Milling & Baking News - September 24, 2019 - 7

Editorial

IoT and A.I. to address baking's labor challenge

L

abor-saving automation for decades has been a weekly equipment inspections by installing heat sensors
mainstay of new equipment introduced at IBIE. on different pieces of equipment. Heat sensors offer cues
Given the elevated attention the American Bak- to a wide range of equipment problems and cost $100
ers Association has devoted to the issue of a tightening to install and $50 a year to operate. The sensors identify
labor force, it isn't surprising that the floor of the Las problems within minutes, in contrast to weekly physiVegas Convention Center was dotted with an array of cal inspections that cost about $900 annually and may
robotic and other automated equipment at IBIE 2019.
identify problems only after equipment damage has
During an interview with Milling & Baking News at been sustained.
the show, Robb MacKie, president of chief executive ofMr. Wright estimated 20 billion devices worldwide alficer of the A.B.A., said a tight labor market has wors- ready are part of IoT, a figure growing rapidly. He said
ened  from  "red hot" to "near crisis" in the year-and- equipment from air compressors to rodent traps would
a-half since the association identified the issue as its be suitable for such installations.
members' most pressing. Beyond sophisticated equipA different approach to IoT for baking was offered
ment on display at IBIE, laborby Rob Schoenthaler of AtollThe technology over time
saving opportunities also were
ogy, Inc., Santa Clara, Calif. The
will help baking companies
central in the excellent education
young company's customers
objectively compare various
sessions, dubbed IBIEducate,
range from General Mills, Inc.
during the triennial show.
production lines and facilities to to Tesla, Inc. The company uses
Two particular presentations
basic video cameras to track
one another, identifying paths
described technology that would
people and equipment and help
for improvement.
have been difficult to imagine
them operate more efficiently. Mr.
only a few years ago but appears affordable, practi- Schoenthaler offered fascinating examples of the techcal and compelling in 2019. The presentations empha- nology's applicability, ranging from a bagel dough masized the importance of bakers looking for more than chine prone to intermittent failure (and ruined dough
new equipment to deal with the worsening shortage batches) to the chaotic ballet airlines choreograph beof skilled workers. Harnessing emerging technolo- tween service providers (e.g., baggage handlers and
gies such as artificial intelligence (A.I.), the internet of cleanup crews) in their effort to minimize time spent at
things (IoT) and big data, presenters focused on im- a gate between a flight's arrival and the next one's deproving maintenance and sanitation of existing equip- parture. The company uses A.I. and IoT to identify ways
ment and using technology to maximize productivity.
to expedite interactions between machines, people and
Maintenance solutions with IoT were addressed by materials. In addition to helping solve problems, the
Jay Wright of Somax, Inc., Alpharetta, Ga. Mr. Wright technology over time will help baking companies objeccalled maintenance a "red-headed stepchild" that of- tively compare various production lines and facilities to
ten fails to secure needed attention and investment in one another, identifying paths for improvement.
production plants. He said IoT offers bakers an opBoth the Somax and the Atollogy presentations
portunity to reduce dependency on (but not elimi- promised cost-effective, non-disruptive installations,
nate) some of the highest paid and most difficult-to- with systems that do not rely on businesses' informareplace employees at a plant.
tion technology departments.
Stepping back, the IoT is defined as connecting things,
It is difficult to picture a future in commercial baking
in this case baking equipment, to the internet and send- that does not include IoT solutions. Bakers must explore
ing data to the cloud where it is processed and returned every avenue for dealing with the worsening shortage of
with actionable information, increasingly to mobile de- skilled labor. Rapidly advancing IoT technology increasvices. For baking plants, Mr. Wright suggested replacing ingly looks like low-hanging fruit, ripe for harvest. MBN
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7 / January 2, 2018
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Milling & Baking News - September 24, 2019

Table of Contents for the Digital Edition of Milling & Baking News - September 24, 2019

Milling & Baking News - September 24, 2019
MacKie, Brown extol efforts to highlight baked foods positives
Mendota flour mill seen positioning ADM powerfully in key U.S. market
LATE NEWS - Shore Capital invests in Main Street Gourmet
Contents
News Comment - Not a year for flour buying on autopilot
Editorial - IoT and A.I. to address baking’s labor challenge
Late News
Business - Smart Baking expanding in Florida with production plant renovation
Marking anniversary, Ardent Mills creates chief growth officer position
Global Bakeries acquires Better Baking Co., based in Los Angeles
Flowers Foods contending with cost inflation in many areas
Bunge secures stake in Brazilian grain-sourcing business
Simple Mills launches almond flour bars
Four pillars fueling Hostess’ profitable growth trajectory
Private equity firm acquires Café Valley, baker of sweet goods
AAK acquires U.K.-based Soya International, lecithin specialist
Mi Rancho launches non-G.M.O. tortillas
Rich IoT opportunity seen in bakery maintenance
Spring wheat harvest plods along while fall crop harvests inch north
General Mills recalls Gold Medal flour linked to E. coli
Washington - United States and China prepare for high-level trade talks in October
U.S.D.A. sees lower sugar ending stocks for 2018-19 and 2019-20
Merchandising and Promotion - Martin’s Famous Pastry Shoppe expands swirl bread lineup
Panera Bread Co. debuts warm grain bowls with two varieties
Food Ingredient Solutions - Finding sweet success when reducing added sugars
Organic Update - Organic soybean prices higher in July-August period
Financial Results - General Mills posts improvement in North America Retail sales
Acquisitions help lift full-year profits at Lancaster Colony
North Dakota Mill and Elevator profit falls in fiscal year
People - Barkley elevated to c.e.o. at Kind in leadership shuffle
IBIE Review - Highlights from IBIE 2019
Data - Consumer Price Index for baked foods and cereals declines 0.3%
Retail white, whole wheat bread prices lose ground in August
Industry Activities - Baking company executives see benefits from Energy Star program
Grupo Bimbo receives sustainability Award from Baking & Snack
Milling Technology - I.S.U. breaks ground on new feed mill and grain science complex
Bühler receives Queen’s Award for optical sorting technology
Ingredient Market Trends - Questions aplenty as winter wheat planting begins
Ingredient Week
Supplier Innovations
Classifieds
Marketplace Business Network
Ad Index
Archive
Milling & Baking News - September 24, 2019 - LATE NEWS - Shore Capital invests in Main Street Gourmet
Milling & Baking News - September 24, 2019 - LATE NEWS - Shore Capital invests in Main Street Gourmet
Milling & Baking News - September 24, 2019 - 2
Milling & Baking News - September 24, 2019 - 3
Milling & Baking News - September 24, 2019 - News Comment - Not a year for flour buying on autopilot
Milling & Baking News - September 24, 2019 - 5
Milling & Baking News - September 24, 2019 - 6
Milling & Baking News - September 24, 2019 - Editorial - IoT and A.I. to address baking’s labor challenge
Milling & Baking News - September 24, 2019 - Late News
Milling & Baking News - September 24, 2019 - 9
Milling & Baking News - September 24, 2019 - Business - Smart Baking expanding in Florida with production plant renovation
Milling & Baking News - September 24, 2019 - 11
Milling & Baking News - September 24, 2019 - Global Bakeries acquires Better Baking Co., based in Los Angeles
Milling & Baking News - September 24, 2019 - Simple Mills launches almond flour bars
Milling & Baking News - September 24, 2019 - Four pillars fueling Hostess’ profitable growth trajectory
Milling & Baking News - September 24, 2019 - 15
Milling & Baking News - September 24, 2019 - AAK acquires U.K.-based Soya International, lecithin specialist
Milling & Baking News - September 24, 2019 - Mi Rancho launches non-G.M.O. tortillas
Milling & Baking News - September 24, 2019 - Rich IoT opportunity seen in bakery maintenance
Milling & Baking News - September 24, 2019 - General Mills recalls Gold Medal flour linked to E. coli
Milling & Baking News - September 24, 2019 - U.S.D.A. sees lower sugar ending stocks for 2018-19 and 2019-20
Milling & Baking News - September 24, 2019 - Panera Bread Co. debuts warm grain bowls with two varieties
Milling & Baking News - September 24, 2019 - Food Ingredient Solutions - Finding sweet success when reducing added sugars
Milling & Baking News - September 24, 2019 - 23
Milling & Baking News - September 24, 2019 - 24
Milling & Baking News - September 24, 2019 - 25
Milling & Baking News - September 24, 2019 - Organic Update - Organic soybean prices higher in July-August period
Milling & Baking News - September 24, 2019 - 27
Milling & Baking News - September 24, 2019 - Financial Results - General Mills posts improvement in North America Retail sales
Milling & Baking News - September 24, 2019 - 29
Milling & Baking News - September 24, 2019 - North Dakota Mill and Elevator profit falls in fiscal year
Milling & Baking News - September 24, 2019 - People - Barkley elevated to c.e.o. at Kind in leadership shuffle
Milling & Baking News - September 24, 2019 - IBIE Review - Highlights from IBIE 2019
Milling & Baking News - September 24, 2019 - 33
Milling & Baking News - September 24, 2019 - 34
Milling & Baking News - September 24, 2019 - Retail white, whole wheat bread prices lose ground in August
Milling & Baking News - September 24, 2019 - Grupo Bimbo receives sustainability Award from Baking & Snack
Milling & Baking News - September 24, 2019 - Bühler receives Queen’s Award for optical sorting technology
Milling & Baking News - September 24, 2019 - 38
Milling & Baking News - September 24, 2019 - Ingredient Market Trends - Questions aplenty as winter wheat planting begins
Milling & Baking News - September 24, 2019 - Ingredient Week
Milling & Baking News - September 24, 2019 - 41
Milling & Baking News - September 24, 2019 - 42
Milling & Baking News - September 24, 2019 - 43
Milling & Baking News - September 24, 2019 - 44
Milling & Baking News - September 24, 2019 - 45
Milling & Baking News - September 24, 2019 - 46
Milling & Baking News - September 24, 2019 - 47
Milling & Baking News - September 24, 2019 - 48
Milling & Baking News - September 24, 2019 - Supplier Innovations
Milling & Baking News - September 24, 2019 - Classifieds
Milling & Baking News - September 24, 2019 - Marketplace Business Network
Milling & Baking News - September 24, 2019 - 52
Milling & Baking News - September 24, 2019 - Ad Index
Milling & Baking News - September 24, 2019 - Archive
Milling & Baking News - September 24, 2019 - 55
Milling & Baking News - September 24, 2019 - 56
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http://digitalmbn.bakingbusiness.com/sosland/mbn/2018_05_22
http://digitalmbn.bakingbusiness.com/sosland/mbn/2018_05_08
http://digitalmbn.bakingbusiness.com/sosland/mbn/2018_04_24
http://digitalmbn.bakingbusiness.com/sosland/mbn/2018_04_10
http://digitalmbn.bakingbusiness.com/sosland/mbn/2018_03_27
https://www.nxtbook.com/sosland/mbn/2018_03_13
https://www.nxtbook.com/sosland/mbn/2018_02_27
https://www.nxtbook.com/sosland/mbn/2018_02_13
https://www.nxtbook.com/sosland/mbn/2018_01_30
https://www.nxtbook.com/sosland/mbn/2018_01_16
https://www.nxtbook.com/sosland/mbn/2018_01_02
https://www.nxtbook.com/sosland/mbn/2017_12_19
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https://www.nxtbook.com/sosland/mbn/2017_11_21
https://www.nxtbook.com/sosland/mbn/2017_11_07
https://www.nxtbook.com/sosland/mbn/2017_10_24
https://www.nxtbook.com/sosland/mbn/2017_10_10
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https://www.nxtbook.com/sosland/mbn/2017_08_15
https://www.nxtbook.com/sosland/mbn/2017_08_01
https://www.nxtbook.com/sosland/mbn/2017_07_18
https://www.nxtbook.com/sosland/mbn/2017_07_04
https://www.nxtbook.com/sosland/mbn/2017_06_20
https://www.nxtbook.com/sosland/mbn/2017_06_06
https://www.nxtbook.com/sosland/mbn/2017_05_23
https://www.nxtbook.com/sosland/mbn/2017_05_09
https://www.nxtbook.com/sosland/mbn/2017_04_25
https://www.nxtbook.com/sosland/mbn/2017_04_11
https://www.nxtbook.com/sosland/mbn/2017_03_28
https://www.nxtbook.com/sosland/mbn/2017_03_14
https://www.nxtbook.com/sosland/mbn/2017_02_28
https://www.nxtbook.com/sosland/mbn/2017_02_14
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https://www.nxtbook.com/sosland/mbn/2017_01_17
https://www.nxtbook.com/sosland/mbn/2017_01_03
https://www.nxtbook.com/sosland/mbn/2016_12_20
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https://www.nxtbook.com/sosland/mbn/2016_11_08
https://www.nxtbook.com/sosland/mbn/2016_10_25
https://www.nxtbook.com/sosland/mbn/2016_10_11
https://www.nxtbook.com/sosland/mbn/2016_09_27
https://www.nxtbook.com/sosland/mbn/2016_09_13
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https://www.nxtbook.com/sosland/mbn/2016_08_16
https://www.nxtbook.com/sosland/mbn/2016_08_02
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https://www.nxtbook.com/sosland/mbn/2016_06_21
https://www.nxtbook.com/sosland/mbn/2016_06_07
https://www.nxtbook.com/sosland/mbn/2016_05_24
https://www.nxtbook.com/sosland/mbn/2016_05_10
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https://www.nxtbook.com/sosland/mbn/2015_08_04
https://www.nxtbook.com/sosland/mbn/2015_07_21
https://www.nxtbook.com/sosland/mbn/2015_07_07
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https://www.nxtbook.com/sosland/mbn/2015_06_09
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https://www.nxtbook.com/sosland/mbn/2015_05_12
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https://www.nxtbook.com/sosland/mbn/2015_03_31
https://www.nxtbook.com/sosland/mbn/2015_03_17
https://www.nxtbook.com/sosland/mbn/mbn/2015_03__03
https://www.nxtbook.com/sosland/mbn/2015_02_17
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https://www.nxtbook.com/sosland/mbn/2014_06_10
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https://www.nxtbook.com/sosland/mbn/2014_02_18
https://www.nxtbook.com/sosland/mbn/2014_02_04
https://www.nxtbook.com/sosland/mbn/2014_01_21
https://www.nxtbook.com/sosland/mbn/2014_01_07
https://www.nxtbook.com/sosland/mbn/2013_12_24
https://www.nxtbook.com/sosland/mbn/2013_12_10
https://www.nxtbook.com/sosland/mbn/2013_11_26
https://www.nxtbook.com/sosland/mbn/2013_11_12
https://www.nxtbook.com/sosland/mbn/2013_10_29
https://www.nxtbook.com/sosland/mbn/2013_10_15
https://www.nxtbook.com/sosland/mbn/2013_10_01
https://www.nxtbook.com/sosland/mbn/2013_09_17
https://www.nxtbook.com/sosland/mbn/2013_09_03
https://www.nxtbook.com/sosland/mbn/2013_08_20
https://www.nxtbook.com/sosland/mbn/2013_08-06
https://www.nxtbook.com/sosland/mbn/2013_07_23
https://www.nxtbook.com/sosland/mbn/2013_07_09
https://www.nxtbook.com/sosland/mbn/2013_06_25
https://www.nxtbook.com/sosland/mbn/2013_06_11
https://www.nxtbook.com/sosland/mbn/2013_05_28
https://www.nxtbook.com/sosland/mbn/2013_05_14
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https://www.nxtbook.com/sosland/mbn/2013_04_16
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https://www.nxtbook.com/sosland/mbn/2013_03_19
https://www.nxtbook.com/sosland/mbn/2013_03_05
https://www.nxtbook.com/sosland/mbn/2013_02_19
https://www.nxtbook.com/sosland/mbn/2013_02_05
https://www.nxtbook.com/sosland/mbn/2013_01_22
https://www.nxtbook.com/sosland/mbn/2013_01_08
https://www.nxtbook.com/sosland/mbn/2012_12_25
https://www.nxtbook.com/sosland/mbn/2012_12_11
https://www.nxtbook.com/sosland/mbn/2012_11_27
https://www.nxtbook.com/sosland/mbn/2012_11_13
https://www.nxtbook.com/sosland/mbn/2012_10_30
https://www.nxtbook.com/sosland/mbn/2012_10_16
https://www.nxtbook.com/sosland/mbn/2012_10_02
https://www.nxtbook.com/sosland/mbn/2012_09_18
https://www.nxtbook.com/sosland/mbn/2012_09_04
https://www.nxtbook.com/sosland/mbn/2012_08_21
https://www.nxtbook.com/sosland/mbn/2012_08_07
https://www.nxtbook.com/sosland/mbn/2012_07_24
https://www.nxtbook.com/sosland/mbn/2012_07_10
https://www.nxtbook.com/sosland/mbn/2012_06_26
https://www.nxtbook.com/sosland/mbn/2012_06_12
https://www.nxtbook.com/sosland/mbn/2012_05_29
https://www.nxtbook.com/sosland/mbn/2012_05_15
https://www.nxtbook.com/sosland/mbn/2012_05_01
https://www.nxtbook.com/sosland/mbn/2012_04_17
https://www.nxtbook.com/sosland/mbn/2012_04_03
https://www.nxtbook.com/sosland/mbn/2012_03_20
https://www.nxtbook.com/sosland/mbn/2012_03_06
https://www.nxtbook.com/sosland/mbn/2012_02_21
https://www.nxtbook.com/sosland/mbn/2012_02_07
https://www.nxtbook.com/sosland/mbn/2012_01_24
https://www.nxtbook.com/sosland/mbn/2012_01_10
https://www.nxtbook.com/sosland/mbn/2011_12_27
https://www.nxtbook.com/sosland/mbn/2011_12_13
https://www.nxtbook.com/sosland/mbn/2011_11_29
https://www.nxtbook.com/sosland/mbn/2011_11_15
https://www.nxtbook.com/sosland/mbn/2011_11_01
https://www.nxtbook.com/sosland/mbn/2011_10_18
https://www.nxtbook.com/sosland/mbn/2011_10_04
https://www.nxtbook.com/sosland/mbn/2011_09_20
https://www.nxtbook.com/sosland/mbn/2011_09_06
https://www.nxtbook.com/sosland/mbn/2011_08_23
https://www.nxtbook.com/sosland/mbn/2011_08_09
https://www.nxtbook.com/sosland/mbn/2011_07_26
https://www.nxtbook.com/sosland/mbn/2011_07_12
https://www.nxtbook.com/sosland/mbn/2011_06_28
https://www.nxtbook.com/sosland/mbn/2011_06_14
https://www.nxtbook.com/sosland/mbn/2011_05_31
https://www.nxtbook.com/sosland/mbn/2011_05_17
https://www.nxtbook.com/sosland/mbn/2011_05_03
https://www.nxtbook.com/sosland/mbn/2011_04_19
https://www.nxtbook.com/sosland/mbn/2011_04_05
https://www.nxtbook.com/sosland/mbn/2011_03_22
https://www.nxtbook.com/sosland/mbn/2011_03_08
https://www.nxtbook.com/sosland/mbn/2011_02_22
https://www.nxtbook.com/sosland/mbn/2011_02_08
https://www.nxtbook.com/sosland/mbn/2011_01_25
https://www.nxtbook.com/sosland/mbn/2011_01_11
https://www.nxtbook.com/sosland/mbn/2010_12_28
https://www.nxtbook.com/sosland/mbn/2010_12_14
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https://www.nxtbook.com/sosland/mbn/2010_11_16
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https://www.nxtbook.com/sosland/mbn/2010_10_19
https://www.nxtbook.com/sosland/mbn/2010_10_05
https://www.nxtbook.com/sosland/mbn/2010_09_21
https://www.nxtbook.com/sosland/mbn/2010_09_07
https://www.nxtbook.com/sosland/mbn/2010_08_24
https://www.nxtbook.com/sosland/mbn/2010_08_10
https://www.nxtbook.com/sosland/mbn/2010_07_27
https://www.nxtbook.com/sosland/mbn/2010_07_13
https://www.nxtbook.com/sosland/mbn/2010_06_29
https://www.nxtbook.com/sosland/mbn/2010_06_15
https://www.nxtbook.com/sosland/mbn/2010_06_01
https://www.nxtbook.com/sosland/mbn/2010_05_18
https://www.nxtbook.com/sosland/mbn/2010_05_04
https://www.nxtbook.com/sosland/mbn/2010_04_20
https://www.nxtbook.com/sosland/mbn/2010_04_06
https://www.nxtbook.com/sosland/mbn/2010_03_23
https://www.nxtbook.com/sosland/mbn/2010_03_09
https://www.nxtbook.com/sosland/mbn/2010_02_23
https://www.nxtbook.com/sosland/mbn/2010_02_09
https://www.nxtbook.com/sosland/mbn/2010_01_26
https://www.nxtbook.com/sosland/mbn/2010_01_12
https://www.nxtbook.com/sosland/mbn/2009_12_29
https://www.nxtbook.com/sosland/mbn/2009_12_15
https://www.nxtbook.com/sosland/mbn/2009_12_01
https://www.nxtbook.com/sosland/mbn/2009_11_17
https://www.nxtbook.com/sosland/mbn/2009_11_03
https://www.nxtbook.com/sosland/mbn/2009_10_20
https://www.nxtbook.com/sosland/mbn/2009_10_06
https://www.nxtbook.com/sosland/mbn/2009_09_22
https://www.nxtbook.com/sosland/mbn/2009_09_08
https://www.nxtbook.com/sosland/mbn/2009_08_25
https://www.nxtbook.com/sosland/mbn/2009_08_11
https://www.nxtbook.com/sosland/mbn/2009_07_28
https://www.nxtbook.com/sosland/mbn/2009_07_14
https://www.nxtbook.com/sosland/mbn/2009_06_30
https://www.nxtbook.com/sosland/mbn/2009_06_16
https://www.nxtbook.com/sosland/mbn/2009_06_02
https://www.nxtbook.com/sosland/mbn/2009_05_19
https://www.nxtbook.com/sosland/mbn/2009_05_05
https://www.nxtbook.com/sosland/mbn/2009_04_21
https://www.nxtbook.com/sosland/mbn/2009_04_08
https://www.nxtbook.com/sosland/mbn/2009_04_07
https://www.nxtbook.com/sosland/mbn/2009_03_24
https://www.nxtbook.com/sosland/mbn/2009_03_10
https://www.nxtbook.com/sosland/mbn/2009_02_24
https://www.nxtbook.com/sosland/mbn/2009_02_10
https://www.nxtbook.com/sosland/mbn/2009_01_27
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https://www.nxtbook.com/sosland/mbn/2008_12_02
https://www.nxtbook.com/sosland/mbn/2008_11_18
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https://www.nxtbook.com/sosland/mbn/2008_10_21
https://www.nxtbook.com/sosland/mbn/2008_10_07
https://www.nxtbook.com/sosland/mbn/2008_09_23
https://www.nxtbook.com/sosland/mbn/2008_09_09
https://www.nxtbook.com/sosland/mbn/2008_08_26
https://www.nxtbook.com/sosland/mbn/2008_08_12
https://www.nxtbook.com/sosland/mbn/2008_07_29
https://www.nxtbook.com/sosland/mbn/2008_07_15
https://www.nxtbook.com/sosland/mbn/2008_07_01
https://www.nxtbook.com/sosland/mbn/2008_06_17
https://www.nxtbook.com/sosland/mbn/2008_06_03
https://www.nxtbook.com/sosland/mbn/2008_05_20
https://www.nxtbook.com/sosland/mbn/2008_05_06
https://www.nxtbook.com/sosland/mbn/2008_04_22
https://www.nxtbook.com/sosland/mbn/2008_04_08
https://www.nxtbook.com/sosland/mbn/2008_04_01
https://www.nxtbook.com/sosland/mbn/2008_03_25
https://www.nxtbook.com/sosland/mbn/2008_03_11
https://www.nxtbook.com/sosland/mbn/2008_02_26
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https://www.nxtbook.com/sosland/mbn/2007_10_23
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https://www.nxtbook.com/sosland/mbn/2007_07_17
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https://www.nxtbook.com/sosland/mbn/2006_10_24
https://www.nxtbook.com/sosland/mbn/2006_10_10
https://www.nxtbook.com/sosland/mbn/2006_09_26
https://www.nxtbook.com/sosland/mbn/2006_09_12
https://www.nxtbook.com/sosland/mbn/2006_08_29
https://www.nxtbook.com/sosland/mbn/2006_08_15
https://www.nxtbook.com/sosland/mbn/2006_08_01
https://www.nxtbook.com/sosland/mbn/2006_07_18
https://www.nxtbook.com/sosland/mbn/2006_07_04
https://www.nxtbook.com/sosland/mbn/2006_06_20
https://www.nxtbook.com/sosland/mbn/2006_06_06
https://www.nxtbook.com/sosland/mbn/2006_05_24
https://www.nxtbook.com/sosland/mbn/2006_05_23
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https://www.nxtbook.com/sosland/mbn/2006_04_25
https://www.nxtbook.com/sosland/mbn/2006_04_11
https://www.nxtbook.com/sosland/mbn/2006_03_28
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