Use of ingredient types for batch balancing in production

In an earlier blog post, http://blogs.msdn.com/b/axmfg/archive/2012/12/05/what-s-new-in-microsoft-dynamics-ax-2012-r2-potency-management.aspx#10421522, we introduced the new capabilities in Microsoft Dynamics AX 2012 R2 that support potency management business processes for process industries. This blog provides more information about the four ingredient types that were introduced, None, Active, Compensating, and Filler, and the impact that they have on how quantities are calculated for batch orders.

There are many examples of the use of potency; in chemical industry the percentage of caustic can be characterized as an active ingredient in Pottassium Hydroxide, alcohol can be an active ingredient is liqueurs or fat can be an active ingredient in foods. The amout of active ingredient will often vary around a target value for these products, and the purchase price and the amount to consume in further production will often be affected by this variation. The batch balancing process, which is described in more details here, is focusing on how to take this variation into account

The key to setup formulas, where items with active ingredients must be taken into account, is by the use of the Ingredient types on the formula lines. For the example we will be looking at product A, B, C and D which each represent a seperate Ingredient type.

  

 Ingredient type: Active

You can specify the potency of a product by defining the percentage of its active ingredient. When a product with an active ingredient is included in a formula, the ingredient type on the formula line gets the value Active and cannot be changed. Products must have a potency specified for them before they can be used as an active ingredients in formulas.

The potency of a product is defined by the use of a base attribute of the product. The base attribute is specified from the Manage inventory tab on the Action Pane in the Released products form. Before the base attribute can be associated with a product, the product must have the following setup:  

  • The batch dimension must be active for the product. This is done by assigning to the product a tracking dimension group with an active batch dimension.
  • The attribute that will act as the base attribute for the product must be defined as a product specific batch attribute for the product. (Manage inventory > Batch attributes > Product specific). The associated attribute must have minimum, maximum, and target values.

 

 

The balanced quantity of an active ingredient is calculated according to the target value specified for the base attribute. Batch orders for products that have active ingredients in their formulas must go through a batch
balancing process. The batch balancing process is carried out from the Batch balancing form, which is available from the Batch orders list page and Batch order details form when the batch order status is Started. The batch balancing process estimates the amount of each ingredient in the formula that is required to produce the product. The estimation is based on the potency of the on-hand batches that are selected for the production.

 Example

Ingredient B has a base attribute X and a target value of 30, and it’s included in a formula that requires 30 liters of Ingredient B for every 100 liters of the product. A batch order is created with a batch size of 100 liters. The batch order is started, and during the batch balancing process the user points to a batch of Ingredient B that has a potency level of 35. Because the potency level of 35 is higher than the target value of 30, the balanced quantity of ingredient B is reduced with the ratio of the potency value and the target value of the batch compared to the estimated quantity. The calculation of the balanced quantity looks like this:

 (30/35) * 30 Liters = 25,71 Liters.

  

 Ingredient type: None

When using this type there will be no difference between the estimated quantity and the balanced quantity when performing the batch balancing operation.  

Example

Ingredient A is assigned to an ingredient type None, and is added to a formula for a finished product. The formula calls for 10 liters of Ingredient A for every 100 liters of the finished product. When a batch order requires 200 liters both the estimated and the balanced quantity of Ingredient A is calculated as 20 liters.

 Ingredient type: Compensating

A compensating ingredient can either offset or compliment the effect of the active ingredient in a product. Therefore, the quantity of a compensating ingredient that will be consumed depends on the potency of the product.

  • Opposing effect – If the amount of the active ingredient is higher than anticipated, less of the compensating ingredient is required. The earlier blog gave an example of ice-cream, where cream compensates for a higher concentration of fat in milk.
  • Complementary effect – If the amount of the active ingredient is lower than anticipated, you need to add more compensating ingredient. The earlier blog used potato chips as an example, where more oil was added to the boiling process when the degree of moisture in the potatoes is higher than anticipated.

The relation between an active ingredient and a complementary ingredient is set up in the “Compensating principle” form, which is available from the Action Pane in the Formula lines form. You need to select the line that represents a compensating principle, and then point to the active ingredient you want to compensate. In the compensating principle, you also specify a positive or negative compensating factor to determines how much to compensate for and whether the principle should be opposing or complementary. A positive factor is used for complementary, and a negative factor is indicates opposing.

 

Example

Ingredient B is an active ingredient that has a base attribute X and a target value of 30. It’s included in a formula that requires 30 liters of Ingredient B for every 100 liters of the product. Ingredient C is a compensating ingredient, and is included in the same formula with a quantity of 10. The compensating principle is set up with a factor of 1.10. With a factor of 1.10, the balanced quantity of the compensating ingredient will be reduced by the difference between the active ingredient’s balanced quantity and the estimated required quantity multiplied by 1.10

In a previous example, the balanced quantity of the active ingredient needed was calculated to 25.71, and the estimated required quantity was calculated to 30. In this case, the balanced quantity of the compensating ingredient would be calculated as follows:

Difference between estimated and balanced quantity:

25.71 – 30 =  – 4.29

Multiplied with compensating factor:

4.29 * 1.10 = – 4,72

Compensating estimated quantity will be reduced with -4.72 in order to calculate balanced compensating quantity:

 10 – (- 4.72) = 14.72

Because 1.10 is a positive factor, this is a compensating principle with a complementary effect. And because the active ingredient is more potent than anticipated, more of the compensating ingredient is required.

 

Ingredient type: Filler

The filler ingredient is a neutral ingredient used to reach the desired output quantity of the finished product. Adjustment to the filler quantities are calculated based on variations in the active and compensating ingredient compared to the standard quantity.

Example:

We have formulated a product with ingredient A, B, C and D for a formula size of 100 liters. We have calculated the balanced quantity of all the ingredient types except for the line with ingredient type Filler. The balanced quantity of the filler ingredient calculates as the difference between the batch size of 100 liters and the sum of the ingredients:

 

100 – 20 – 25.71 – 14.72 = 39.57

 

 

 

New capability of step consumption in process manufacturing AX2012

Let me provide some context behind the decision to introduce step consumption capability in Process Manufacturing  Dynamics AX2012.
Discrete manufacturing almost always involves linear consumption of ingredients – four tires are required to put together a car. Whereas in process manufactured products consumption can be linear and it can also be non-linear. As the home brewers know 5 Kg of malt gives 12 litres of beer and 10 Kg of malt gives 24 litres of beer but the bitterness is more in smaller lot, so if you want to keep same bitterness in bigger lots you need to add some extra malt, how much extra is non-linear – based on experience. Another industrial example will be use of carbon as a catalyst in plasticizer manufacturing. You can use 1 Kg of carbon to make up to 5 kiloliters of phthalates. Then you need 2 Kg of carbon up to 8 Kilo litres of phthalate (of course, it’s a different matter that phthalates are banned in many regions for some products, so you shouldn’t really be making them).

Many such reactions have non-linear consumption across different industries but sometimes it’s not essential to capture them in an ERP and at other times it is possible but cost intensive to capture and maintain the formulae. This is where step consumption comes useful. Setting up Bills of material is fairly straightforward when compared to setting up formulae. It isn’t because  formulae setup in AX is not user friendly, it’s just because the number of parameters required to setup a formulae are many more. In order to setup formulae with non-linear consumption in previous versions, the only possibility will be to setup many different formulae where every detail is same except the quantity of the ingredient that is consumed non-linearly. Since this would be extremely cumbersome in itself and furthermore because process manufacturers needed multiple set of versions – master formula, production formula,  distributed formula, batch card formula and so on, we decided to introduce the concept of step consumption into AX2012.

So for the non-linear consumption of malt, you will create two lines in the formula for malt product. On one line you will setup linear consumption, 5 kg for 12 litre, 10 kg for 24 litres and so on. On the second line you can change the formula to “STEP” on the setup tab. This will make the step consumption grid available. Here you can specify that an extra 0.1 kg of malt is needed when finished beer quantity is between 12 and 24 litres and an extra 0.15 kg of malt is needed when finished beer quantity is more than 24 litres and so on. So, this gives you flexibility to setup non-linear consumption in the same formula.

Formula lines

Fomrula lines setup tab

During production estimation system will look at the finished quantity of beer you want to manufacture and will automatically calculate the correct quantity of malt needed. In case of carbon example above, it can be achieved by using just one line on the formula lines for carbon where you can setup step consumption of carbon of 1 kg up to 5 KL and then of 2 kg between 5 – 8 KL and so on.

Hopefully this will be useful for your scenarios. In case you have suggestions for improvement please email me.

Process manufacturing Dynamics AX2012 capabilities

A lot of poeple have asked me what can process manfuacturing do in Dynamics AX2012? This post will hopefully serve the purpose.

Process manufacturers deal with resource rich industries on buy side and with aggregators & retailers on sell side, both having larger bargaining power. The constant squeeze between two powerful groups’ reduces already thin margins and this is likely to exacerbate for US & Western European manufacturers in the coming years as manufacturers in the emerging markets stake their claim for even larger share of the pie.

Process manufacturers therefore continuously need to reduce costs, improve quality & maintain security standards to be able to keep their margins in the markets that are important to them.

Process Manufacturing for Microsoft Dynamics® AX 2012 (formerly known as process industries or PI) gives process manufacturers a low cost solution that can model lean, discrete & process manufacturing in one box, is versatile & flexible to model new organizations, products or processes, supports most common multi-X scenarios and can be extended to support specific vertical requirements without the need of additional IT investments.

Process Manufacturing for Microsoft Dynamics® AX 2012 enables manufacturers and distributors of natural, industrial or consumer packaged products to control costs, increase profitability, maintain stringent quality standards and manage compliance using a familiar user interface on an advanced technology platform with cost of ownership that is significantly lower than the competition.

Process manufacturing for Microsoft Dynamics® AX2012 is available in two different SKUs. Process Manufacturing logistics is targeted at customers who would like to automate their distribution processes for products that are usually manufactured in a batch or semi-continuous processing environment. Process Manufacturing production is targeted at customers who would like to automate their batch or semi-continuous manufacturing processes. Process manufacturing logistics SKU is a pre-requisite for process manufacturing production SKU.

Both SKUs contain enough functionality that can also address some needs of customers with discrete manufacturing environment. Key functionalities enabled by process manufacturing are:

  • Maintain complex formulae
  • Manage short life products
  • Manage commodity pricing
  • Manage product compliance
  • Setup & apply complex rebates
  • Advanced lot tracking & control
  • Enhance cost management of multiple outputs
  • Procure, store & sell products in dual units of measure
  • Manage production for assembly or disassembly for single or dual units of measure

SKU 1- Process manufacturing production

Process manufacturing production for Microsoft Dynamics® AX 2012 enables manufacturers of processed goods to quickly define complex formulae, to accurately control production costs, to easily model discrete & process production scenarios and to switch between make or buy decisions with agility.

FORMULA MANAGEMENT

  • Easily model disassembly sequences or products with multiple outputs in different batch sizes or multiples
  • Effectively model batch processed products that are consumed into a discrete or lean assembly or model discrete or lean sub-assemblies consumed into multiple output products
  • Flexibly consume or produce products in dual units of measure with constant or varying consumption
  • Dynamically calculate ingredient consumption even for items consumed non-linearly in single or dual units of measure
  • Maintain with ease many formulae for producing same product by using different material combinations or for producing different products using same combinations
  • Setup, measure & improve production yields by having the flexibility to define yield for several different combinations and comparing it to the production results
  • Quickly scale some or all ingredients in the formulae based on available inputs to estimate outputs
  • Reduce inventory & purchasing costs by defining several alternate ingredients and consumption priority for each on the formula
  • Easily toggle security restrictions on formulae access by activating any of the four built-in security levels
  • Control packaging material costs by setting up configurable products as different packaged products and linking them to processed products

PRODUCTION MANAGEMENT

  • Reduce waste by using production policies to ensure right formula for production is automatically selected based on a given tank size and other factors
  • Link multiple packed productions to multiple bulk productions. Consolidate them to improve operational efficiency, minimize bulk storage and optimize packed product production
  • Quickly add, remove or alter number, type or amount of multiple outputs
  • Improve profitability for each of the multiple outputs in a production by accurate allocation of costs over them before, during or after production & revalue goods by comparing actual with estimated costs
  • Always produce to customer specifications by ensuring discretionary picking of ingredients based on certain attributes
  • Rapidly react to a change in production conditions based on results of automatically created quality orders
  • Consume ingredients and produce multiple outputs in dual units of measure and record nominal or actual values in such units all through the process
  • Achieve real time visibility on plant floor and at higher levels by re-sequencing jobs based on actual capacity on the floor and by recording production output on such jobs in dual units of measure and for multiple outputs

SKU2 – Process manufacturing logistics

Process manufacturing logistics for Microsoft Dynamics® AX 2012 enables distributors of processed goods to forecast and plan supply & demand and to manage procurement & sales in dual units of measure natural or consumer packaged products with short or long shelf life while meeting strict quality standards, complying with regulatory requirements & providing visibility into profitability for the distributor.

DUAL UNITS OF MEASURE MANAGEMENT (CATCH WEIGHT)

  • Easily create & release products with dual units of measure to multiple legal entities
  • Seamlessly manage products with dual units of measure through forecasting, planning and production and be able to define & view such products on forecasts, planned orders, demand & supply views, and on production and consolidated orders
  • Manage flexibly single and dual unit of measure products on purchase requisitions, purchase agreements and release order lines together with stocked and non-stocked products
  • Manage flexibly single and dual unit of measure products on sales quotations, sales agreements, release order lines and delivery schedules together with stocked and non-stocked products
  • Improve product yield and operational efficiency by recording actual values in both units of measure at every stage of the process

LOT MANAGEMENT

  • Enhance backward traceability and reduce time required for recall by integrating information about vendor batches for purchased lots into manufactured lots of semi-finished or finished products
  • Improve profitability by differentiating product based on specific product characteristics per lot & only shipping lots that meet certain company or customer criteria
  • Reduce costs of rework by arresting the progress at any stage for any process, of a poor quality lot through various supply chain processes
  • Enhance lot control with the ability to record and recall as needed, characteristics of an inventory lot as procured, produced or as sold
  • Measure quality of each lot with or without dual units of measure for single or multiple production outputs at any stage of processing and attach such results to the inventory lot
  • Increase customer satisfaction and reduce cost of rework by meeting all demand of a particular customer from the same lot if so desired
  • Enhance operational efficiency and order promising by having the ability to instantly search all inventory and find lots with specific characteristics
  • Improve inventory visibility by having access to all the inventory lots and associated functions in one unified view

SHELF LIFE MANAGEMENT

  • Manage plan, procure and sales processes for fresh, frozen or long shelf life products based on expiry period or best before period
  • Improve warehousing efficiency by earmarking locations based on product shelf life and issuing goods only as per process or customer requirements
  • Reduce waste by using the ability to retest shelf life products reaching the end of their shelf life
  • Improve order promising & reduce stockouts by incorporating shelf life information into planning processes and planning views
  • Differentiate service and increase profitability by incorporating residual shelf life demanded by customer at ship-to location

WAREHOUSE MANAGEMENT

  • Manage full or partial visibility dual units of measure based products through all inbound and outbound warehouse processes
  • Increase warehouse efficiency by using the ability to mix products in same shipment that are constrained by varying levels of additional requirements like ship from single lot, based on specific characteristics, shelf life and dual units of measure

REGULATORY COMPLIANCE MANAGEMENT

  • Receive, store and send product safety data sheets for hazardous products as needed
  • Keep product safety data sheets current with the company and customers
  • Comply with local regulatory agencies by restricting or regulating the sale of certain products in certain regions
  • Record necessary compliance related product data for various regulatory agencies
  • Record usage data for all products and use available third party integrated service to calculate usage of regulated substances for yearly reporting
  • Manage quality and compliance by ensuring that certain products can only be supplied by approved vendors

REBATES MANAGEMENT

  • Improve profitability by managing different rebate & trade merchandising programs for different customer segments
  • Monitor and manage rebates processed either at invoicing or accumulated by user defined periods. Rebates can be setup by different currencies, units of measure or by differing qualifying levels and can be paid to customers by several different methods

COMMODITY PRICING MANAGEMENT

  • Effectively react to changing commodity costs so the prices of sellable goods always stay current with the market
  • Manage sellable product prices such that trade agreements are always up to date and new contracts reflect the price change

You can find more detail about how to use process manufacturing capabilities in the product on technet