Distributed EV Battery Management with Module-Level ADC Sensing

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Solution Overview

Problem

Centralized battery management systems in electric vehicles face issues with high wiring complexity, signal loss, and noise due to long-distance analog signal transmission, leading to inaccurate parameter sensing and increased maintenance costs.

Innovation Solution

A distributed battery management system with integrated module controllers and analog-to-digital converters within each battery module, communicating digitally with a master controller via a data bus, reducing wiring and minimizing signal loss.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If a centralized battery management system is used with long-distance analog signal transmission, then the system structure is simple, but signal loss and noise increase leading to reduced measurement precision

Engineering Contradiction:
Improveparameter sensing accuracyVSAvoidwiring complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent divides the centralized battery management system into multiple distributed module controllers, each independently managing a specific battery module. This segmentation allows analog-to-digital conversion to occur locally at each module rather than transmitting analog signals over long distances, thereby improving measurement precision while the modular architecture manages complexity through standardization

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent introduces integrated circuit boards with analog-to-digital converters as intermediary devices within each battery module. These converters act as local mediators that transform analog sensor signals into digital signals before transmission, eliminating the need for long-distance analog signal transmission and the associated noise and signal loss problems

Inventive Principle:
Principle #24Intermediary (Mediator)

2Reliability

If analog signals are transmitted over long distances, then wiring structure is simplified, but signal loss increases reducing reliability

Engineering Contradiction:
Improvesignal transmission reliabilityVSAvoidsignal transmission distance
Core Design Contradiction:
ReliabilityVSLength of stationary object

Solution Approach 1:

The patent replaces the mechanical/electrical analog signal transmission system with a digital communication system. By converting analog signals to digital signals at the module level and transmitting digital data over communication buses, the system eliminates the problems of analog signal degradation over distance, thereby improving reliability without being constrained by transmission distance

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The patent performs analog-to-digital conversion as a preliminary action within each battery module before signal transmission occurs. This preliminary conversion ensures that only robust digital signals need to be transmitted over long distances, preventing signal loss issues that would affect analog transmissions and thereby ensuring reliable data delivery

Inventive Principle:
Principle #10Preliminary action

3Measurement precision

If integrated module controllers with ADCs are implemented in each battery module, then measurement precision and reliability improve, but device complexity increases

Engineering Contradiction:
Improveparameter sensing accuracyVSAvoidcontroller integration complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent implements universal integrated module controllers that can be applied to all battery modules in the system. Each controller performs multiple functions including analog-to-digital conversion, data processing, and communication, making the complex functionality reusable across the entire battery pack and thereby managing overall system complexity through standardization

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The patent merges multiple functions (analog-to-digital conversion, signal processing, and control logic) into single integrated module controllers. This consolidation improves measurement precision by integrating the ADC close to the sensors while managing complexity by combining rather than separating these functions into discrete components

Inventive Principle:
Principle #5Merging (Combining)

4Device complexity

If distributed battery management system is implemented, then wiring complexity reduces, but manufacturing complexity increases

Engineering Contradiction:
Improvewiring complexityVSAvoidassembly complexity
Core Design Contradiction:
Device complexityVSEase of manufacture

Solution Approach 1:

The patent segments the battery management system into identical modular units that can be independently manufactured and then assembled. This segmentation reduces wiring complexity within each module while facilitating standardized manufacturing processes and simplifying the assembly of the overall system through modular integration

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent changes the signal transmission parameter from analog to digital at the module level. This parameter change reduces the complexity of wiring and signal routing within each module, as digital signals require simpler shielding and routing compared to analog signals, thereby easing manufacturing while improving overall system architecture

Inventive Principle:
Principle #35Parameter changes

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

The distributed system enhances accuracy and reliability of parameter sensing, reduces wiring complexity and costs, and facilitates modular, easy replacement of battery modules.

Implementation Method 1

an analog-to-digital converter (ADC) integrated into a battery module of the traction battery pack of the electric vehicle, the ADC converting an analog signal indicative of a sensed voltage associated with one or more cells of the battery module into a digital signal indicative of the sensed voltage

Methodology Applied
Scientific EffectAnalog-to-digital conversion:

Data Source

PatentUS12525815B2Distributed battery management system for electric vehicle
Publication Date: 2026.01.13 TAIGA MOTORS INC
  • US12525815B2 patent drawing
  • US12525815B2 patent drawing
  • US12525815B2 patent drawing

AI summary

A distributed battery management system for a multi-module traction battery pack of an electric vehicle is provided. The battery management system comprises an analog-to-digital converter (ADC) integrated into a battery module of the traction battery pack of the electric vehicle, and a master controller external to the battery module and in digital data communication with the ADC. The ADC converts an analog signal indicative of a sensed voltage associated with one or more cells of the battery module into a digital signal indicative of the sensed voltage. The master controller performs a function associated with the traction battery pack of the electric vehicle based on the sensed voltage.