Difference between revisions of "DNA Melting Part 2: Lock-in Amplifier and Temperature Control"

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(Lock-in signal detection)
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[[Image:DNA_Lock-in_Block_Diagram_20130725.png|500 px|center|Block diagram of lock-in amplifier for DNA melting]]
 
[[Image:DNA_Lock-in_Block_Diagram_20130725.png|500 px|center|Block diagram of lock-in amplifier for DNA melting]]
  
===LED controller===
+
==LED modulation==
 +
 
 +
===Operational Amplifiers===
 +
<span style="color: red;">'''Move this material to DNA Lab Manual'''</span>
 +
[[Image:ElectronicsModuleFig-IOA.png|300 px|thumb|right|Basic non-inverting op-amp circuit.]]
 +
 
 +
In the upcoming lab module we will start using integrated circuits (ICs) known as operational
 +
amplifiers, or op-amps. They are an enormously versatile circuit component, and come in hundreds of special varieties, built to have particular characteristics and trade-offs. We will use some very common general-purpose op-amp, of which a typical example is the LM741.
 +
 
 +
Every op-amp manufacturer provides a datasheet for every IC they make, and you should always familiarize yourself with it. It provides information on everything from pin and signal connections, to special features, limitations, or applications of a particular IC. We have copies of the datasheets available on-line for the op-amps we used in the lab. 
 +
 
 +
[[Image:ElectronicsModuleFig-OPAMP.png|300 px|thumb|right|The pin assignments of the LM741 in a DIP-8 package.]]
 +
 
 +
Besides the (&minus;) and (+) (inverting and non-inverting) inputs, an op-amp needs DC power connections, which is what enables it to be an active circuit element. These power connections are usually omitted on a schematic, but always shown on the datasheet. Typically &plusmn;15 volts is used, but you should check the datasheet to be sure.
 +
 
 +
For powering op-amp circuits, you will use the power supply in '''SERIES''' mode.  In SERIES mode, the (+) output of CH2 is connected to the (&minus;) output of CH1, so that '''CH1+''' is the V+ power for the op-amps and '''CH2&minus;''' is V&minus; power and '''CH1&minus;''' is ground (0V) for your circuit.
 +
 
 +
Every IC has a marking on the package to indicate pin 1, and the datasheet shows the relative positions of the other pins. On the LM741 there is a dot near pin 1 (or a semi-circle on one end of the chip). NC on the datasheet stands for No Connection.
 +
Important: ICs are sensitive to static electricity discharges. Your body can easily store enough charge to damage an IC, especially on a dry winter day. To prevent this, always make sure to touch the grounded metal case of an instrument to dissipate the charge. Use caution when handling the chips.
 +
 
  
 
The LED used in this lab can consume 1.5 Amps of current when driven to its full range, but this is more than 10x the light you will need.  In Part 1 of the lab you had used roughly 90 mA, and for Part 2 you will likely use an even lower current, nevertheless, the analog voltage output sources in the DAQ systems are only capable of driving very small currents<ref>[http://sine.ni.com/nips/cds/view/p/lang/en/nid/207096 Datasheet for the USB-6212]</ref><ref>[http://sine.ni.com/nips/cds/view/p/lang/en/nid/209069 Datasheet for the USB-6341]</ref>. And even if there were enough current available, the steepness of the diode's I-V curve would result in large swings in current for small changes in supply voltage. LED radiant flux &mdash; your excitation light &mdash; is proportional to current, so we will implement a controlled current source and direct it through the LED to provide a more stable sample excitation.
 
The LED used in this lab can consume 1.5 Amps of current when driven to its full range, but this is more than 10x the light you will need.  In Part 1 of the lab you had used roughly 90 mA, and for Part 2 you will likely use an even lower current, nevertheless, the analog voltage output sources in the DAQ systems are only capable of driving very small currents<ref>[http://sine.ni.com/nips/cds/view/p/lang/en/nid/207096 Datasheet for the USB-6212]</ref><ref>[http://sine.ni.com/nips/cds/view/p/lang/en/nid/209069 Datasheet for the USB-6341]</ref>. And even if there were enough current available, the steepness of the diode's I-V curve would result in large swings in current for small changes in supply voltage. LED radiant flux &mdash; your excitation light &mdash; is proportional to current, so we will implement a controlled current source and direct it through the LED to provide a more stable sample excitation.
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[[Image:LED_Op-amp_Drive_Schematic.png|600 px|thumb|center|LED driver circuit]]
 
[[Image:LED_Op-amp_Drive_Schematic.png|600 px|thumb|center|LED driver circuit]]
  
===Adjust amplifier gain and add high-pass filter===
+
==Adjust photodiode amplifier gain and add high-pass filter==
  
 
For Part 2 of the lab you will want to make some adjustments to your amplifier circuit. Principle among these are the adjustment of your low pass filter on the first stage and the addition of a high pass filter between stages. In Part 1, you were amplifying an essentially constant signal, aside from it's slow variation as the dsDNA denatured. Thus your low-pass filter in stage one was most likely tuned to remove noise at 60 Hz and above. In Part 2, the LED excitation light is modulated at a frequency much greater than 60 Hz and therefore the fluorescent emission from the SYBR Green is also modulated. You need to modify this low-pass filter to allow the modulated signal to get through the first stage.
 
For Part 2 of the lab you will want to make some adjustments to your amplifier circuit. Principle among these are the adjustment of your low pass filter on the first stage and the addition of a high pass filter between stages. In Part 1, you were amplifying an essentially constant signal, aside from it's slow variation as the dsDNA denatured. Thus your low-pass filter in stage one was most likely tuned to remove noise at 60 Hz and above. In Part 2, the LED excitation light is modulated at a frequency much greater than 60 Hz and therefore the fluorescent emission from the SYBR Green is also modulated. You need to modify this low-pass filter to allow the modulated signal to get through the first stage.
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[[Image:Part2_TransimpedanceAmplifier.jpg|700 px|thumb|center|Multi-stage photodiode amplification circuit]]
 
[[Image:Part2_TransimpedanceAmplifier.jpg|700 px|thumb|center|Multi-stage photodiode amplification circuit]]
  
===Add heater controller board===
+
==Add heater controller board==
  
 
In order to control a slow ramp up and ramp down in block and sample temperature, the pulse width modulator (PWM) technique has been implemented on the heater/cooler printed circuit board (PCB) that is provided for you. Once the correct connections have been made, you will be able to control your block temperature using the Labview VI with minimal input on your part. It is not required that you learn the details of the heater/cooler controller design and operation, but if you want to know more, please talk to an Instructor or TA.
 
In order to control a slow ramp up and ramp down in block and sample temperature, the pulse width modulator (PWM) technique has been implemented on the heater/cooler printed circuit board (PCB) that is provided for you. Once the correct connections have been made, you will be able to control your block temperature using the Labview VI with minimal input on your part. It is not required that you learn the details of the heater/cooler controller design and operation, but if you want to know more, please talk to an Instructor or TA.

Revision as of 02:58, 4 September 2013

20.309: Biological Instrumentation and Measurement

ImageBar 774.jpg


In part 1 of the DNA Melting Lab, you constructed a simple temperature cycler/fluorometer. The instrument has several shortcomings, including an inability to control the heating rate and susceptibility to noise.

In part 2 you will improve your instrument and data analysis by implementing a number of hardware and software changes. The goal is to make a good measurement. There is plenty of unexplored territory. Do something novel. Think of the lab manual as a set of suggestions. Do whatever makes your instrument better. Go crazy.

Recommended changes include:

  • Optimizing the optical system.
  • Adding a heating/cooling controller to your system.
  • Revising your LED driver and photodiode amplifier circuits to support lock-in signal detection.
  • Downloading and using a version LabVIEW VI that implements the software portions of temperature control and lock-in detection.
  • Refining data analysis by modeling important system behaviors such as photobleaching and temperature lag.

Lock-in signal detection

Lock-in signal detection provides some immunity to the very noisy lab environment. The plots below show typical Power Spectral Density measurements of noise in the 20.309 lab, a mix of optical and electronic noise. Fluorescent lighting creates a very strong technical noise at 120 Hz and harmonics. The lock-in technique moves the signal spectrum from the riotous low frequency realm to a calmer range of frequencies within the laboratory background noise spectrum. Noise in lab the may change without notice, so it may be useful to measure the noise spectrum before settling on a modulation frequency for your lock-in amplifier.

Three views of the noise in the lab:
VI Raw Signals
VI Lock-in
VI Control Panel
1) Electrical noise with photodiode covered (no light).
2) Photodiode pointed at a fluorescent light.
3) Photodiode installed in a melting instrument.

A block diagram of the lock-in scheme is shown below. Implementing lock-in detection requires the ability to modulate the LED output with a carrier frequency and signal processing (in software) to recover the baseband signal. To support these functions, the LED circuit must be modified to include a feedback brightness controller. In addition, the photodiode amplifier must be modified to accommodate the change in signal frequency range. In the VI, you will need to choose all LED driver and filter frequencies to support your design.

Block diagram of lock-in amplifier for DNA melting

LED modulation

Operational Amplifiers

Move this material to DNA Lab Manual

Basic non-inverting op-amp circuit.

In the upcoming lab module we will start using integrated circuits (ICs) known as operational amplifiers, or op-amps. They are an enormously versatile circuit component, and come in hundreds of special varieties, built to have particular characteristics and trade-offs. We will use some very common general-purpose op-amp, of which a typical example is the LM741.

Every op-amp manufacturer provides a datasheet for every IC they make, and you should always familiarize yourself with it. It provides information on everything from pin and signal connections, to special features, limitations, or applications of a particular IC. We have copies of the datasheets available on-line for the op-amps we used in the lab.

The pin assignments of the LM741 in a DIP-8 package.

Besides the (−) and (+) (inverting and non-inverting) inputs, an op-amp needs DC power connections, which is what enables it to be an active circuit element. These power connections are usually omitted on a schematic, but always shown on the datasheet. Typically ±15 volts is used, but you should check the datasheet to be sure.

For powering op-amp circuits, you will use the power supply in SERIES mode. In SERIES mode, the (+) output of CH2 is connected to the (−) output of CH1, so that CH1+ is the V+ power for the op-amps and CH2− is V− power and CH1− is ground (0V) for your circuit.

Every IC has a marking on the package to indicate pin 1, and the datasheet shows the relative positions of the other pins. On the LM741 there is a dot near pin 1 (or a semi-circle on one end of the chip). NC on the datasheet stands for No Connection. Important: ICs are sensitive to static electricity discharges. Your body can easily store enough charge to damage an IC, especially on a dry winter day. To prevent this, always make sure to touch the grounded metal case of an instrument to dissipate the charge. Use caution when handling the chips.


The LED used in this lab can consume 1.5 Amps of current when driven to its full range, but this is more than 10x the light you will need. In Part 1 of the lab you had used roughly 90 mA, and for Part 2 you will likely use an even lower current, nevertheless, the analog voltage output sources in the DAQ systems are only capable of driving very small currents[1][2]. And even if there were enough current available, the steepness of the diode's I-V curve would result in large swings in current for small changes in supply voltage. LED radiant flux — your excitation light — is proportional to current, so we will implement a controlled current source and direct it through the LED to provide a more stable sample excitation.

To implement the current source to drive your LED, you will use a Darlington Transistor [3]. This is a special device in which one transistor drives another to provide higher input-output current gain. At LED current levels around 100 mA the TIP120 will be providing a current gain of about 500[4]. A transistor [5] is a three terminal device in which the voltage or current at one terminal controls the voltage across, or current through, the other two terminals. In our case, the TIP120 acts like one BJT, which would consist of a Base, Emitter, and Collector, and should be wired into the circuit as shown in the schematic below. We will use the base contact of our TIP120 to accept a small amount of current from the LM741 op-amp[6], which will cause the TIP120 to conduct a much larger current between it's collector and emitter, and in turn will allow nearly the same level of current to flow through the LED because only a small amount of base-to-emitter current flows. We don't actually care how large this BE current is, as long as it is well within the op-amp's output capacity. Out feedback setup means we are controlling based on the total current through the LED.

As described in lecture, the op-amp is linearizing the behavior of the TIP120 and therefore the current through the LED. Here the transistor is inside a feedback loop extending from the output of the op-amp, through the base-emitter conduction path in the TIP120, and back from the top of the 1 Ohm resistor, whose voltage drop is thereby fed-back to the negative input node of the op-amp, completing the loop. Recall that this is simply a buffer implementation, with gain of 1. Thus the feedback voltage is directly proportional to the resistor current and because of our choice of resistor value, the current through the LED is equal to the voltage applied to the op-amp positive input by the DAQ. (Remember the golden rules.) So we are easily able to control the current through the LED, and likewise able to control the excitation light delivered to our dsDNA specimen.

Note that if the LED is too bright then the sample will become photobleached very quickly. In the Labview VI you are able to set the DC offset and peak value of the LED current.

Note also that the voltage to the LED still comes from the fixed 5 V supply on your lab station's INSTEK GPS-3303 power supply, while the op-amps still operate on +/– VCC (+/-15 V in your setup). It is a good idea to return the LED current directly to the minus connection of the 5 V power supply. This will minimize noise on the sensitive signal ground of the amplifier.


Warning.jpg As before, double check your wiring before powering the LED. The LED can be damaged by excessive current. Reduce the offset and amplitude of your driving current to protect the LED as well as to minimize photobleaching.


LED driver circuit

Adjust photodiode amplifier gain and add high-pass filter

For Part 2 of the lab you will want to make some adjustments to your amplifier circuit. Principle among these are the adjustment of your low pass filter on the first stage and the addition of a high pass filter between stages. In Part 1, you were amplifying an essentially constant signal, aside from it's slow variation as the dsDNA denatured. Thus your low-pass filter in stage one was most likely tuned to remove noise at 60 Hz and above. In Part 2, the LED excitation light is modulated at a frequency much greater than 60 Hz and therefore the fluorescent emission from the SYBR Green is also modulated. You need to modify this low-pass filter to allow the modulated signal to get through the first stage.

Next, since the 60 Hz, 1/f, fluorescent light switching and other noise sources are likely lower than your LED modulation carrier frequency, you will want to insert a high-pass filter as shown in the updated schematic below. Think about the frequencies of the noise sources and your carrier frequency and choose an appropriate filter cutoff frequency.

Also be sure to re-evaluate the way in which you have gain distributed between the two stages. Now that the op-amps are responding to higher frequency signals, additional non-ideal characteristics may come into play. Among these is the fact that the op-amps can only slew their output voltages at a certain rate. Because this limited slew-rate limits the peak-to-peak voltage that can be achieved over small time scales, the maximum gain that can be achieved will likewise be limited. Review the datasheet for your LF411 op-amps, dig around online or in the course reading materials, talk to an Instructor or TA, and research two particular specifications: the slew rate and the "unity gain bandwidth" or the "gain-bandwidth product." Slew rate is directly applicable to both your first-stage transimpedence amplifier topology and your second-stage non-inverting topology. The gain-bandwidth product is an easier to use summary specification provided by the manufacturers, but it is only applicable to the op-amp's use in the typical non-inverting or "voltage-in voltage-out" inverting topolgy.

Multi-stage photodiode amplification circuit

Add heater controller board

In order to control a slow ramp up and ramp down in block and sample temperature, the pulse width modulator (PWM) technique has been implemented on the heater/cooler printed circuit board (PCB) that is provided for you. Once the correct connections have been made, you will be able to control your block temperature using the Labview VI with minimal input on your part. It is not required that you learn the details of the heater/cooler controller design and operation, but if you want to know more, please talk to an Instructor or TA.

DNA Melting Heater Controller Board
Fan Connection
DAQ Connections
Heating, Cooling, and Logic power status LEDs
5 V Logic power connection

All points of connection are labeled on the PCB. Using the reference images above, make connections between your PCB and your DAQ cable (as described in the next section), your fan, and also your 5 V power. The most convenient spot from which to jump your 5 V power supply would be to tap into the location of the power connection for your blue LED. The connection to the fan itself is self-explanatory, and is labeled as "Fan+" for the red wire and "Fan-" for the black wire.

Next, connect your TEC and the computer power supply for the TEC and fan. Do not yet switch on the Diablotek computer power supply. Connect your TEC to the 2-pin Molex male connector on the left of the board using a Part 2 (red/black wires) female connector provided on the counter in the same box as the Part 1 connector (Black/White wires). Connect the free end of the new TEC wires to your TEC stack using wire nuts as before. If your TEC is installed correctly, connect red-to-red and black-to-black. If it is upside down, reverse the connections. Now verify that the Diablotek computer power supply is not switched on. Then connect the the 4-pin connector from the Diablotek that IS NOT labeled for Part 1 to the "Diablotek" 4-pin connector labeled on the PCB. These 2-pin and 4-pin connectors are all white, in contrast to the one black connector that you used for Part 1.

Do not yet switch on the Diablotek.

Finally, several status LEDs are provided on the PCB. A green LED will tell you whether the logic circuits are receiving 5 V power. A red LED will indicate that you are sending a heating signal. And a blue LED will indicate that you are sending a cooling signal. These LEDs do not indicate whether the TEC is actually receiving power from the Diablotek. They only indicate that status of the controller logic.


Note Icon.jpg You may have noticed the many solder pads on this board without components. The board is made with the possibility of implementing your entire LED controller, dual-stage amplifier, and RTD temperature circuit. If you are interested in replacing your large ugly bread board with a compact attractive surface-mount PCB implementation, see Steven.


Update your PC data acquisition system

Update the DAQ connections

In the DAQ connections inset above, the "Fan" connection is a 0 or 5 V signal from the DAQ, controlled by the new Labview VI to be downloaded below. The "Heat/Cool" connection is a 0 or 5 V signal, also sent by the DAQ and controlled by the VI, that tells the heater/cooler logic circuits to either heat (high, 5 V) or cool (low, 0 V). The DGND slot next to both the Fan and Heat/Cool connections should be connected to the digital ground of the DAQ, which is provide using the bare wire from your DAQ connector, as described in the handout.

Next, the "On/Off" connection also accepts a 0 or 5 V signal from the DAQ. However this signal is provided a square wave of varying duty cycle. This approach forms the heart of PWM power control. When the signal is high, the power switches in the large BTN7930 half-bridge chips are configured to allow current to flow through the TEC. The Heat/Cool signal controls the direction of power flow as noted above. When the On/Off signal is low, no power flows through the switches in either direction, when it is high, power will flow. A control loop inside the Labview VI implements a Proportional-Integral-Derivative (PID) controller to set both the On/Off pulse widths and the Heat/Cool signal level in such a way as to maintain a desired temperature, or follow a desired temperature profile in time. The frequency of this duty cycle is pre-set at 237 Hz so that it's overtones do not interfere with the typical 10 kHz LED modulation frequency of your lock-in amplifier. If you choose a different LED modulation frequency, you may want to adjust the PWM frequency as well. The two half-bridge chips, connected and controlled as they are here, form what is called an H-bridge. If you want to know more, please ask an Instructor or TA.

Signal Name Signal Location Ground Location Pin wire color
DAQ Inputs
RTD AI0+ AI0- +Orange / -Black
Photodiode AI1+ AI1- +Green / -White
DAQ Outputs
Fan P1.1 N/A Orange
Heat/Cool P1.0 N/A Red
Digital GND DGND N/A Black (bundled with Red/Orange)
Heater/Cooler On/Off +AO1 AOGND +Green / -Blue or -Black
LED Modulation Carrier +AO0 AOGND +Yellow or +White / -Blue

Recall that the DAQ connections and cable wire colors are also summarized in a memo. NOTE: the polarity of the photodiode inputs has been reversed in this lab manual, in comparison to the first version of the DAQ connector memo, to address the cross-talk issue that we recently discovered in the DAQ.

DAQ Connection Cable

Update and test the Labview VI

Replace your current VI with DNA_Melting_Lock-in.vi, provided for you on the course share in the CourseMaterials/Labs/DNAMelting folder. Be sure to make your own copy and adjust the parameters of the RTD temperature calculations as necessary. Follow the instructions in the VI to run an experiment.

However, before you run any experiments, verify that you have connected the PCB board to the DAQ and TEC power supply appropriately. First open the VI in Labview and start it by clicking the white "run" arrow. Next turn on your +/- 15 V and 5 V power supply (the green power status LED should light on the Heater/Cooler board) and toggle the LED button to verify that your LED circuit works. If not, make a note of it to come back to it later.

Now turn on the Diablotek TEC power supply. Your fan should start at the same time. Any time the TEC power supply is on, the fan will turn on automatically when you first start-up this VI, it will turn off when you start to heat, and it will turn back on when either the temperature profile enters the cool-down phase or when you click on the cool-down override button in the VI. The fan is necessary to help your heat sink dissipate the waste heat that is pumped from the top side of the TEC stack during cooling operations.

Finally, click "Go" to start a heating cycle. The fan should turn off, the red heating status LED should light up, and the temperature of your heating block should start to respond. Be sure that your TEC power supply is on for this test. You may want to adjust the heating profile for debugging purposes.

If any of the steps above do not give the expected outcome: Investigate, hypothesize, make an adjustment, and start again at the DAQ connections.

Labview VI screens EARLY in a melting/annealing cycle
VI Raw Signals
VI Lock-in
VI Control Panel
Labview VI screens LATE in a melting/annealing cycle (notice large bleaching)
VI Raw Signals
VI Lock-in
VI Control Panel

Part 2 Experimental procedure

Most of the experimental procedure for part 2 is identical to that of part 1. All of the Safety and Environmental precautions listed there also apply here. In part 2 we will give you three known dsDNA samples, and one unknown sample. The three know samples will vary in either number of base pairs in the oligos, buffer ionic strength, or the degree of match between the two oligos in solution. The unknown sample will be one of your know samples.

Your task is two-fold: 1) Produce three (3) precision melting curves for each of the three known samples and calibrate your instrument by comparing them to known standards or simulated results, and 2) produce three (3) precision melting curves for the unknown sample and determine its identity.

To begin, open the DNA_Melting_Lock-in.vi LabView VI and follow the instructions there. Take some time to get to know your new instrument using the fluorescein and old dsDNA samples provided. Debug your instrument so that you can reliably produce a precision melting curve. Maximize SNR using the new procedure described below. Work with a TA or Instructor to verify that your instrument is in peak operating condition. Be sure that your analysis scripts are also in peak operating condition. Then and only then, work through the final experimental steps described below.

Final experiment steps

  1. Find your group listed on the white board in lab and retrieve your group's sample set from the sample box for this semester, located in the refrigerator.
  2. Prepare a sample as described previously and place cuvette in your heating block.
  3. Use the VI as instructed there to record RTD and photodiode output during heating and cooling.
  4. Time allowing, repeat the last steps two (2) more times for each of your known sample types, using a new 500 uL shot of sample for each run, for a total of up to three (3) curves per sample. Save the data for each run. The three runs (time allowing) per sample type will allow you to judge the consistency of your execution. In particular, the temperature transfer function between the block and the sample can be variable if sample loading and setup are inconsistent.
  5. Finally, prepare samples and record three (3) melting curves for your unknown sample type. For the unknown, you should be sure to have three (3) runs.


Note Icon.jpg IMMEDIATELY return any DNA to the refrigerator unless it is being analyzed in your instrument.


Measuring signal to noise

Carry out a test of the signal to noise ratio (SNR) of your instrument by inserting a fresh sample of dsDNA and then running the VI, DNA SignalToNoise 041310.vi, provided under the CourseMaterials/Labs/DNAMelting folder. Run this VI with your desired operating conditions until the strip chart at the top of the screen is full of good data, and click "Save Data" to record this data to disk. Next, open Matlab, load your file into an array and run its transpose through the SToNCalculator.m function provided, using no semicolon after the function name. This function will output graphical representations of your data along with your calculated SNR numbers. Your instrument will be rated based on it's "Adjusted SNR."

Opportunities for further development

For those so-inclined, there is much fertile ground for further improvement of both the instrument and our understanding of the physical processes involved. We welcome your interest in pursuing such improvements. Some possibilities are listed here.

  • There is another method for controlling the heating profile of your DNA sample. It so happens that the heater/cooler board has been designed as a "shield" for an Arduino controller board. An initial version of software for that purpose has been tested and debugged. One next step that could be to integrate the Arduino controller into the over-all Labview Lock-in VI. See us if you are interested.
  • You will fit a multi-parameter model to your data. One primary weakness in our implementation of such a model at this time involves the convective heat loss term in the transfer function of the heating lag model between the block and the sample. We have some ideas to address this. If you do also, or would like to hear more, please see us.
  • Also, to do a DNA melting curve properly, one must heat (or cool) the sample extremely slowly. If we tried this with our current approach the sample would be far too bleached by the end. One method to address this would be to revise the Labview VI so that the LED turns only briefly, and only after temperatures have stabilized to eliminate the lag between block and sample. If you are interested in tackling this, please see one of us.
  • Next, we do not believe that we have a fully-developed bleaching correction for this experiment. You may agree after trying your hand at this correction. If you would like to investigate further, please see one of us.
  • Any and all other ideas for improvement will also be given fair review!

Lab manual sections

References

  1. Datasheet for the USB-6212
  2. Datasheet for the USB-6341
  3. Darlington Transistor
  4. TIP120 Darlington transistor
  5. Using a transistor
  6. LM741 Op-amp datasheet

Datasheets

  1. SYBR Green I datasheet
  2. LF411 Op-amp datasheet
  3. LM741 Op-amp datasheet
  4. TIP120 Darlington transistor datasheet