Leveraging Comprehensive Data Sets for Electric Vehicles


A Study on Key Parameters for Battery Electric Trucks and Buses

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In the pursuit of revolutionizing the Electric Vehicle (EV) landscape, CANGO has embarked on a groundbreaking endeavor to implement a cutting-edge data set specifically tailored for EVs.

With a focused emphasis on Battery Electric Trucks and Buses (BEV), this study delves into the meticulous efforts made by CANGO to develop a comprehensive data set that empowers businesses and fleet operators with unparalleled insights.

This pioneering initiative by CANGO marks a pivotal milestone in the journey towards a greener and more sustainable future for the electric mobility industry.

Unlocking the Power of BEV Data

Why is it important?

Overcoming Challenges and Maximizing Efficiency in
Electric Fleets
The Importance of Embracing Data-Driven Solutions in the Electric Vehicle Industry
  • With the rapid acceleration of Battery Electric Vehicles (BEVs) adoption, businesses and fleet operators find themselves confronted with an array of challenges in effectively leveraging the sheer magnitude of data generated by these cutting-edge vehicles.
  • The task of extracting meaningful insights from this wealth of BEV data becomes paramount in the quest for enhancing operational efficiency and optimizing charging infrastructure. By diligently monitoring battery performance and predicting maintenance needs, businesses can proactively address potential issues, ensuring the seamless and uninterrupted operation of their electric fleets.
  • Beyond the imperative of reliability, the valuable insights gleaned from BEV data hold the key to maximizing overall efficiency, enabling businesses to fine-tune their strategies and contribute significantly to the broader vision of sustainable transportation.
√ Efficient Resource Allocation
Enhanced Performance
Sustainability and Emissions Reduction
Informed Decision-Making
The bus through the tunnel in Guangzhou, China

CANGO’s Comprehensive Data Set for BEVs:

Key Parameters in CANGO’s BEV Data Set

Recognizing the significance of data-driven insights in the electric vehicle ecosystem, CANGO has taken the initiative to implement a specialized data set for BEVs, encompassing a wide range of important parameters
√ By collecting and analyzing this data, businesses can gain a deeper understanding of their BEV fleet’s performance.
√ The data-driven insights empower businesses to make informed decisions based on real-time and accurate information.
Utilizing the comprehensive data set enables businesses to optimize their operations, fine-tuning strategies for enhanced efficiency and performance.
 Monitoring Battery State of Charge (SOC) empowers businesses to implement optimal charging schedules, ensuring efficient utilization of resources and extending the lifespan of the battery.
 CANGO’s comprehensive data set on energy consumption reveals factors influencing efficiency, such as driving behaviour and external conditions, enabling businesses to identify areas for energy optimization and boost overall performance.


Unlocking the Power of BEV Data Insights by Driving Performance and Efficiency
  • Battery State of Charge (SOC): Monitoring the SOC allows businesses to track the remaining battery capacity, optimize charging schedules, and ensure efficient utilization of resources. Accurate SOC data aids in range estimation and enables proactive planning.

  • Energy Consumption: CANGO’s data set includes detailed insights into energy consumption, providing visibility into factors affecting efficiency, such as driving behavior, external conditions, and accessory power usage. This data allows businesses to identify opportunities for energy optimization and improve overall performance.

  • Battery Health Monitoring: By monitoring key parameters such as battery temperature, voltage, and capacity, businesses can proactively identify potential battery degradation or malfunctions. This information enables timely maintenance, ensuring the longevity and performance of the BEV fleet.

  • Vehicle Diagnostics: Businesses can utilize this information to swiftly address issues, minimize downtime, and optimize the overall reliability and safety of their BEVs.

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