Presentations

Fat Analysis in Food: Methods, Equipment, and Industry Applications

Fat Analysis in Food: Methods, Equipment, and Industry Applications
{"ops":[{"attributes":{"bold":true},"insert":"Introduction: Why Fat Analysis Matters in Food"},{"attributes":{"header":2},"insert":"\n"},{"insert":"\nFat plays a vital role in food—contributing to "},{"attributes":{"bold":true},"insert":"texture, flavor, nutrition, and shelf life"},{"insert":". However, accurately measuring fat content is essential for:\n\n"},{"attributes":{"bold":true},"insert":"Nutrition labeling"},{"attributes":{"list":"bullet"},"insert":"\n"},{"attributes":{"bold":true},"insert":"Regulatory compliance"},{"attributes":{"list":"bullet"},"insert":"\n"},{"attributes":{"bold":true},"insert":"Quality control"},{"attributes":{"list":"bullet"},"insert":"\n"},{"attributes":{"bold":true},"insert":"Product development"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\nDifferent food matrices (dairy, bakery, meats, oils) require different "},{"attributes":{"bold":true},"insert":"fat analysis methods"},{"insert":". This article explores the major "},{"attributes":{"bold":true},"insert":"technologies and equipment"},{"insert":" used to determine fat levels in food products.\n\nFood consultants help manufacturers choose the right fat analysis techniques based on "},{"attributes":{"bold":true},"insert":"product type, cost, speed, and accuracy needs"},{"insert":".\n"},{"attributes":{"header":3},"insert":"\n"},{"attributes":{"bold":true},"insert":"What is Fat?"},{"attributes":{"header":2},"insert":"\n"},{"insert":"\nFats are "},{"attributes":{"bold":true},"insert":"triacylglycerols"},{"insert":"—molecules made from "},{"attributes":{"bold":true},"insert":"glycerol and three fatty acids"},{"insert":". Solid fats are typically saturated, while liquid fats are unsaturated oils.\n\nIn food analysis, the term "},{"attributes":{"bold":true},"insert":"“lipid”"},{"insert":" refers to all substances extractable with fat-solubilizing solvents, not just visible fats or oils.\n\n"},{"attributes":{"bold":true},"insert":"Common Fat Analysis Methods & Equipment"},{"attributes":{"header":2},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"1. Gas Chromatography (GC)"},{"attributes":{"header":3},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Purpose"},{"insert":": Identifies and quantifies "},{"attributes":{"bold":true},"insert":"fatty acid profiles"},{"insert":" in a sample.\n\n"},{"attributes":{"bold":true},"insert":"Working Principle"},{"insert":":\nFatty acids are vaporized and separated in a gas column"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Detectors quantify individual components based on their retention time"},{"attributes":{"list":"bullet"},"insert":"\n"},{"attributes":{"bold":true},"insert":"Best For"},{"insert":":\nOils"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Packaged processed foods"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Nutritional labeling with detailed fatty acid breakdown"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"2. Gravimetric Analysis"},{"attributes":{"header":3},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Purpose"},{"insert":": Measures fat by "},{"attributes":{"bold":true},"insert":"weighing extracted lipid content"},{"insert":".\n\n"},{"attributes":{"bold":true},"insert":"Subtypes"},{"insert":":\n"},{"attributes":{"bold":true},"insert":"Acid Hydrolysis"},{"insert":": For baked goods, cereals, vegetables, cocoa-based items"},{"attributes":{"list":"bullet"},"insert":"\n"},{"attributes":{"bold":true},"insert":"Base Hydrolysis (Roese-Gottlieb Method)"},{"insert":": For dairy (milk, cheese, whey, yogurt)"},{"attributes":{"list":"bullet"},"insert":"\n"},{"attributes":{"bold":true},"insert":"Acid & Base Hydrolysis"},{"insert":": For cheese-heavy, high-fat processed foods (pizza, entrees)"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Equipment"},{"insert":":\nHydrolysis units"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Fat extractors"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Solvent separators"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Advantage"},{"insert":": Universally accepted; high accuracy\n"},{"attributes":{"bold":true},"insert":"Limitation"},{"insert":": Time-consuming; uses hazardous chemicals\n\n"},{"attributes":{"bold":true},"insert":"3. Chemical Methods"},{"attributes":{"header":3},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"3.1. Gerber Method"},{"attributes":{"header":4},"insert":"\n"},{"insert":"Common for "},{"attributes":{"bold":true},"insert":"milk and cream"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Uses "},{"attributes":{"bold":true},"insert":"sulfuric acid"},{"insert":", amyl alcohol, and centrifugation"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"3.2. Babcock Test"},{"attributes":{"header":4},"insert":"\n"},{"insert":"Oldest fat testing method for milk"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Uses "},{"attributes":{"bold":true},"insert":"centrifuge tubes and sulfuric acid"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Equipment"},{"insert":":\nGerber centrifuge"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Hand-operated centrifuge"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Fat reading scale"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\nThese methods are affordable, simple, and widely used in "},{"attributes":{"bold":true},"insert":"rural dairies and co-operatives"},{"insert":".\n\n"},{"attributes":{"bold":true},"insert":"4. Hydrometer (Lactometer)"},{"attributes":{"header":3},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Purpose"},{"insert":": Indirectly measures fat via "},{"attributes":{"bold":true},"insert":"specific gravity"},{"insert":" of milk.\n"},{"attributes":{"bold":true},"insert":"Use Case"},{"insert":": Field-level quick checks in dairy centers\n"},{"attributes":{"bold":true},"insert":"Limitation"},{"insert":": Not precise for legal or export use\n\n"},{"attributes":{"bold":true},"insert":"5. Dual-Energy X-ray Absorptiometry (DEXA)"},{"attributes":{"header":3},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Purpose"},{"insert":": Non-destructive fat content estimation in "},{"attributes":{"bold":true},"insert":"meat, cheese, and packaged food"},{"insert":".\n\n"},{"attributes":{"bold":true},"insert":"Working Principle"},{"insert":":\nUses two X-ray beams at different energies"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Calculates fat by measuring beam absorption differences"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Advantage"},{"insert":":\nRapid"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"No need for chemical extraction"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Excellent for "},{"attributes":{"bold":true},"insert":"inline QA in factories"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"6. NMR Technology (Nuclear Magnetic Resonance)"},{"attributes":{"header":3},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Purpose"},{"insert":": Rapid, accurate fat quantification using "},{"attributes":{"bold":true},"insert":"magnetic fields and radio waves"},{"insert":".\n\n"},{"attributes":{"bold":true},"insert":"Used For"},{"insert":":\nMeat blends"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Dairy powders"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Chocolate & confectionery"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\n"},{"attributes":{"bold":true},"insert":"Equipment"},{"insert":": Rapid NMR Fat Analyzer\n\n"},{"attributes":{"bold":true},"insert":"Advantages"},{"insert":":\nFast (~30 seconds/sample)"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"No solvents or sample prep"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"High repeatability"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\nFood manufacturing consultants often recommend NMR for "},{"attributes":{"bold":true},"insert":"premium or high-throughput production lines"},{"insert":" needing real-time QC.\n\n"},{"insert":{"image":"data:image/png;base64,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"}},{"attributes":{"header":3},"insert":"\n"},{"insert":"\n\n"},{"attributes":{"bold":true},"insert":"Conclusion: Fat Testing is Foundational to Food Quality"},{"attributes":{"header":2},"insert":"\n"},{"insert":"\nFat content directly influences "},{"attributes":{"bold":true},"insert":"taste, shelf life, labeling claims, and customer trust"},{"insert":". Whether you're a dairy producer, snack brand, or frozen food exporter, precise fat analysis helps:\n\nPrevent regulatory issues"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Validate health claims"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Optimize formulations"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"Ensure product consistency"},{"attributes":{"list":"bullet"},"insert":"\n"},{"insert":"\nA knowledgeable "},{"attributes":{"bold":true},"insert":"food consultant"},{"insert":" can help determine the right "},{"attributes":{"bold":true},"insert":"testing protocols, equipment, and automation systems"},{"insert":" based on your product line and compliance goals.\n"}]}
PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering Fat Analysis & Equipment used Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering Content 1. What is fat? 2. 3. 4. 5. Fat Analyzing Methods Fat Testing Procedure Conclusion Reference Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 2 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 1. What is fat? • Fats are primarily the triesters of fatty acids and glycerol and thus are commonly called triglycerides. • Solid triglycerides are referred to as fat while liquid triglycerides are called oils. • Lipids, on the other hand, include all the ‘fatty’ materials—the substances dissolved in a fat-solubilizing solvent in a food. Fat Lipid Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 3 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 2. Fat Analyzing Methods • Many techniques have been created over the years for analyzing the fats in various food products. • These techniques are based on how straightforward it is to remove fat from a particular matrix. • Also, the choice of technique depends on whether total lipids or fat are to be extracted from the sample. Equipment used for fat determination Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 4 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3. Fat Testing Procedure Techniques 3.1. Gas Chromatography 3.2. Gravimetric Procedure 3.2.1 Acid hydrolysis 3.2.2 Base hydrolysis 3.2.3 Acid & Base hydrolysis 3.3 . Chemical Methods 3.3.1 Geber method 3.3.2 Babcock Test 3.4 Hydrometer 3.5 DEXA (Dual Energy X-Ray Absorption) 3.6 NMR Technology (Nuclear Magnetic Resonance Technology) Types of food products Any type of Fat Dairy Fat Dairy Fat Dairy Fat Meat Fat Any type of Fat Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 5 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.1. Gas Chromatography • Gas chromatography (GC) is a common type of chromatography used in analytical chemistry for separating and analyzing compounds that can be vaporized without decomposition. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 6 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering Working Principle A gas chromatograph is made of a narrow tube, known as the column, through which the vaporized sample passes, carried along by a continuous flow of inert or nonreactive gas. Components of the sample pass through the column at different rates, depending on their chemical and physical properties and the resulting interactions with the column lining or filling, called the stationary phase. The column is typically enclosed within a temperature- controlled oven. As the chemicals exit the end of the column, they are detected and identified electronically. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 7 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.2. Gravimetric Procedure • Gravimetric analysis describes a set of methods used in analytical chemistry for the quantitative determination of an analyte (the ion being analyzed) based on its mass. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 8 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering Working Principle • The principle of this type of analysis is that once an ion's mass has been determined as a unique compound, that known measurement can then be used to determine the same analyte's mass in a mixture if the relative quantities of the other constituents are known. Types of Gravimetric Procedures 3.2.1 Acid Hydrolysis 3.2.2 Base Hydrolysis 3.2.3 Acid & Base Hydrolysis Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 9 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.2.1. Acid Hydrolysis • The acid-hydrolysis method extracts fat from the sample by subjecting it to hydrochloric acid and mixed ethers. • Food samples tested and analyzed using the acid-hydrolysis procedure are baked products, bread, cereal, cooked products, eggs, fish, flour, food dressings, fruit, grain, mixes, pasta, and products with cocoa, seafood, and vegetables. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 10 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering Acid Hydrolysis Procedure • The hydrochloric acid breaks fatty acids from the glycerides, Step 1 glycolipids, phospholipids, and sterol esters • Acid hydrolysis also breaks lipid-carbohydrate bonds, assists in the hydrolyzing of proteins and polysaccharides, and disrupts cell walls Step 2 • All of this makes the lipids available for complete extraction with Step 3 mixed ethers • The ether is evaporated, and the extracted residue is weighed Step 4 Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 11 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.2.2 Base Hydrolysis • The base-hydrolysis method, typically used for dairy matrices (Roese- Gottlieb), extracts fat from the sample by treating it with ammonium hydroxide and subjecting it to mixed ethers. • Food samples tested and analyzed using the base hydrolysis procedure are dairy products such as cream cheese, milk, non-fat dry milk, yoghurt, and whey. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Roese-Gottlieb setup 12 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering Base Hydrolysis Procedure • The ammonium hydroxide weakens lipid-protein bonds in order to disrupt the casein, breaks up fat emulsions, and neutralizes any endogenous acid prior to the extraction with mixed ethers • A centrifugation step also aids in the breaking of emulsions, which are common in dairy products, and it aids in separating the ether layer from the aqueous phase • Samples are extracted into mixed ethers Step 1 Step 2 Step 3 • Total fat is calculated gravimetrically after evaporation and residue Step 4 weighing Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 13 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.2.3 Acid & Base Hydrolysis • This method is, sometimes necessary for matrices where the fat is difficult to remove, • Done using extracts fat from the sample by treatment with ammonium hydroxide. • The fat is then subjected to a hydrochloric acid solution and extracted using mixed ethers. • Food samples tested and analyzed using the acid and base hydrolysis procedure are cheese, cheese blends, entrees with cheese, products with cheese, pizza-roll filling, and pizza. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Hydrolysis Unit 14 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering Acid & Base Hydrolysis Procedure • The ammonium hydroxide weakens the lipid-protein bonds Step 1 • The acid breaks the lipid-carbohydrate bonds making the lipid Step 2 available for complete extraction • Samples are extracted into mixed ethers • Total fat is calculated gravimetrically Step 3 Step 4 Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 15 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.3. Chemical Methods 3.3.1. Geber method - the Gerber method is a primary and historic chemical test to determine the fat content of substances, most commonly milk and cream. 3.3.2. Babcock Test - the Babcock test is an inexpensive and practical procedure to determine the fat content of milk. Gerber Centrifuge Hand centrifuge for the Babcock test Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 16 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.3.1Geber method procedure Milk fat is separated from proteins by adding sulfuric acid. The separation is facilitated by using amyl alcohol and centrifugation. The fat content is read directly via a specially calibrated butyrometer. Gerber developed specialized butyrometers (tubes), pipettes, and centrifuges. Water baths built specifically for the Gerber tubes are often used. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 17 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.3.2 Babcock test procedure The test is based on the observation that a suitable amount of sulfuric acid added to the milk will dissolve proteins and other components, except the fat. This method is an older version of the Gerber method Heating and centrifuging cause the fat to separate and float to the top, in a layer free of bubbles. The amount of fat in the milk can then be estimated from the volume of that layer. The procedure was commonly carried out in a special flask with a long neck, called a Babcock bottle. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 18 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.4. Hydrometer A hydrometer or lactometer is an instrument used for measuring the density or relative density of liquids based on the concept of buoyancy. They are typically calibrated and graduated with one or more scales such as specific gravity. Used to measure the density of milk. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Lactometer 19 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering Working Principle 1. A hydrometer usually consists of a sealed hollow glass tube with a wider bottom portion for buoyancy, a ballast such as lead or mercury for stability, and a narrow stem with graduations for measuring. The liquid to test is poured into a tall container, often a graduated cylinder, and the hydrometer is gently lowered into the liquid until it floats freely. The point at which the surface of the liquid touches the stem of the hydrometer correlates to relative density. Hydrometers can contain any number of scales along the stem corresponding to properties correlating to the density Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 20 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.5. DEXA (Dual Energy X-Ray Absorption) Dual-energy X-ray absorptiometry (DXA, or DEXA) is a means of measuring bone mineral density (BMD) using spectral imaging. It performs fat measurement and contaminant detection for fresh, chilled, frozen and hot-boned loose bulk, frozen or tempered (“naked”) meat blocks and unwrapped meat conveyed in plastic crates. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 21 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering Working Principle Two X-ray beams, with different energy levels, are aimed at the patient's bones. When soft tissue absorption is subtracted, the bone mineral density (BMD) can be determined from the absorption of each beam by bone. FAT ANALYSIS X- RAY Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 22 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 3.6. NMR Technology Nuclear magnetic resonance (NMR) is a physical phenomenon in which nuclei in a strong constant magnetic field are perturbed by a weak oscillating magnetic field (in the near field) and respond by producing an electromagnetic signal with a frequency characteristic of the magnetic field at the nucleus. Moisture and Fat in Meats Moisture/ Solids and Fat in Dairy Products Uses Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Rapid NMR Fat Analyzer 23 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 4. Conclusion • For both customers and members of the food business, food fat content has always been a topic of intense debate and scrutiny. • Customers desire a product that accurately and independently verifies the amount of fat in food, but the process of assessing fat content can be confusing, especially given the wide variety of fats and testing methods available. Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 24 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering 5. Reference • https://www.medallionlabs.com/blog/analyzing-fat-in-food/ • https://en.wikipedia.org/wiki/Gerber_method • https://en.wikipedia.org/wiki/Babcock_test • https://en.wikipedia.org/wiki/Hydrometer • https://en.wikipedia.org/wiki/Dual-energy_X-ray_absorptiometry • https://www.eaglepi.com/products/fat-analysis-machines/fa3-m/ • https://cem.com/media/contenttype/media/literature/ORACLE_Contract_Lab_B rochure_B167v1_WEB.pdf Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 25 PMG Engineering Private Limited The End-to-End Engineering Company in Food Industry info@pmg.engineering | www.pmg.engineering About PMG Engineering Competent People. Smarter Work Systems. Exceptional Customer Interactions. Competent People. Smarter Work Systems. Exceptional Customer Interactions. 26 We deliver End-to-End Engineering Design and Construction Management Projects in Food and Beverage Industry. Meeting Global Benchmarks In ENGINEERING DESIGN and PROJECT MANAGEMENT for FOOD and BEVERAGE Industry with SINGLE POINT ACCOUNTABILITY Process Engineering | Project Management | Mechanical | Electrical | Automation | Food Safety Key Clients We deliver End-to-End Engineering Design and Construction Management Projects in Food and Beverage Industry. Meeting Global Benchmarks In ENGINEERING DESIGN and PROJECT MANAGEMENT for FOOD and BEVERAGE Industry with SINGLE POINT ACCOUNTABILITY Process Engineering | Project Management | Mechanical | Electrical | Automation | Food Safety Key Clients We deliver End-to-End Engineering Design and Construction Management Projects in Food and Beverage Industry. Meeting Global Benchmarks In ENGINEERING DESIGN and PROJECT MANAGEMENT for FOOD and BEVERAGE Industry with SINGLE POINT ACCOUNTABILITY Process Engineering | Project Management | Mechanical | Electrical | Automation | Food Safety Key Clients

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