嘉兴南湖10月厨余垃圾运载车效率评分数据

随着城市化进程的加快，城市垃圾产生量急剧增加，对垃圾收运系统的效率提出了更高要求。垃圾运载车辆作为城市垃圾收运系统的核心组成部分，其运载效率直接影响到垃圾处理的及时性、成本以及环境影响。因此，通过引入运载效率评分这一指标，对城市垃圾运载车辆进行精细化管理，成为提升城市垃圾收运系统效率的重要途径。 提升收运效率：通过运载效率评分，可以快速识别出高效和低效的运载车辆。对于低效车辆，可以通过调整收运路线、增加收运频次或替换更高效能的车辆来提升整体收运效率，确保垃圾得到及时清理。 降低成本：高运载效率意味着在相同的垃圾收运量下，所需车辆数量减少，油耗和维修成本降低。这对于城市垃圾处理部门而言，是节约运营成本、提升经济效益的关键。 优化资源配置：运载效率评分还可以作为资源配置的依据。根据评分结果，可以合理调配车辆资源，避免车辆闲置或过度使用，实现资源的最优配置。 促进环境友好：提升运载效率有助于减少车辆在路上的行驶时间和次数，从而降低噪音污染和尾气排放，促进城市环境的可持续发展。一、数据采集：原始数据来自公司业务采集数据，包含车牌号、自编号、称重时间、毛重等原始数据字段，并对车牌号等敏感信息进行加密处理。
二、算法规则： 运载效率评分 ：利用每辆车的装载率进行计算。采用线性转换公式将这一比例转化为评分。装载率：（毛重-皮重）/额定载重量。其中额定载重量根据车辆不同分为3、5、8吨三种型号。单车最大载重量，根据车型不同在运载效率评分=单车月均装载率*10；全区月均运载效率评分=全区月均装载率*10。 是否预警：设置单车运载预警规则，以运载评分7分为及格线，低于7分的进行预警，标记为需运载优化车辆。

With the accelerating pace of urbanization, the volume of municipal solid waste (MSW) has increased dramatically, placing higher demands on the efficiency of urban waste collection and transportation systems. Waste collection and transportation vehicles, the core component of such systems, directly dictate the timeliness, cost, and environmental impact of waste disposal. Therefore, introducing the transportation efficiency score indicator to implement refined management of municipal waste collection and transportation vehicles has become an important approach to enhancing the efficiency of urban waste collection and transportation systems.

### Improve Collection and Transportation Efficiency
Through the transportation efficiency score, efficient and inefficient collection vehicles can be quickly identified. For inefficient vehicles, overall collection and transportation efficiency can be improved by adjusting collection routes, increasing collection frequencies, or replacing vehicles with higher efficiency, ensuring timely waste clearance.

### Reduce Operating Costs
High transportation efficiency means fewer vehicles are required for the same volume of waste collection and transportation, alongside lower fuel consumption and maintenance costs. This is a critical measure for municipal waste management authorities to reduce operating expenses and improve economic benefits.

### Optimize Resource Allocation
The transportation efficiency score can also serve as a basis for resource allocation. Based on the score results, vehicle resources can be reasonably deployed to avoid vehicle idling or overuse, achieving optimal resource allocation.

### Promote Environmental Friendliness
Enhancing transportation efficiency helps reduce the driving time and number of trips of vehicles, thereby lowering noise pollution and exhaust emissions, and promoting the sustainable development of urban environments.

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1. Data Collection
The original data is sourced from the company's operational business collection data, including fields such as license plate number, self-assigned vehicle ID, weighing time, gross weight, etc. Sensitive information such as license plate numbers has been encrypted.

2. Algorithm Rules
#### Transportation Efficiency Score
Calculated using each vehicle's loading rate, with a linear transformation formula applied to convert this ratio into a score. Loading Rate = (Gross Weight - Tare Weight) / Rated Load Capacity. The rated load capacity is categorized into three vehicle types: 3 tons, 5 tons, and 8 tons. Single-vehicle maximum load capacity varies by vehicle model. Single-vehicle monthly average transportation efficiency score = Single-vehicle monthly average loading rate * 10; Regional monthly average transportation efficiency score = Regional monthly average loading rate * 10.

#### Early Warning Mechanism
A single-vehicle transportation early warning rule is established, with a cutoff score of 7 as the passing line. Vehicles with a score below 7 points will trigger an early warning and be marked as vehicles requiring transportation optimization.

搜集汇总

数据集介绍

特点

该数据集记录了嘉兴南湖区10月份厨余垃圾运载车的运营数据，包括车牌号、称重时间、装载率和运载效率评分等信息，旨在通过精细化管理提升垃圾收运系统的效率和环境友好性。