Skip to main content
  • Applications
    • Semiconductor
      • Fabrication & Packaging Chemistry
        • Copper
        • Nickel & Tin
        • Precious Metals
        • Photoresist Strippers
        • Metal Etchants
        • Cleaners
      • Semiconductor Equipment
        • Semcon 1000
        • Semcon Fountain
        • Semcon 2000
        • Semcon 2500
      • High Purity Chemistry
    • Components, Lead Frames, Connectors
      • Electronic Component Chemistry
        • Connectors
        • Lead Frames/LED Substrate Applications
        • Active & Passive Components
      • Electronic Component Finishing Equipment
    • Printed Circuit Boards
      • Chemistry
        • Final Finishes
          • ENIG & ENEPIG
        • Electrolytic Copper
        • Electrolytic Nickel & Precious Metals
        • Microetchants
      • Imaging Products
      • Process Control - EBA
      • Equipment
    • Industrial
      • Pretreatment
        • Cleaners
        • Activators
        • Etchants
      • Electrolytic Plating
        • Nickel
        • Tin
        • Silver
        • Copper
        • Zinc (EU Only)
      • Electroless Plating
      • Immersion
      • Post-Treatment
        • Anti-corrosion/discoloration coating
        • Anti Tarnish
        • Passivation
        • Coatings
        • Strippers
      • Anodizing Equipment
    • Solar
      • Deposition Chemistry
      • Plating Resist for Solar
    • Decorative
      • Pretreatment
        • Soak Cleaners
        • Electrolytic Cleaners
        • Pickling Solutions
      • Plating Chemistry
        • Gold/Gold Alloy
        • Silver
        • Tin/Tin Alloy
        • White Bronze
        • Nickel/Nickel Alloy
        • Copper
        • Palladium/Palladium Alloy
        • Brass
      • Coatings & Coloring
        • Cataphoretic Lacquers
        • Color Treatments
      • Post-Treatment
      • Glass Etching
      • Equipment
    • Medical
      • Chemistry
      • Equipment
    • 3D-Printing
      • Chemistry
      • Equipment
    • Application Support
      • Application Guides
      • Application Notes
  • Chemistry
  • Engineered Powders
    • Products
    • Global Representatives
    • Safety Data Sheets (SDSs)
    • Daily Metal Prices
    • Conflict Minerals Report Request
    • ISO 9001:2015 Certification
    • Contact Us
  • Analytical Controls
    • Capabilities
      • Electroanalytical Methods
      • Data Analysis
      • Volumetric Analysis
    • Process Control Products
      • Real Time Analyzer (RTA)
        • RTA 3D
        • RTA Classic
        • ACE
        • SSF RTA 3D
        • PHD Option
      • EBA
        • EBA 3D
        • EBA 3D: Plus Option
        • EBA Classic
        • Technic Elevate Analyzer
      • Automatic Process Titrator
        • Maestro
        • NextChem Analyzer Support
    • Electrochemical Research Instrumentation
  • About
    • Contact Us
    • News & Events
      • Upcoming Trade Shows
      • Recent Trade Shows
      • Technic Webinars
    • Environmental Stewardship
    • Industry Partners
    • Conflict Minerals Reporting
    • Resources
      • Resource Library
      • Videos
      • Useful Tools
      • Daily Metal Prices
      • FAQ
    • Careers
      • R&D Powder Scientist
      • Senior Key Account Manager – Specialty Chemical Semiconductor (Europe)
      • Electrical Controls Hardware Designer
      • Sales Support Associate
    • Global Facilities
      • EU Distributors
    • Technic SDS Access
Menu

Utility navigation

  • Select Region

Utility navigation - Region

  • North America
  • Europe
  • Asia Pacific
English English Deutsch Deutsch Chinese, Simplified Chinese, Simplified Korean Korean Japanese Japanese Chinese, Traditional Chinese, Traditional Italian Italian
English English Deutsch Deutsch Chinese, Simplified Chinese, Simplified Korean Korean Japanese Japanese Chinese, Traditional Chinese, Traditional Italian Italian

Main navigation

  • Applications
  • Chemistry
  • Engineered Powders
  • Analytical Controls
  • About
control data

Data Analysis

Breadcrumb

  1. Home
  2. Analytical Controls
Contact
Share Share
Print

The instrumental development of electrochemical analyzers makes it possible to obtain information that more adequately describes the intrinsic multivariate and complex reality of dynamic physicochemical phenomena present in electroplating solutions. Along with the development on the instrumental side, development on the data/analytical side is natural and beneficial. Chemometrics makes it possible to investigate an interplay between numerous variables characterizing a sample analyzed by modern electroanalytical instrumentation. Chemometrics offers an entire toolbox of techniques for compression of multivariate data sets: two-way (Principal Component Analysis, PCA) and multiway (Parallel Factor Analysis, PARAFAC) for data compression and information extraction.


Data Analysis

Chemometrics

Chemometrics

Chemometrics is applied to solve both descriptive and predictive problems in experimental natural sciences, especially in chemistry. In descriptive applications, properties of chemical systems are modeled with the intent of learning the underlying relationships and structure of the system (i.e., model understanding and identification). In predictive applications, properties of chemical systems are modeled with the intent of predicting new properties or behavior of interest. In both cases, the datasets can be small but are often very large and highly complex, involving hundreds to thousands of variables, and hundreds to thousands of cases or observations.

Chemometric techniques are particularly heavily used in analytical chemistry and metabolomics, and the development of improved chemometric methods of analysis also continues to advance the state of the art in analytical instrumentation and methodology. It is an application-driven discipline, and thus while the standard chemometric methodologies are very widely used industrially, academic groups are dedicated to the continued development of chemometric theory, method and application development.

Our Chemometric methods are categorized as the following:

  • Data Compression
  • Regression
  • Outlier Detection
  • Classification for Pattern Recognition
  • Calibration Transfer Methods
Classical Chemical Analysis

Classical Chemical Analysis

Analytical chemistry studies and uses instruments and methods used to separate, identify, and quantify matter.[1] In practice separation, identification or quantification may constitute the entire analysis or be combined with another method. Separation isolates analytes. Qualitative analysis identifies analytes, while quantitative analysis determines the numerical amount or concentration.

Analytical chemistry consists of classical, wet chemical methods and modern, instrumental methods.[2] Classical qualitative methods use separations such as precipitation, extraction, and distillation. Identification may be based on differences in color, odor, melting point, boiling point, radioactivity or reactivity. Classical quantitative analysis uses mass or volume changes to quantify amount. Instrumental methods may be used to separate samples using chromatography, electrophoresis or field flow fractionation. Then qualitative and quantitative analysis can be performed, often with the same instrument and may use light interaction, heat interaction, electric fields or magnetic fields . Often the same instrument can separate, identify and quantify an analyte.

Analytical chemistry is also focused on improvements in experimental design, chemometrics, and the creation of new measurement tools. Analytical chemistry has broad applications to forensics, medicine, science and engineering.

Analytical Controls

  • Capabilities
    • Electroanalytical Methods
    • Data Analysis
    • Volumetric Analysis
  • Process Control Products
  • Electrochemical Research Instrumentation

Quick Tasks

  • Chemistry
  • Resource Library
  • Useful Tools
  • Industry Partners
  • Contact Us
Back to Top
Corporate Headquarters Technic Inc.
Tel:+1 401-781-6100
Technic Engineered Powders
Tel:+1 401-769-7000
Technic Equipment
Tel:+1 401-721-2300

Contact Us

Locations

  • North America
  • Europe
  • Asia Pacific

Site Footer Menu

  • Applications
    • Semiconductor
    • Components, Lead Frames, Connectors
    • Printed Circuit Boards
    • Industrial
    • Solar
    • Decorative
    • Medical
    • 3D-Printing
    • Application Support
  • Chemistry
  • Engineered Powders
    • Products
    • Global Representatives
    • Safety Data Sheets (SDSs)
    • Daily Metal Prices
    • Conflict Minerals Report Request
    • ISO 9001:2015 Certification
    • Contact Us
  • Analytical Controls
    • Capabilities
    • Process Control Products
    • Electrochemical Research Instrumentation
  • About
    • Contact Us
    • News & Events
    • Environmental Stewardship
    • Industry Partners
    • Conflict Minerals Reporting
    • Resources
    • Careers
    • Global Facilities
    • Technic SDS Access

Technic Logo in white text

© All Rights Reserved 2022

Footer menu

  • Privacy Policy
  • Legal Information

Follow us online  LinkedIn  Twitter  Facebook

  • Applications
    • Semiconductor
      • Fabrication & Packaging Chemistry
        • Copper
        • Nickel & Tin
        • Precious Metals
        • Photoresist Strippers
        • Metal Etchants
        • Cleaners
      • Semiconductor Equipment
        • Semcon 1000
        • Semcon Fountain
        • Semcon 2000
        • Semcon 2500
      • High Purity Chemistry
    • Components, Lead Frames, Connectors
      • Electronic Component Chemistry
        • Connectors
        • Lead Frames/LED Substrate Applications
        • Active & Passive Components
      • Electronic Component Finishing Equipment
    • Printed Circuit Boards
      • Chemistry
        • Final Finishes
          • ENIG & ENEPIG
        • Electrolytic Copper
        • Electrolytic Nickel & Precious Metals
        • Microetchants
      • Imaging Products
      • Process Control - EBA
      • Equipment
    • Industrial
      • Pretreatment
        • Cleaners
        • Activators
        • Etchants
      • Electrolytic Plating
        • Nickel
        • Tin
        • Silver
        • Copper
        • Zinc (EU Only)
      • Electroless Plating
      • Immersion
      • Post-Treatment
        • Anti-corrosion/discoloration coating
        • Anti Tarnish
        • Passivation
        • Coatings
        • Strippers
      • Anodizing Equipment
    • Solar
      • Deposition Chemistry
      • Plating Resist for Solar
    • Decorative
      • Pretreatment
        • Soak Cleaners
        • Electrolytic Cleaners
        • Pickling Solutions
      • Plating Chemistry
        • Gold/Gold Alloy
        • Silver
        • Tin/Tin Alloy
        • White Bronze
        • Nickel/Nickel Alloy
        • Copper
        • Palladium/Palladium Alloy
        • Brass
      • Coatings & Coloring
        • Cataphoretic Lacquers
        • Color Treatments
      • Post-Treatment
      • Glass Etching
      • Equipment
    • Medical
      • Chemistry
      • Equipment
    • 3D-Printing
      • Chemistry
      • Equipment
    • Application Support
      • Application Guides
      • Application Notes
  • Chemistry
  • Engineered Powders
    • Products
    • Global Representatives
    • Safety Data Sheets (SDSs)
    • Daily Metal Prices
    • Conflict Minerals Report Request
    • ISO 9001:2015 Certification
    • Contact Us
  • Analytical Controls
    • Capabilities
      • Electroanalytical Methods
      • Data Analysis
      • Volumetric Analysis
    • Process Control Products
      • Real Time Analyzer (RTA)
        • RTA 3D
        • RTA Classic
        • ACE
        • SSF RTA 3D
        • PHD Option
      • EBA
        • EBA 3D
        • EBA 3D: Plus Option
        • EBA Classic
        • Technic Elevate Analyzer
      • Automatic Process Titrator
        • Maestro
        • NextChem Analyzer Support
    • Electrochemical Research Instrumentation
  • About
    • Contact Us
    • News & Events
      • Upcoming Trade Shows
      • Recent Trade Shows
      • Technic Webinars
    • Environmental Stewardship
    • Industry Partners
    • Conflict Minerals Reporting
    • Resources
      • Resource Library
      • Videos
      • Useful Tools
      • Daily Metal Prices
      • FAQ
    • Careers
      • R&D Powder Scientist
      • Senior Key Account Manager – Specialty Chemical Semiconductor (Europe)
      • Electrical Controls Hardware Designer
      • Sales Support Associate
    • Global Facilities
      • EU Distributors
    • Technic SDS Access