Expert Software Tools for Unfailing Water Quality WWTPs Design, Upgrading, Control and Maintenance Centro Direzionale is.G1 80143 – 80143

Expert Software Tools forExpert Software Tools for

Unfailing Water QualityUnfailing Water Quality

WWTPs Design, Upgrading, Control

and Maintenance

www.anova.it Centro Direzionale is.G1 80143 – 80143 Napoli (ITALY) – Tel 0039 081 750.25.35

Apeldoorn, 21th March 2003 Ing. Giovanni Mappa, ANOVA

Meeting - TNO Environment, Energy and Process innovationMeeting - TNO Environment, Energy and Process innovation

Aims & Issues

Unfailing Water Quality based on Early Unfailing Water Quality based on Early Warning Investigation & ExploitationWarning Investigation & Exploitation

Weaknesses in WWTPs Efficiency Management (Biological treatments, etc.)

Opportunities: Holistic approach to unfailing water quality control and Driver Indicators

Centro Direzionale is.G1 80143 – Napoli – 081 750.25.35 www.anova.it


When water quality fails, there are 4 possible reasons:

1. Influent Water Quality Lower than the fixed one

2. Low efficiency of some process treatment (design, management)

3. Equipment failures (maintenance)

4. A combination of above-mentioned problems



Input Data

• Idraulic and pollution load • Chemical-physical LAB analysis• Control and evaluation parameters on field• Visual Investigations• Microscopic Analysis (Morphology of Floc,

Filamentous & Microfauna)

• Operative Equipment Work Flow• Efficiency Assessment of Equipment


KERNEL(Rete Neurale di Matrici di Sintesi MQC)

DIAGNOSIS&

TroubleShooting

Floc Morphology

Chimical-Physical

Parameters

Operative Parameters

Visual Investigation

Filamentous

SBI- Microfauna


Sludge settability

Biological Efficiency

METADATA

DBMS

The Inferential KERNEL: a Fuzzy-MQC Neural Network

DATA-INPUT

X

Y

Z

Knowledge Surface

OD

Qi

MLSS

Qi

MLSS

SSe

Proccess Efficiency Indicator…


P (x,y,z)


Effluent

Influent


for Design,

Upgrading, Control

and Active Maintenance

of Waste Water

Treatment Plants


SWater

Multifunctional Process Control Tool for Wastewater Treatment Plants

IMPIANTO DI DEPURAZIONE "FOCE REGI LAGNI"Tot. popolazione servita: 633.000 ab/eqPortata media in tempo asciutto: 4.850 m3/hPortata max in tempo di pioggia: 24.250 m3/hPortata max al Biologico: 12.125 m3/hCarico inquinante in ingresso BOD5: 37.980 Kg/dPortata S.S. in ingresso impianto: 56.960 Kg/d



Affinamento TERZIARIO ad

Ozono

Stabilizzazione AEROBICA dei

Fanghi

MLSS, DO Liquame/Fango)

Qw, SSr

Fango di supero

Qr, SSr

Fango di Ricircolo

Liquame influente

Qi, BOD)

Effluente chiarificato

SSe

O2 O2

Reattore biologico

Sedimentatore II

ACTIVATED SLUDGE DIAGNOSTIC TOOLBased on MICROscopic Analysis and

a Holistic Expert Investigation

MICRO

expert



Floc Morphology – Filament Abundance…

3- Common

2- Some1- Few

4- Very Common

5- Abundand 6 - Excessive


Filamentous and Bulking …

M. parvicella

Beggiatoa spp.

S. natans

Type 021N

Nocardia spp. Thiothrix spp.

SBI

Anomalies & Cause

Microscopic Analysis…

Protozoa Identification…

Monitoring, Diagnosis and Corrective Actions …

TRAINING STAGE

INTESYS

“Aware” Monitoring and Control Software

for Water Treatment Processes

Multifunctional Water Monitoring …

Effluent

Influent


Active Maintenace for instrumentation …

EarlyWarning Monitoring for Anaerobic Digester…

Troubleshooting for Anaerobic Digester…

EarlyWarning Maintenance Software for Water Treatment Processes

EarlyMAN

Monitoring for Anaerobic Digester…

Documents

Expert Software Tools for Unfailing Water Quality WWTPs Design, Upgrading, Control and Maintenance Centro Direzionale is.G1 80143 – 80143