Tag Archives: D5/3

  1. Home
  2. Posts tagged "D5/3"
Loading
loading..

Towards Crafting Beer with Artificial Intelligence

Beer was discovered accidentally as a result of grains being left in water and undergoing fermentation. The process of making beer involves converting the starches in grains (such as barley or wheat) into sugars, which are then fermented by yeast to produce alcohol.  It was often consumed as a safer alternative to water, which could be contaminated with disease-causing pathogens. 

Beer was also used in religious ceremonies and was considered a valuable commodity for trade.  Over time, beer-making techniques spread throughout the world, and different regions developed their own unique styles of beer; now supported by artificial intelligence algorithms that analyze chemical compounds to identify specific flavor and aroma profiles for more nuanced flavors.

Towards Crafting Beer with Artificial Intelligence

Marc Bravin, et al

Lucerne University of Applied Sciences and Arts, Rotkreuz, Switzerland

 

Abstract:  The art of brewing beer has a long tradition that dates back to the very dawn of civilization. While the brewing process has been automated to a great extent, the creation of new beer recipes remains the result of creativity and human expertise with only minor support from software to validate chemical constraints. We collected a dataset of 157,000 publicly available recipes from all over the world and created a transformer-based model to support the creative process in brewing by suggesting new beer recipe templates. As a proof of concept, we crafted the IPA “Deeper” along a recipe generated by our model. Over 100 international newspapers and radio stations have reported on the first AI-crafted beer from Switzerland over the past few months. For the first time, this paper reveals the underlying pipeline architecture of eight transformer networks trained end-to-end that made this remarkable success possible.

CLICK HERE for complete paper

There are several international organizations and agreements that set standards for beer production and labeling:

Food Safety Management

Codex Alimentarius

Ice Cream at the Rock

Michigan Central

The invention of ice cream, as we know it today, is a product of historical evolution, and there isn’t a single individual credited with its creation. Various cultures and civilizations throughout history have contributed to the development of frozen treats resembling ice cream.

One of the earliest records of frozen desserts can be traced back to ancient China, where people enjoyed a frozen mixture of milk and rice around 200 BC. Similarly, ancient Persians and Arabs had a tradition of mixing fruit juices with snow or ice to create refreshing treats.

In Europe, frozen desserts gained popularity in the 17th and 18th centuries, and it was during this time that the more modern version of ice cream, made with sweetened milk or cream, began to take shape. During this period, ice cream became more widely accessible and enjoyed by the nobility and upper classes.



MSU Extension: Dairy Store

MSU Infrastructure Planning and Facilities

To produce ice cream on a commercial scale, several key pieces of infrastructure and equipment are necessary. The specific requirements may vary depending on the production capacity and the type of ice cream being produced, but the basic infrastructure typically includes:

  1. Manufacturing Facility: A dedicated space or building is needed to house all the production equipment and storage facilities. The facility should comply with local health and safety regulations and be designed to maintain the required temperature and hygiene standards.
  2. Mixing and Blending Equipment: Industrial-scale mixers and blending machines are used to mix ingredients like milk, cream, sugar, stabilizers, emulsifiers, and flavorings. These machines ensure that the mixture is homogenized and consistent.
  3. Pasteurization Equipment: To ensure product safety and extend shelf life, ice cream mix needs to be pasteurized. Pasteurization equipment heats the mixture to a specific temperature and then rapidly cools it to destroy harmful microorganisms.
  4. Homogenizers: Homogenizers help break down fat molecules in the ice cream mix to create a smoother and creamier texture.
  5. Aging Vats: The ice cream mix is aged at a controlled temperature for a specific period, which allows the ingredients to fully blend and improves the ice cream’s texture.
  6. Freezers: Continuous freezers or batch freezers are used to freeze the ice cream mix while incorporating air to create the desired overrun (the amount of air in the final product). Continuous freezers are more commonly used in large-scale production, while batch freezers are suitable for smaller batches.
  7. Hardening and Storage Room: Once the ice cream is frozen, it needs to be hardened at a lower temperature to achieve the desired texture. Storage rooms are used to store finished ice cream at the appropriate temperature until distribution.
  8. Packaging Equipment: Equipment for filling and packaging the ice cream into various containers, such as cartons, tubs, or cones.
  9. Quality Control and Laboratory Facilities: A dedicated area for quality control testing, where ice cream samples are analyzed for consistency, flavor, and other characteristics.
  10. Cleaning and Sanitation Systems: Proper cleaning and sanitation systems are essential to maintain hygiene and prevent contamination.
  11. Utilities: Adequate water supply, electrical power, and refrigeration capacity are critical for ice cream production.

Food Code 2017

Food 500

Tennessee Hot Chicken

Tennessee

Friday End of Workweek Provocation: Chemistry of Beer

Nourriture d’automne

 

Danish Beer Culture


Nourriture d’automne

Danmark

 

LIVE: Student Radio FM 88.3


Audio Standards

Requirements for Hybrid Media Production

Root Beer Olympics

University of North Dakota | Grand Forks County

North Dakota


“Standard Root Beer” is typically made using a combination of ingredients that include water, sugar, sassafras root or extract, and various other flavoring agents. Here’s a general overview of the process:

  • Sassafras Flavoring: In traditional root beer recipes, sassafras root or extract is a key ingredient. However, it’s important to note that sassafras contains safrole, a compound that has been deemed potentially carcinogenic. For this reason, commercial root beers often use a safrole-free sassafras flavoring.
  • Sweetener: Sugar is commonly used to sweeten root beer, although some recipes may use alternatives like corn syrup or honey. The amount of sweetener can vary based on personal preference.
  • Water: Root beer typically starts with plain water as its base. The water is heated to dissolve the sweetener and other ingredients.
  • Flavorings: Besides sassafras flavoring, root beer can include a range of other flavorings to create its distinct taste. These may include wintergreen, vanilla, anise, licorice, molasses, or other herbs and spices. The exact combination of flavors varies among different root beer recipes.
  • Carbonation: Carbonation gives root beer its characteristic fizz. This can be achieved by using carbonated water or by introducing carbon dioxide gas into the mixture. In commercial production, carbonation is typically added during the bottling process.
  • Yeast Fermentation (optional): Some traditional homemade root beer recipes involve a fermentation step. Yeast is added to the root beer mixture, which consumes the sugar and produces carbon dioxide as a byproduct. This creates a natural carbonation in the beverage. However, this step can also increase the alcohol content, so it’s important to be mindful of the fermentation duration.
  • Bottling and Aging: Once the root beer is prepared, it is typically poured into bottles or kegs and sealed. Some recipes may recommend allowing the root beer to age for a certain period to develop the desired flavors.

It’s worth noting that the commercial production of root beer may involve different processes, as well as the use of artificial flavors, stabilizers, and preservatives to ensure consistency and shelf life. The specific recipe and production methods may vary among manufacturers.

Standards North Dakota

 

University Ave Pizza

North Dakota

While there isn’t a universally standardized pizza that everyone agrees upon, certain types of pizza have become iconic and widely recognized. Some of these include:

Margherita Pizza: This classic pizza features tomato sauce, fresh mozzarella cheese, fresh basil, and a drizzle of olive oil. It’s named after Queen Margherita of Italy.

Pepperoni Pizza: Topped with tomato sauce, mozzarella cheese, and slices of pepperoni (a cured pork and beef sausage).

Margarita Pizza: Similar to the Margherita, but without the basil. It typically has tomato sauce, fresh mozzarella, and sometimes a drizzle of olive oil.

Neapolitan Pizza: This style originated in Naples, Italy. It has a thin, soft, and chewy crust with simple and fresh ingredients like San Marzano tomatoes, mozzarella, fresh basil, and olive oil.

New York Style Pizza: Characterized by its large, foldable slices with a thin and flexible crust. It’s often topped with tomato sauce and mozzarella cheese.

Chicago Deep-Dish Pizza: Known for its thick crust, this pizza has layers of cheese, toppings, and tomato sauce. It’s baked in a deep pan, resulting in a substantial and hearty pizza.

Sicilian Pizza: Square-shaped and thick-crusted, Sicilian pizza is often topped with tomato sauce, mozzarella, and various toppings.

California Pizza: Often associated with innovative and non-traditional toppings, California-style pizza might include ingredients like barbecue chicken, goat cheese, arugula, and more.

Different regions and cultures have their own interpretations and variations, so what’s considered a “standard” pizza can vary widely depending on personal preferences and local traditions.

Ivan’s Chili

Dalhousie University Facilities Management

The Science of Beer Brewing

This content is accessible to paid subscribers. To view it please enter your password below or send mike@standardsmichigan.com a request for subscription details.

 

Welcome

Standards Michigan Group, LLC

2723 South State Street | Suite 150
Ann Arbor, MI 48104 USA

888-746-3670

DIRECTIONS

icon icon
icon icon
icon icon  
Layout mode
Predefined Skins
Custom Colors
Choose your skin color
Patterns Background
Images Background
Skip to content