Power-Based Instrument Utilization Tracking Across Lab Platforms

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Solution Overview

Problem

Existing scientific instrument monitoring technologies face challenges in interoperability across different manufacturers, require manual user input, and are often incompatible with secure environments, leading to inefficiencies and inaccuracies in utilization tracking.

Innovation Solution

An automated system that tracks instrument utilization based on power consumption, using a power sensor to monitor and analyze power data, generating operational state criteria, and providing utilization information through a graphical user interface, compatible with multiple manufacturers and secure environments.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If existing scientific instrument monitoring technologies are used, then instrument utilization can be tracked, but interoperability across different manufacturers is poor and manual user input is required

Engineering Contradiction:

Improveinteroperability across manufacturersVSAvoidmanual user input requirement

Core Design Contradiction:

Adaptability or versatilityVSEase of operation

Solution Approach 1:

The patent replaces manual mechanical data entry with automated electronic monitoring systems. Power sensors automatically detect and record instrument usage through electrical power consumption data, eliminating the need for manual user input while maintaining accurate utilization tracking across instruments from different manufacturers.

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The system creates a universal monitoring platform that can track multiple types of scientific instruments from different manufacturers through a common interface. By monitoring power consumption patterns rather than manufacturer-specific protocols, the system achieves broad interoperability while automatically adapting to different instrument types.

Inventive Principle:

Principle #6Universality (Multi-functionality)

2Measurement precision

If existing monitoring systems are deployed, then utilization data can be collected, but accuracy is reduced due to lack of automated tracking

Engineering Contradiction:

Improveutilization tracking accuracyVSAvoidautomated tracking capability

Core Design Contradiction:

Measurement precisionVSExtent of automation

Solution Approach 1:

The monitoring system enables instruments to self-report their utilization status automatically through power consumption measurements. The system self-calibrates by learning normal power patterns for different operational states, eliminating the need for manual verification and improving measurement accuracy through continuous automated tracking.

Inventive Principle:

Principle #25Self-service

Solution Approach 2:

The system implements continuous feedback loops where power sensor data is constantly monitored, analyzed, and used to adjust utilization tracking accuracy. The system learns from historical power consumption patterns to distinguish between different operational states, improving precision over time through automated feedback mechanisms.

Inventive Principle:

Principle #23Feedback

3Productivity

If manual utilization tracking is performed, then implementation is simple, but efficiency and accuracy deteriorate

Engineering Contradiction:

Improveutilization tracking efficiencyVSAvoidmanual effort time

Core Design Contradiction:

ProductivityVSLoss of time

Solution Approach 1:

The system performs preliminary automated setup by automatically configuring monitoring parameters for different instrument types upon initial connection. Power sensors are pre-calibrated to recognize standard operational power patterns, enabling immediate automated tracking without requiring manual configuration time while maintaining high efficiency.

Inventive Principle:

Principle #10Preliminary action

4Adaptability or versatility

If existing monitoring technologies are used, then basic tracking is possible, but compatibility with secure environments is poor

Engineering Contradiction:

Improvecompatibility with secure environmentsVSAvoidoperation in restricted environments

Core Design Contradiction:

Adaptability or versatilityVSReliability

Solution Approach 1:

The system introduces an intermediary monitoring layer that sits between the scientific instruments and the network infrastructure. Power sensors collect data locally at the instrument level without requiring instruments to have direct network access or execute external code, enabling deployment in secure air-gapped environments while maintaining reliable utilization tracking.

Inventive Principle:

Principle #24Intermediary (Mediator)

Data Source

PatentUS12578773B2Systems and methods for scientific instrument utilization tracking

Publication Date: 2026.03.17 THERMO ELECTRONICS SCI INSTR LLC

AI summary

Disclosed herein are scientific instrument utilization tracking systems, as well as related methods, computing devices, and computer-readable media. For example, in some embodiments, a method of tracking utilization of a scientific instrument may include: receiving, at a computing system, first data from a power sensor associated with the scientific instrument, wherein the power sensor monitors power consumption by the scientific instrument; generating, by the computing system based on the first data, multiple power consumption ranges associated with corresponding operational states of the scientific instrument; receiving, at the computing system, second data from the power sensor associated with the scientific instrument; and outputting, by the computing system, indications of the operational states over time of the scientific instrument based on the second data and the power consumption ranges.