If you have attended one of RJG’s training events, there is a value that probably sticks out in your mind: 80 percent. That is how much of the molding cycle is spent cooling the plastic part to a temperature that it is rigid enough to withstand the forces of ejection.

As engineers (part, mold, or process), we need to understand which factors influence cooling and how that ultimately determines the cycle time.  So where does that 80 percent number come from? Below in Figure 1 is an equation used to estimate cooling time. 

Figure 1: Cooling Equation

Throughout the next exercise, we will review the following four areas and their impact on cooling:

  1. Part Design
  2. Material Selection
  3. Mold Design
  4. Processing

Part Design

The basis for cycle time is rooted in the decision made by the product design engineer. The thicker the product must be to meet its working conditions, the longer the cycle will be to produce the product. 

Figure 2: Tensile Test Bar

In the previously mentioned formula, h 2 represents part thickness. Since the thickness is squared in the equation, it has the most influence over cooling time.

For this analysis, we utilized an American Society of Testing and Material (ASTM) Tensile Test Bar, shown in Figure 2. The dimensions are an overall length of 2.49 inches, a width of 0.41 inches, and a thickness of 0.13 inches.

Material Selection

By nature, plastic is an insulator. In a melted or molten state, plastic transfers heat slightly better. As it gives up heat, however, its insulation properties increase.

The material properties that are used in the equation are:

  1. Melt Temperature—Temperature at which material transitions from solid to liquid
  2. Mold Temperature—Temperature range to best achieve surface finish replication of the cavity surface
  3. Heat Deflection/Distortion Temperature (HDT)—Temperature at which a material will deflect under load (Figure 3)

Typically, the eject temperature in the equation uses the HDT, or a temperature slightly below HDT. The ASTM test for HDT closely represents what a part endures during ejection with an ejector pin pushing on a single side, while the opposite side is unsupported.

Figure 3: HDT Apparatus

The alpha symbol (α) in the equation in Figure 1 is an important factor in determining cooling time. But what does it mean? Figure 4 shows how to find α.

Figure 4: Thermal Diffusivity Equation

The variables in the Thermal Diffusivity Equation include:

  1. Thermal Diffusivity—Rate at which a thermal disturbance (a rise in temperature) will be transmitted through a substance
  2. Density -- The quantity of a substance per volume (g/cm3 for plastics)
  3. Specific Heat—Heat in calories required to raise the temperature of one gram of substance one degree Celsius

For this test, we utilized a Toyolac 100 with a melt temperature range of 446 to 482° F, mold temperature of 104 to 176° F, and HDT of 181° F.  Density can typically be found on a Material Data sheet, but for Thermal Conductivity or Specific Heat, it’s best to contact the material supplier directly or utilize the data within the simulation software.

Based on the part geometry and material selection, the estimated cooling time is 18.00 seconds in simulation, shown in Figure 5.

Figure 5: Simulation Thermal Analysis

Given all the energy required to melt a material, it’s impractical to remove all of it while the part is still in the mold. Only 40 percent of the energy must be removed so the part is rigid enough for ejection.

Generally, we do not recommend selecting a cooling timer that only meets the HDT—a buffer should be allowed as a safety factor. A good rule of thumb is adding 20 percent to the cooling timer to account for variation on incoming material and slight shifts in machine performance. For tighter tolerance parts, the safety factor will likely need to increase.

Mold Design

The mold in Figure 6 is an 8-cavity with an “H” pattern runner and a lapped edge gate. Cooling lines have been placed in the cavity, core, and runner block following established guidelines for diameter/depth/pitch. By using proven methods for cooling line design, warp and cooling time are minimized. The mold is also fully instrumented with cavity pressure sensors at post gate and end of fill in conjunction with in-cavity temperature sensors.

Figure 6: B Half


So where does that 80 percent number come from? Let’s look at the data we collected.

The process segments we looked at were:

  1. Fill
  2. Pack/Hold
  3. Cooling
  4. Mold Open/Eject/Mold Close

For this experiment, we developed a robust Decoupled II process, resulting in the following process parameters:

  1. Actual Melt Temperature: 456° F
  2. Actual Mold Temperature: 121° F with a flow rate of 3.0 gpm per cooling circuit
  3. Fill Time: 0.26 seconds with a transfer pressure of 8,356 PSIp
  4. Pack/Hold Time: 8.0 seconds at 4,150 PSIp
  5. Cooling Time: 10.0 seconds
  6. Overall Cycle Time: 21.43 seconds

If we add the process times together and divide by the overall cycle time, we reach a value of 0.85.

That means that 85 percent of the cycle is spent cooling the part so that it can withstand the forces of ejection.

Below, in Graph 1, are the actual part temperatures measured with a surface probe at different time increments during process development. In our experiment, the tensile test bar cooled from 456° F to 203° F in 8.26 seconds (fill and pack/hold time). For the part to get below the HDT of 181° F, it took an additional 8.47 seconds. The temperature only dropped 27.4° F (to 175.6 ° F) in just under 9 seconds, which means that there was a lot of heat transfer efficiency lost.

Graph 1

This graph also indicates that at some point, leaving the part in the mold is of little to no added value. Based on geometry, material, mold, and processing, leaving the mold closed for longer than 24.73 seconds really is not cooling the part down much more.

We must consider that using thermal imaging technology or a surface probe are not perfect representations of the actual part. The surface temperature of the part was measured several times over a 2-hour run at 165° F.

The thermal image below in Figure 6 shows the part to be roughly 188° F, while software predicted 181° F at the same time in the cycle. The image also indicates that the thermal signature across all eight cavities is nearly identical.

By utilizing two different methods, we can feel confident that the part temperature is at about 176° F (5° F under HDT).

Figure 6: Thermal Imaging at Mold Open


Part cooling is always a function of wall thickness and the material that the design engineer selects. It’s up to the mold design engineer to place the cooling channels in the proper location to allow for a minimum cooling time. As a process engineer, the old adage of “fill as fast as possible consistent with quality” still holds true. If the volumetric flow rate is very low, the chances of packing out a part are slim to none because the material will likely be frozen.

For this geometry and material, most of the heat (253° F) is removed during the filling and pack/hold phase. However, to remove the last 27° F to be below the HDT, it takes longer than it did to fill and pack/hold the part. Cooling is a waiting game, but with better engineering (part design, mold design, and process), the time required to cool the material goes down.

About the Author

Jeremy Williams has over 17 years of experience in the plastics industry serving the medical, automotive, furniture, and appliance industries. He previously worked as a Principal Engineer, taking projects from design concept to saleable products. Jeremy earned his Master Molder II certification in 2011, became an RJG Certified Trainer in 2012, and started at RJG in 2015. In addition to his extensive manufacturing background, he holds degrees in plastics and business. Currently Jeremy is a Consultant/Trainer with TZERO.