IKW - Innovative
Knowledge Worker
The Driving Role of Industrial Researcher
in SME Rising Trend
30/11/2009
Giovanni Mappa
[email protected]
WORKSHOP 30/11/2009 – “Sala Byte” Città
della Scienza - Via Coroglio 57 - 80124 Napoli
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Part 2
Concepts

SME’s Aims :
» R&D and Innovation “All in One”… a Skill able to better inside
support management in strategic matters
» Opportunity to Evolve fast & better toward more Global
Market with minimum impact

Post Graduates’ Aims:
» a new opportunity in Work Life Cycle Extension scenario
aiming at Value Added and Competitiveness
» a good opportunity to choose to work everywhere in world

Part 2: The IKW’s Tool Box
2.1 - Basic Tools
2.2 - General Tools
2.3 - Advanced Tools
2.4 - Specialist Tools
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Part 2: The IKW’s Tool Box
Knowledge" is the most important key of competition in the World Wide
Market. In new trend, "what it was ..." doesn't deal more with "what it
will be...".
So, in choosing way to solve actual strategic problems, traditional
deterministic and statistical approach will not be able to meet the new
goal
Compete with Knowledge …
since the Future is not the
extension of the Past…
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
The IKW’s BASIC Tool Box

ENTRY TEST
(Mathematics – Physics – Chemistry – Economy)
2.1 - BASIC TOOLS
– Scientific Method – Systemic/Holistic Approach
– Design of Experiment (DOE)
– Statistic - Multivariate Data Analysis
– Data Collection - Processing and Validation
– Problem Setting & Problem Solving (TRIZ)
– Creativity & Innovation Approach
– Value Analysis - Business Opportunity Analysis)
– Time/Priority Management
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
The IKW’s GENERAL Tool Box
2.2 - GENERAL TOOLS
– Enterprise Communication – Office Automation & Scientific Sw/Tools
– Marketing & Strategy Innovation
– Business English – International Trading
– Project Management (Multi-Project/Multi-Sharing)
– Analysis Programming – ITC technologies
– Copyright & Patenting
– Business Intelligence
– Innovative /R&D Lab Organization
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
The IKW’s ADVANCED Tool Box
2.3 - ADVANCED TOOLS (Knowledge Engineering Applications)
–
–
–
–
–
–
–
–
–
Deterministic and Not-Deterministic Computing
Evolutive Computing (Evolutive Algorithms)
Data Mining – Knowledge Extraction & Modeling
Spectral Analysis (of signals) Data Processing
Conceptual Modeling - Cognitive Networks - Ontologies
Learning – Forecasting - Optimization Modeling
FDC (Failure Diagnosis System)
APC/IA Advanced Process Control
Knowledge Extraction from Not-Correlated MultiVariables I/O
– D/ND Classification Algorithms
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
The IKW’s SPECIALISTIC Tool Box
2.4 - SPECIALISTIC TOOLS
–
–
–
–
–
Tools for > Knowledge Engineers in Computer Science & AI fields
Tools for > Biotechnologists
Tools for > Biomedical Researcher
Tools for > Nanotechnologists
Tools for > …..
Some Business Cases &
Knowledge Engineering Applications … >>>
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Data Analysis & On-Line
Data Mining
On-Line Data Mining is the process of automatically (on-line) searching large volumes of
data for multidimensional patterns using tools such as classification, association rule
mining, clustering, etc.
Data Mining is a complex topic and has links with multiple core fields such as computer
science and adds value to rich seminal computational techniques from statistics,
information retrieval, artificial intelligence, machine learning and pattern recognition.
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Knowledge Engineering (Expert Systems)
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Auto Adaptive -Self-Learning – ES functionality
Customized Water Quality Monitoring System …
Expert
Knowledge
Color
Index
Probe/Sensors
Organic
Index
IDQ
Quality Index
Applicable
Flux
WPR
Waste Pollution Rate
Fouling
Index
Remote Control
Expert Node
Key Performance
Indicatore
IDF
Filtration Index
Permeate
Loss
Flux
Loss
WPR = (dissolved salts; dissolved organic
substances; total suspended solids) pH[6,5÷9]
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Business Cases & Applications
Environment: Fire and Biodiversity Monitoring
Water Industry: Wastewater Treatments
Agri-Food SME: Olive Oil Finish
Agri-Food SME: Wine/Must Fermentation
Textile SME: Water Reuse – Textile Process Cntr
Building Industry: Strategic Monitoring
Automotive: Business Intelligence
Aeronautics: MutiProject Management
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Environment: Fire and Biodiversity Monitoring
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Water Industry: Wastewater Treatments
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Water Industry: Wastewater Treatments
INFOWATER
Distributed
Intelligent
Information
System for
Wastewater
Management
Efficiency Control
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
Influent
- [email protected]
Effluent
Agri-Food SME: Olive Oil Finish
Dosaggio Farina A/B - Cicli gioenalieri
Pressione Olio in x ciclo giornaliero
Dosaggio Farina Fossile A/B [Kg]
Pressione Olio in [Bar]
40
5,5
5
4,5
4
3,5
3
2,5
2
1,5
1
0,5
0
35
30
25
20
15
20
25
30
35
40
45
55
60
65
10
5
0
20
25
30
35
40
45
50
55
60
65
70
75
80
85
90
95 100 105 110
-5
n°Ciclo
Umidità
Olio
0
,
3
0
50
n°Ciclo
FATTORE DI
MERITO OLIO
5
4
3
1
0
,
2
4
0
,
1
7
0
,
1
4
0
,
1
1
24330
FTU
 Copyright 2009
3206
40
FTU 6
6
Anova – All
0
50095
0 FTU
85011
50 FTU
Torbidità
Olio
Rights Reserved - Giovanni Mappa
- [email protected]
70
75
80
85
90
95 100 105 110
Agri-Food SME: Olive Oil Finish
Portata out PF POGGIOLO FM3 - Rete Neurale
Pressione out - PF POGGIOLO FM3 - Rete Neurale
1500
1400
1,6
1300
1200
1100
1000
1
41
81
Cicli di Filtrazione
Pressione out Olio dinamica [bar]
Portata out Olio dinamica [Kg/h]
1600
1,5
1,4
1,3
1,2
121
1,1
1
1
41
81
Cicli di Filtrazione
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
121
Agri-Food SME: Wine/Must Fermentation
 Copyright 2009 Anova – All Rights Reserved - GiovanniE-Tongue
Mappa arrangement.
- [email protected]
Spectral Analysis (of signals) Data Processing
accelerogramma
400
accelerazione, a (gal)
300
200
100
0
-100
-200
-300
-400
0
10
20
30
40
50
60
70
80
90
100
60
70
80
90
100
tempo, t (sec)
velocigramma
30
velocità, v (cm/sec)
20
10
0
-10
-20
-30
-40
0
10
20
30
40
50
tempo, t (sec)
sismogramma
0,2
0,0
spostamento, s (m)
-0,2
Building Industry: Strategic
Monitoring
-0,4
-0,6
-0,8
-1,0
-1,2
-1,4
0
10
20
30
40
50
60
70
80
90
100
tempo, t (sec)
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]
Spectral Analysis (of signals) Data Processing
Sisma medio-elevato
Strutt.
[]1,IN
Fondaz.
RMSi,j
[]2,IN
Terr.
[]3,IN
[]1,H1
Funzionalità/Degrado
[]1,H2
Microtremore
[]2, H1
Early Warnings
[]2,H2
Evento naturale
[]3, H1
Risposta Eventi estremi
Vibrazioni antropiche
[]4, H1
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
[]3,H2
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()out
- EarlyWarning
- Funzionalità/
Degrado
- Interfaccia
Utente/
Trasmissione Dati
WAN-SE
A good Idea comes from our genius or
by fortune …,
but its Value comes from the Process
Knowledge which is able to changes it
into a Competitive Benefit (g.m.)
ENGINEER
YOUR
KNOWLEDGE !
 Copyright 2009 Anova – All Rights Reserved - Giovanni Mappa
- [email protected]