CREATING SMART BUSINESSES - Wireless DNA
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CREATING SMART BUSINESSES
Sophie Germain, Ed. Lleret 07121 ParcBit, +34 871 036 991 Illes Balears, Spain contact@wdna.com WDNA .COM
COMPANY
WDNA is a company that offers
products and services based on R&D&i
solutions.
It was born in 2014, establishing its
headquarters in Mallorca, Spain (Parc
Bit technological park). It has been
working internationally since 2016, with
offices in Mexico and special impact in
North America and South America, and
growing in the Middle East, Africa and
Asia.
Since its creation, it is specialized in
monitoring, auditing and optimizing
networks, offering innovative solutions
focused on maximizing its client’s profits.
In December 2017, Wireless DNA
acquired Meteoclim Services, a
tech-based company specialized in
meteorology, climate change and BUSINESS
TELECOM ATMOSPHERE IoT AREAS
climatology, that was launched as a
spin-off of the University of the Balearic
Islands.
WE ARE R&D&i
Framework agreement European, National Contributions in congresses and Patents and utility
with Universities and and Regional scientific publications models
other organizations for R&D projects
technology development
1.7M 90 30
R&D investment College PhDs Students or
in 2018-2020 graduates recent graduate
trainees
LAb +100 +350 24/7
Own resources Telecommunication, International
for hardware design electronic and projects Global Operation
and manufacturing computer engineers, Center
physicists and
mathematicians
HISTORY Our goal is excellence, but we always appreciate the recognitions
to the effort in pursuit of innovation and efficiency
1,5 M 20 M
USERS USERS
2014 2015 2016 2017 2018 2019
METEOCLIM
IS PART OF THE
WDNA WDNA FAMILY ENTROPY
IS BORN IS BORN
NATIONWIDE NATIONWIDE
CONTRACT CONTRACT
FOR A TIER 1 FOR A TIER 1
OPERATOR IN OPERATOR IN
ISRAEL MEXICO
MEMBERS OF:
OUR CLIENTS
AND
YOU?
J A
I B
SKILLS H 10 C
G D
9
F E
8
E
7 F
GENERAL IoT
A. IT CLOUD ARCHITECTURES 6 G A. TECHNICAL ASSISTANCE AND HW MAINTENANCE
D
B. BIG DATA & AI B. FIRMWARE AND EMBEDDED SOFTWARE DESIGN
C. BUSINESS INTELLIGENCE 5 C. HARDWARE DESIGN
D. INTELLIGENT NETWORK OPERATIONS CENTRE W-NOC 24/7 D. 3D PRINTING DESIGN
H
E. QUALITY NETWORKS CERTIFICATION C E. LPWA (LORA, SIGFOX, LTE-CATM/NB-IOT)
F. DATA ANALYTICS 4 F. IOT / SMART CITY STANDARDS AND REGULATIONS
G. SPECIAL EVENTS SMART MANAGEMENT G. ENERGY OPTIMIZATION
H. REAL TIME NETWORKS MONITORING
B
3 I H. LAB TESTING
I. PROJECT MANAGEMENT, PMP I. INVENTORY MANAGEMENT SYSTEMS
J. GEO REFERENCE SYSTEMS - GIS
2 J. CUSTOMIZED PROTOTYPES AND SOLUTIONS
J
A
1
A
J
B
I
ATMOSPHERE TELECOM
A. CLIMATE CHANGE AND CLIMATOLOGY A. SOLUTIONS ARCHITECTURE
B. METEOROLOGY C B. NETWORKS AUDITING
H
C. NUMERICAL WEATHER PREDICTION MODELS (NWP) C. CEM (TRACES, CDR, MDT, KQIS, GEO, ETC..)
D. URBAN WEATHER FORECAST MODELS D. CORE CS/PS
E. NOWCASTING D E. NETWORKS ENGINEERING
F. CLIMATE PROJECTIONS G F. DRIVE TESTS
G. RADAR AND REMOTE SENSING G. END-2-END NETWORK OPTIMIZATION
H. NON-TRADITIONAL METEOROLOGY OBSERVATION NETWORKS H. RAN (PLANNING, DESIGN, OPTIMIZATION)
E
I. DOWNSCALING TECHNIQUES F I. TRANSMISSION & IP
J. VALIDATION, CALIBRATION AND POST-PROCESSING J. VAS
F
E
D G
H
C
I RANGE OF KNOWLEDGE FROM 0 TO 10
B
A J
BUSINESS MODEL
Wi-NOC
PRODUCTS SERVICES
24/7
LICENSE FOR USE CONSULTANCY
—
—
MANAGED SERVICES
SaaS
PRODUCT STRUCTURE
Platform Modules Networks Solutions
WATCHER AUDITOR DISCOVERY TELECOM SMART CITY
ATMOSPHERE SMART HOTEL
Automation
Analytics
Security IoT SMART TELECOM
Forecasting
GIS
SMART LEISURESERVICES Support in the
standardization of
operational and business
processes, smart solutions
for all types of problems,
Advanced E2E network alignment of the different
optimization supported by operator strategies:
the ENTROPY platform and network, managed
our engineering team services, business
AUDIT OPTIMIZATION CONSULTANCY STRATEGY MONETIZATION
E2E audits of processes PMO at the service of any Optimization through
and key network domains network engineering Business Intelligence
(UE, RAN, TX, CORE, VAS, requirement. Managed techniques of revenue and
Billing) services. the main metrics (ARPU,
CHURN). Cost control,
traffic leakage and fraud
preventionWDNA INTELLIGENT NETWORK
OPERATIONS CENTER (Wi-NOC)
Thanks to ENTROPY’s powerful built-in functionalities and processes intelligence, it is possible to evolve a standard NOC into an Wi-NOC (intelligent NOC).
AUTOMATIC ACCEPTANCE PROCESS (ATP) THRESHOLDER
Automatic management for acceptance processes Real-time network degradation management.
in complex scenarios (roll-outs, swaps).
WEATHER CORRELATION
QUALITY ASSURANCE & CERTIFICATION Real-time monitoring and forecasting
Optimization and audit of process orchestration
of weather events affecting network performace.
for E2E quality assurance.
DISPATCHER
Creation, management and tracking of tickets
and workflows.FOCUS ON RESULTS
CURRENT SCENARIO WHAT DOES ENTROPY ALLOW? WHAT CONCRETE BENEFITS?
MULTIPLE RIGID FLEXIBLE CUSTOMIZATION
TOOLS
GLOBAL EXECUTIVE VIEW
DATA CENTRALIZATION
24/7 NOC SERVICE
ENGINEERING TEAM EFFICIENCY
MULTIPLE VENDORS AND
TECHNOLOGIES
UNIVERSAL ACCESS
OSS DATA INTEGRITY REVENUE MAXIMIZATION
BIG DATA & REAL TIME
MASSIVE &
UNSTRUCTURED
DATA VOLUMES MODULES APPLICABLE TO ALL
CONTROL IN COMPLEX SCENARIOS BUSINESS AREAS
METEO
IMPROVED OPERATIONS
CONCURRENT IoT
PROJECTSWDNA TELECOM
ECOSYSTEM
MULTI-VENDOR
MULTI-TECHNOLOGY
VENDOR AGNOSTIC & GLOBAL SERVICE
OWN R&D&I
STANDARDIZATION
DESIGN
OPTIMIZATION
OPERATIONS
CORE TX NOC
FINANCES RAN IoT
CS/PS (MW/OF/IP) CUSTOMER EXPERIENCE
DATA INTEGRITY
METEO
E2E AUDITSSERVICES
MEC, IOT &
5G STRATEGY VIRTUALIZATION OPTIMIZATION FINANCE ATMOSPHERE CEM
SMART CITIES
Define Technical Strategy RFI/RFQ LTE / 3G / VoLTE / Voice M2M Network Design Identification of Potential Services KPI Analysis
Savings OPEX & CAPEX
RAN Design Validation INPUT Recolection SON Smart Cities Catalog Benchmarking
Development Advice Increase Administrative
Definition & Harmonization Migration Strategy Carrier Aggregation Prediction
Efficiency
of KPI’s E2E Definition Strategy
Agile Decision Making Optimization
Rollout evolution Automation Mobility Management According to Financial Data Planning
Cloud RAN (C-RAN)
and Open RAN (O-RAN) Profile Definition Load Balancing Network Planning
Distaster Recovery KPI Analysis based in Financial Trends
Network Slicing
Datacenter Specs Energy Comsuption Radio Network Resources
Consistency Check
Optimization
RAN Roll Out Evolution Interferences
Non-income Sites List
Cell Site Rollout
Automatic Report
Traffic Management Generation
E2E Capacity, Monitoring Financial Alarm System
and Forecast
Central Single Platform
E2E Network Topology (FINANCE, RF)
(Logical & Physical)
Troubleshooting Custom DashboardsPLATFORM
We offer advanced engineering solutions and services to
monitor, audit and optimize networks, improving the
customer experience and maximizing the financial and
operational performance.
We achieve this thanks to ENTROPY, WDNA’s platform
for real-time network monitoring and audit. Entropy is a
transversal solution servicing all verticals deployed into
current and future smart networks. ENTROPY is fully
flexible and scalable.
entropy entropy entropy
KPIs monitoring External probes integration End-to-end network view
and parameter viewer Configuration management Network design management
Degradations E2E integrity Inventory
Alarms Dynamic quality certification Topology
Customer experience Monetization Workflows
Network auditsCHALLENGES THAT
OPERATORS FACE
TELECOM
Multiple vendors OSS Insight Control Efficiency of
& technologies in complex engineering
Universal Access
scenarios teams
Multiple data sources
OSS Data
Concurrent Monetization
Massive & unstructured integrity
projects
data volumes & reliability Revenue
Global maximization
Heterogeneous
executive view
and rigid toolsBENEFITS
TELECOM
EFFICIENCY TIME QUALITY SAVINGS
Holistic solution Real time Customer Retain control in OPEX/CAPEX Site visit
for many _________________ complaints complex scenarios reduction reduction
functionalities reduction _________________ _________________ _________________
24/7
_________________ _________________ _________________ Reduction Universal Executive and
Improved Automatic Minimizing in service information access global view of
operations distribution management interruptions _________________ the network
_________________ of email reports complaints _________________ Drive test _________________
Off-line _________________ _________________ W-INTEGRITY® reduction Incorrect licenses
verifications Easy problem Network quality _________________ and features
proprietary KPI
_________________ detection assurance Less staff _________________
_________________
Focus _________________ processes _________________ Focused on
_________________ Customizable real needs
on key issues Plug&Play Lower
_________________ and continuous
_________________ All areas work communication
real-time audits
Tasks automation Intuitive with reliable costs
data sourcesOSS DATA INTEGRITY
Thanks to the use of ENTROPY operators take advantage of auditing
and ensuring continuously the performance and coherence of their
OSS data. WDNA has developed a proprietary KPI, so-called
W-INTEGRITY®,WDNA’S PROPRIETARY KPI W-INTEGRITY®, that reflects both the integrity and reliability of the
network data collected from the OSS and displayed in Entropy.
UNIVERSAL ACCESS
OSS SYNCHRONISM
DELAYED FILES GENERATION
DATA
GENERATION THROUGHPUT / BW
COMMUNICATION FAILURES
INTEGRITY COMMUNICATION
REPOSITORY COHERENCE
LEVELS
PHYSICAL DATA COHERENCE
OSS
COHERENCE LOGICAL DATA COHERENCE
vs
ENTROPY
CENTRALIZED
CONTROL CONSOLE
W-INTEGRITY® WDNA’S
PROPRIETARY KPIENTROPY:
% VOICE TRAFFIC OVER GSM
7%
6,42%
TIME SAVING / EFFICIENCY
6%
5%
4% -74%
3%
GSM TIER1 OPERATOR MEXICO REDUCCIÓN
74%
VOICE
TRAFFIC
2% OVER GSM
Only 3 Senior RF Engineers were in charge of the optimization of:
1% 1,69%
→ +17000 GSM cells 0%
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 1 2 3 4 5 6 7 8 9
→ 23 BSCs 2017 2018
→ The whole country % DATA (PS) TRAFFIC OVER GSM
1.2
1,07%
Achievements: 1
→ 2 successful refarmings (spectrum shrinkage)
0.8
→ 25% drop call rate improvement in 3 months
→ 45% drop call rate improvement in 1 year 0.6 -82%
despite spectrum shrinkage
0.4
REDUCCIÓN
→ 7% accessibility improvement
82%
DTA (PS)
TRAFFIC OVER
GSM
0.2
→ 74% voice traffic steered towards UMTS (customer target)
0,20%
0
→ 82% data traffic steered towards UMTS (customer target) 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 1 2 3 4 5 6 7 8 9
2017 2018ENTROPY:
INTERFERENCE DETECTION & CLASSIFICATION
Entropy is able to detect RTWP
cells with RTWP/RSSI issues
and classify them by cause:
external interference,
HW problem, internal
interference, etc.
RTWP
A powerful GUI is also
provided.
ud
tit
La
Long
itud
RTWP
(dBm)
−110 −105 −100 −95ENTROPY:
ACCEPTANCE TEST PROCESS (ATP)
BENEFITS DELIVERABLES
Roll-out projects Automatic
automatic tracking Acceptance Report
(received by email)
Reliable information
based on Network Audit diagnosis
Configuration, SITE CLUSTER NETWORK
Alarms and KPIs Delta changes ACCEPTANCE ACCEPTANCE ACCEPTANCE
Single View for all Issues diagnosis
stakeholders and Executive summary
management KEEP CONTROL OF
MASSIVE NETWORK CLUSTER 1
Cost savings SITE 1 SITE 2
(OPEX, CAPEX) CHANGES, E.G.,
and vendors ROLL-OUTS, SWAPS NETWORK
performance & VENDOR
CLUSTER 2
evaluation SITE 3
Direct improvement
of Network
Performance and
Customer Experience
Customizable processREFERENCES:
Drop Call Rate improved by 50%!
Traffic increased 100%, payload 400%,
throughput 330% and IRAT leakage reduction of 70%
GOLAN TELECOM (ISRAEL)REFERENCES:
TIER1 OPERATOR (MEXICO): GSM OPTIMIZATION
PEER DETECTION FREQUENCY
FEATURES
AND REMOVAL PLANS
ALIGNMENT
BCCH-BSIC
REPEATED
NETWORK
CERTIFICATION
FUNCTIONALITY FREQUENCY
GOLD ACTIVATION PLANS
STANDARDS PREPARATION ADD TRX BY
FEATURES AND
TIMERS T200 N200 CONGESTION RLT
PARAMETERS ACTIVATION TIMERS AMR,
TRAFFIC TIMERS ADJUSTMENT
AUDIT OF AMR RLT ADJUSTMENT ADJUSTMENT
TRANSFER ADJUSTMENT
2G TO 3G
OCT 2015 FEB 2016 MAR 2016 APR 2016 MAY 2016 JUL 2016 AUG 2016 OCT 2016 NOV 2016 DEC 2016
2G QUALITY ASSURANCE REFARMING SUPPORT
435.000 adjustments 80.000 adjustments
3 1
1.80 450000,00
25%
DROP
45%
DROP
1.60 400000,00
CALL RATE CALL RATE
Network
1.40 350000,00
MONTHS IMPROVEMENT YEAR IMPROVEMENT
1.20 300000,00
1.00 250000,00
0.80 200000,00
0.60 150000,00
0.40 100000,00
0.20 50000,00
VOICE_TRAFFIC_ERL 0.00 0,00
DROP_CALL_RATE NOV 2015 DEC 2015 JAN 2016 FEB 2016 MAR 2016 APR 2016 MAY 2016 JUN 2016 JUL 2016 AUG 2016 SEP 2016 OCT 2016 NOV 2016 DEC 2016REFERENCES:
TIER1 OPERATOR (MEXICO): UMTS OPTIMIZATION
FEATURES REFARMING
ALIGNMENT LTE
FEATURES
TUNING
NETWORK
MASSIVE CERTIFICATION
ROLL OUT
GOLD CAPACITY
STANDARDS CSFB
FEATURES AND MANAGEMENT LTE
3RD PARTY AUDITS
PARAMETERS TRAFFIC IRAT REFARMING
AUDIT TRANSFER TUNING ANR AUDITS PH2
VoLTE
2G TO 3G
FEB 2016 MAR 2016 APR 2016 MAY 2016 JUL 2016 AUG 2016 OCT 2016 NOV 2016 DEC 2016
3G QUALITY ASSURANCE LTE ROLL OUT
750.000 adjustments 350.000 adjustments
3 1
1.80 2000000,00
80% 30%
1.60 3G-2G IRAT 3G DROP 1800000,00
LEAKAGE CALL RATE
Network Network
1.40 1600000,00
MONTHS IMPROVEMENT YEAR IMPROVEMENT
1.20 1400000,00
1.00 1200000,00
0.80 1000000,00
0.60 800000,00
0.40 600000,00
0.20 400000,00
TOTAL_TRAFFIC 0.00 200000,00
IRAT_LEAKAGE NOV 2015 DEC 2015 JAN 2016 FEB 2016 MAR 2016 APR 2016 MAY 2016 JUN 2016 JUL 2016 AUG 2016 SEP 2016 OCT 2016 NOV 2016 DEC 2016REFERENCES:
TIER1 OPERATOR (MEXICO): LTE OPTIMIZATION
VoLTE VOLTE FEATURES
FEATURES
PARAMETERIZATION EVALUATION
ALIGNMENT
NOMINAL GOLD PS AB
PLAN STANDARDS REAL OPT
LAYER VoLTE
MANAGEMENT DASHBOARD
JUN 2016 JUL 2016 AUG 2016 SEP 2016 OCT 2016 NOV 2016 DEC 2016
LTE QUALITY ASSURANCE VoLTE IMPLEMENTATION
50.000 adjustments 125.000 adjustments
6
0.90 500000.00
35%
LTE Drop
30%
PS Abnormal
0.80 450000.00
Call Rate release
Network Network
0.70 400000.00
MONTHS IMPROVEMENT IMPROVEMENT
0.60 350000.00
0.50 300000.00
0.40 250000.00
0.30 200000.00
0.20 150000.00
0.10 100000.00
TRAFFIC_DL_GB 0.00 50000.00
DCR JUN 2016 JUL 2016 AUG 2016 SEP 2016 OCT 2016 NOV 2016 DEC 2016REFERENCES: TIER1 OPERATOR (MEXICO) - ENTROPY MAIN TOOL NETWORK VENDOR EVALUATION 2018
WDNA ATMOSPHERE
BENEFITS
ATMOSPHERE
NOW 0-6H 6H-7D
OBSERVATION NOWCASTING FORECASTING CLIMATE
Weather radar, with Deterministic High-resolution Climate change
improved quantitative short-term WRF model projections studies
precipitation estimation, forecasting (0-6h) (up to 300 m) based on IPCC
and resolution of 1km, or nowcasting based for up to 3-day scenarios
updated every 10 min on radar observations forecasts and GCM models
_________________ _________________ _________________ _________________
Weather stations, public Nowcasting from Global model Statistical
and from 3rd parties meteorological for up to 7-day downscaling
_________________ model forecasts based on
Exclusive access _________________ _________________ Quantile-Quantile
to lightning generation Probabilistic Exclusive adjustment method
_________________ nowcasting and access to storm
Non-conventional blending techniques prediction
observations of up to 100 m/
1 min resolutionOBSERVATION
LIGHTNING AND STORMS
Exclusive contract with the American company EarthNetworks, FIGURE
which allows us access to information in real time: Convective cell over the
northeast of Spain. Lightning
generation is shown in real
→ Lightning generation, typology time. The circles on the map
(cloud-cloud, cloud-earth rays) indicate the number of electric
and origin. Resolution of 200 m, discharges that have been
produced in a given area in a
updated every minute. 10-minute interval. The
intensity of different storms are
→ Accumulation of electrical represented by geometric
figures with different colors
discharges by zone
in a 10 minutes interval.
→ Formation, displacement
and intensity of storms.
Resolution of 500 m,
updated every minute.OBSERVATION
IN MEXICO CITY THE TECHNOLOGY ALLOWS TO UNFOLD
AN OBSERVATION NETWORK OF MORE THAN 2,500 POINTS WHILE
THE OFFICIAL NETWORK OF THE STATE METEOROLOGICAL AGENCY
NON-CONVENTIONAL HAS 9 STATIONS AND 1 RADAR
OBSERVATIONS (1)
We have developed a new real-time weather observation
technology that integrates traditional sensors (radar, satellite and
weather stations) with information from mobile telephone networks.
Through the proprietary solution ENTROPY we monitor and
optimize mobile phone networks in real time. The analysis of the
large volume of information and KPIs collected allows us, using
Deep Learning algorithms, to resolve the state of the atmosphere
with great accuracy.
The new meteorological observations, in addition to being in real
0 l/h 24 l/h
time, increase the current measurement points by orders of
magnitude (around a factor of 200 for urban environments),
providing observations with a reliability greater than 90%, and a
EXISTING INFRASTRUCTURE TECHNOLOGY
much higher spatio-temporal coverage and resolution.
9x WEATHER 1x METEOROLOGICAL >2500
STATIONS RADAR MW RAIN
GAUGESOBSERVATION CCA - WDNA
NON-CONVENTIONAL
OBSERVATIONS (2)
To obtain rainfall estimates from the transmission network (MW
links), we analyze the key performance indicators (KPIs) of all
network elements through algorithms that process the transmitted
and received signal level. We analyze and identify all sources of
variation in the signal level, among which there is precipitation. This
allows to estimate the rainfall intensity averaged over the distance
between two microwave links, leading to an additional observation ECOGUARDAS - WDNA
point.
FIGURE
From a network of microwave links, and combining the inferred Example of validation
measurements with those obtained from the meteorological radar of our technology. Blue
bars show the rainfall
and rain gauges, we obtain a rainfall field with greater coverage observed by a rain
and spatial and temporal resolution. gauge in Mexico City
(gray bars indicate time
periods in which the
station was not
operative). Red dots
show the estimated
rainfall from the
telecommunications
network.NOWCASTING BASED ON
OBSERVATIONS
(DETERMINISTIC)
Weather radar observations are ideal as a tool in the OBSERVATION
implementation of very short-term precipitation forecasting or
nowcasting techniques. These techniques extrapolate the rain field
observed by the radar, assuming that during a short period of
forecast time, the temporal evolution of the precipitation field can
be extracted from the recent past.
At WDNA we develop and implement the latest nowcasting
techniques. In addition, we complement radar observations with
non-conventional observations, providing the algorithm with a
starting observed precipitation field of higher spatial and temporal
resolution. We generate 0-6 hours forecasts at a spatial resolution of
100 m to 1 km that are updated every 1-10 min, depending on the PREDICTION
available observations.
FIGURE
Comparison between the observed rain field and a
1-hour forecast obtained with nowcasting based on
radar.NOWCASTING FROM A
METEOROLOGICAL 3D IMAGE OF THE STRUCTURE
MODEL OF A CYCLONE IN THE MEDITERRANEAN
SIMULATED BY A NUMERICAL MODEL
At WDNA we are developing a nowcasting method generated from
our high-resolution meteorological model. It is a very short-term
forecast (0-3 h) that is updated periodically (every 10 min) with
resolution of 1 km. The method assimilates the most recent observed
data, obtained from weather stations and the meteorological radar.
RADAR DATA ASSIMILATION
WITH THE HIGHEST FREQUENCY
POSSIBLE
+40m
+50m
+20m
+30m
+10m
-2h -1h NOW +1h +2h +3h
IMPROVED INITIAL PREDICTIONS
CONDITIONS (EVERY 10 MINUTES)NOWCASTING
EXAMPLE OF A PROBABILITY FIELD OF A 1H RAIN FORECAST
GENERATED WITH NOWCASTING BASED ON RADAR
(PROBABILISTIC)
The very short-term rainfall forecast based on the extrapolation of
the radar precipitation field (deterministic technique) is subject to
several sources of uncertainty that must be taken into account.
It is known with certainty that a storm will develop somewhere, but
it is unknown what will its exact position be in time and space.
Including a probabilistic approach to rainfall forecasts allows to
characterize the different sources of uncertainty.
In this case, instead of forecasting a precipitation intensity value for
each point in the domain, we calculate the probability of obtaining
said rainfall intensity.
Source:
Doctoral thesis of
A. Buil (UPC, 2017)FORECASTS METEOROLOGICAL MODEL Our weather forecasts are generated employing the Weather Research Forecasting Model (WRF), a numerical model that implements a wide range of meteorological applications on scales ranging from meters to thousands of kilometers. This model has multiple configuration options in terms of its dynamic and physical behavior, which allows it to adapt to any weather conditions. We generate regional real-time forecast using WRF at a 4-km resolution. This model allows to obtain precise predictions with up to 3-days forecast. It also allows to run subdomains in any area of the planet with a resolution of up to 300 meters. In addition, we use a lower spatial resolution model (25 km) GFS (Global Forecast System), which provides grid point forecasts of a greater temporal range of up to 7 days.
WEATHER FORECASTS
ENERGY
GENERATION
We use our own forecasts employing Service features:
traditional Numerical Weather Prediction → We optimize and adapt
(NWP) models to forecast energy generation. weather model run times to market
We correct forecasts hourly based on recent sessions closing times
observations.
→ We optimize forecasts for the intraday
At the short-term scale, we employ our own market with nowcasting techniques
developed nowcasting techniques based on
→ We assimilate a wide range
NWP models to improve intraday forecasts for
of observations in the models
the electricity market. These techniques
assimilate weather radar extrapolation and → We work with energy generation
on-site observations. history to optimize forecasts
We are conducting several R&D projects that
aim to collect additional weather
observations, which we feed to our models to
improve forecast results for the day-ahead
and intraday markets.CLIMATE WIND ROSE
(2040-2069)
PROJECTIONS
At WDNA we generate our own spatial resolution of the GCMs is
Climate Change simulations based on insufficient. Therefore to increase
the greenhouse gas emission spatial resolution it is necessary to
scenarios (RCPs) established in the employ downscaling techniques.
Fifth Assessment Report (AR5) of the DISTRIBUTION OF WIND DIRECTIONS (2010-2039)
At WDNA we apply a statistical
Intergovernmental Panel on Climate
downscaling based on the Quantile to
Change (IPCC), and taking into
Quantile method to detect the
account the approximate calculation
impacts of climate change on local
of radiative forcing as well as different
variability. This method,is endorsed by
socio-economic scenarios.
several publications in prestigious
When it comes to making projections international journals and allows to
of future climate trends, General include the local climatic
Circulation Models (GCMs) are a characteristics in the global climate
fundamental tool. Although Climate simulations, correcting and adapting
Change is a problem of global causes them to the local scale.
and consequences, its impacts are also
manifested locally, so it is essential to
FIGURE
predict future climatic conditions at a Wind rose and distribution of wind directions for the short- and medium-term
regional level. At these scales the future, respectively, at Palma de Mallorca Airport.SERVICES
Real-time
observations
Nowcasting
from 0 to 6 hours
Access
High-resolution forecasts via API
(up to 300 m) or Saas
PROFESSIONAL SPECIALIZED LICENSES
24/7 W-NOC
PLATFORM APPS FOR USE
Meteorological Comfort indices
service 24/7 for a range
of activities
Specialized
personnel Route generation
and storage
Own observations
and forecasting
systementropy PLATFORM We offer advanced physics and engineering services and products to monitor, audit and optimize meteorological data information networks, improving the user experience and maximizing the operational and economic performance of our clients. We achieve this through ENTROPY ATMOS, WDNA’s platform to monitor and audit networks in real time and ensure their correct operation over time. A transversal solution that serves all verticals deployed in the smart networks of the present and the future. ENTROPY is totally flexible and scalable. ENTROPY ATMOS is the visualization and operations platform through which we can access detailed observations and predictions. A complete, fluid and easy to use system where we offer all the necessary information.
SPEZIALIZED APPS
METEOCLIM AVAILABLE ON THE AVAILABLE ON THE
WDNA has developed a weather app reliability in short-term detection.
that provides, in addition to real-time
This model has multiple configuration
forecasts, an early warning system that
options in terms of its dynamic and
can lead to a disruptive use of this type
physical behaviour, which allows it to
of application.
adapt to any weather situation.
RAIN ALERT: 2-hour forecasts with a
This enables new B2B and B2C business
reliability of 90%.
models with applications in many
LIGHTNING ALERT: Each electrical economic sectors such as insurance,
discharge in real time with a reliability of commercial aviation, emergency
200m. prevention and civil protection, sports,
etc ...
FIRE ALERT: Fire risk and fire
propagation.
It is based on the nowcasting models
developed by WDNA. Through our
Entropy platform and its innovative
high-spatial resolution meteorological
forecast model, we can offer highSPECIALIZED APPS
METEOSPORT AVAILABLE ON THE AVAILABLE ON THE
WDNA has developed an app that In addition, it offers the possibility of
aims to facilitate training and generating and storing customized
competition for sports enthusiasts. routes and to implement local forecasts
on them in a geolocated format.
It is based on an algorithm that is able Offering a high quality result in real
to score with a numerical value the time, with the possibility of analyzing
comfort degree for the user to perform different scenarios.
a certain activity, such as sailing,
cycling, trekking, sunbathing, soccer, WDNA is working on several
golf and cultural activities. It also segmented apps to reach the entire
determines the most suitable areas for world.
the realization of the sport or activity.
In addition, WDNA generates regularly
The degree of comfort takes into official forecast for a range of sporting
account multiple weather variables: events.
temperature, wind, humidity, the
degree of professionalism of the user or
their clothing.WDNA IoT Innovation of Things
IoT
5G-Waste Cooling 3D SolidState Smart Special
Management Patrol Anemometer Monitoring Solutions
Energy/Water
System5G-Waste Management
5GWASTE.COMPRODUCT
Wireless DNA has developed a solution for The system consists of three parts 2. GATEWAY
monitoring Solid Urban Waste (SUW) that working together: An electronic device that is installed at the
provides real-time information on the weight working location of the containers and
of each type of container / waste. 1. WEIGHT SENSOR ® collects data from all the containers in the
An electronic device that is installed in premises.
This enables the optimization of collection each of the wheels of the container. It is
routes and the collection service, as well as 3. WEB
not necessary to replace the containers or
controlling that the containers are correctly An online platform for storage, processing
any essential part of them.
used. The solution is adaptable to the variety and viewing the information received.
of existing containers, offering an integrated In addition to the weight sensor, the device
solution of communication, intelligence and has sensors for movement, temperature,
visualization. volume and even the possibility of
detecting odors.
IoT Intelligent Waste Management SystemRESULTS
MOVEMENT TEMPERATURE RSSI WEIGHT VOLUME POSSIBILITY GEO POSITION
of containers (C) of container (Received Signal (kg) (% filled) of odor detection (not by GPS)
Strength Indicator)
DIFFERENT COMPREHENSIVE SERVICE : Adaptable solution
COMMUNICATION design, installation, to any type of container
OPTIONS: communication, intelligence, ——————
LoRa, Wifi, GPRS, visualization and maintenance
Ethernet, + 5G ——————
——————
IoT Intelligent Waste Management SystemINTERFACE, PROTOTYPES AND DEVICES IoT Intelligent Waste Management System
TECHNICAL INTELLIGENT WASTE MANAGEMENT SYSTEM
SPECIFICATIONS Standard weight sensor *1
Maximum frequency of readings
800 *2
5
kg
minutes
Wireless technology LoRa, wifi -
Radio frequency band ISM < 1 GHz
Wifi 2,4 GHz
Time needed for installation 35* minutes
Built-in battery capacity 10000 mAh
Battery duration 12* months
Registered parameters Weight kg
Temperature ºC
RSSI dBm
SNR -dB
Movement Yes/No
Battery voltage V
Working temperature range -20 .. +70 ºC
Minimum weight 10* kg
Weight resolution 1 kg
Temperature resolution 0,1 ºC
Voltage resolution 0,1 V
24/7 service 1 Other weights and special solutions: on-demand
2 Approximate values. They depend on the use and conditions of the environment.
IoT Intelligent Waste Management SystemCooling Patrol
PRODUCT
Wireless DNA has developed a cold chain The system is composed of three 2. HARDWARE INSTALLED OUTSIDE
monitoring and optimization solution that elements that work together: THE REFRIGERATOR CAMERAS
allows risk reduction and provides oversight of Using the latest available technology, it
refrigerated and frozen products. 1. WIRELESS SENSOR collects the data sent by the internal
It is placed inside the cold room to collect sensor, with a sampling rate of up to 2
The solution is adaptable to all types of temperature data and is able to detect seconds.
equipment and enables an integration deficiencies in the cooling system.
between communication, control and 3. WEB
visualization of the results. The accuracy and reliability of the sensor An online platform for storage, processing
ensures optimal operation and maximum and viewing of the information received.
confidence. Possibility of issuing automated notices in
case of incident, via email, SMS, telephone
call, actuator relay ...
IoT Cooling PatrolRESULTS
ENERGY MAINTENANCE TOXICITY CONTROL
SAVINGS Durability due RISK KPIs and
Control over to good Detection of geolocation
consumption and performance incidents that
state of machinery affect food safety
IoT Cooling PatrolTECHNICAL
SPECIFICATIONS
COOLING PATROL
Working temperature range -10 .. +50 ºC
Registered parameters Temperature ºC
Humidity %HR
Battery voltage V
RSSI dBm
SNR dB
Maximum frequency of readings 1 minutes
Battery duration 12* months
Built-in battery capacity 9000 mAh
Wireless technology LoRa, Wifi, … -
Radio frequency band ISM3D SolidState Anemometer
PRODUCT
Hot wire thermal anemometer, solid state,
without moving parts, very low cost and which
is able to record wind data, both in the
horizontal plane and the vertical component
very accurately and in real time.
To obtain the three-dimensional
measurements, multiple sensors of the NTC
type are used, where one of them measures
the wind speed and the rest measure wind
direction. They are complemented by other
sensors that provide additional information on
temperature and humidity, which are useful
for the prediction of thermal turbulence.
IoT 3D SolidState AnemometerRESULTS
OBSERVATION MASSIVE FORECAST
Reliable and simple DEPLOYMENT Data assimilation
observation tool Low-cost and in our predictive model
high-robustness improving its results
observation networks
that provide information
in real time
IoT 3D SolidState AnemometerTECHNICAL ANEMOMETER
SPECIFICATIONS Working temperature range -10 .. +50 ºC
Registered parameters Temperature ºC
Humidity %HR
Battery voltage V
RSSI dBm
SNR dB
Wind speed m/s
Wind direction 360º
Maximum reading frequency 30 seconds
Battery duration 12* months
Built-in battery capacity 1420 mAh
Wireless technology LoRa, Wifi, 4G… -
Banda radiofrecuencia ISMSmart Monitoring Energy/Water System
PRODUCT
Wireless DNA has developed a system for The system works with the 2. WEB PLATFORM
monitoring and optimizing energy and water following elements: An online platform for collecting,
networks. Through the implantation of sensors processing and viewing received data.
and devices of low cost and easy installation 1. PHYSICAL DEVICE
(NOT INTRUSIVE) on any type of network, we It is placed in the water and / or energy
extract energy ratios, we develop systems networks and collects consumption data.
performance formulas, optimize power and The accuracy and reliability of the sensor
consumption, etc . ensures optimal operation and maximum
confidence. It allows to transmit the data
wirelessly.
IoT Smart Monitoring Energy/Water SystemRESULTS CONSUMPTION POWER DEVIATION EFFICIENCY CONTROL accumulated by period contracted fit of consumption General indicator KPIs and alarm and forecasted in units to consumption with respect about the generation of energy, euros and CO2 to average installation IoT Smart Monitoring Energy/Water System
TECHNICAL SMART MONITORING ENERGY/WATER SYSTEM
SPECIFICATIONS Working temperature range -40 .. +60 ºC
Registered parameters Temperature ºC
Humidity %HR
Battery voltage V
RSSI dBm
SNR dB
Load kWh
Power kW
Maximum reading frequency 5 seconds
Battery duration 12* months
Built-in battery capacity 9000 mAh
Wireless technology LoRa, Wifi, 4G… -
Radio frequency band ISMSpecial Solutions
PRODUCT
Our Entropy technology platform allows the integration of different We enable our customers to obtain data for the implementation of
equipment and sensors from different manufacturers in order to SMART solutions in business organizations, public administrations and
monitor and measure different parameters related to any event. any entity that aims to manage their environment in a sustainable
manner. Likewise, obtaining these data and integrating them with tools
Artificial Intelligence and Big Data are put at the service of our (own by WDNA and / or third parties) allows us to approach valid
customers to measure and manage better. solutions within the areas of mobility and infrastructure management,
both in terms of preventive, as well as corrective and informative.
POLLUTION NOISE PARKING COUNTERS
Air quality Measurement Occupation Access, occupation
monitoring of sound levels and availability and mobility of
people and vehicles
IoT Massive DeploymentWE ADAPT TO REAL CUSTOMER NEEDS WDNA's work is based on R&D&i and scientific work. We also have the ability to develop specific, custom-fit solutions and products. We will be delighted to collaborate with you and to help you provide a smart touch to your company.
ROAD MAP
IoT MONITORING
——
CUSTOMER CENTRIC
NETWORK SMART OPERATION COGNITIVE RAN MIXED REALITY GIS
(QoE METRICS)
—— —— ——
——
CEM CROWDSOURCING SDN SUPERVISION OpenRAN SERVICES
READY-TO-BIG DATA
—— —— ——
——
TELECOM E2E NETWORK AUDITS
SELF-LEARNING ANALYTICS
NETWORK SECURITY AUDITS NETWORK SERVICES
—— —— ORCHESTRATION
——
MULTI-TENANT ARCHITECTURE PYTHON/R CONSOLE ——
3D INTERACTIVE GIS
—— FOR ADVANCED DRONE & SATELLITE SIGNAL OPT
——
C-SON ENGINEERING
RF SIGNAL ANOMALIES SELF-DIAGNOSE
——
CPEs MONITORING
2018
& PRECEDING
2019 2020 2021
PROBABILISTIC STREET-LEVEL
NOWCASTING
—— PROBABILISTIC STREET-LEVEL
HIGH-RESOLUTION FORECASTING FORECASTING
EARLY WARNING SYSTEM:
—— ——
WEATHER, FIRES, BEHAVIORAL IMPACT OF WEATHER
DETERMINISTIC RADAR NOWCASTING NON-CONVENTIONAL OBSERVATIONS
AIR QUALITY, FLOODING CONDITIONS APPLIED TO HEALTH,
—— FROM OTHER SOURCES 2.0
—— BIOSPHERE, MOBILITY, SECURITY…
THIRD-PARTY OBSERVATIONS ——
NON-CONVENTIONAL OBSERVATIONS ——
—— EXTENSIVE MARINE WEATHER
USING TELECOMMUNICATIONS 2.0 & OTHER
ATMOSPHERE NON-CONVENTIONAL
SOURCES OBSERVATION NETWORK CLOUD COVER AND WIND
OBSERVATIONS USING —— HIGH-RESOLUTION FORECASTING
—— & NOWCASTING
TELECOMMUNICATIONS AI WEATHER MODELLING
MARINE & URBAN WEATHER ——
—— FOR URBAN ENVIRONMENTS
OBSERVATION SOLUTIONS SEASONAL FORECASTING
METEOSPORT 2.0, ——
——
SMARTWEATHER 2.0, ENTROPY RELEASE 9, METEOSPORT 4.0,
ENTROPY SMARTWEATHER
METEOSAIL 1.0 METEOSAIL 3.0, METEOCLIM APP 2.0
(WITHIN ENTROPY RELEASE 8),
METEOSPORT 3.0, METEOSAIL 2.0,
METEOCLIM APP 1.0
SMART WASTE BIN (+ WEATHER STATION)
——
WEATHER STATIONS 1.0
(WIND, TEMPERATURE, HUMIDITY)
SMART WASTE MANAGEMENT 1.0
SMART WASTE MANAGEMENT 1.0 ADAPTED TO MARINE WEATHER STATIONS 2.0 (+PRECIPITATION)
(WEIGHT, VOLUME)
IoT (WEIGHT, VOLUME)
——
——
COOLING PATROL 1.0
——
CONDITIONS, CONNECTED
——
COOLING PATROL 3.0
COOLING PATROL 1.0 WITH MESH NETWORK TECHNOLOGY (WHOLE COOLING-CHAIN MONITORING)
——
3D SOLID STATE ANEMOMETER
——
COOLING PATROL 2.0 (PLUG & PLAY)CREATING SMART BUSINESSES WDNA .COM
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