HQZN / CHARGING OPERATIONS

Charging operations

From fragmented station data to informed operational decisions.

We build data interfaces and operational software for station status, alerts, orders and tariffs, supporting investigation, historical replay and operational analysis.

View an operations example

PRODUCT DEVELOPMENT

Built around the work.

Charging operators, maintenance teams and business managers

  • Station data and equipment status integration
  • Traceable tariffs and historical order replay
  • Demand forecasting and operational analysis research

SYSTEM WORKFLOW

Workflow

01

Station data

02

Business rules

03

Analysis

04

Human review

Development status

Data interfaces and replay workflows have been validated. Forecasting and operational optimization remain in shadow testing, with no claim of automated pricing or proven financial gains.

DEVELOPMENT RECORD / OFFLINE VALIDATION

Historical order and tariff reconciliation

Can a historical charging order be reconstructed using the billing rules that applied at the time? We developed data adapters and replay tools around this task.

  1. 01Normalize orders
  2. 02Replay billing rules
  3. 03Classify differences
  4. 04Trace and review
Input
Historical orders, billing details, and available time-of-use and tariff configurations.
Our work
Normalized order fields and replayed a fixed historical snapshot offline, classifying matches, rounding differences and records needing investigation.
Findings
Identified missing tariff history and inconsistent rounding behavior, retaining unconfirmed explanations and unresolved cases.

Validation scopeRule-based historical reconciliation, not an AI inference demonstration. Some discrepancies remain unresolved and the acceptance target for explaining discrepancies has not been met. This does not replace production billing, change prices or establish financial gains.

PILOT SCOPE

Discuss a pilot

Inputs to align

Order and alert fields, available tariff history, review objectives and data permissions.

Potential project deliverables

  • Station data adapters
  • Historical replay and discrepancy classification tools
  • Reconciliation results and unresolved-item records

Scope is agreed after reviewing data, equipment and acceptance criteria. Research validation, pilots and production delivery are defined separately.

LET’S BUILD WHAT’S NEXT

Let's talk equipment, data and operations.

Discuss device integration, operations software, on-device inference or digital twins with our team.

Contact us