浙江工业企业二氯乙烷处理降碳排放评价数据

通过企业二氯乙烷处理，减少化石能源消耗，提高固碳和碳捕捉技术水平，降低能耗，清洁环保，不产生二次污染，实现了近零排放和废弃物的循环利用。为同行业企业二氯乙烷处理量转化碳排放量提供数据支持。1、数据来源：数据来源于本企业每日入库二氯乙烷，以及处理二氯乙烷的数据 2、废物处理量相关指标系数 ：a=Y/X。Y：处理后吨数；X：入库吨计量。采用一元线性回归模型，其中Y是目标变量，X是输入特征，而a是模型需要学习的参数。通过以往采集到的数据，对模型进行训练得到a的值为0.98，使得Y尽可能准确地反映出X的实际影响。3、企业降低二氧化碳排放量指标系数：a=Y/X。Y:降低二氧化碳排放量;X:处理后吨数.本系数采用一元线性回归模型，其中Y是目标变量，X是输入特征，而a是模型需要学习的参数。通过以往采集到的数据，对模型进行训练得到a的值为0.4，使得Y尽可能准确地反映出X的实际影响。降低二氧化碳排放量=0.4*处理后吨数。4、通过对企业危险废弃物的高效处理，减少化石能源消耗，提高固碳和碳捕捉技术水平，降低能耗，实现碳排放达标。

This dataset is developed based on enterprise ethylene dichloride (EDC) treatment processes, which reduces fossil energy consumption, improves carbon sequestration and carbon capture technology levels, lowers energy consumption, is clean and environmentally friendly without secondary pollution, achieves near-zero emissions and waste recycling, and provides data support for converting EDC treatment volume into carbon emissions for peer enterprises.
1. Data Source: The data is collected from the daily inbound EDC inventory and EDC treatment data of the enterprise.
2. Waste treatment volume-related indicator coefficient: a = Y/X. Where Y represents the tonnage after treatment, and X represents the inbound tonnage measurement. A univariate linear regression model is adopted, in which Y is the target variable, X is the input feature, and a is the parameter to be learned by the model. Trained with previously collected data, the model yields a value of 0.98 for a, enabling Y to accurately reflect the actual impact of X.
3. Enterprise carbon dioxide emission reduction indicator coefficient: a = Y/X. Where Y represents the reduced carbon dioxide emission amount, and X represents the tonnage after treatment. This coefficient uses a univariate linear regression model, where Y is the target variable, X is the input feature, and a is the parameter to be learned by the model. Trained with previously collected data, the model yields a value of 0.4 for a, enabling Y to accurately reflect the actual impact of X. Reduced carbon dioxide emission amount = 0.4 × tonnage after treatment.
4. Through efficient treatment of hazardous wastes in the enterprise, fossil energy consumption is reduced, carbon sequestration and carbon capture technologies are improved, energy consumption is lowered, and carbon emission compliance is achieved.

搜集汇总

数据集介绍

特点

该数据集记录了浙江工业企业二氯乙烷处理过程中的入库吨数、处理后吨数及降低的二氧化碳排放量，旨在通过数据分析支持碳排放减少和废弃物循环利用。数据集每日更新，包含1053条记录，适用于制造业企业评估和优化二氯乙烷处理工艺以降低碳排放。