Automatic Coffee Roaster

Background

I've used many methods for roasting coffee. I started with a popcorn popper. It was one of the ones with the vents on the bottom instead of the sides, so coffee would go flying enthusiastically into the air unless I held a grating over the top of the roaster. It also started to ingest chaff in the vents on the bottom, and I had to cover it with a piece of window screen.

I moved on from that to roasting in a cooking pot with a heat gun. My heat gun eventually stopped heating, and I bought a more expensive heat gun with continuously variable heat and a filter on the air intake. However, I eventually had the bright idea of putting a thermocouple in the pot, and measuring the temperature over time. The result, shown to the right, was not very even. I wasn't sure whether this was because the heating itself was uneven, or because the measurement was unreliable, but I suspected the former.

The last straw was a test I did to investigate the effects of roast profile. I roasted the same coffee twice, to the same final color and time after first crack, but once I took 3 minutes and the other time I took 15 minutes. The difference in taste was extreme - if I had not roasted it myself, I would not have believed it was the same coffee.

This would not do. A repeatable, controllable roaster was needed.

Approach

I had several requirements for the new roaster. It had to have a permanent chamber into which I could mount a thermocouple in a fixed location. It also had to have an integrated heater which I could control electronically. I decided that the best option was probably a Poppery II, since they are easily and cheaply available, and I had worked with one before and knew what was involved in modifying it to roast coffee. A popper was obtained for $5 plus a drive to Fall River from someone who met me in a grocery store parking lot driving a Cadillac Escalade. Why people with new-looking Cadillacs sell popcorn poppers on Craigslist for $5 remains a mystery to this day.

I knew from previous experience that in order to get enough heat out of the Poppery II, it would be necessary to reduce the fan speed. My initial plan was to have a switch to set the fan on low (for roasting) and full (for cooling). I would then control the heating coil with a relay. This plan fell apart in preliminary testing, when I concluded that the relay could not switch the heater fast enough. I measured how quickly the temperature in the chamber rose and fell when the heater was connected and disconnected, and there was a change of tens of degrees within a second. A mechanical relay could not be expected to survive switching multiple times within a second for long, and switching more slowly would have resulted in unacceptable variations in air temperature.

With the mechanical relay unsuitable, there was no remaining hope of completing the project with only parts on hand. Since I was going to have to order parts anyway, I decided to get everything I might want.

Components

Already In Stock

LCD
I had a nice 20x4 LCD, with HD44780 or equivalent drivers, already in the parts box.
Keypad
The 4x4 keypad (phone keys plus A/B/C/D) was also bought surplus a long time ago, and finally saw some use.
Circuit Board
I maintain a stock of generic stripboard for use in projects like this.
Type K Thermocouple
Surplus from a much earlier project.
Microcontroller
I used an Atmel ATMega163 (long discontinued) to use up some old stock.

Ordered and Used

Solid State Relay
Since the mechanical relay was not fast enough, a semiconductor-based approach was required. After some investigation, I settled on the s216s02 solid state relay from Sharp, at approximately $6 each. This model will switch only at the AC zero crossings which happen 120 times per second, and are well suited to resistive loads like heaters.
5V supply
Instead of trying to repurpose a wall wart or do it myself, I paid a full $15 for a prebuilt 120VAC to 5VDC switching supply as a single block potted unit.
Amplifier
Since it wasn't much more expensive than a good instrumentation amplifier, I paid $12 for an AD595 dedicated thermocouple amplifier, including built-in cold junction compensation.
Heat Sinks
For the solid state relays.

Ordered but Not Needed

Other Solid State Relay
In addition to the s216s02, I bought some s212s01s. The latter differ in that they will switch on at any time, but switch off only at zero crossings. This turned out to be less useful behavior, so they were not used.
24v transformer
I thought I might want to completely decouple the fan from the heaters, which necessitates a separate supply for it. I never did this.
Exhaust fan
I bought a nice fan to mount on the unit as an exhaust fan. So far I have not done so. I did, however, injure my finger by touching the blade while it was spinning, so I count that for half credit toward using it.
Rheostats and Switches
As a fallback for the digital control, I bought rheostats to reduce power to the fan and 20A switches to control the heater. I did not use them in this design, but expect to in the future to modify a second popcorn popper for someone else.
Spares
I bought extras of everything in case I incinerated the first one. This added to the cost. (I did not end up ruining anything, so the spares remain available for future use.)

Connections

I opened up the popcorn popper. I disabled its internal thermostat, and also disconnected the heaters and brought out their leads to be connected externally. I decided to switch them on the neutral side, primarily because I thought this would reduce my chances of shocking myself while working with them. I also brought out a lead from live to power the 5V supply. I brought all the wires out one of the small ventilation holes near the bottom of the case. There already exist excellent web pages on what you will find in a Poppery II, so I shall not attempt to duplicate them here.

The solid state relays are interesting because they switch only on zero crossings. Upon my first examination of the solid state relay behavior when driven with a signal generator, I saw that they aliased when driven at frequency comparable to or above 120 Hz. I decided to take advantage of this behavior instead of avoiding it - if the duty cycle of the solid state relay is 1/3, and the frequency is high, then one out of three half-cycles will be energized, and without my needing to somehow synchronize the PWM command with line frequency. Perfect!

The solid-state relays also require heat sinks, and list a maximum operating temperature of 100°C. I had purchased some small heat sinks which mounted perfectly on the solid state relays. Unfortunately, in the case of the heater, this heat sink proved inadequate. In a worst-case test with rapid switching and a high duty cycle, I measured a temperature of 95°C and still rising when I terminated the test. I therefore got an old computer heat sink out of the junk parts bin, and drilled and tapped a mounting hole in it. For the fan control, switching <2 A, the original small heat sink was perfectly adequate.

The thermocouple wires proved to be completely unsolderable, so I had to use the screw connections in the original plug. This put the connection further away from the AD595, which is a possible source of error, as the cold-junction compensation will be incorrect if chip is not at the same temperature as the actual cold junction. However, I have observed no significant problems so far.

I initially connected all the electronic components on a solderless breadboard while I debugged the connections from the microcontroller to the temperature sensor, LCD, and keypad. The picture to the right shows the roaster in a preliminary state on my workbench.

Software

This design requires a crystal because it has to reliably measure time and be steady in temperature variations (you wouldn't want your roast to last 10% longer when it's hot out). My first problem was simple yet frustrating - the crystal wouldn't oscillate no matter what I did. After trying several different crystals and multiple sizes of load capacitors, and being on the verge of building my own crystal oscillator instead of using the built-in one on the microcontroller, I decided to replace the microcontroller. The second one worked like a charm. Perhaps the first one had its crystal amplifier damaged by ESD or overload; it was used, after all.

The first order of business was getting the LCD working, because without a display, it's hard to debug anything else. Unfortunately, getting the LCD working involved some quality time with the logic analyzer mode of my oscilloscope, but all the mistakes were mine and there were no fundamental problems.

Once all the components were connected, the first mode implemented was manual control, where the keypad was used to increase and decrease the duty cycle of the fan and heater. I roasted several batches of coffee in this state, and the most difficult part was getting the coffee out again - it turns out to be somewhat difficult to turn a piece of plywood with a half-dozen components loosely sitting on it upside down.

I wanted more than manual control; I did not build a system with a microcontroller so that I could turn the heat up and down myself. My first attempt was to use an LQR controller, but after a day of reading Stengel and looking online, I ultimately struck out at implementing one. I therefore fell back to using a PI controller. The PI controller has only one output, but I need to control both the fan and the heat. I decided to leave the fan under manual control, and use open-loop control (i.e., a calculation) to adjust the heater command given the fan setting. I did a series of tests to check how fan setting affected the actual temperature (raising the fan 50% lowered the temperature 20%), and used this to adjust the command coming from the PI controller to compensate for the fan setting in effect. (In some of the graphs, "command" is before this compensation, and "heat" is after).

This worked out quite well, with the feedback in the outer loop adequate to compensate for any errors in the fan compensation. I tuned the controller parameters by hand, and initially I had the gains much too high, resulting in high-frequency noise from the P gain and oscillation from the I gain. I subsequently tuned them better.

The temperature profile is straightforward - it is limited to being piecewise linear at this time, and one uses the LCD to enter time and temperature points. The EEPROM provides enough space to store four programs of up to 32 points each, and could be increassed with compression or more intelligent packing.

Results

The roaster in its "assembled" form is shown to the right, with all the components attached to the outside of the housing with stainless safety wire. There are only a few exposed 120v connections, and nothing falls off when I turn it upside-down to get the coffee out, so I'm calling it done.

The roaster has had some problems achieving the desired temperatures under unfavorable conditions - in one case, I was outside in freezing weather, and had a 150g batch, and it could not achieve the desired temperature ramp at the end, with the heater running at 100% duty cycle. I think this can be worked around by operating inside with an exhaust fan, with warmer intake air, using <100g, or by using profiles with a slower ramp at higher temperatures. I've never heard of anyone else using a linear ramp for coffee, and I use it only because it was an obvious starting point, not because I think it has any actual advantages.

Conclusions

I started working on it over the Thanksgiving holiday, and finished it on evenings and weekends. The total time spent was equivalent to approximately two and a half weeks of full-time work. The total cost of parts, estimating the value of parts I already had on hand based on buying them new, is in the range of $80 to $100.

I am extremely happy with the results. I think this roaster gives me everything I need to investigate the effects of roasting profile on the taste of coffee. I may make some minor improvements to the profile control UI, or implement curves instead of only linear interpolation, but I expect that most of my future energy will go into actually roasting coffee, tasting it, and adjusting the profile.

If you are working on a similar project, I would be happy to share the AVR source code, which is a mix of C and assembly. Of course, if you are local, I would also be happy to share some delicious freshly-roasted coffee.

References

Acknolwedgements