Waferless Chamber Conditioning for Thermal Stability Control

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Solution Overview

Problem

Conventional chamber conditioning techniques for semiconductor processing chambers are inefficient and resource-intensive, requiring the use of dummy substrates to achieve thermal stability, which wastes time and energy.

Innovation Solution

A machine learning-based process that automatically determines optimal chamber conditions by detecting peak and minimum temperatures, allowing the chamber to stabilize without cycling substrates, and replicates these conditions through controlled heating and cooling.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Stability of the object's composition

If dummy substrates are cycled into and out of the chamber repeatedly to achieve thermal stability, then the chamber reaches a stable state, but the processing time increases significantly

Engineering Contradiction:
Improvethermal stabilityVSAvoidprocessing time
Core Design Contradiction:
Stability of the object's compositionVSLoss of time

Solution Approach 1:

The chamber uses itself as the heating object instead of requiring external dummy substrates. The chamber's own components (heater, susceptor, chamber walls) are heated directly to achieve thermal stability, eliminating the need to cycle dummy substrates in and out. This self-service approach maintains thermal stability while dramatically reducing processing time.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The dummy substrates are extracted/removed from the conditioning process entirely. Instead of using dummy substrates as a medium to transfer heat, the system directly heats the chamber components, removing the unnecessary step of inserting and removing dummy substrates while still achieving the same thermal stability goal.

Inventive Principle:
Principle #2Taking out (Extraction)

2Temperature

If dummy substrates are heated and then discarded to condition the chamber, then the chamber reaches optimal temperature, but thermal energy is wasted

Engineering Contradiction:
Improvechamber temperatureVSAvoidthermal energy
Core Design Contradiction:
TemperatureVSLoss of energy

Solution Approach 1:

The chamber heats itself directly through its own heater element rather than transferring heat from dummy substrates. This eliminates the energy waste associated with heating dummy substrates that are subsequently discarded, as the thermal energy is applied directly to where it is needed - the chamber components themselves.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The dummy substrates are removed from the energy transfer chain. Instead of wasting energy heating dummy substrates that serve only as temporary heat carriers, the system extracts this unnecessary intermediate step and applies thermal energy directly to the chamber, improving energy efficiency.

Inventive Principle:
Principle #2Taking out (Extraction)

3Stability of the object's composition

If dummy substrates are used to replicate processing conditions, then the chamber can be pre-heated, but the process becomes resource-intensive

Engineering Contradiction:
Improveprocessing conditions stabilityVSAvoidsubstrate consumption
Core Design Contradiction:
Stability of the object's compositionVSQuantity of substance

Solution Approach 1:

The chamber conditions itself using its own components (heater, susceptor, chamber walls) as the heating medium rather than requiring external dummy substrates. This eliminates substrate consumption while maintaining the ability to replicate and stabilize processing conditions through direct heating of chamber components.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The chamber components serve multiple functions: they are both the processing environment and the objects being heated to achieve thermal stability. The susceptor and chamber walls universally serve as both the container for substrates and the medium for thermal conditioning, eliminating the need for separate dummy substrates.

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

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

Enables efficient and accurate chamber conditioning, reducing time and resource consumption by eliminating the need for dummy substrates and ensuring consistent thermal stability.

Implementation Method 1

heating the chamber until a detected temperature associated with the chamber reaches the high chamber temperature value

Methodology Applied
Scientific EffectHeating: Heating

Implementation Method 2

allowing the chamber to cool until a corresponding detected temperature associated with the chamber reaches the low chamber temperature value

Methodology Applied
Scientific EffectCooling: Cooling

Implementation Method 3

one or more temperature measurement devices for measuring the temperature associated with the processing chamber

Methodology Applied
Scientific EffectTemperature measurement: Thermocouple

Data Source

PatentUS20250329560A1Automated machine learning waferless chamber conditioning process for thermal semiconductor process chambers
Publication Date: 2025.10.23 APPLIED MATERIALS INC
  • US20250329560A1 patent drawing
  • US20250329560A1 patent drawing
  • US20250329560A1 patent drawing

AI summary

Methods and devices for automatically conditioning a processing chamber are disclosed herein. Embodiments include determining a high chamber temperature value and a low chamber temperature value based on measuring temperatures associated with the chamber, wherein: the high chamber temperature value is determined based on detecting a peak temperature value associated with the chamber during substrate processing; and the low chamber temperature value is determined based on detecting a minimum temperature value associated with the chamber during the substrate processing. Embodiments further include heating the chamber until a detected temperature associated with the chamber reaches the high chamber temperature value. Embodiments further include cooling the chamber until a corresponding detected temperature associated with the chamber reaches the low chamber temperature value.