Smart Systems in Pig Production - Vita Plus · Control OS Controller Connect Biosecurity Sensors /...

2019-03-27

Tom Stein DVM, MS, PhDSenior Strategic Adviser

Maximus Systems

Smart Systems in Pig ProductionVita Plus Swine Summit

March 20-21, 2019

Technologies – “Experiments” That Didn’t Work

Hot Nursery / Cold NurseryDouble-Deck, Triple-Deck NurseriesEMC VaccineAuto-Sort Machines

2019-03-27

Software Hardware

Control OS Controller

Connect

Biosecurity Sensors / Probes

Meters

Sow Proximity Switches

Actuators

Finish

RFID Cards / Readers

ESF Gestation

ESF Lactation

Sorter

Maximus ONE

MobileSmartphone

Tablet

LaptopDesktop

2019-03-27

“Machine learning is probably the most important fundamental trend in technology today.”

“… the foundation of machine learning is data - lots and lots of data”

With machine learning, instead of writing rules, you give examples (lots of examples) to a statistical engine, and that engine generates a model that can tell the difference. You give it 100,000 pictures labelled ‘cat’ and 100,000 labelled ‘no cat’ and the machine works out the difference.

Benedict Evans, partner, Andreessen Horowitz

2019-03-27

Swine Tech, IncCedar Rapids, Iowa

Reduce pre-wean loss by preventing crushing deaths in baby pigs

2019-03-27

Real-Time Sound Processing with Machine Learning

2019-03-27

10.8% PWM 16.4% PWM5% PWM 11% PWM

Early Detection of Illness in Pigs – Tracking Behavior with RFID

Jaryssa Maselyne – Leuven University, Belgium

2019-03-27

Pig Cough Monitor

2019-03-27

Sudden decrease in outside temperature increased coughing in pigs

2. Detection dynamics…

Grower contacts Vet

2019-03-27

12 of 12 OF’s IAV-S positive

(PRRS-negative, Myco-negative)

Sequence:

3. Cough pattern classification…

Animal Health Analytics, LLC

2019-03-27

Counting pigs

Whatever can be automated…

Counting pigs

2019-03-27

Automated weighing

3D machine vision- $1,400/unit- 1 unit/pen- 18 pigs/pen- avg pen weight- standard deviation

Real-Time Data Acquisition – Sow Farms

2019-03-27

$10 - $15 higher cost per pig weaned

2019-03-27

Ranking Growers by Performance & $ Value

Voice Assistants

Voice-Based Data Entry and Work Flow

Voice-Based Query

2019-03-27

A “Brain in the Barn”

Medication cooler

Semen storage

Weather station

2019-03-27

A “Brain in the Barn”

Medication cooler

Semen storage

Weather station

2019-03-27

“Brains in the barns”

“Brain in the office”- sow management - nursery & finishing - movements, sales- feed- controllers & data- health & disease- employees, growers

“Brains in your hands”

Precision Farming – Leading the Way

2019-03-27

Thank you!

2019-03-27

THINK ‘PREDICTION FACTORS’ V. RISK FACTORS

2019-03-27

Software Hardware

Control OS Controller

Connect

Biosecurity Sensors / Probes

Meters

Sow Proximity Switches

Actuators

Finish

RFID Cards / Readers

ESF Gestation

ESF Lactation

Sorter

Maximus ONE

A combination of 16 datasets are used to inform the algorithms, including data about patients’ behavioral health claims, chronic disease history and interactions with pharmacies. The algorithms were built with the help of in-house staff. Over the past few years, Cigna has hired more than 1,000 data scientists, software engineers and analytics experts

… began building a predictive model, using machine learning and predictive analytics, that identifies customers likely to overdose within the next month.

During a yearlong pilot program that ended in June 2018, Cigna identified about 1,130 customers for outreach.

2019-03-27

New World of Smart Pig Production

• Automated Production Data Analysis

• Real-time

• Detect changes

• Predict

• Human observation no longer the “gold standard” of animal husbandry

• Retrospective analysis will become “project work”

2019-03-27

Smart Systems in Pig Production - Vita Plus · Control OS Controller Connect Biosecurity Sensors /...

Documents

GOOD PRACTICES FOR BIOSECURITY IN THE PIG SECTOR

BioSecure HACCP Nursery Production Biosecurity System · Nursery Production Biosecurity System On-farm Biosecurity Delivers Market Access • John McDonald • National Biosecurity

Biosecurityporkcdn.s3.amazonaws.com/.../Biosecurity/BiosecurityBook.pdf3 Biosecurity Biosecurity Guide for Producers Isolation Biosecurity The greatest risk of pathogen introduction

Pig biosecurity management plan

SWINE HEALTH Dr. Randy Harp. Herd Health Problems ► Biosecurity External biosecurity Internal biosecurity

Nebraska Poultry Biosecurity Guidebook …Nebraska Poultry Biosecurity Guidebook Table of Contents Commercial Table Egg Layer Biosecurity Guidelines ..... 1 Practicing good biosecurity

The Cough and cough oh love

Group Biosecurity Permit - Tramp Ants€¦ · Group Biosecurity Permit - Tramp Ants Biosecurity Act 2015 Biosecurity Regualtion 2017 Importation of tramp ant carrier other than turn

A publication of MAF Biosecurity Authority securityplanet.uwc.ac.za/nisl/Biosecurity/biosecurity-30.pdfKiwi vets succeed in new animal welfare exam Biosecurity Amendment Bill. Everyone

Biosecurity: reducing disease risks to pig breeding herds · Pig producers have probably suffered more than other sectors from the devastating effects of a ... (HACCP) system, intro-duced

Biosecurity guidelines for piggery guidelines for pigger… · Biosecurity guidelines for piggery Introduction Pig rearing is one of the most important occupations of rural society

EIP-AGRI Workshop ‘Biosecurity at farm level: … Workshop ‘Biosecurity at farm level: challenges for ... Biosecurity at farm level: Challenges for innovation ... benefits of biosecurity

Frequently Asked Questions on Pig Biosecurity and Disease Reporting

Good practices for biosecurity in the pig sector – Issues and options

Global forest Offshore Airport trials Targetingplanet.botany.uwc.ac.za/NISL/Biosecurity/biosecurity-99.pdfTim Knox, Director, Border Standards, MAF Biosecurity New Zealand 4 MAF BIOSECURITY

€¦ · Web viewBIOSECURITY PLAN. BIOSECURITY PLAN. BIOSECURITY PLAN. BIOSECURITY PLAN. BIOSECURITY PLAN. BIOSECURITY PLAN. BIOSECURITY PLAN. BIOSECURITY PLAN. BIOSECURITY PLAN

Biosecurity Signalering 2014Keywords: biosecurity, biosafety, Biosecurity Office, biorisks, Annual Biosecurity Overview, dual use research, gain-of-function research, 2014 Pagina 5

Costs of biosecurity and factors contributing to ... of biosecurity and factors contributing to biosecurity in Finland ... protecting their animals, ... • The use of biosecurity

Biosecurity science Biosecurity science

Do Directed Cough Maneuvers Improve Cough … Directed Cough Maneuvers Improve Cough Effectiveness ... Introduction Respiratory ... receive any orientation or training on directed