smart cities & communities lab · mission sviluppare soluzioni, viste come un insieme...
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Smart Cities & Communities Lab
Stefano Pizzuti, PhD Responsabile ‘Energy Technologies’ Dept. – ‘Smart Energy’ Division
Laboratorio SCC
23 persone, 5 sedi…
Profili : informatica, architettura, fisica, chimica, economia, scienze politiche e antropologiche, lingue, elettronica ed elettrotecnica DTE-SEN-SCC
Smart integration (ICT)
Smart Economy Smart Mobility
Smart Energy
Smart Living
Smart Environment
SMART ECONOMY Development of innovative spirit Ability to transform Eco-industry ICT-infrastructures Alternative economy
SMART MOBILITY Local accessibility & Info-mobility Zero-carbon vehicles – city car Green biking Mobility on-demand Sustainable and safe public transport systems Urban sensor network
SMART ENERGY Green energy Energy efficiency Diffused energy and self-production Ecobuildings and power parks Sustainable resource management Efficient public lighting
SMART LIVING Health conditions Individual safety Housing quality Education facilities
SMART ENVIRONMENT Smart urban landscape Attractiveness of natural conditions Pollution Environmental protection Green area
Smart Participation
SMART PARTECIPATION Development of the cultural identity Social interaction & communication Access to the Cultural facilities Touristic attractiveness Individual/Social Creativity Inclusion and ethnic plurality Cosmopolitanism / Open-mindedness Participation in public life & decision-making
SMART CITIES & COMMUNITIES VISION
…dalla città statica…
THE HUMAN ORIENTED TECHNOLOGY
Resource on demand
…alla città che si adatta ai bisogni delle persone
SMART CITIES & COMMUNITIES VISION
DTE-SEN-SCC
SPATIAL VS RELATIONAL: THE SPATIAL APPROACH
2nd level district
1st level city
3rd level building
4th level functional
unit
SMART CITIES & COMMUNITIES VISION
DTE-SEN-SCC
…from description of components… …to description of relations…
FRANCISCO VARELA the autopoietic organization
SPATIAL VS RELATIONAL: CITIES ARE ‘ECOSYSTEMS’
THE RELATIONAL APPROACH
SMART CITIES & COMMUNITIES VISION
DTE-SEN-SCC
THE CITY AS A CLUSTER OF INTERCONNECTED NETWORKS
CITY NETWORK
SPATIAL VS RELATIONAL: THE RELATIONAL APPROACH
SMART CITIES & COMMUNITIES VISION
DTE-SEN-SCC
1ST LEVEL: SMART CITY CITY INT/EXT INTERACTIONS
GLOBAL VIEW
CITY MODELLING
SMART CITIES & COMMUNITIES VISION
DTE-SEN-SCC
2ND LEVEL: URBAN NETWORK NETWORK LAYER INT/EXT INTERACTIONS
HORIZONTAL LAYER
CITY NETWORK
SMART CITIES & COMMUNITIES VISION
DTE-SEN-SCC
Urban space network integration
Urban scale network integration (lighting, water, waste, envir, safety, com) Remote management of building city clusters
SMART CITIES & COMMUNITIES VISION
3RD LEVEL: SMART DISTRICT MULTI-LAYER DISTRICT INT/EXT INTERACTIONS
VERTICAL SPOT
MULTI-LAYER DISTRICT
SMART CITIES & COMMUNITIES VISION
DTE-SEN-SCC
MULTI-LAYER
DISTRICT
SMART CITIES & COMMUNITIES VISION
Smart (Energy) Districts
Inter/Intra-building interactions (smart building, smart homes) Public lighting
District integration of energy production, storage and consumption
OBIETTIVO 2020 REALIZZAZIONE DI UN
DIMOSTRATIVO URBANO REALE
DTE-SEN-SCC
Mission Sviluppare soluzioni, viste come un insieme coordinato di interventi tecnologici, economici e sociali, che mirano a rendere le città più sostenibili, concentrandosi sui temi specifici dei distretti sostenibili sia dal punto di vista energetico-ambientale (smart buildings, smart homes, smart lighting, smart appliances, smart streets, ICT district platform, connessione con distributori di energia, generazione distribuita), che da quello legato agli aspetti della coesione sociale (smart communities) al fine di migliorare la qualità della vita dei cittadini considerando la città come un insieme di reti interconnesse. L'obiettivo delle attività consiste nella progettazione e sviluppo di sistemi integrati di applicazioni in ambiente urbano e domestiche che, in base ai dati forniti dai sensori diffusi nella città e nelle abitazioni, è in grado di elaborare le richieste ed erogare servizi innovativi ai cittadini in modo che la città si adatti al bisogno del cittadino e fornisca servizi dove e quando servono (service on demand) facendo ricorso all'ICT come tecnologia abilitante per l'interrelazione di reti e componenti e per la soddisfazione dei bisogni della persona. DTE-SEN-SCC
Posizionamenti Strategici
EERA Joint Program Smart Cities
European Joint Research Center (JRC) Ispra (VA)
Comitati UNI su Illuminazione Pubblica, Etichettatura Energetica, EcoAppliances
Consip
CTN “SmartCommunities” MiUR
GdL “”Smart Cities” MiSE, MAE
YES-City framework , NIST
DTE-SEN-SCC
Attività e competenze
ICT
Illuminazione Pubblica e Smart Lighting
Partecipazione e coinvolgimento attivo dei cittadini
Sensoristica Innovativa
Smart Appliances
Smart Building Network
Smart Home e Assisted Living
Diffusione e disseminazione
DTE-SEN-SCC
Smart Building
Presence indoor / outdoor conditions
Consumptions
Diagnostica
Data Fusion
Ottimizzazione e Controllo
DTE-SEN-SCC
Sto rilevando un consumo elettrico anomalo A causa di : troppe luci accese (0.8), …
Smart Building : Diagnostica
PMV Thermal evaluation
+3 Very hot +2 Hot +1 Warm
0 Right -1 Cool -2 Cold
-3 Very cold
CONSUMPTION PPD
Smart Buildings : optimization
Dayly conditioning optimization (day-ahead) Control variables : • Supply water temperature set point • Room thermostat set point
PPD ≤ 10% Avg saving : 15%
Seasonal setting
Smart Buildings : optimization
Smart Buildings
Envelope+plant retrofitting PBP : 20y
ENVIRONMENT CONTROL
SMART STREET Integration of smart lighting + services
Smart lighting
➢ Linee WiFi/PLC per controllo remoto punto-punto ➢ Lampione intelligente - teste sensoriali ➢ Controllo adattivo potenza luminosa ➢ Risparmio energetico: 30%, tempo ritorno: 5 anni
TRAFFIC FLOW
safety
Energy saving
STATIC
ADAPTIVE
Smart Sensors
24
patented
Statistic model (average)
10.79%
Regressive model
9.65%
ARMAX model
8.83%
NAIVE model
12.08%
FF-ANN model
5.67%
Average MAE
All working days
5.32%
Average MAE
Whole week-end
3.75%
Results Dec.14 Jan.15 Feb.5 Mar.15 Apr.15 May15
Switch on time 17 17 17 18 / 19 19 20
Swithc off time 8 8 7 7 7 6
Working hours [h] 465 465 392 400 360 290
Energy consumption
(No Dimming) [kWh] 945.81 945.81 797.328 813.6 732.24 589.86
Energy consumption
(Dimming) [kWh] 684.054 678.366 565.092 563.49 503.91 400.356
Energy
Savings[kWh] 261.756 267.444 232.236 250.11 228.33 189.504
Energy Savings [%] 27,67% 28,27% 29,13% 30,74% 31,18% 32,12%
CO2 Savings [kg] 100 102.2 88.7 95.6 87.2 72.4
All night 100% vs
Adaptive control -30%
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
20 21 22 23 0 1 2 3 4 5 6
flusso veicolare
regolazione convenzionale
controllo adattivo
TRAFFIC FLOW
safety
Energy saving
STATIC CONTROL
ADAPTIVE CONTROL
Smart lighting
Half night 70% vs
Adaptive control -15%
Remote Diagnostics &
Control Services
Remote Diagnostics &
Control Services
City Digital Infrastructure
Urban hub
Suggerimenti home
Gateway Domestico (Energy Box)
THE HUMAN ORIENTED TECHNOLOGY
Remote Diagnostics &
Control Services
Smart homes & Assisted living
Smart Districts & Demand-Response
Social partecipation (Smart Communities)
Installazioni / social network urbani per beni culturali e
creatività – “la città ibrida” Comunicazione tra cittadini (partecipazione alle decisioni, senso della comunità) Sicurezza, Informazione Istruzione : Scuola
Open ICT city platform
Urban Sensor Networks
CITY CLOUD
Users
ENERGY MOBILITY
Users
SAFETY
Users
ENVIRONMENT
Users
SOCIAL PARTICIPATION
Users
Framework Standard, Big Data
Open standard communication protocols
Open ICT city platform
Smart Cities projects
from Smart Village…
ROMA
Espresso Res Novae
Smart Basilicata
Brescia Smart Living
City 2.0
Smart Village
Lumiere
Public Energy Living Lab
CIPRnet
to the cities…
City2.0 (L’Aquila)
Smart Community
Smart Building
Smart Lighting
Pon «Res Novae» (Bari)
Smart Building
Smart Home
Pon «Smart Basilicata» (Potenza e Matera)
Smart Lighitng
Smart Community
Pon «Brescia Smart Living» (Brescia)
Smart Community
Smart Building
Smart Lighting
Smart Home & Assisted Living
Smart Building F40
Smart Building F 64
Control room Smart Village
Smart street: 8 Smart Buildings
F66-F73
Outdoor lighting. Parking
Led street
Smart- eye
Piattaforma ICT • Smart Lighting • E-Mobility • Building modelling
Pedestrian flow
Camera
Weather station
Smart Lighting
Smart Building
Smart Mobility
ICT
Mobility management
Piattaforma PELL
Gestore impianto IP
Cittadini
Diagnostica
Amministrazioni Regionali/Centrale
Benchmarking
Acquirente unico
Monitoraggio prestazioni
Municipalità
Piattaforma ICT Living Lab
Stakeholders
DB
Censimento
33
Acquisizione dati di consumo
End Users Social Networks
Il Public Energy Living Lab
Web Services
Formato standard (xml) scheda censimento
TRASPARENZA
Grazie
Stefano Pizzuti, PhD Director of the ‘Smart Cities & Communities’ Lab ‘Energy Technologies’ Dept. – ‘Smart Energy’ Division [email protected]