浙江工业企业含铬废水处理降碳排放评价数据

通过企业含铬废水处理，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。为同行业企业含铬废水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含铬废水，以及处理含铬废水的数据 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 enterprise's chromium-containing wastewater treatment process reduces fossil energy consumption, enhances carbon sequestration and carbon capture technologies, lowers energy usage, is environmentally friendly with no secondary pollution, and achieves near-zero discharge and waste recycling. It provides data support for transforming chromium-containing wastewater treatment volume into carbon emissions for enterprises in the same industry.
1. Data Source: The data is collected from the daily inbound chromium-containing wastewater and the chromium-containing wastewater treatment data of this enterprise.
2. Indicator Coefficient for Waste Treatment Volume: 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 as much as possible.
3. Indicator Coefficient for Enterprise Carbon Dioxide Emission Reduction: a = Y/X. Where Y represents the reduced carbon dioxide emissions, and X represents the tonnage after treatment. This coefficient adopts 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 as much as possible. Reduced carbon dioxide emissions = 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 enhanced, energy usage is lowered, and carbon emission standards are met.

搜集汇总

数据集介绍

特点

该数据集记录了浙江工业企业含铬废水处理的相关数据，包括入库吨计量、处理后吨数及降低二氧化碳排放量等关键指标，旨在通过数据分析支持降碳排放和废弃物循环利用。数据规模为1060条，每日更新，适用于制造业企业含铬废水处理的碳排放评估和优化。