Electric Vehicle Smart Charging Symbols List

A 5.5 KB Excel file containing a list of symbols related to smart charging algorithms for electric vehicles. The dataset was created by Felix Wieberneit and last updated on April 22, 2026. It supports research demonstrating a potential 37% annual reduction in carbon intensity from controlled EV charging.

Use Cases

• Developing model predictive control algorithms based on the described smart charging framework.
• Analyzing carbon emission reductions from flexible EV charging based on the 37% annual reduction claim.
• Studying the impact of user-provided state-of-charge estimates on charging optimization.
• Simulating grid-average CO2 emissions over multi-day forecast windows as described in the associated paper.

Strengths

• File size is precisely 5.5 KB, indicating a focused dataset.
• License is clearly defined as CC-BY-4.0, enabling open reuse.
• Last update timestamp is provided (2026-04-22 17:36:08).

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The dataset's specific content and structure are not detailed beyond being a 'list of symbols'.

Provenance

Source

Felix Wieberneit via figshare

Collection Method

Likely compiled as supplementary material for academic research on EV charging control.

Freshness

Last updated 2026-04-22 17:36:08; freshness should be verified.

Geography

Methodology is based on 2022 UK National Grid data, but the dataset's own geographic scope is unspecified.