditions. By decomposing the original consumption of a single dimension into three levels of direct, indirect, and implicit footprints, the corrected target consumption comprehensively and realistically reflects the environmental load of each link. Through threshold comparison, targeted improvements are made to the links that need optimization, thereby effectively reducing the overall water consumption, energy consumption, and carbon emissions of the production chain.

[0048] It should be noted that, for the sake of simplicity, the method embodiments are all described as a series of actions. However, those skilled in the art should understand that the embodiments of the present invention are not limited to the described order of actions, because according to the embodiments of the present invention, some steps can be performed in other orders or simultaneously. Furthermore, those skilled in the art should also understand that the embodiments described in the specification are preferred embodiments, and the actions involved are not necessarily essential to the embodiments of the present invention.

[0049] Figure 2 This is a flowchart illustrating the steps of another water-energy-carbon footprint treatment method provided in an embodiment of the present invention. Figure 2 As shown, the method may specifically include the following steps: Step 201: Obtain the original consumption of the three-dimensional water-energy-carbon footprint of each production link in the production chain; In some embodiments, raw consumption data in three dimensions—water resources, energy, and carbon emissions—can be collected for each independent production stage within the entire production chain. Raw consumption refers to the initial value obtained from direct metering instruments at the production site, production record ledgers, or material balance calculations, without any correction or allocation.

[0050] By systematically acquiring the original three-dimensional consumption of water, energy, and carbon at each stage, we can provide basic data input for further distinguishing direct, indirect, and implicit footprints in subsequent steps, as well as for footprint correction and optimization decisions, ensuring that the entire processing method is based on real and traceable production data.

[0051] Step 202: For each production stage, for each dimension of the water-energy-carbon three-dimensional footprint, the original consumption is determined as the direct footprint; and based on the direct footprints of the other two dimensions in the current production stage, the indirect footprint of each dimension of the current production stage is determined; and based on the direct footprints of the other two dimensions in the upstream production stage preceding the current production stage, the implicit footprint of each dimension of the current production stage is determined.

[0052] In some embodiments, for each dimension in each production stage, the original consumption of that dimension can first be directly used as the direct footprint. Then, based on the direct footprints of the other two dimensions in the same production stage, the indirect footprint of this dimension is calculated. Finally, based on the direct footprints of the other two dimensions in the upstream production stage preceding the current stage, the implicit footprint of this dimension is calculated. This decomposes the footprint of each dimension into three parts: its own direct generation, the result of internal coupling within the current stage, and the result of transmission from upstream stages.

[0053] In some embodiments, step 202 specifically includes the following sub-steps: Sub-step S11: Analyze the mutual influence relationships among the three-dimensional footprints of water, energy, and carbon in the current production process; In some embodiments, the interrelationships among the footprints of water resources, energy, and carbon can be analyzed for the current production process. In one implementation, the interrelationships can be analyzed using preset weights. Specifically, for each pair of dimensions, a weight value is determined by consulting the design manual, industry standards, or the average value of historical operating data for that production process. For example, the analysis might determine that the contribution weight of each unit of water consumed to energy consumption and the contribution weight of each unit of energy consumed to carbon emissions are both fixed values. After assigning corresponding preset weights to all existing inter-dimensional influence paths in the production process, the analysis of the interrelationships is complete.

[0054] In other implementations, dynamic functions can be used to analyze the interactions between water, energy, and carbon. A dynamic function can be established based on the actual operating conditions of the production process, creating a correlation expression that changes with consumption or production load. By collecting measured data under different operating conditions of the production process, regression analysis or curve fitting is performed to obtain the corresponding dynamic function relationship, which serves as a quantitative expression of the interactions.

[0055] Sub-step S12: For each dimension of the water-energy-carbon three-dimensional footprint, based on the mutual influence relationship between the water-energy-carbon three-dimensional footprints and the direct footprints of the other two dimensions in the current production process, determine the indirect footprint of each dimension of the current production process.

[0056] In some embodiments, for each of the three dimensions of water, energy, and carbon, the indirect footprint of that dimension can be calculated based on the water-energy-carbon interaction relationship determined in sub-step S11 and by utilizing the direct footprints of the other two dimensions in the current production process.

[0057] Specifically, for the target dimension whose indirect footprint needs to be calculated, the direct footprints of the other two dimensions in its production process are used as input variables. These are substituted into the previously established quantitative relationship expression, and through appropriate mathematical operations, such as multiplying by weighting coefficients and summing, or substituting into a dynamic function for calculation, the result is the indirect footprint of that target dimension. Calculating in the same way sequentially yields the indirect footprints for the water resource, energy, and carbon dimensions. The purpose of this is to incorporate the coupling effects between water, energy, and carbon into the footprint system in numerical form, enabling the indirect footprint to accurately reflect the additional consumption caused by the direct consumption of other dimensions within this process.

[0058] In some embodiments, step 202 further includes the following sub-steps: Sub-step S21: Analyze the mutual influence between the upstream production process and the current production process in terms of the three-dimensional water-energy-carbon footprint; In some embodiments, the interrelationships between upstream and current production stages in terms of water, energy, and carbon footprints can be analyzed. The focus is on cross-stage transmission relationships, i.e., how direct consumption in each dimension of the upstream stage affects the footprint of the current stage through the transfer of intermediate products, materials, or energy. The specific analysis method can be consistent with the analytical approach used to analyze the interrelationships between the water-energy-carbon three-dimensional footprints in the current production stage. In practical applications, it can also be set independently as needed; this invention does not impose any limitations on this.

[0059] Sub-step S22: For each dimension of the water-energy-carbon three-dimensional footprint, based on the mutual influence relationship between the upstream production link and the current production link and the direct footprints of the other two dimensions in the upstream production link before the current production link, determine the implicit footprint of each dimension of the current production link.

[0060] In some embodiments, for each of the three dimensions of water, energy, and carbon, the implicit footprint of that dimension in the current stage can be calculated based on the cross-stage interaction relationship determined in the preceding steps and by utilizing the direct footprints of the other two dimensions in all upstream production stages preceding the current stage.

[0061] Specifically, for the target dimension where the implicit footprint needs to be calculated, the direct footprints of the other two dimensions in its upstream links are used as inputs and substituted into the quantitative relationship expression established in the previous steps. Through corresponding mathematical operations, the result is the implicit footprint of that target dimension. Calculating in the same way sequentially yields the implicit footprints of the current link in the three dimensions of water, energy, and carbon. This incorporates the cross-linking impact caused by direct consumption in other dimensions in the upstream links into the footprint system in numerical form, enabling the implicit footprint to truly reflect the additional consumption brought from the upstream of the supply chain to the current link.

[0062] Step 203: For each dimension of the water-energy-carbon three-dimensional footprint, determine the corrected target consumption based on the corresponding direct footprint, indirect footprint, and implicit footprint; In some embodiments, a modified target consumption can be calculated by comprehensively considering the direct footprint, indirect footprint, and implicit footprint of each of the three dimensions of water, energy, and carbon.

[0063] The direct footprint reflects the consumption directly generated by the production process itself, the indirect footprint reflects the consumption in this dimension caused by direct consumption in other dimensions within the same process, and the implicit footprint reflects the consumption in this dimension brought into this dimension by direct consumption in other dimensions in upstream processes through material or energy transfer.

[0064] These three footprints are combined and calculated, for example, by adding them together or by assigning different weights according to actual needs before summing. The result is the corrected target consumption. Compared with the raw consumption obtained directly, the corrected target consumption, because it incorporates the coupling effects between dimensions and the transmission effects of the supply chain, can more comprehensively and accurately reflect the actual consumption level of each production link in the three dimensions of water, energy, and carbon. This provides a more reliable quantitative basis for subsequent comparison with preset thresholds and for determining whether optimization is needed.

[0065] Step 204: For each production stage, compare the target consumption of each dimension of the water-energy-carbon three-dimensional footprint with the corresponding preset consumption threshold, and determine whether the production stage meets the optimization condition based on the comparison result; the optimization condition is that the target consumption of a certain dimension of the footprint exceeds the corresponding preset consumption threshold.

[0066] In some embodiments, for each production stage in the production chain, the corrected target consumption in the three dimensions of water, energy, and carbon can be compared one by one with the consumption thresholds set for each dimension. The optimization condition is set as follows: the target consumption of a certain dimension exceeds its corresponding preset consumption threshold.

[0067] In other words, a production stage is considered to meet optimization conditions if the target consumption in any one of the three dimensions—water, energy, or carbon—exceeds a pre-set threshold for that dimension. This threshold comparison mechanism, applied step-by-step and dimension-by-dimensional, allows for the identification of production stages with excessive consumption in at least one dimension, providing a clear target for subsequent optimization. If the target consumption in all dimensions of a production stage does not exceed its corresponding threshold, then that stage does not meet optimization conditions and requires no optimization.

[0068] Step 205: For the production process that meets the optimization conditions, determine the difference between the target consumption in the water-energy-carbon three-dimensional footprint and the corresponding preset consumption threshold. In some embodiments, for production processes that are determined to meet optimization conditions, the specific difference between the target consumption of water, energy, and carbon in the three dimensions and the corresponding preset consumption threshold can be further determined.

[0069] Specifically, for each dimension in the production process that exceeds the standard, the corrected target consumption for that dimension is subtracted from the preset consumption threshold for that dimension. The resulting value is the excess value for that dimension. If a dimension does not exceed the threshold, its difference can be recorded as zero or not calculated.

[0070] By calculating this difference, the degree of deviation of each exceeding standard in various dimensions can be quantified, clarifying exactly how much extra resources were consumed or how much additional carbon emissions were generated in a certain dimension. The difference provides a quantitative basis for formulating specific production optimization plans; the larger the exceeding standard difference, the greater the urgency and potential for improvement in that dimension.

[0071] Step 206: Adjust the production plan of the production process based on the difference between the target consumption amount in the water-energy-carbon three-dimensional footprint and the corresponding preset consumption threshold.

[0072] In some embodiments, production plans for production stages that meet optimization conditions can be specifically adjusted based on the determined exceedance values. For each of the three dimensions (water, energy, and carbon) in the production stage, corresponding optimization measures are selected to reduce the consumption in the exceeding dimensions. The larger the exceedance value, the higher the optimization priority for that dimension, requiring more intensive adjustment measures.

[0073] The optimization scheme includes at least one of the following: adjusting process parameters in the production process, changing raw material suppliers, optimizing transportation routes, or adjusting the production schedule.

[0074] The production adjustment methods adopted include, but are not limited to, at least one of the following: adjusting process parameters in the production process, such as changing reaction temperature, pressure, flow rate, or runtime, to reduce water consumption, energy consumption, or carbon emissions per unit product; changing raw material suppliers and selecting raw materials with lower upstream water consumption, energy consumption, or carbon footprint to reduce the implicit footprint brought into this process; optimizing transportation routes, shortening transportation distances, or selecting low-carbon transportation methods to reduce energy consumption and carbon emissions in the logistics process; and adjusting production scheduling to concentrate high-energy-consuming or high-emission production tasks on energy-efficient periods or equipment to reduce unnecessary start-up and shutdown losses and inefficient operation. Through the above adjustments, the production process can reduce the target consumption of the excess dimensions to below the preset threshold in subsequent production processes, thereby achieving synergistic optimization of the entire production chain in the three dimensions of water, energy, and carbon.

[0075] In some embodiments, the method further includes: Clustering algorithms are used to analyze the corrected target consumption of the three-dimensional water-energy-carbon footprint in each production stage, and the stages with similar consumption characteristics are clustered into one class to determine the footprint clustering pattern of each production stage.

[0076] In some embodiments, clustering algorithms can also be used to analyze the target consumption of water, energy, and carbon after the three-dimensional footprint correction in each production stage.

[0077] The target consumption of each production stage across three dimensions can be used as a multidimensional data sample, with samples from all stages forming a dataset. Then, clustering algorithms, such as K-means clustering, hierarchical clustering, or density-based clustering, are used to divide the dataset into several different categories based on the similarity between samples. Production stages within the same category exhibit similar water, energy, and carbon consumption characteristics. For example, some stages may show a clustering pattern of high water consumption and low energy consumption, while others may show a clustering pattern of medium water consumption, medium energy consumption, and high carbon emissions.

[0078] This analysis can identify the footprint clustering patterns of each production link, thereby grasping the distribution patterns of resource consumption and environmental impact in different links of the production chain as a whole, and providing a basis for classifying and formulating optimization strategies, identifying typical links, and conducting horizontal comparisons.

[0079] In some embodiments, the method further includes: The corrected target consumption corresponding to each production stage is mapped to a three-dimensional space to obtain the coordinate points corresponding to each production stage; wherein the coordinate axes of the three-dimensional space coordinate system correspond to the water-energy-carbon three-dimensional footprint respectively. Generate a visualization model of the three-dimensional space.

[0080] In some embodiments, the target consumption of water, energy, and carbon corresponding to each production stage after correction of the three-dimensional footprint can also be mapped to three-dimensional space.

[0081] Specifically, a three-dimensional coordinate system is established, where the three axes correspond to the dimensions of water resources, energy, and carbon, respectively. Each production stage determines a unique coordinate point in the three-dimensional space based on its target consumption values ​​in the three dimensions of water, energy, and carbon. After all production stages are mapped, a set of coordinate points distributed in the three-dimensional space is obtained.

[0082] Then, a three-dimensional spatial visualization model is generated based on these coordinate points, which can be displayed in the form of a 3D scatter plot, surface plot, or labeled point cloud. The visualization model can intuitively present the consumption distribution of each production link in the three dimensions of water, energy, and carbon, making it easy to quickly identify abnormal links with significantly high consumption in one or more dimensions, as well as the relative positions and clustering relationships between different links, providing intuitive data support for subsequent optimization decisions.

[0083] In some embodiments, the method further includes: Obtain the geographic coordinate data stream of each production link in the production chain, where each location point in the geographic coordinate data stream has a corresponding energy consumption. Based on the geographic coordinate data stream of each production stage, multiple detection areas are determined; The energy consumption of the multiple detection areas is determined based on the energy consumption of the location points within those multiple detection areas. Based on the energy consumption of the multiple detection areas, high-consumption areas are identified.

[0084] In some embodiments, geographic coordinate data streams of each production link in the production chain can also be obtained. Each location point in the data stream corresponds to the physical location of a production link, and each location point is associated with the energy consumption of that link.

[0085] Secondly, based on these geographic coordinate data streams, multiple detection areas are determined using spatial partitioning or clustering methods, such as dividing the areas according to a grid with a fixed radius or density-based spatial clustering. Then, for each detection area, the energy consumption of all locations within that area is summarized, for example, by summing or calculating the average, to obtain the total or average energy consumption of that detection area. Finally, the energy consumption of all detection areas is sorted or compared with preset regional thresholds to identify the areas with the highest energy consumption or those exceeding the thresholds as high-consumption areas. This allows for the identification of the geographical areas with the most concentrated energy consumption in the production chain from a spatial distribution perspective, providing spatial positioning basis for targeted energy-saving renovations, energy allocation, or production layout optimization.

[0086] This invention obtains the original consumption of water, energy, and carbon in the three-dimensional footprint of each production link in the production chain. For each link, the direct footprint, indirect footprint, and implicit footprint of each dimension are determined. Based on this, the original consumption of each dimension is corrected to obtain the target consumption. The target consumption of each dimension of each link is compared with the corresponding preset threshold to determine whether the optimization conditions are met. Production optimization processing is carried out on the production links that meet the optimization conditions. By decomposing the original consumption of a single dimension into three levels of direct, indirect, and implicit footprints, the corrected target consumption comprehensively and realistically reflects the environmental load of each link. Through threshold comparison, targeted improvements are made to the links that need optimization, thereby effectively reducing the overall water consumption, energy consumption, and carbon emissions of the production chain.

[0087] It should be noted that the water-energy-carbon footprint processing method provided in this embodiment of the invention can be executed by a water-energy-carbon footprint processing device, or by a control module within that device for executing the water-energy-carbon footprint processing method. This embodiment of the invention uses the execution of the water-energy-carbon footprint processing method by the water-energy-carbon footprint processing device as an example to illustrate the water-energy-carbon footprint processing method provided in this embodiment of the invention.

[0088] Figure 3 This is a structural block diagram of a water-energy-carbon footprint treatment device provided in an embodiment of the present invention.

[0089] like Figure 3 As shown in the figure, the water-energy-carbon footprint treatment device provided in this embodiment of the invention may specifically include the following modules: The raw consumption acquisition module 301 is used to acquire the raw consumption of the three-dimensional water-energy-carbon footprint of each production link in the production chain. The footprint determination module 302 is used to determine the direct footprint, indirect footprint, and implicit footprint of the water-energy-carbon three-dimensional footprint for each production stage based on the original consumption of the water-energy-carbon three-dimensional footprint. The consumption correction module 303 is used to determine the corrected target consumption for each dimension of the water-energy-carbon three-dimensional footprint based on the corresponding direct footprint, indirect footprint, and implicit footprint. The optimization process determination module 304 is used to compare the target consumption of each dimension of the water-energy-carbon three-dimensional footprint with the corresponding preset consumption threshold for each production process, and determine whether the production process meets the optimization conditions based on the comparison result. The production optimization module 305 is used to perform production optimization processing on the production process that meets the optimization conditions.

[0090] In some embodiments, the footprint determination module includes: The three-dimensional footprint determination submodule is used to determine the original consumption as the direct footprint for each dimension of the water-energy-carbon three-dimensional footprint; and to determine the indirect footprint of each dimension of the current production process based on the direct footprints of the other two dimensions in the current production process; and to determine the implicit footprint of each dimension of the current production process based on the direct footprints of the other two dimensions in the upstream production process preceding the current production process.

[0091] In some embodiments, the three-dimensional footprint determination submodule includes: The footprint impact analysis unit is used to analyze the mutual influence relationships among the three-dimensional footprints of water, energy, and carbon in the current production process. The indirect footprint determination unit is used to determine the indirect footprint of each dimension of the water-energy-carbon three-dimensional footprint based on the mutual influence relationship between the water-energy-carbon three-dimensional footprints and the direct footprints of the other two dimensions in the current production process.

[0092] In some embodiments, the three-dimensional footprint determination submodule further includes: The upstream footprint impact analysis unit is used to analyze the mutual influence between the upstream production process and the current production process in terms of the water-energy-carbon three-dimensional footprint. The implicit footprint determination unit is used to determine the implicit footprint of each dimension of the water-energy-carbon three-dimensional footprint in the current production process based on the mutual influence relationship between the upstream production process and the water-energy-carbon three-dimensional footprint in the current production process, and the direct footprints of the other two dimensions in the upstream production process before the current production process.

[0093] In some embodiments, the apparatus further includes: The clustering analysis module is used to analyze the corrected target consumption of the three-dimensional water-energy-carbon footprint in each production link using a clustering algorithm, and to cluster links with similar consumption characteristics into one class to determine the footprint clustering pattern of each production link.

[0094] In some embodiments, the apparatus further includes: The target consumption mapping module is used to map the corrected target consumption corresponding to each production stage to a three-dimensional space to obtain the coordinate points corresponding to each production stage; wherein the coordinate axes of the three-dimensional space coordinate system correspond to the water-energy-carbon three-dimensional footprint respectively. The visualization module is used to generate a visualization model of the three-dimensional space.

[0095] In some embodiments, the apparatus further includes: The geographic coordinate data stream acquisition module is used to acquire the geographic coordinate data stream of each production link in the production chain. Each location point in the geographic coordinate data stream has a corresponding energy consumption. The detection area determination module is used to determine multiple detection areas based on the geographic coordinate data stream of each production stage; An energy consumption determination module is used to determine the energy consumption of the multiple detection areas based on the energy consumption of the location points in the multiple detection areas. The high-consumption area determination module is used to determine high-consumption areas based on the energy consumption of the multiple detection areas.

[0096] In some embodiments, the optimization condition is that the target consumption of a certain dimension of the footprint exceeds the corresponding preset consumption threshold.

[0097] In some embodiments, the production optimization module includes: The consumption difference determination submodule is used to determine the difference between the target consumption and the corresponding preset consumption threshold in the water-energy-carbon three-dimensional footprint for the production process that meets the optimization conditions. The production plan adjustment submodule is used to adjust the production plan of the production process based on the difference between the target consumption in the water-energy-carbon three-dimensional footprint and the corresponding preset consumption threshold.

[0098] In some embodiments, the optimization scheme includes at least one of adjusting process parameters in the production process, changing raw material suppliers, optimizing transportation routes, or adjusting the production schedule.

[0099] As the apparatus embodiment is basically similar to the method embodiment, it is described in a relatively simple manner. For relevant details, please refer to the description of the method embodiment.

[0100] This invention obtains the original consumption of water, energy, and carbon in the three-dimensional footprint of each production link in the production chain. For each link, the direct footprint, indirect footprint, and implicit footprint of each dimension are determined. Based on this, the original consumption of each dimension is corrected to obtain the target consumption. The target consumption of each dimension of each link is compared with the corresponding preset threshold to determine whether the optimization conditions are met. Production optimization processing is carried out on the production links that meet the optimization conditions. By decomposing the original consumption of a single dimension into three levels of direct, indirect, and implicit footprints, the corrected target consumption comprehensively and realistically reflects the environmental load of each link. Through threshold comparison, targeted improvements are made to the links that need optimization, thereby effectively reducing the overall water consumption, energy consumption, and carbon emissions of the production chain.

[0101] This invention also provides an electronic device, including a processor, a memory, and a program or instructions stored in the memory and executable on the processor. When the program or instructions are executed by the processor, they implement the various processes of the above-described water-energy-carbon footprint treatment method embodiments and achieve the same technical effects. To avoid repetition, they will not be described again here.

[0102] It should be noted that the electronic devices in the embodiments of the present invention include the mobile electronic devices and non-mobile electronic devices described above.

[0103] This invention also provides a readable storage medium storing a program or instructions. When the program or instructions are executed by a processor, they implement the various processes of the above-described water-energy-carbon footprint processing method embodiments and achieve the same technical effects. To avoid repetition, they will not be described again here.

[0104] The processor is the processor in the electronic device described in the above embodiments. The readable storage medium includes computer-readable storage media, such as computer read-only memory (ROM), random access memory (RAM), magnetic disk, or optical disk.

[0105] The various embodiments in this specification are described in a progressive manner, with each embodiment focusing on the differences from other embodiments. The same or similar parts between the various embodiments can be referred to each other.

[0106] Those skilled in the art will understand that embodiments of the present invention can be provided as methods, apparatus, or computer program products. Therefore, embodiments of the present invention can take the form of entirely hardware embodiments, entirely software embodiments, or embodiments combining software and hardware aspects. Furthermore, embodiments of the present invention can take the form of computer program products implemented on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.

[0107] Embodiments of the present invention are described with reference to flowchart illustrations and / or block diagrams of methods, terminal devices (systems), and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and / or block diagrams, as well as combinations of blocks in the flowchart illustrations and / or block diagrams, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, special-purpose computer, embedded processor, or other programmable data processing terminal device to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing terminal device, generate instructions for implementing the flowchart illustrations and / or block diagrams. Figure 1 One or more processes and / or boxes Figure 1 A device that provides the functions specified in one or more boxes.

[0108] These computer program instructions may also be stored in a computer-readable storage medium that can direct a computer or other programmable data processing terminal device to operate in a particular manner, such that the instructions stored in the computer-readable storage medium produce an article of manufacture including instruction means, which are implemented in a process Figure 1 One or more processes and / or boxes Figure 1 The function specified in one or more boxes.

[0109] These computer program instructions can also be loaded onto a computer or other programmable data processing terminal equipment, causing a series of operational steps to be performed on the computer or other programmable terminal equipment to produce a computer-implemented process, thereby providing instructions that execute on the computer or other programmable terminal equipment for implementing the process. Figure 1 One or more processes and / or boxes Figure 1 The steps of the function specified in one or more boxes.

[0110] Although preferred embodiments of the present invention have been described, those skilled in the art, upon learning the basic inventive concept, can make other changes and modifications to these embodiments. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments as well as all changes and modifications falling within the scope of the embodiments of the present invention.

[0111] Finally, it should be noted that in this document, relational terms such as "first" and "second" are used only to distinguish one entity or operation from another, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Furthermore, the terms "comprising," "including," or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or terminal device that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such a process, method, article, or terminal device. Without further limitations, an element defined by the phrase "comprising one..." does not exclude the presence of other identical elements in the process, method, article, or terminal device that includes said element.

[0112] The foregoing has provided a detailed description of the water-energy-carbon footprint treatment method, apparatus, electronic device, and computer-readable storage medium provided by the present invention. Specific examples have been used to illustrate the principles and implementation methods of the present invention. The descriptions of the above embodiments are only for the purpose of helping to understand the method and core ideas of the present invention. At the same time, for those skilled in the art, there will be changes in the specific implementation methods and application scope based on the ideas of the present invention. Therefore, the content of this specification should not be construed as a limitation of the present invention.

Claims

1. A water-energy-carbon footprint treatment method, characterized in that, The method includes: Obtain the raw consumption of the three-dimensional water-energy-carbon footprint of each production link in the production chain; For each of the aforementioned production stages, based on the original consumption of the water-energy-carbon three-dimensional footprint, the direct footprint, indirect footprint, and implicit footprint of the water-energy-carbon three-dimensional footprint are determined respectively. For each dimension of the water-energy-carbon three-dimensional footprint, the corrected target consumption is determined based on the corresponding direct footprint, indirect footprint, and implicit footprint. For each production stage, the target consumption of each dimension of the water-energy-carbon three-dimensional footprint is compared with the corresponding preset consumption threshold, and the production stage is determined to meet the optimization conditions based on the comparison results. The production process that meets the optimization conditions is then subjected to production optimization processing.

2. The water-energy-carbon footprint treatment method according to claim 1, characterized in that, For each of the aforementioned production stages, based on the original consumption of the water-energy-carbon three-dimensional footprint, the direct footprint, indirect footprint, and implicit footprint of the water-energy-carbon three-dimensional footprint are determined, including: For each dimension of the water-energy-carbon three-dimensional footprint, the original consumption is determined as the direct footprint; and based on the direct footprints of the other two dimensions in the current production process, the indirect footprint of each dimension of the current production process is determined; and based on the direct footprints of the other two dimensions in the upstream production process preceding the current production process, the implicit footprint of each dimension of the current production process is determined.

3. The water-energy-carbon footprint treatment method according to claim 2, characterized in that, The step of determining the indirect footprint of each dimension of the current production process based on the direct footprints of the other two dimensions includes: Analyze the interrelationships among the water-energy-carbon three-dimensional footprints in the current production process; For each dimension of the water-energy-carbon three-dimensional footprint, based on the mutual influence relationship between the water-energy-carbon three-dimensional footprints and the direct footprints of the other two dimensions in the current production process, the indirect footprint of each dimension of the current production process is determined.

4. The water-energy-carbon footprint treatment method according to claim 2, characterized in that, The step of determining the implicit footprint of each dimension of the footprint in the current production stage based on the direct footprints of the other two dimensions in the upstream production stages preceding the current production stage includes: Analyze the mutual influence between the upstream production process and the current production process in terms of the three-dimensional water-energy-carbon footprint; For each dimension of the water-energy-carbon three-dimensional footprint, the implicit footprint of each dimension in the current production stage is determined based on the mutual influence between the upstream production stage and the current production stage, and the direct footprints of the other two dimensions in the upstream production stage before the current production stage.

5. The water-energy-carbon footprint treatment method according to claim 1, characterized in that, The method further includes: Clustering algorithms are used to analyze the corrected target consumption of the three-dimensional water-energy-carbon footprint in each production stage, and the stages with similar consumption characteristics are clustered into one class to determine the footprint clustering pattern of each production stage.

6. The water-energy-carbon footprint treatment method according to claim 1, characterized in that, The method further includes: The corrected target consumption corresponding to each production stage is mapped to a three-dimensional space to obtain the coordinate points corresponding to each production stage; wherein the coordinate axes of the three-dimensional space coordinate system correspond to the water-energy-carbon three-dimensional footprint respectively. Generate a visualization model of the three-dimensional space.

7. The water-energy-carbon footprint treatment method according to claim 1, characterized in that, The method further includes: Obtain the geographic coordinate data stream of each production link in the production chain, where each location point in the geographic coordinate data stream has a corresponding energy consumption. Based on the geographic coordinate data stream of each production stage, multiple detection areas are determined; The energy consumption of the multiple detection areas is determined based on the energy consumption of the location points within those multiple detection areas. Based on the energy consumption of the multiple detection areas, high-consumption areas are identified.

8. The water-energy-carbon footprint treatment method according to claim 1, characterized in that, The optimization condition is that the target consumption of a certain dimension of the footprint exceeds the corresponding preset consumption threshold.

9. The water-energy-carbon footprint treatment method according to claim 8, characterized in that, The production optimization process for the production links that meet the optimization conditions includes: For the production process that meets the optimization conditions, determine the difference between the target consumption amount and the corresponding preset consumption threshold in the water-energy-carbon three-dimensional footprint; The production plan for the production process is adjusted based on the difference between the target consumption amount and the corresponding preset consumption threshold in the water-energy-carbon three-dimensional footprint.

10. The water-energy-carbon footprint treatment method according to claim 9, characterized in that, The optimization scheme includes at least one of the following: adjusting process parameters in the production process, changing raw material suppliers, optimizing transportation routes, or adjusting the production schedule.

11. A water-energy-carbon footprint treatment device, characterized in that, The device includes: The raw consumption acquisition module is used to acquire the raw consumption of the three-dimensional water-energy-carbon footprint of each production link in the production chain. The footprint determination module is used to determine the direct footprint, indirect footprint, and implicit footprint of the water-energy-carbon three-dimensional footprint for each production stage, based on the original consumption of the water-energy-carbon three-dimensional footprint. The consumption correction module is used to determine the corrected target consumption for each dimension of the water-energy-carbon three-dimensional footprint, based on the corresponding direct footprint, indirect footprint, and implicit footprint. The optimization process determination module is used to compare the target consumption of each dimension of the water-energy-carbon three-dimensional footprint with the corresponding preset consumption threshold for each production process, and determine whether the production process meets the optimization conditions based on the comparison results. The production optimization module is used to perform production optimization processing on the production process that meets the optimization conditions.

12. An electronic device, characterized in that, It includes a processor, a memory, and a program or instructions stored in the memory and executable on the processor, wherein the program or instructions, when executed by the processor, implement the steps of the water-energy-carbon footprint treatment method as described in claims 1-10.

13. A readable storage medium, characterized in that, The readable storage medium stores a program or instructions that, when executed by a processor, implement the steps of the water-energy-carbon footprint processing method as described in claims 1-10.

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