Cargo transportation carbon emission accounting system and method
By designing a cargo transportation carbon emission accounting system that integrates cargo identification, oil volume collection, positioning and carbon emission accounting modules, the complexity of carbon emission accounting for individual cargoes in the transportation of various types of goods has been solved, and efficient and accurate carbon emission accounting has been achieved.
Patent Information
- Application Number
- CN202411613228.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-13
- Publication Date
- 2025-03-25
AI Technical Summary
It is difficult for the prior art to accurately calculate the carbon emissions of a single cargo in the transportation of multiple types of cargoes, especially when the cargo is loaded and unloaded multiple times, the accounting results are low in accuracy and complex in the process.
A cargo transportation carbon emission accounting system is designed, including a cargo identification module, an oil volume acquisition module, a positioning module and a carbon emission accounting module. The system uses RFID technology to identify cargo information, collects the fuel consumption and mileage of the transport vehicle in real time, and calculates the total carbon emissions between transportation points and the unit mass carbon emissions of the cargo based on these data.
Accurate and efficient accounting of carbon emissions of individual goods in the transportation of various types of goods, simplifying the accounting process and improving the accuracy of results.
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Figure CN119692593A_ABST
Abstract
Description
Technical Field
[0001] The present invention belongs to the field of carbon emissions, and in particular relates to a system and method for calculating carbon emissions from cargo transportation. Background Art
[0002] As one of my country's four major carbon emission industries, with the gradual implementation of the "dual carbon" policy, various enterprises, projects and products in the transportation field have gradually carried out carbon emission accounting. The carbon emission accounting method for specific goods is to calculate the total carbon emissions based on the total energy consumption of a certain transportation of goods, and then allocate it based on the quantity of goods transported, dividing the total carbon emissions by the total quantity of goods to obtain the transportation carbon emissions of a single goods.
[0003] This method is suitable for calculating the carbon emissions from the transportation of goods of the same mass. However, in the actual transportation of goods, there are often multiple types of goods transported in a single trip and multiple loading and unloading of goods during the transportation process. If the existing method is still used to calculate the carbon emissions from the transportation of a single cargo, not only will the calculation results be inaccurate, but the calculation process will also be complex and difficult. Summary of the invention
[0004] In view of the above problems, the technical solution adopted by the present invention is: a cargo transportation carbon emission accounting system, the system comprising:
[0005] A cargo identification module, installed on the transport vehicle and the cargo, for identifying cargo information loaded on the transport vehicle;
[0006] An oil quantity collection module is installed on the transport vehicle and is used to collect the remaining oil quantity of the transport vehicle;
[0007] A positioning module, installed on the transport vehicle, for collecting the mileage of the transport vehicle;
[0008] The carbon emission accounting module is in communication with the cargo identification module, the fuel consumption collection module and the positioning module, and is used to calculate the total carbon emissions between transportation points based on fuel consumption and mileage, and calculate the carbon emissions per unit mass of the cargo based on the cargo information.
[0009] Optionally, the cargo identification module includes an RFID reader installed on the transport vehicle and an RFID tag installed on the cargo, and the cargo information includes cargo name, cargo weight and cargo code.
[0010] Optionally, the carbon emission accounting module includes an accounting model for total carbon emissions, and the model algorithm is as follows:
[0011] E 总 =E 直接 +E 间接
[0012] E 直接 =E 二氧化碳 +E 甲烷 +E 氧化亚氮
[0013] Among them, E 总 is the total carbon emissions generated by freight transportation, E 直接 Direct carbon emissions from freight transportation, E 间接 Indirect carbon emissions from freight transportation, E 二氧化碳 is the carbon dioxide emissions from gasoline combustion, E 甲烷 is the methane emission equivalent produced by gasoline combustion, E 氧化亚氮 It is the equivalent of nitrous oxide emissions produced by gasoline combustion.
[0014] Optionally, the E 间接 The calculation formula is as follows:
[0015] E 间接 =M×L
[0016] Among them, M is the gasoline consumption and L is the carbon emission factor of gasoline production.
[0017] Optionally, the E 二氧化碳 、E 甲烷 、E 氧化亚氮 The calculation formula is as follows:
[0018] E 二氧化碳 =M×NCV×CC×OF×44 / 12
[0019] E 甲烷 =K×EF 甲烷 ×GWP 甲烷
[0020] E 氧化亚氮 =K×EF 氧化亚氮 ×GWP 氧化亚氮
[0021] Among them, M is gasoline consumption, NCV is the average lower calorific value of gasoline, CC is the carbon content per unit calorific value of gasoline, OF is the carbon oxidation rate of gasoline, 44 / 12 is the molecular weight ratio of carbon dioxide and carbon, K is the mileage, EF is 甲烷 is the emission factor of methane, GWP 甲烷 is the global warming potential of methane, EF 氧化亚氮 is the emission factor for nitrous oxide, GWP 氧化亚氮 is the global warming potential of nitrous oxide.
[0022] Optionally, the accounting system also includes a comparison module, which is used to trigger the cargo identification module to identify the cargo information when the transport vehicle is started, and compare the cargo information to determine whether the cargo is loaded and unloaded, and trigger the carbon emission accounting module to calculate the carbon emissions when the judgment is yes.
[0023] Optionally, the algorithm used by the carbon emission accounting module to calculate the carbon emission per unit mass of goods is as follows:
[0024] E 单位 =E 总 / G all
[0025] Among them, E 单位 The carbon emissions per unit mass of goods generated in this cargo transportation, G all The total weight of the cargo transported by this transport vehicle.
[0026] And, a method for calculating carbon emissions from cargo transportation, the method comprising the following steps:
[0027] Identifying cargo information loaded on the transport vehicle based on a cargo identification module installed on the transport vehicle;
[0028] Obtaining the fuel consumption of the transport vehicle between transport points based on the fuel quantity collection module;
[0029] Acquire the mileage of the transport vehicle between transport points based on the positioning module;
[0030] The total carbon emissions between transportation points are calculated based on the fuel consumption and mileage, and the carbon emissions per unit mass of the cargo are calculated based on the cargo information.
[0031] Optionally, the calculation method further comprises the following steps:
[0032] When the transport vehicle is started, triggering the acquisition and identification module to identify the cargo information loaded on the transport vehicle;
[0033] Compare the current cargo information with the cargo information obtained last time to determine whether the cargo has been loaded or unloaded;
[0034] If the judgment is yes, the carbon emission accounting module is triggered to calculate the carbon emissions.
[0035] Optionally, in the step of calculating the total carbon emissions between transportation points according to the fuel consumption and mileage, the model algorithm includes:
[0036] E 总 =E 直接 +E 间接
[0037] E直接 =E 二氧化碳 +E 甲烷 +E 氧化亚氮
[0038] E 间接 =M×L
[0039] E 二氧化碳 =M×NCV×CC×OF×44 / 12
[0040] E 甲烷 =K×EF 甲烷 ×GWP 甲烷
[0041] E 氧化亚氮 =K×EF 氧化亚氮 ×GWP 氧化亚氮
[0042] Among them, E 总 is the total carbon emissions generated by freight transportation, E 直接 Direct carbon emissions from freight transportation, E 间接 Indirect carbon emissions from freight transportation, E 二氧化碳 is the carbon dioxide emissions from gasoline combustion, E 甲烷 is the methane emission equivalent produced by gasoline combustion, E 氧化亚氮 is the nitrous oxide emission equivalent produced by gasoline combustion, M is gasoline consumption, L is the production carbon emission factor of gasoline, NCV is the average lower calorific value of gasoline, CC is the carbon content per unit calorific value of gasoline, OF is the carbon oxidation rate of gasoline, 44 / 12 is the molecular weight ratio of carbon dioxide and carbon, K is the mileage, EF is the average lower calorific value of gasoline, 甲烷 is the emission factor of methane, GWP 甲烷 is the global warming potential of methane, EF 氧化亚氮 is the emission factor for nitrous oxide, GWP 氧化亚氮 is the global warming potential of nitrous oxide.
[0043] Due to the adoption of the above technical solution, the present invention has the following beneficial effects: accurate and efficient calculation of carbon emissions of individual goods in the transportation of multiple types of goods is achieved, and the carbon emissions can be calculated after the transportation of the goods is completed.
[0044] Other features and advantages of the present invention will be described in the following description, and partly become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention can be realized and obtained by the structures pointed out in the description, claims and drawings. BRIEF DESCRIPTION OF THE DRAWINGS
[0045] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.
[0046] Figure 1 A schematic diagram of a cargo transportation carbon emission accounting system according to an embodiment of the present invention is shown. DETAILED DESCRIPTION
[0047] In order to make the purpose, technical solution and advantages of the embodiments of the present invention clearer, the technical solution in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.
[0048] Embodiment 1
[0049] like Figure 1 As shown, the cargo transportation carbon emission accounting system of the embodiment of the present invention includes a cargo identification module, an oil quantity collection module, a positioning module and a carbon emission accounting module. Specifically, the cargo identification module is installed on the transport vehicle and the cargo, the oil quantity collection module and the positioning module are both installed on the transport vehicle, the cargo identification module is used to identify the cargo information loaded on the transport vehicle, the oil quantity collection module is used to collect the remaining oil quantity of the transport vehicle, and the positioning module is used to collect the mileage of the transport vehicle. The carbon emission accounting module is communicatively connected with the cargo identification module, the oil consumption collection module and the positioning module, receives data information from the cargo identification module, the oil consumption collection module and the positioning module, and is used to calculate the total carbon emissions between transportation points according to the fuel consumption and mileage, and calculate the carbon emissions per unit mass of the cargo based on the cargo information.
[0050] The accounting system also includes a comparison module, which is used to trigger the cargo identification module to identify cargo information and compare cargo information when the transport vehicle is started to determine whether cargo is loaded and unloaded, and trigger the carbon emission accounting module to calculate carbon emissions when the determination is yes.
[0051] The cargo identification module includes an RFID reader installed on the transport vehicle and an RFID tag installed on the cargo. The cargo information includes cargo name, cargo weight and cargo code. Specifically, the cargo identification module also includes configuration equipment such as gain antenna, router, power supply, etc. The RFID reader needs to be powered on and connected to a 4G router. The number of gain antennas depends on the size of the transport vehicle. They are distributed and fixedly installed inside the transport vehicle compartment and connected to the RFID reader.
[0052] Before a transport vehicle carries out a task of transporting a batch of goods, it needs to enter the basic information of the batch of goods into the cargo transportation carbon emission accounting system in advance, including the name of the goods, the weight of the goods G-name and the epc number (i.e. the cargo code) of the bound tag. The epc number of the tag needs to be read and entered using an RFID reader. After the basic information of the goods is entered, the RFID tag needs to be affixed to the corresponding bound goods for scanning and identifying the goods during transportation.
[0053] In the carbon emission accounting module, the accounting model of total carbon emissions is included. The carbon emissions generated during the transportation of goods include direct carbon emissions from gasoline combustion and indirect carbon emissions from gasoline production. Therefore, the model algorithm is as follows:
[0054] E 总 =E 直接 +E 间接
[0055] Among them, E 总 is the total carbon emissions generated by freight transportation, E 直接 Direct carbon emissions from freight transportation, E 间接 Indirect carbon emissions from the transportation of goods.
[0056] The greenhouse gases produced by gasoline during combustion include not only carbon dioxide, but also methane and nitrous oxide. Therefore:
[0057] E 直接 =E 二氧化碳 +E 甲烷 +E 氧化亚氮
[0058] Among them, E 二氧化碳 is the carbon dioxide emissions from gasoline combustion, E 甲烷 is the methane emission equivalent produced by gasoline combustion, E 氧化亚氮 It is the equivalent of nitrous oxide emissions produced by gasoline combustion.
[0059] The E 二氧化碳 、E 甲烷 、E 氧化亚氮 The calculation formula is as follows:
[0060] E 二氧化碳 =M×NCV×CC×OF×44 / 12
[0061] E 甲烷 =K×EF 甲烷 ×GWP 甲烷
[0062] E 氧化亚氮 =K×EF 氧化亚氮 ×GWP 氧化亚氮
[0063] Among them, M is gasoline consumption, NCV is the average lower calorific value of gasoline, CC is the carbon content per unit calorific value of gasoline, OF is the carbon oxidation rate of gasoline, 44 / 12 is the molecular weight ratio of carbon dioxide and carbon, K is the mileage, EF is 甲烷 is the emission factor of methane, GWP 甲烷 is the global warming potential of methane, EF 氧化亚氮 is the emission factor for nitrous oxide, GWP 氧化亚氮 is the global warming potential of nitrous oxide.
[0064] The E 间接 The calculation formula is as follows:
[0065] E 间接 =M×L
[0066] Among them, M is the gasoline consumption and L is the carbon emission factor of gasoline production.
[0067] The algorithm used by the carbon emission accounting module to calculate the carbon emissions per unit mass of goods is as follows:
[0068] E 单位 =E 总 / G all
[0069] Among them, E 单位 The carbon emissions per unit mass of goods generated in this cargo transportation, G all The total weight of the cargo transported by this transport vehicle.
[0070] The algorithm for obtaining the carbon emissions generated by each cargo transportation is as follows:
[0071] E name =E 单位 ×G name
[0072] Among them, E name The carbon emissions generated by the corresponding goods in this cargo transportation, G name The weight of the goods with the corresponding name.
[0073] Embodiment 2
[0074] Based on the above-mentioned embodiment of the cargo transportation carbon emission accounting system, the embodiment of the present invention provides a cargo transportation carbon emission accounting method, comprising the following steps:
[0075] S1: Before executing a transportation task that requires calculating carbon emissions of goods, maintain the values and units corresponding to the basic parameters of the accounting model in the system, and enter the basic information of the vehicle, including the license plate number and the reader number installed on the vehicle;
[0076] S2: After the goods with RFID tags are moved to the transport vehicle, the vehicle starts at location a, the RFID reader is powered on, and the gain antenna begins to scan and read the tag epc number of the goods on the vehicle, and transmits it to the accounting system through the 4G router and stores it in the database. The fuel collection module collects the remaining fuel M of the transport vehicle after power is turned on. a , the positioning module reports the vehicle’s current driving trajectory K in real time a To the accounting system, stored in the database;
[0077] S3: When the transport vehicle stops at location b and starts again, the RFID reader will scan the tag on the transport vehicle again and upload the scanned tag epc number to the accounting system and store it in the database. At the same time, the comparison module will compare it with the tag epc number obtained last time to determine whether the goods are loaded or unloaded. If so, carbon emissions need to be calculated, triggering the carbon emissions accounting module to calculate carbon emissions. At the same time, the fuel collection module collects the remaining fuel M of the transport vehicle. b , the positioning module reports the vehicle’s current driving trajectory K in real time b To the accounting system and stored in the database.
[0078] Specifically, the judgment results of the comparison module are divided into the following situations:
[0079] ① The epc number of the comparison tag has not changed, which means that the transport vehicle did not load or unload goods after it stopped driving;
[0080] ② Compare the labels with only multiple epc numbers, which means that the transport vehicle was loaded with goods after it stopped driving;
[0081] ③ Compare the labels with only a few EPC numbers, which means that the transport vehicle stopped driving and unloaded the goods;
[0082] ④ Comparing the epc numbers of the tags that have both more and less, it means that after the transport vehicle stopped driving, the goods were loaded and unloaded at the same time.
[0083] S4: The carbon emission calculation module calculates the total carbon emissions between the transport points based on the fuel consumption and mileage, and calculates the carbon emissions per unit mass of the goods based on the cargo information. The total carbon emissions E from point a to point b are obtained according to the algorithm formula in Example 1. a-b for:
[0084] E a-b =M a-b ×NCV×CC×OF×44 / 12+K a-b ×EF 甲烷 ×GWP 甲烷 +K a-b ×EF 氧化亚氮 ×GWP 氧化亚 +M×L
[0085] Thus, the carbon emissions per unit mass generated by the transport vehicle from point a to point b are obtained: (a-b)单位 for:
[0086] E (a-b)单位 =E a-b / G all
[0087] The carbon emissions generated by each cargo transportation (a-b)name for:
[0088] E (a-b)name =E (a-b)单位 ×G name
[0089] In step S3, situation ① indicates that the transport point has not yet been reached, so there is no need to calculate the carbon emissions of the goods. It is only necessary to record the fuel consumption, mileage and other information corresponding to the current transport point, and summarize the fuel consumption and mileage information after arriving at the transport point, and then calculate the carbon emissions; situation ② indicates that the transport point of the goods has not yet been reached. At this time, the fuel consumption, mileage and other information corresponding to the current transport point are recorded, and the carbon emissions from a to b are calculated first. In some other embodiments, the relevant information can also be recorded and the carbon emissions are calculated after the transport of the goods is completed; situations ③④ indicate that some goods have arrived at the transport point, so the carbon emissions of the goods need to be calculated.
[0090] When the goods arrive at b, they are not unloaded and need to be transported to the next transportation point, e. Therefore, after arriving at e from b, the unit mass emission E from b to e is calculated based on the above formula. (b-e)单位 , thereby calculating the total carbon emissions of each cargo.
[0091] Based on this embodiment, cargo accounting is performed each time the transport vehicle is started, and carbon emissions are calculated when the cargo changes. The calculation process is more automated and intelligent, and can adapt to a variety of transportation situations. At the same time, the method of only calculating carbon emissions when the cargo changes reduces a certain amount of computing power.
[0092] Embodiment 3
[0093] After arriving at the transportation location, it is not necessary to unload all the goods, but only unload part of the goods, and then go to the next transportation location to transport the remaining goods. Therefore, there is a need to quickly calculate the carbon emissions of the unloaded goods. In this embodiment, according to the first embodiment, it can be obtained:
[0094] E 卸载 =E 单位 ×G 卸载
[0095] Among them, E 卸载 The carbon emissions generated during the transportation of all the goods unloaded this time, G 卸载 It is the sum of the weights of all cargo unloaded.
[0096] Embodiment 4
[0097] In the actual cargo transportation process, there is often a situation where the fuel is insufficient and needs to be refueled. If the transport vehicle travels from place A to place B and refuels at place C, the total carbon emissions generated by the transport vehicle transporting the entire vehicle from place A to place B are E a-b The fuel consumption M in the calculation algorithm a-b The calculation needs to be adjusted to:
[0098] M a-b =(M a -M c1 )+(M c2 -M b )
[0099] Among them, M c1 M is the final remaining oil volume collected before the transport vehicle drives to c for refueling. c2 The initial remaining fuel volume of the transport vehicle after refueling at location c.
[0100] In the current invention, the fuel quantity collection module needs to monitor the remaining fuel quantity of the transport vehicle in real time to determine the time for refueling the transport vehicle, so as to accurately calculate the fuel consumption of the transport vehicle during driving. During the driving process of the transport vehicle, the fuel quantity should be gradually reduced. If the system detects that the fuel quantity suddenly increases a lot at a certain moment, the moment will be marked as the refueling time.
[0101] The above is only a preferred embodiment of the present invention, and does not limit the present invention in any form. Although the present invention has been disclosed as a preferred embodiment as above, it is not used to limit the present invention. Any technician familiar with this profession can make some changes or modifications to equivalent embodiments of equivalent changes using the technical contents disclosed above without departing from the scope of the technical solution of the present invention. However, any simple modification, equivalent change and modification made to the above embodiments based on the technical essence of the present invention without departing from the content of the technical solution of the present invention still fall within the scope of the technical solution of the present invention.
Claims
1. A cargo transportation carbon emissions accounting system, characterized in that: The system comprises: A cargo identification module, installed on the transport vehicle and the cargo, for identifying cargo information loaded on the transport vehicle; An oil quantity collection module is installed on the transport vehicle and is used to collect the remaining oil quantity of the transport vehicle; A positioning module, installed on the transport vehicle, for collecting the mileage of the transport vehicle; The carbon emission accounting module is in communication with the cargo identification module, the fuel consumption collection module and the positioning module, and is used to calculate the total carbon emissions between transportation points based on fuel consumption and mileage, and calculate the carbon emissions per unit mass of the cargo based on the cargo information.
2. The cargo transportation carbon emission accounting system according to claim 1, characterized in that: The cargo identification module includes an RFID reader installed on the transport vehicle and an RFID tag installed on the cargo. The cargo information includes cargo name, cargo weight and cargo code.
3. The cargo transportation carbon emission accounting system according to claim 1, characterized in that: The carbon emission accounting module includes a total carbon emission accounting model, and the model algorithm is as follows: AND 总 =And 直接 +E 间接 AND 直接 =And 二氧化碳 +E 甲烷 +E 氧化亚氮 Among them, E 总 is the total carbon emissions generated by freight transportation, E 直接 Direct carbon emissions from freight transportation, E 间接 Indirect carbon emissions from freight transportation, E 二氧化碳 is the carbon dioxide emissions from gasoline combustion, E 甲烷 is the methane emission equivalent produced by gasoline combustion, E 氧化亚氮 It is the equivalent of nitrous oxide emissions produced by gasoline combustion.
4. The cargo transportation carbon emission accounting system according to claim 1, characterized in that: The E 间接 The calculation formula is as follows: AND 间接 =M×L Among them, M is the gasoline consumption and L is the carbon emission factor of gasoline production.
5. The cargo transportation carbon emission accounting system according to claim 1, characterized in that: The E 二氧化碳 、E 甲烷 、E 氧化亚氮 The calculation formula is as follows: AND 二氧化碳 =M×NCV×CC×OF×44 / 12 AND 甲烷 =K×EF 甲烷 ×GWP 甲烷 AND 氧化亚氮 =K×EF 氧化亚氮 ×GWP 氧化亚氮 Among them, M is gasoline consumption, NCV is the average lower calorific value of gasoline, CC is the carbon content per unit calorific value of gasoline, OF is the carbon oxidation rate of gasoline, 44 / 12 is the molecular weight ratio of carbon dioxide and carbon, K is the mileage, EF is 甲烷 is the emission factor of methane, GWP 甲烷 is the global warming potential of methane, EF 氧化亚氮 is the emission factor for nitrous oxide, GWP 氧化亚氮 is the global warming potential of nitrous oxide.
6. The cargo transportation carbon emission accounting system according to any one of claims 1 to 6, characterized in that: The accounting system also includes a comparison module, which is used to trigger the cargo identification module to identify cargo information and compare cargo information when the transport vehicle is started to determine whether cargo is loaded and unloaded, and trigger the carbon emission accounting module to calculate carbon emissions when the determination is yes.
7. The cargo transportation carbon emission accounting system according to claim 2, characterized in that: The algorithm used by the carbon emission accounting module to calculate the carbon emissions per unit mass of goods is as follows: E 单位 =E 总 / G all Among them, E 单位 The carbon emissions per unit mass of goods generated in this cargo transportation, G all The total weight of the cargo transported by this transport vehicle.
8. A method for calculating carbon emissions from cargo transportation, characterized in that: The calculation method comprises the following steps: Identifying cargo information loaded on the transport vehicle based on a cargo identification module installed on the transport vehicle; Obtaining the fuel consumption of the transport vehicle between transport points based on the fuel quantity collection module; Acquire the mileage of the transport vehicle between transport points based on the positioning module; The total carbon emissions between transportation points are calculated based on the fuel consumption and mileage, and the carbon emissions per unit mass of the cargo are calculated based on the cargo information.
9. The method for calculating carbon emissions from cargo transportation according to claim 8, characterized in that: The calculation method further comprises the following steps: When the transport vehicle is started, triggering the acquisition and identification module to identify the cargo information loaded on the transport vehicle; Compare the current cargo information with the cargo information obtained last time to determine whether the cargo has been loaded or unloaded; If the judgment is yes, the carbon emission accounting module is triggered to calculate the carbon emissions.
10. The method for calculating carbon emissions from cargo transportation according to claim 8, characterized in that: In the step of calculating the total carbon emissions between transportation points based on the fuel consumption and mileage, the model algorithm includes: AND 总 =And 直接 +E 间接 AND 直接 =And 二氧化碳 +E 甲烷 +E 氧化亚氮 AND 间接 =M×L AND 二氧化碳 =M×NCV×CC×OF×44 / 12 AND 甲烷 =K×EF 甲烷 ×GWP 甲烷 AND 氧化亚氮 =K×EF 氧化亚氮 ×GWP 氧化亚氮 Among them, E 总 is the total carbon emissions generated by freight transportation, E 直接 Direct carbon emissions from freight transportation, E 间接 Indirect carbon emissions from freight transportation, E 二氧化碳 is the carbon dioxide emissions from gasoline combustion, E 甲烷 is the methane emission equivalent produced by gasoline combustion, E 氧化亚氮 is the nitrous oxide emission equivalent produced by gasoline combustion, M is gasoline consumption, L is the production carbon emission factor of gasoline, NCV is the average lower calorific value of gasoline, CC is the carbon content per unit calorific value of gasoline, OF is the carbon oxidation rate of gasoline, 44 / 12 is the molecular weight ratio of carbon dioxide and carbon, K is the mileage, EF is the average lower calorific value of gasoline, 甲烷 is the emission factor of methane, GWP 甲烷 is the global warming potential of methane, EF 氧化亚氮 is the emission factor for nitrous oxide, GWP 氧化亚氮 is the global warming potential of nitrous oxide.