A method for collaborative treatment of hazardous waste, energy conservation and carbon reduction based on an intelligent platform
A smart platform optimizes hazardous waste management in chemical parks by prioritizing compatible waste processing and carbon reduction, addressing prolonged storage and pollution issues.
Patent Information
- Application Number
- CN202211062302.2
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-08-31
- Publication Date
- 2025-07-15
- Estimated Expiration
- 2042-08-31
AI Technical Summary
The temporary storage period of hazardous waste in chemical parks is long and difficult to deal with, and the existing treatment and disposal methods still cause great pollution to the environment.
The hazardous waste treatment method based on the smart platform is adopted, and the hazardous waste treatment and energy-saving and carbon reduction calculation model is used to optimize the hazardous waste treatment and disposal plan, reduce temporary storage cycles and reduce environmental pollution.
The energy consumption and temporary storage cycle during hazardous waste treatment have been achieved, the temporary storage risks of hazardous waste in the enterprise have been minimized, and the coordinated management goals of pollution reduction, energy conservation and carbon reduction have been achieved.
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Figure CN115419902B_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of collaborative treatment of hazardous wastes, and in particular to a method for collaborative treatment of hazardous wastes and energy conservation and carbon reduction based on an intelligent platform. Background Art
[0002] Chemical parks are the product of modern chemical industry to adapt to resource or raw material conversion, conform to the development trend of large-scale, intensive, optimized, internationalized management and maximum benefits. After the end of World War II, foreign developed countries started to build chemical industry belts, which promoted the post-war economic recovery and take-off.
[0003] After chemical enterprises generate hazardous waste, they are temporarily stored in the temporary storage warehouse of hazardous waste in the factory. After communicating, confirming and signing the contract for entrusted treatment and disposal of hazardous waste with the hazardous waste treatment and disposal center, they are transferred to the temporary storage warehouse of the hazardous waste treatment and disposal center for temporary storage. The hazardous waste treatment and disposal center treats and disposes of the temporarily stored hazardous waste according to the production schedule. There are risks of temporary storage of hazardous waste in this process. The "3.21" extremely serious explosion accident at Jiangsu Xiangshui Tianjiayi Chemical Co., Ltd. is an extremely serious production safety responsibility accident caused by long-term illegal storage of hazardous waste, which led to spontaneous combustion and then caused an explosion.
[0004] The present invention aims to adjust the existing hazardous waste treatment and disposal process and determine the disposal plan based on demand. It is particularly suitable for chemical parks that are supporting the construction of venous industrial parks or hazardous waste treatment and disposal centers. According to the generation and temporary storage of hazardous wastes in the park enterprises, through the compatibility model, weighted compatibility model, hazardous waste collaborative treatment and energy-saving and carbon reduction calculation model, the hazardous waste treatment production plan of the hazardous waste treatment and disposal center is optimized, the hazardous waste temporary storage period is reduced, the hazardous waste treatment and disposal compatibility is optimized, and the goals of pollution reduction and carbon reduction are achieved simultaneously. Summary of the invention
[0005] The technical problem solved by the present invention is that the temporary storage period of hazardous waste in chemical parks is long and the treatment and disposal is difficult, and the existing treatment and disposal methods still cause great pollution to the environment.
[0006] To solve the above problems, the technical solution of the present invention is as follows:
[0007] A method for collaboratively treating hazardous waste and reducing energy consumption and carbon emissions based on a smart platform, comprising the following steps:
[0008] S1. Obtaining the temporary storage data of hazardous wastes and the comprehensive data of hazardous waste compatibility settings;
[0009] S2. Generate hazardous waste compatibility and hazardous waste treatment and disposal plan list and energy saving and carbon reduction, and output to the data analysis module, including the following:
[0010] Based on the temporary storage situation of unit hazardous waste, the hazardous waste treatment and disposal center prioritizes hazardous waste with large temporary storage quantities and approaching temporary storage periods in the hazardous waste treatment and disposal plan list through the data center. Then, through the compatibility matching model, weighted matching model, and calculation model for co-treatment of hazardous waste and energy conservation and carbon reduction, a complete hazardous waste treatment and disposal plan list, the CO2 emissions after co-treatment of hazardous waste are obtained and output to the data analysis module;
[0011] S3. The data analysis module statistically analyzes the data in the hazardous waste treatment and disposal plan list.
[0012] Furthermore, step S1 includes the following: The intelligent platform stores the hazardous waste temporary storage data in the data center through the first input module and stores the hazardous waste compatibility setting data in the data center through the second input module.
[0013] Furthermore, step S2 includes the following steps:
[0014] S2-1. The compatibility matching model uses the matrix method to analyze the compatibility of the hazardous waste in the hazardous waste treatment and disposal plan list, and obtains the compatible hazardous waste types and incompatible hazardous waste types;
[0015] S2-2. The weighted matching model determines the controlled items and controlled values of the hazardous waste through the combustion principle and design conditions, forms the matching principle. After determining the matching principle, a matrix equation is established, and the mass ratio range of each hazardous waste participating in the matching is obtained through the weighted algorithm. Through the above constraints, a hazardous waste matching and hazardous waste treatment and disposal plan list including the hazardous waste incineration matching plan is formed. When the quality control value is determined, the maximum disposal amount of a certain type of hazardous waste is calculated, and the obtained hazardous waste matching and hazardous waste treatment and disposal plan list is output to the data analysis module through the first output module;
[0016] S2-3. The calculation model for co-treatment of hazardous waste and energy conservation and carbon reduction calculates the CO2 emissions after co-treatment of hazardous waste, and outputs the CO2 emissions after co-treatment of hazardous waste to the data analysis module through the second output module.
[0017] Furthermore, step S2-1 includes the following:
[0018] Use a matrix to record the compatibility of each hazardous waste with other hazardous wastes,
[0019] The compatibility matching model calculates the compatibility of each hazardous waste respectively. The compatibility calculation formula is as follows:
[0020]
[0021] In the above formula, Ci is the compatibility of the i-th type of hazardous waste, and 0 ≤ C i ≤ 1, n is the number of categories of hazardous waste, x is the number of categories of hazardous waste compatible with the i-th type of hazardous waste among the n types of hazardous waste,
[0022] When C i = 1, it indicates that the compatibility between the i-th type of hazardous waste and other hazardous wastes is good,
[0023] When C i = 0, it indicates that the i-th type of hazardous waste is prohibited from being mixed with other hazardous wastes,
[0024] When 0 < C i < 1, then sort the compatibility of all hazardous wastes. After deleting the hazardous waste with the smallest compatibility coefficient, recalculate the compatibility coefficient for the remaining hazardous wastes. If the compatibility coefficients of the remaining hazardous wastes are all 1, it indicates that the compatibility among the remaining hazardous wastes is good; otherwise, repeat deleting the hazardous waste with the smallest compatibility coefficient until the compatibility coefficients of all hazardous wastes meet 1,
[0025] Output the combinations of compatible hazardous wastes and the types of incompatible hazardous wastes.
[0026] Furthermore, in step S2-2, the weighting algorithm includes the following content:
[0027] Suppose there are m types of compatible hazardous wastes forming a hazardous waste combination, and the treatment scale matrix of the hazardous waste combination is:
[0028] D = [D1, D2, D3, D4, D5... D m
[0029] Use D0 to represent the treatment scale of hazardous waste, with the unit of ton / day, and D i represents the treatment amount of the i-th type of different hazardous waste, with the unit of ton / day, 1 ≤ i ≤ m and i is an integer. The calculation formula of D0 is as follows:
[0030] D0 = D1 + D2 + D3 + D4 + D5 +... + D m
[0031] In the above formula, D is the treatment scale matrix of the hazardous waste combination, D0 is the treatment scale of hazardous waste, with the unit of ton / day, D1 is the treatment amount of the 1st type of hazardous waste, D2 is the treatment amount of the 2nd type of hazardous waste, D3 is the treatment amount of the 3rd type of hazardous waste, D4 is the treatment amount of the 4th type of hazardous waste, D5 is the treatment amount of the 5th type of hazardous waste, and D m is the treatment amount of the m-th type of hazardous waste,
[0032] Let \(Q_0\) represent the controlled value of calorific value in hazardous waste, \(M_0\) represent the controlled value of moisture in hazardous waste, \(N_0\) represent the controlled value of nitrogen in hazardous waste, \(S_0\) represent the controlled value of sulfur in hazardous waste, \(Cl_0\) represent the controlled value of chlorine in hazardous waste, \(F_0\) represent the controlled value of fluorine in hazardous waste, and \(Hg_0\) represent the controlled value of mercury in hazardous waste.
[0033] The properties of the hazardous waste combination can be represented by the following matrix:
[0034]
[0035] In the above formula, \(A\) is the matrix of controlled values of each property in the hazardous waste combination, and \(Q_1, Q_2, Q_3, Q_4, Q_5, Q\) m are the controlled values of calorific value in the 1st, 2nd, 3rd, 4th, 5th, and \(m\)th hazardous wastes respectively, and \(M_1, M_2, M_3, M_4, M_5, M\) m are the controlled values of moisture in the 1st, 2nd, 3rd, 4th, 5th, and \(m\)th hazardous wastes respectively, and \(N_1, N_2, N_3, N_4, N_5, N\) m are the controlled values of nitrogen in the 1st, 2nd, 3rd, 4th, 5th, and \(m\)th hazardous wastes respectively, and \(S_1, S_2, S_3, S_4, S_5, S\) n are the controlled values of sulfur in the 1st, 2nd, 3rd, 4th, 5th, and \(m\)th hazardous wastes respectively, and \(Cl_1, Cl_2, Cl_3, Cl_4, Cl_5, Cl\) m are the controlled values of chlorine in the 1st, 2nd, 3rd, 4th, 5th, and \(m\)th hazardous wastes respectively, and \(F_1, F_2, F_3, F_4, F_5, F\) m are the controlled values of fluorine in the 1st, 2nd, 3rd, 4th, 5th, and \(m\)th hazardous wastes respectively, and \(Hg_1, Hg_2, Hg_3, Hg_4, Hg_5, Hg\) m are the controlled values of mercury in the 1st, 2nd, 3rd, 4th, 5th, and \(m\)th hazardous wastes respectively.
[0036] Each controlled condition can be represented by the following system of inequalities:
[0037] \(D\times A_1 / D_0\leq Q_0\)
[0038] \(D\times A_2 / D_0\leq M_0\)
[0039] \(D\times A_3 / D_0\leq N_0\)
[0040] \(D\times A_4 / D_0\leq S_0\)
[0041] \(D\times A_5 / D_0\leq Cl_0\)
[0042] \(D\times A_6 / D_0\leq F_0\)
[0043] D×A7 / D0≤Hg0
[0044] In the above formula, D is the treatment scale matrix of the hazardous waste combination, A1 is the controlled value of the calorific value in each hazardous waste, A2 is the controlled value of the moisture in each hazardous waste, A3 is the controlled value of the nitrogen in each hazardous waste, A4 is the controlled value of the sulfur in each hazardous waste, A5 is the controlled value of the chlorine in each hazardous waste, A6 is the controlled value of the fluorine in each hazardous waste, and A7 is the controlled value of the mercury in each hazardous waste.
[0045] Furthermore, the weighted algorithm further includes:
[0046] The calculation formulas of A1, A2, A3, A4, A5, A6, and A7 are as follows:
[0047] A1 = [Q1, Q2, Q3, Q4, Q5...Q m T
[0048] A2 = [M1, M2, M3, M4, M5...M m T
[0049] A3 = [N1, N2, N3, N4, N5...N m T
[0050] A4 = [S1, S2, S3, S4, S5...S m T
[0051] A5 = [Cl1, Cl2, Cl3, Cl4, Cl5...Cl m T
[0052] A6 = [F1, F2, F3, F4, F5...F m T
[0053] A7 = [Hg1, Hg2, Hg3, Hg4, Hg5...Hg m T
[0054] In the above formula, T is a transpose matrix.
[0055] Preferably, step S2-3 includes the following content:
[0056] The co - treatment of hazardous waste and energy - saving and carbon - reduction calculation model calculates the direct CO2 emissions of hazardous waste. The calculation formula for the direct CO2 emissions of hazardous waste is as follows:
[0057] CO 2,ed = ∑[FQ×(HV×1000)×(EF / 1000)]
[0058] In the above formula, CO 2,ed is the value of the direct CO2 emissions during hazardous waste treatment, with the unit of ton; FQ is the value of the fuel consumption during hazardous waste treatment, with the unit of ton; HV is the value of the lower calorific value of the fuel, with the unit of MJ / kg or MJ / m³; EF is the value of the CO2 emission factor of the fuel, with the unit of kg CO2 / MJ.
[0059] The co - treatment of hazardous waste and energy - saving and carbon - reduction calculation model calculates the indirect CO2 emissions of hazardous waste. The calculation formula for the indirect CO2 emissions of hazardous waste is as follows:
[0060] IE=(EQ×EF) / 1000
[0061] In the above formula, IE is the value of the CO2 emissions indirectly generated during hazardous waste treatment, with the unit of ton; EQ is the value of the energy consumed during hazardous waste treatment, with the unit of kWh or GJ; EF is the value of the emission factor corresponding to the hazardous waste, with the unit of kg CO2 / kWh or kg CO2 / GJ.
[0062] The calculation formula for the CO2 emissions generated by the incineration treatment of hazardous waste is as follows:
[0063] CO 2,burn = ∑(A i ×C i ×DRE i )×44 / 12
[0064] In the above formula, CO 2,burn is the CO2 emissions generated by the incineration treatment of hazardous waste, with the unit of ton; A i is the mass of the hazardous waste, with the unit of ton; C i is the fixed - carbon content of the hazardous waste, with the unit of %; DRE i is the destruction and removal efficiency of the hazardous waste, with the unit of %; 44 / 12 is the conversion factor from C to CO2.
[0065] The co - treatment of hazardous waste and energy - saving and carbon - reduction calculation model calculates the total CO2 emissions of the incineration treatment of hazardous waste. The calculation formula for the total CO2 emissions of the incineration treatment of hazardous waste is as follows:
[0066] CO 2,total = CO 2,ed +IE+CO2,burn
[0067] In the above formula, CO 2,burn is the CO2 emission generated from the incineration treatment of hazardous waste, with the unit of ton. CO 2,ed is the value of the total direct CO2 emission during the treatment of hazardous waste, with the unit of ton. IE is the value of the indirectly generated CO2 emission during the treatment of hazardous waste, with the unit of ton.
[0068] The calculation model for co - treatment of hazardous waste and energy conservation and carbon reduction calculates the CO2 emission per unit treatment and disposal volume of hazardous waste. The calculation formula for the CO2 emission per unit treatment and disposal volume of hazardous waste is as follows:
[0069] CO 2,HW = CO 2,total / A HW
[0070] In the above formula, CO 2,HW is the CO2 emission per unit treatment and disposal volume of hazardous waste, with the unit of ton. CO 2,burn is the CO2 emission generated from the incineration treatment of hazardous waste, with the unit of ton. A HW is the treatment and disposal volume of hazardous waste, with the unit of ton.
[0071] Taking the total CO2 emission from the incineration treatment of hazardous waste and the CO2 emission per unit treatment and disposal volume of hazardous waste as the CO2 emission after the co - treatment of hazardous waste, the second output module outputs the CO2 emission after the co - treatment of hazardous waste to the data analysis module.
[0072] Preferably, step S3 includes the following content:
[0073] Taking the CO2 emission per unit treatment and disposal volume of the hazardous waste treatment and disposal center as the comparison base, analyze the carbon emission trend analysis of the CO2 emission per unit treatment and disposal volume output by the intelligent platform, and analyze the effects of co - treatment of hazardous waste, energy conservation and carbon reduction.
[0074] Further preferably, the method further includes an intelligent platform, and the intelligent platform includes:
[0075] A data center for processing the temporary storage data of hazardous waste and the comprehensive data of hazardous waste compatibility settings,
[0076] A first input module for inputting the temporary storage data of hazardous waste and storing it in the data center. The hazardous waste data includes: the spatio - temporal capacity of the hazardous waste temporary storage library, the temporary storage situation of hazardous waste, the physical properties of hazardous waste, the industrial production factors of hazardous waste, the harmful component of hazardous waste, and the hazard data of hazardous waste.
[0077] The second input module is used to input the hazardous waste compatibility setting data and store it in the data center. The hazardous waste compatibility setting comprehensive data includes: hazardous waste compatibility setting data, hazardous waste incineration energy data,
[0078] The algorithm library module is used to analyze the temporary storage data of hazardous waste and the comprehensive data of hazardous waste compatibility settings. The algorithm library module includes: compatibility compatibility model, weighted compatibility model, hazardous waste collaborative treatment and energy saving and carbon reduction calculation model,
[0079] The first output module is used to output the hazardous waste compatibility treatment plan, which includes: a list of hazardous waste compatibility and hazardous waste treatment and disposal plans,
[0080] The second output module is used to output the CO2 emissions after the coordinated treatment of hazardous wastes.
[0081] A data analysis module for performing statistical analysis on the output contents of the first output module and the second output module.
[0082] Among them, the space-time capacity of the hazardous waste temporary storage warehouse includes: the name of hazardous waste, the category of hazardous waste, the hazardous waste code, the maximum temporary storage quantity, and the longest allowable temporary storage time; the temporary storage situation of hazardous waste includes: the name of hazardous waste, the category of hazardous waste, the hazardous waste code, the storage time, the storage quantity, and the packaging specifications; the physical properties of hazardous waste include: form (solid, semi-solid, liquid, other), density, particle size, and viscosity; the industrial production factors of hazardous waste include: fixed carbon, moisture, ash, volatile matter, and lower calorific value; the harmful components of hazardous waste include: harmful elements (F, Cl, Br, I, S, N) content, heavy metal content, alkali metal content, and phosphorus content; the hazards of hazardous waste include: corrosiveness, leaching toxins, acute toxicity, flammability and explosiveness, reactivity, solubility, and stability in water.
[0083] The beneficial effects of the present invention are:
[0084] The present invention is based on an intelligent platform, which collects and summarizes the generation and temporary storage of hazardous wastes of enterprises in the park, matches the hazardous waste treatment and disposal plan of the hazardous waste treatment and disposal center in the park, and manages hazardous wastes by matching them. On the one hand, it reduces the energy consumption in the process of hazardous waste treatment and disposal, and on the other hand, it minimizes the temporary storage period of hazardous waste in the enterprise, reduces the risk of excessive and overdue temporary storage of hazardous waste, and achieves the coordinated management goals of pollution reduction, energy conservation, and carbon reduction. BRIEF DESCRIPTION OF THE DRAWINGS
[0085] Figure 1 This is a flow chart of a method for collaboratively treating hazardous wastes and reducing energy consumption and carbon emissions based on a smart platform;
[0086] Figure 2It is a framework diagram of the intelligent platform in the embodiment. Detailed implementation manners
[0087] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
[0088] The terms used in the embodiments of the present invention are only for the purpose of describing specific embodiments, and are not intended to limit the present invention. The singular forms of "a", "the" and "said" used in the embodiments of the present invention and the appended claims are also intended to include the plural forms, unless the context clearly indicates otherwise. "Plural" generally includes at least two.
[0089] Embodiment
[0090] This embodiment is a method for collaborative treatment of hazardous waste, energy conservation and carbon reduction based on an intelligent platform, as Figure 1 shown, and includes the following steps:
[0091] S1. Obtain the temporary storage data of hazardous waste and the comprehensive data of the compatibility setting of hazardous waste, including the following: The intelligent platform stores the temporary storage data of hazardous waste in the data center through the first input module, and stores the compatibility setting data of hazardous waste in the data center through the second input module;
[0092] S2. Generate a list of hazardous waste compatibility, hazardous waste treatment and disposal plans, and the amount of energy conservation and carbon reduction, and output it to the data analysis module, including the following:
[0093] Based on the temporary storage situation of unit hazardous waste, the hazardous waste treatment and disposal center preferentially includes the hazardous waste with a large temporary storage amount and an approaching expiration of the temporary storage period in the list of hazardous waste treatment and disposal plans through the data center, and then obtains a complete list of hazardous waste treatment and disposal plans, the CO2 emissions after the collaborative treatment of hazardous waste through the compatibility matching model, weighted matching model, and hazardous waste collaborative treatment and energy conservation and carbon reduction calculation model, and outputs them to the data analysis module, including the following steps:
[0094] S2-1. The compatibility matching model uses the matrix method to analyze the compatibility of the hazardous waste in the list of hazardous waste treatment and disposal plans, and obtains the types of hazardous waste that can be compatible and the types of hazardous waste that cannot be compatible, including the following:
[0095] Use a matrix to record the compatibility of each hazardous waste with other hazardous wastes. The compatibility table of hazardous wastes with each other is shown in the following table.
[0096] Table 1 Compatibility Table of Hazardous Wastes with Each Other
[0097]
[0098]
[0099] The compatibility of each hazardous waste is calculated by the compatibility matching model. The compatibility calculation formula is as follows:
[0100]
[0101] In the above formula, C i is the compatibility of the i-th hazardous waste, and 0 ≤ C i ≤ 1. n is the number of hazardous waste categories, and x is the number of hazardous waste categories compatible with the i-th hazardous waste among n hazardous wastes.
[0102] When C i = 1, it indicates that the compatibility between the i-th hazardous waste and other hazardous wastes is good.
[0103] When C i = 0, it indicates that the i-th hazardous waste is prohibited from being mixed with other hazardous wastes.
[0104] When 0 < C i < 1, the compatibilities of all hazardous wastes are sorted. After deleting the hazardous waste with the smallest compatibility coefficient, the compatibility coefficients of the remaining hazardous wastes are recalculated. If the compatibility coefficients of the remaining hazardous wastes are all 1, it indicates that the compatibilities among the remaining hazardous wastes are good. Otherwise, the hazardous waste with the smallest compatibility coefficient is repeatedly deleted until the compatibility coefficients of all hazardous wastes are 1.
[0105] Output the combinations of compatible hazardous wastes and the types of incompatible hazardous wastes.
[0106] S2-2. The weighted matching model determines the controlled items and controlled values of hazardous wastes based on the combustion principle and design conditions, forms the matching principle, and after determining the matching principle, establishes a matrix equation, obtains the mass ratio range of each hazardous waste participating in the matching through the weighted algorithm. Through the above constraints, a list of hazardous waste matching and hazardous waste treatment and disposal plans including the hazardous waste incineration matching plan is formed. Under the condition that the quality control value is determined, the maximum disposal amount of a certain type of hazardous waste is calculated, and the obtained list of hazardous waste matching and hazardous waste treatment and disposal plans is output to the data analysis module through the first output module. Among them, the controlled items include: calorific value, moisture, N, S, Cl, F, Hg, Cd, As+Ni, Pb, Cr+Sn+Sb+Cu+Mn, etc.
[0107] The weighted algorithm includes the following content:
[0108] Suppose there are m types of compatible hazardous wastes that form a hazardous waste combination, and the treatment scale matrix of the hazardous waste combination is as follows:
[0109] D = [D1, D2, D3, D4, D5... D m
[0110] Let D0 represent the treatment scale of the hazardous waste, with the unit of ton / day. D i represents the treatment volume of the i-th type of different hazardous waste, with the unit of ton / day, 1 ≤ i ≤ m and i is an integer. The calculation formula of D0 is as follows:
[0111] D0 = D1 + D2 + D3 + D4 + D5 +... + D m
[0112] In the above formula, D is the treatment scale matrix of the hazardous waste combination, D0 is the treatment scale of the hazardous waste, with the unit of ton / day, D1 is the treatment volume of the first type of hazardous waste, D2 is the treatment volume of the second type of hazardous waste, D3 is the treatment volume of the third type of hazardous waste, D4 is the treatment volume of the fourth type of hazardous waste, D5 is the treatment volume of the fifth type of hazardous waste, D m is the treatment volume of the m-th type of hazardous waste.
[0113] Let Q0 represent the controlled value of the calorific value in the hazardous waste, M0 represent the controlled value of the moisture in the hazardous waste, N0 represent the controlled value of the nitrogen in the hazardous waste, S0 represent the controlled value of the sulfur in the hazardous waste, Cl0 represent the controlled value of the chlorine in the hazardous waste, F0 represent the controlled value of the fluorine in the hazardous waste, Hg0 represent the controlled value of the mercury in the hazardous waste.
[0114] The properties of each component in the hazardous waste combination can be represented by the following matrix:
[0115]
[0116] In the above formula, A is the controlled value matrix of the properties of the hazardous waste combination, Q1, Q2, Q3, Q4, Q5, Q m are the controlled values of the calorific value in the first, second, third, fourth, fifth, and m-th types of hazardous waste respectively, M1, M2, M3, M4, M5, M m are the controlled values of the moisture in the first, second, third, fourth, fifth, and m-th types of hazardous waste respectively, N1, N2, N3, N4, N5, N m are the controlled values of the nitrogen in the first, second, third, fourth, fifth, and m-th types of hazardous waste respectively, S1, S2, S3, S4, S5, S n They are the controlled values of sulfur in the 1st, 2nd, 3rd, 4th, 5th, and mth types of hazardous waste, Cl1, Cl2, Cl3, Cl4, Cl5, Cl m They are the controlled values of chlorine in the 1st, 2nd, 3rd, 4th, 5th, and mth types of hazardous waste, F1, F2, F3, F4, F5, F m They are the controlled values of fluorine in the 1st, 2nd, 3rd, 4th, 5th, and mth types of hazardous waste, Hg1, Hg2, Hg3, Hg4, Hg5, Hg m They are the controlled values of mercury in the 1st, 2nd, 3rd, 4th, 5th, and mth types of hazardous waste,
[0117] Each controlled condition can be represented by the following system of inequalities:
[0118] D×A1 / D0 ≤ Q0
[0119] D×A2 / D0 ≤ M0
[0120] D×A3 / D0 ≤ N0
[0121] D×A4 / D0 ≤ S0
[0122] D×A5 / D0 ≤ Cl0
[0123] D×A6 / D0 ≤ F0
[0124] D×A7 / D0 ≤ Hg0
[0125] In the above formula, D is the treatment scale matrix of the hazardous waste combination, A1 is the controlled value of calorific value in each hazardous waste, A2 is the controlled value of moisture in each hazardous waste, A3 is the controlled value of nitrogen in each hazardous waste, A4 is the controlled value of sulfur in each hazardous waste, A5 is the controlled value of chlorine in each hazardous waste, A6 is the controlled value of fluorine in each hazardous waste, A7 is the controlled value of mercury in each hazardous waste,
[0126] The calculation formulas for A1, A2, A3, A4, A5, A6, and A7 are as follows:
[0127] A1 = [Q1, Q2, Q3, Q4, Q5...Q m T
[0128] A2 = [M1, M2, M3, M4, M5...M m T
[0129] A3 = [N1, N2, N3, N4, N5...N m T
[0130] A4 = [S1, S2, S3, S4, S5... S m T
[0131] A5 = [Cl1, Cl2, Cl3, Cl4, Cl5... Cl m T
[0132] A6 = [F1, F2, F3, F4, F5... F m T
[0133] A7 = [Hg1, Hg2, Hg3, Hg4, Hg5... Hg m T
[0134] In the above formula, T is the transposed matrix,
[0135] The co - treatment of hazardous waste and energy - saving and carbon - reduction calculation model calculates the CO2 emissions after the co - treatment of hazardous waste, and outputs the CO2 emissions after the co - treatment of hazardous waste to the data analysis module through the second output module, including the following content:
[0136] The co - treatment of hazardous waste and energy - saving and carbon - reduction calculation model calculates the direct CO2 emissions of hazardous waste. The calculation formula for the direct CO2 emissions of hazardous waste is as follows:
[0137] CO 2,ed = ∑[FQ × (HV × 1000) × (EF / 1000)]
[0138] In the above formula, CO 2,ed is the value of the direct CO2 emissions during the treatment of hazardous waste, with the unit of ton; FQ is the value of the fuel consumption during the treatment of hazardous waste, with the unit of ton; HV is the value of the lower calorific value of the fuel, with the unit of MJ / kg or MJ / m³; EF is the value of the CO2 emission factor of the fuel, with the unit of kg CO2 / MJ,
[0139] The co - treatment of hazardous waste and energy - saving and carbon - reduction calculation model calculates the indirect CO2 emissions of hazardous waste. The calculation formula for the indirect CO2 emissions of hazardous waste is as follows:
[0140] IE = (EQ × EF) / 1000
[0141] In the above formula, IE is the value of the CO2 emissions indirectly generated during the treatment of hazardous waste, in tons; EQ is the value of the energy consumed during the treatment of hazardous waste, in kilowatt-hours or gigajoules; EF is the value of the emission factor corresponding to the hazardous waste, in kilograms of carbon dioxide per kilowatt-hour or kilograms of carbon dioxide per gigajoule.
[0142] The calculation formula for the CO2 emissions generated by the incineration treatment of hazardous waste is as follows:
[0143] CO 2,burn = ∑(A i × C i × DRE i ) × 44 / 12
[0144] In the above formula, CO 2,burn is the CO2 emissions generated by the incineration treatment of hazardous waste, in tons; A i is the mass of the hazardous waste, in tons; C i is the fixed carbon content of the hazardous waste, in %; DRE i is the destruction and removal efficiency of the hazardous waste, in %; 44 / 12 is the conversion factor from C to CO2.
[0145] The co-treatment of hazardous waste and the energy-saving and carbon-reduction calculation model calculate the total CO2 emissions from the incineration treatment of hazardous waste. The calculation formula for the total CO2 emissions from the incineration treatment of hazardous waste is as follows:
[0146] CO 2,total = CO 2,ed + IE + CO 2,burn
[0147] In the above formula, CO 2,burn is the CO2 emissions generated by the incineration treatment of hazardous waste, in tons; CO 2,ed is the value of the total direct CO2 emissions during the treatment of hazardous waste, in tons; IE is the value of the CO2 emissions indirectly generated during the treatment of hazardous waste, in tons.
[0148] The co-treatment of hazardous waste and the energy-saving and carbon-reduction calculation model calculate the CO2 emissions per unit volume of hazardous waste treatment and disposal. The calculation formula for the CO2 emissions per unit volume of hazardous waste treatment and disposal is as follows:
[0149] CO 2,HW = CO 2,total / A HW
[0150] In the above formula, CO 2,HW is the CO2 emissions per unit volume of hazardous waste treatment and disposal, in tons; CO 2,burnThe CO2 emissions generated from the incineration treatment of hazardous waste, in tons, A HW The treatment and disposal volume of hazardous waste, in tons
[0151] The total CO2 emissions from the incineration treatment of hazardous waste and the CO2 emissions per unit treatment and disposal volume of hazardous waste are used as the CO2 emissions after the co-treatment of hazardous waste. The second output module outputs the CO2 emissions after the co-treatment of hazardous waste to the data analysis module;
[0152] S3. The data analysis module conducts statistical analysis on the data in the hazardous waste treatment and disposal plan list, including the following contents:
[0153] Taking the CO2 emissions per unit treatment and disposal volume of the hazardous waste treatment and disposal center as the comparison base, analyzing the carbon emission trend analysis of the treatment and disposal volume of hazardous waste output by the intelligent platform, and analyzing the co-treatment of hazardous waste and the effect of energy conservation and carbon reduction.
[0154] This embodiment also provides an intelligent platform for the above-mentioned co-treatment of hazardous waste and energy conservation and carbon reduction method based on the intelligent platform, as Figure 2 shown, the intelligent platform includes:
[0155] A data center for processing the temporary storage data of hazardous waste and the comprehensive data of hazardous waste compatibility settings
[0156] A first input module for inputting the temporary storage data of hazardous waste and storing it in the data center. The hazardous waste data includes: the spatio-temporal capacity of the hazardous waste temporary storage warehouse, the temporary storage situation of hazardous waste, the physical properties of hazardous waste, the industrial production factors of hazardous waste, the harmful component of hazardous waste, and the hazard data of hazardous waste
[0157] A second input module for inputting the hazardous waste compatibility setting data and storing it in the data center. The comprehensive data of hazardous waste compatibility settings includes: hazardous waste compatibility setting data and hazardous waste incineration energy data
[0158] An algorithm library module for analyzing the temporary storage data of hazardous waste and the comprehensive data of hazardous waste compatibility settings. The algorithm library module includes: a compatibility matching model, a weighted matching model, and a calculation model for the co-treatment of hazardous waste and energy conservation and carbon reduction
[0159] A first output module for outputting the hazardous waste compatibility treatment plan. The hazardous waste compatibility treatment plan includes: the hazardous waste compatibility and the list of hazardous waste treatment and disposal plans
[0160] A second output module for outputting the CO2 emissions after the co-treatment of hazardous waste
[0161] A data analysis module for statistically analyzing the output content of the first output module and the second output module.
[0162] Among them, the spatio-temporal capacity of the hazardous waste temporary storage includes: hazardous waste name, hazardous waste category, hazardous waste code, maximum temporary storage quantity, longest allowable temporary storage time; the hazardous waste temporary storage situation includes: hazardous waste name, hazardous waste category, hazardous waste code, warehousing time, warehousing quantity, packaging specification; the physical properties of the hazardous waste include: form (solid, semi-solid, liquid, others), density, particle size, viscosity; the industrial production elements of the hazardous waste include: fixed carbon, moisture, ash, volatile matter, low calorific value; the harmful component of the hazardous waste includes: content of harmful elements (F, Cl, Br, I, S, N), heavy metal content, alkali metal content, phosphorus content; the hazards of the hazardous waste include: corrosiveness, leaching toxin, acute toxicity, inflammability and explosiveness, reactivity, compatibility, stability in contact with water.
Claims
1. A method for collaborative treatment of hazardous waste, energy conservation and carbon reduction based on an intelligent platform, characterized in that, It includes the following steps: S1. Obtain the temporary storage data of hazardous waste and the comprehensive data of hazardous waste compatibility settings; S2. Generate a list of hazardous waste compatibility and hazardous waste treatment and disposal plans and the energy conservation and carbon reduction amount, and output them to the data analysis module, including the following content: Based on the temporary storage situation of unit hazardous waste, the hazardous waste treatment and disposal center preferentially includes the hazardous waste with a large temporary storage quantity and an approaching expiration of the temporary storage period in the list of hazardous waste treatment and disposal plans through the data center, and then obtains a complete list of hazardous waste treatment and disposal plans, the CO2 emissions after the co-treatment of hazardous waste through the compatibility matching model, weighted matching model, and co-treatment and energy conservation and carbon reduction calculation model of hazardous waste, and outputs them to the data analysis module; The step S2 includes the following steps: S2-1. The compatibility matching model uses the matrix method to analyze the compatibility of hazardous waste in the list of hazardous waste treatment and disposal plans, and obtains the types of compatible hazardous waste and the types of incompatible hazardous waste; the step S2-1 includes the following content: Use a matrix to record the compatibility of each hazardous waste with other hazardous wastes, The compatibility matching model calculates the compatibility of each hazardous waste respectively, and the compatibility calculation formula is as follows: In the above formula, C i is the compatibility of the i-th hazardous waste and 0 ≤ C i ≤ 1, n is the number of categories of hazardous waste, and x is the number of categories of hazardous waste compatible with the i-th hazardous waste among n types of hazardous waste. When C i = 1, it indicates that the compatibility between the i-th hazardous waste and other hazardous wastes is good. When C i = 0, it indicates that the i-th type of hazardous waste is prohibited from being mixed with other hazardous wastes. When 0 < C i < 1, the compatibility of all hazardous wastes is sorted. After deleting the hazardous waste with the smallest compatibility coefficient, the compatibility coefficient of the remaining hazardous wastes is recalculated. If the compatibility coefficients of the remaining hazardous wastes are all 1, it indicates that the compatibility among the remaining hazardous wastes is good; otherwise, repeat deleting the hazardous waste with the smallest compatibility coefficient until the compatibility coefficients of all hazardous wastes meet 1. Output the combinations of compatible hazardous waste and the types of incompatible hazardous waste; S2-2. The weighted matching model determines the controlled items and controlled values of hazardous waste based on the combustion principle and design conditions, forms the matching principle, and after determining the matching principle, establishes a matrix equation, obtains the mass ratio range of each hazardous waste participating in the matching through the weighted algorithm, and forms a list of hazardous waste compatibility and hazardous waste treatment and disposal plans including the hazardous waste incineration matching plan through the above constraints. When the quality control value is determined, the maximum disposal amount of a certain type of hazardous waste is calculated, and the obtained list of hazardous waste compatibility and hazardous waste treatment and disposal plans is output to the data analysis module through the first output module; S2-3. The co-treatment and energy conservation and carbon reduction calculation model of hazardous waste calculates the CO2 emissions after the co-treatment of hazardous waste, and outputs the CO2 emissions after the co-treatment of hazardous waste to the data analysis module through the second output module; S3. The data analysis module statistically analyzes the data in the list of hazardous waste treatment and disposal plans.
2. The method for collaborative treatment of hazardous waste, energy conservation and carbon reduction based on an intelligent platform according to claim 1, wherein, The step S1 includes the following content: The intelligent platform stores the temporary storage data of hazardous waste in the data center through the first input module, and stores the hazardous waste compatibility setting data in the data center through the second input module.
3. A method for collaborative treatment of hazardous waste, energy conservation and carbon reduction based on an intelligent platform according to claim 1, characterized in that, In the step S2-2, the weighted algorithm includes the following content: Suppose there are m types of compatible hazardous waste that form a hazardous waste combination, and the treatment scale matrix of the hazardous waste combination is: D = [D1, D2, D3, D4, D5…D m Let \(D_0\) represent the treatment scale of hazardous waste, with the unit of ton / day, and \(D\) i i represents the treatment volume of the \(i\)th different type of hazardous waste, with the unit of ton / day, where \(1\leq i\leq m\) and \(i\) is an integer. The calculation formula for \(D_0\) is as follows: D0 = D1 + D2 + D3 + D4 + D5 + … + D m In the above formula, D is the treatment scale matrix of the hazardous waste combination, D0 is the treatment scale of the hazardous waste, with the unit of ton / day, D1 is the treatment amount of the first type of hazardous waste, D2 is the treatment amount of the second type of hazardous waste, D3 is the treatment amount of the third type of hazardous waste, D4 is the treatment amount of the fourth type of hazardous waste, D5 is the treatment amount of the fifth type of hazardous waste, and D m is the treatment amount of the m-th type of hazardous waste. Suppose Q0 represents the controlled value of the calorific value in the hazardous waste, M0 represents the controlled value of the moisture in the hazardous waste, N0 represents the controlled value of nitrogen in the hazardous waste, S0 represents the controlled value of sulfur in the hazardous waste, Cl0 represents the controlled value of chlorine in the hazardous waste, F0 represents the controlled value of fluorine in the hazardous waste, and Hg0 represents the controlled value of mercury in the hazardous waste, The properties of each hazardous waste combination can be represented by the following matrix: In the above formula, A is the controlled value matrix of each property in the hazardous waste combination, and Q1, Q2, Q3, Q4, Q5, Q m are the controlled values of calorific value in the 1st, 2nd, 3rd, 4th, 5th, and mth hazardous wastes respectively, and M1, M2, M3, M4, M5, M m are the controlled values of moisture in the 1st, 2nd, 3rd, 4th, 5th, and mth hazardous wastes respectively, and N1, N2, N3, N4, N5, N m are the controlled values of nitrogen in the 1st, 2nd, 3rd, 4th, 5th, and mth hazardous wastes respectively, and S1, S2, S3, S4, S5, S n are the controlled values of sulfur in the 1st, 2nd, 3rd, 4th, 5th, and mth hazardous wastes respectively, and Cl1, Cl2, Cl3, Cl4, Cl5, Cl m are the controlled values of chlorine in the 1st, 2nd, 3rd, 4th, 5th, and mth hazardous wastes respectively, and F1, F2, F3, F4, F5, F m are the controlled values of fluorine in the 1st, 2nd, 3rd, 4th, 5th, and mth hazardous wastes respectively, and Hg1, Hg2, Hg3, Hg4, Hg5, Hg m are the controlled values of mercury in the 1st, 2nd, 3rd, 4th, 5th, and mth hazardous wastes respectively, Each controlled condition can be represented by the following system of inequalities: D × A1 / D0 ≤ Q0 D × A2 / D0 ≤ M0 D × A3 / D0 ≤ N0 D × A4 / D0 ≤ S0 D × A5 / D0 ≤ Cl0 D × A6 / D0 ≤ F0 D × A7 / D0 ≤ Hg0 In the above formulas, D is the treatment scale matrix of the hazardous waste combination, A1 is the controlled value of the calorific value in each hazardous waste, A2 is the controlled value of the moisture in each hazardous waste, A3 is the controlled value of nitrogen in each hazardous waste, A4 is the controlled value of sulfur in each hazardous waste, A5 is the controlled value of chlorine in each hazardous waste, A6 is the controlled value of fluorine in each hazardous waste, and A7 is the controlled value of mercury in each hazardous waste.
4. The collaborative treatment and energy-saving and carbon-reduction method for hazardous wastes based on an intelligent platform according to claim 3, characterized in that, The weighted algorithm further includes: The calculation formulas of A1, A2, A3, A4, A5, A6, and A7 are as follows: A1 = [Q1, Q2, Q3, Q4, Q5…Q m T A2 = [M1, M2, M3, M4, M5…M m T A3 = [N1, N2, N3, N4, N5…N m T A4 = [S1, S2, S3, S4, S5…S m T A5 = [Cl1, Cl2, Cl3, Cl4, Cl5…Cl m T A6 = [F1, F2, F3, F4, F5…F m T A7 = [Hg1, Hg2, Hg3, Hg4, Hg5…Hg m T In the above formula, [ ] T is the transposed matrix.
5. A method for collaborative treatment of hazardous waste, energy conservation and carbon reduction based on an intelligent platform according to claim 1, characterized in that The step S2-3 includes the following content: The hazardous waste co-treatment and energy-saving and carbon-reduction calculation model calculates the direct CO2 emissions of hazardous waste. The calculation formula of the direct CO2 emissions of hazardous waste is as follows: CO 2,ed = ∑[FQ × (HV × 1000) × (EF / 1000)] In the above formula, CO 2,ed is the value of the direct CO2 emissions during hazardous waste treatment, with the unit of ton; FQ is the value of the fuel consumption during hazardous waste treatment, with the unit of ton; HV is the value of the lower heating value of the fuel, with the unit of MJ / kg or MJ / m³; EF is the value of the CO2 emission factor of the fuel, with the unit of kg CO2 / MJ. The hazardous waste co-treatment and energy-saving and carbon-reduction calculation model calculates the indirect CO2 emissions of hazardous waste. The calculation formula of the indirect CO2 emissions of hazardous waste is as follows: IE = (EQ × EF) / 1000 In the above formula, IE is the value of the CO2 emissions indirectly generated during the treatment of hazardous waste, with the unit of ton, EQ is the value of the energy consumed during the treatment of hazardous waste, with the unit of kilowatt-hour or gigajoule, and EF is the value of the emission factor corresponding to the hazardous waste, with the unit of kilogram of carbon dioxide per kilowatt-hour or kilogram of carbon dioxide per gigajoule. The calculation formula of the CO2 emissions generated by the incineration treatment of hazardous waste is as follows: CO 2,burn = ∑(A i × C i × DRE i ) × 44 / 12 In the above formula, CO 2,burn is the CO2 emission generated from the incineration treatment of hazardous waste, with the unit of ton, A i is the mass of hazardous waste, with the unit of ton, C i is the fixed carbon content of hazardous waste, with the unit of %, DRE i is the destruction and removal efficiency of hazardous waste, with the unit of %, and 44 / 12 is the conversion factor from C to CO2 The hazardous waste co-treatment and energy-saving and carbon-reduction calculation model calculates the total CO2 emissions of the incineration treatment of hazardous waste. The calculation formula of the total CO2 emissions of the incineration treatment of hazardous waste is as follows: CO 2,total = CO 2,ed + IE + CO 2,burn In the above formula, CO 2,burn is the CO2 emission generated by the incineration treatment of hazardous waste, with the unit of ton. CO 2,ed is the value of the total direct CO2 emission during the treatment of hazardous waste, with the unit of ton. IE is the value of the CO2 emission indirectly generated during the treatment of hazardous waste, with the unit of ton. The hazardous waste co-treatment and energy-saving and carbon-reduction calculation model calculates the CO2 emissions per unit of hazardous waste treatment and disposal volume. The calculation formula of the CO2 emissions per unit of hazardous waste treatment and disposal volume is as follows: CO 2,HW = CO 2,total / A HW In the above formula, CO 2,HW is the CO2 emission per unit of hazardous waste treatment and disposal, with the unit of ton, and CO 2,total is the total CO2 emission from the incineration treatment of hazardous waste, with the unit of ton, and A HW is the amount of hazardous waste treated and disposed, with the unit of ton. The total CO2 emissions of the incineration treatment of hazardous waste and the CO2 emissions per unit of hazardous waste treatment and disposal volume are used as the CO2 emissions after the co-treatment of hazardous waste. The second output module outputs the CO2 emissions after the co-treatment of hazardous waste to the data analysis module.
6. A method for collaborative treatment of hazardous waste, energy conservation and carbon reduction based on an intelligent platform according to claim 1, characterized in that The method further includes a smart platform, and the smart platform includes: A data center for processing the temporary storage data of hazardous waste and the comprehensive data of hazardous waste compatibility settings, A first input module for inputting the temporary storage data of hazardous waste and storing it in the data center. The hazardous waste data includes: the spatio-temporal capacity of the hazardous waste temporary storage warehouse, the temporary storage situation of hazardous waste, the physical properties of hazardous waste, the industrial production factors of hazardous waste, the harmful component of hazardous waste, and the hazard data of hazardous waste. A second input module for inputting the hazardous waste compatibility setting data and storing it in the data center. The comprehensive data of hazardous waste compatibility settings includes: the hazardous waste compatibility setting data and the hazardous waste incineration energy data. An algorithm library module for analyzing the temporary storage data of the hazardous waste and the comprehensive data of the hazardous waste compatibility settings. The algorithm library module includes: a compatibility matching model, a weighted matching model, and a calculation model for the co-processing of hazardous waste and energy conservation and carbon reduction. A first output module for outputting a hazardous waste compatibility treatment plan, where the hazardous waste compatibility treatment plan includes: a list of hazardous waste compatibility and hazardous waste treatment and disposal plans. A second output module for outputting the CO2 emissions after the co-processing of hazardous waste. A data analysis module for statistically analyzing the output contents of the first output module and the second output module.
Citation Information
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