Thursday, August 4, 2011

"Wrap Up"

Pella Externship
Days 29-31

The last few days have been very exciting.  We had our meeting with Bart, the in house analyst, to go over our methods of data collection and statistical analysis.  We discussed why we chose to group the data on a monthly basis to smooth out some of the variation in the daily returns.  We also looked a little closer at the correlation coefficients and some of the corresponding P-Values.  In the end, he agreed that we had a tool that had some value to it, as long as they were careful about how they applied the results.

My final presentation was to the Lumber Plant Manager, Raw Lumber Purchase Manager, and Lumber Process team.  I explained the Externship and specific goals given to me when I began this summer.  We went over the optimization tool and users guide.  They were all very excited about the different ways it might impact each of their roles in the plant.  Overall, the presentation went very well and all of their questions were answered.  If anything, we had to reign them back in and remind them that it was just a simulation tool. 

I found this 6 week experience to be one of the most valuable trainings of my professional career.  In the beginning, I was nervous about how the connections to the 21st Century Skills and Eight Standards for Mathematical Practice would be brought back into the classroom.  Now I see the opportunities to tie these concepts in on an almost daily basis.  The majority of my career to this point has been spent in a philosophical tug of war between focusing on the skills and dedicating time to allow students to discover and apply at a slower pace.  After my experience at Pella Corp., I can challenge myself to design units that will bring together the best of both worlds.  We work on building communication, perseverance, defending results, and solving unique and challenging problems skills in class.  The best teachers find a way to engage students in the technical skills of math while building these real life skills as well.

Wednesday, July 13, 2011

"Winding Down"

Pella Externship
Days 25-28
 
I'm wrapping up some loose ends this week as the Externship winds down.  I have a meeting this afternoon a member of the data analysis team.  We are going over the regression equations that were generated to help give a little perspective to how useful they really are.  It's been few years since my last Statistics course and it's not exactly like riding a bike.  I've been putting together a list of questions for the meeting today.  The simulations have been returning numbers that are pretty close to the expected results, so I'm hoping that we have equations that will work.
 
In addition to my Data Analysis meeting, we have also been putting together a presentation for the lumber plant and engineering process managers.  I'm excited to hear their reaction to the program we have been developing.  
 
From a teacher perspective, this externship has taught me the value of project based learning.  I'm still struggling with how I can get my return on investment of the time it takes to students to work through one of these units.  I know from a student view that they are much more engaged when they get to apply the concepts.  It's my job to make sure it is content rich and challenging enough to justify the block of time that must be set aside.
 
I've really enjoyed my time here and feel that the project has some value.  Putting together the presentation this week has really given me a chance to look back over the 6 weeks and reflect on the challenges and successes.

Monday, July 11, 2011

"PBL Unit"

Pella Externship
Days 21-24
 
The past week has been great here at Pella.  It feels like we have some results that will be useful after I'm finished with my time.  For the most part, the last couple days have been cleaning up a few numbers and some formatting issues with the Excel program.  I've also been toying with the numbers to verify that the correlation we got was more than a fluke.  As I tie up the loose ends on the project, my attention turns a bit to my teacher responsibilities.
 
Last week in my meeting with Comfort, we discussed some of the challenges that teachers face in the new era of education.  She talked about the difficulty college professors had conveying the multitude of expectations that new teachers would be faced with once they took over their own classroom. 

I talked about the some of frustration I dealt with my first few years as an educator trying to meet the District requirements as well as the Professional Development Models we were expected to incorporate.  More recently, we've been asked to add the Common Core and the 21st Century Skills.  Somewhere in there I have to factor in the content I believe is important for success at the next level (which may be different for each student).

For new teachers it is more difficult as they face the task of establishing classroom expectations, mastering attendance, determining grading philosophy, and communicating with parents for the first time.

They are taught in college to teach for "depth" in their subject area with Problem Based Learning and the importance of Authentic work developed by each student, but given an impossible checklist of skills to be taught and mastered for the high stakes tests.

In the spirit of solving problems, not just identifying them, Comfort and I talked about the importance of combining enough different skills and standards into one project based unit as possible to justify the amount of days we planned to send on it.

In evaluating the unit I was building for this Externship, I decided it was worth some time this week to looked closely at the Standards for Instruction in the Common Core.

They are:
1. Make sense of problems and persevere in solving them.
2. Reason abstractly and quantitatively.
3. Construct viable arguments and critique the reasoning of others.
4. Model with mathematics.
5. Use appropriate tools strategically.
6. Attend to precision.
7. Look for and make use of structure.
8. Look for and express regularity in repeated reasoning.

I could honestly see most of these in the unit, but am still trying to improve some elements.

Wednesday, July 6, 2011

"Critical Thinking"

Pella Externship
Days 18-20
It seems like the big pieces are falling into place.  Jeff, Mike, and I sat down yesterday to look over what we had so far.  The simulations we ran "felt right" based on the expected yields they already recover.  The big issues left to tackle are putting some polish on the finish product and finding some reasonable restraints to limit the amounts and types of lumber fed into the plant.  The only real hurdle I see left to overcome is that the simulations are suggesting a mix of lumber that is significantly different than what is currently run through the factory.
The lesson to take back to the classroom this week is the importance of interpreting and making decisions based on the information you receive.  If we just took the results of the optimization tool and implemented them tomorrow, there would be serious consequences in supply availability, purchase requirements, and labor force needed.  This really brings home the "more than one right answer" issue for students.  While the program gives us its version of a best answer, the real decisions for the factory are complicated and have many considerations.  It is rewarding to hear about ways they plan to use the optimization program and the new perspective it might give to the way things have been done in the past.

Thursday, June 30, 2011

"Setup"

Pella Externship
Days 16-17
The last 2 days have been aimed at a 2nd version of the Optimization Program.  The first few attempts at running the simulation showed me that there was some debugging to do. 
I've incorporated the new constraints and variables, but the big breakthrough came with a different approach to the regression equations.  Instead of using many equations to relate one variable at a time to the outcome (which produced some extremely erratic solutions), I tried out the Data Analysis program in excel.  The program allows for multiple variables to be combined to predict a specific outcome.  I'm still a little concerned about the correlation, but I got the relationship from a 10% or less accuracy rate to 80% or better predictability.
My "Ah-ha" teacher moment came today as I started on a User Guide for my program.  In a conversation with Mike yesterday, he asked that I put together some instructions to accompany the program.  That way anyone trying to use the program would have a general understanding of how it was structured and how to utilize it.  I spent some time today trying to remember and document what I was thinking as I designed the opt. tool.  It was difficult at first, but as I got rolling with it I realized how valuable it was, not just for the user, but for myself and my understanding of the relationships involved.
I use written reflection in the classroom often, but it is good to be on the other side of it once in a while.

Monday, June 27, 2011

"2nd Wind"

Pella Externship
Days 12-15
The past few days have been great.  The initial excitement of the project is back.  I spent about 3 hours last Thursday going over what we had discovered by working the data so far.  It was great to get some feedback on the direction I was heading and some suggestions on how we might want to incorporate the models I had come up with. 
We also discussed some new components of the Optimization process that we should consider including.  New twists, like being able to purchase some parts instead of producing them from the lumber plant, have given me a different perspective of how the process could be better managed. 
Other components, like the demand for certain parts and how much raw lumber inventory is available, are going to play a key role in how effective the program can be on a daily, weekly, and monthly basis.  In addition, we discussed more practical views of overproduction in the plant.
All of our discussions have provided some clarity as to the final product they hope to have at the end of my time here.

"Try, Try Again"

Pella Externship
Day 7-11
I spent the end of last week trying to pull some useful equations from the past several years of data.  I'm starting to understand the difficulty involved.  Any best fit line that is calculated is hard to justify using for optimization.  When you look at the predicted value using the equation, there is often a huge variance from the actual results produced. 
Yesterday and today I looked into another option for predicting the amount of lumber recovered.  The lumber plant has some test results from specific mills that they have collected and studied over the past 2 years.  While there are a relatively small number of samples taken for each mill, they were isolated and specific. 
In addition, a portion of each of the past 4 days has been invested in designing different versions of the optimization tool.  With some luck, I think we will be able to combine our conclusions from the data into a functional program.
In terms of lessons to bring back to the classroom from this week, I have caught myself several times searching the Internet for answers to my programming problems.  As a math teacher especially, it is easy to dismiss the importance of inquiry in the classroom.  I need to find opportunities for my students to find solutions to challenging problems independently.  
With the pressure to cover everything in the curriculum, it is easy to forget the importance of students creating their own connections and being given time to struggle with difficult problems.  I need to remind myself that the time invested early on in the school year to build confidence and independence will allow for a much smoother 2nd semester.

Monday, June 20, 2011

Pella Externship 2011- Week #2


Pella Externship
Days 3-6
 
 
It has been a fun past few days as I jump into some of the data.  I've really enjoyed getting the figures compiled and sorted so they are easier to work with.  I hope we are able to find some regression equations of value.  It almost seems like the harder one looks at the number or tries to manipulate them, the less clear the outcomes become.  My concern for the project right now is that our equations may lack the correlation to make them useful as prediction models.
 
In addition to picking up some programming tricks in excel, I've had to learn a few things about cubicle work as well.  As a teacher, I take for granted how nice it is to stay moving all day.  On more than one occasion my body has had to remind me to blink as I focus on the computer screen for hours at a time.  I never thought I would come to appreciate the chaos of the hallway during passing time.
 
The lesson of the week that I will take back to the classroom is the importance of active learning for the students.  Sometimes I forget that I have the luxury of walking around the classroom and interacting with students on an individual or small group level.  For the most part, students are sitting in a desk all day.  While I try to find a way for students to interact with one another often, I think I can bring in more opportunities for kids to get out of their seats and collaborate.

Tuesday, June 14, 2011

Pella Externship 2011

Summer Externship - Day 1
Pella Corp.
 
The first day of orientation at Pella Corp. has gotten me very excited about the summer project.  We began with a tour of the Lumber Processing plant.  As we follow the lumber from its entry in to the warehouse through the entire processing center and on through final assembly, it becomes clear that there are a lot of variables that will be hard to isolate in the optimization process.
 
As I talk to Jeff and Mike, my primary contacts, I start to get a feel for some of the methods they have tried to collect usable data.  I start to realize that in my math classroom I present students with "Real World" challenges that provide easily attainable data and nice and neat solutions.  In the actual Real World, the data isn't always so black and white.
 
As we finish the first day, we talk about some expectations and possible directions we can head with the summer project.  Ideally, we would be able to create an optimization tool in Excel to help make decisions about what lumber is purchased and fed into the plant to raise yield and lower costs. 
 
 
 
Summer Externship - Day 2
Pella Corp.
 
The morning of my second day is spent looking at data that has been collected over the past few years.  Jeff and Mike do a great job of explaining how the data has been summarized.  Overshadowing the data is the fact that multiple sources of lumber are mixed daily, making it difficult to assign yield values to particular mills.  Just before noon, we meet with some of the team that has been working on the statistical data.  It is agreed that we need to dig in and try to identify usable conclusions before an optimization tool is realistic.  The remainder of the afternoon is spent getting comfortable with the data .
 
I can tell that my experience will be challenging and rewarding this summer.  I've already seen a need to bring more ambiguous problems into my classroom.  Can't wait to see where this will lead me.