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CREATING SMART BUSINESSES
CREATING SMART BUSINESSES
TELECOM ATMOSPHERE IoT
COMPANYWDNA 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 climatology, that was launched as a spin-off of the University of the Balearic Islands.
BUSINESSAREAS
WE ARE R&D&i
European, Nationaland RegionalR&D projects
Patents and utilitymodels
PhDs Students orrecent graduate
trainees
30
College graduates
90
R&D investment in 2018-2020
1.7M
LAb +100 +350 24/7
Own resourcesfor hardware designand manufacturing
Telecommunication,electronic and
computer engineers,physicists and
mathematicians
Internationalprojects Global Operation
Center
Framework agreement with Universities and
other organizations for technology development
Contributions in congresses and scientific publications
Our goal is excellence, but we always appreciate the recognitionsto the effort in pursuit of innovation and efficiency
2014WDNA
IS BORN
2015 2017 2018 20192016ENTROPY
IS BORN
NATIONWIDECONTRACT
FOR A TIER 1OPERATOR IN
ISRAEL
NATIONWIDECONTRACT
FOR A TIER 1OPERATOR IN
MEXICO
USERS1,5 M
USERS20 M
METEOCLIMIS PART OF THEWDNA FAMILY
HISTORY
MEMBERS OF:
OUR CLIENTS
ANDYOU?
RANGE OF KNOWLEDGE FROM 0 TO 10
IoTA. TECHNICAL ASSISTANCE AND HW MAINTENANCEB. FIRMWARE AND EMBEDDED SOFTWARE DESIGNC. HARDWARE DESIGND. 3D PRINTING DESIGNE. LPWAN (LORA, SIGFOX, LTE-CATM/NB-IOT)F. IOT / SMART CITY STANDARDS AND REGULATIONSG. ENERGY OPTIMIZATIONH. LAB TESTINGI. INVENTORY MANAGEMENT SYSTEMSJ. CUSTOMIZED PROTOTYPES AND SOLUTIONS
A. SOLUTIONS ARCHITECTUREB. NETWORKS AUDITINGC. CEM (TRACES, CDR, MDT, KQIS, GEO, ETC..)D. CORE CS/PSE. NETWORKS ENGINEERINGF. DRIVE TESTSG. END-2-END NETWORK OPTIMIZATIONH. RAN (PLANNING, DESIGN, OPTIMIZATION)I. TRANSMISSION & IPJ. VAS
TELECOM
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GENERALA. IT CLOUD ARCHITECTURESB. BIG DATA & AIC. BUSINESS INTELLIGENCED. INTELLIGENT NETWORK OPERATIONS CENTRE W-NOC 24/7E. QUALITY NETWORKS CERTIFICATIONF. DATA ANALYTICSG. SPECIAL EVENTS SMART MANAGEMENT H. REAL TIME NETWORKS MONITORINGI. PROJECT MANAGEMENT, PMPJ. GEO REFERENCE SYSTEMS - GIS
ATMOSPHEREA. CLIMATE CHANGE AND CLIMATOLOGYB. METEOROLOGYC. NUMERICAL WEATHER PREDICTION MODELS (NWP)D. URBAN WEATHER FORECAST MODELSE. NOWCASTINGF. CLIMATE PROJECTIONSG. RADAR AND REMOTE SENSINGH. NON-TRADITIONAL METEOROLOGY OBSERVATION NETWORKSI. DOWNSCALING TECHNIQUESJ. VALIDATION, CALIBRATION AND POST-PROCESSING
TEAM SKILL MAP
BUSINESS MODEL
PRODUCTS Wi-NOC24/7
SERVICES
LICENSE FOR USE—
SaaS
CONSULTANCY—
MANAGED SERVICES
Automation
Analytics
Security
Forecasting
GIS
PRODUCT STRUCTURE
Platform Modules Networks Solutions
WATCHER DISCOVERYWATCHER DISCOVERYAUDITOR
ATMOSPHERE
TELECOM
IoT
SMART HOTEL
SMART LEISURE
SMART CITY
SMART TELECOM
WDNA INTELLIGENT NETWORKOPERATIONS 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)Automatic management for acceptance processesin complex scenarios (roll-outs, swaps).
QUALITY ASSURANCE & CERTIFICATIONOptimization and audit of process orchestrationfor E2E quality assurance.
DISPATCHERCreation, management and tracking of ticketsand workflows.
THRESHOLDERReal-time network degradation management.
WEATHER CORRELATIONReal-time monitoring and forecastingof weather events affecting network performace.
CURRENT SCENARIO
MULTIPLE RIGID TOOLS
MULTIPLE VENDORS AND TECHNOLOGIES
MASSIVE & UNSTRUCTURED DATA VOLUMES
CONCURRENT PROJECTS
WHAT DOES ENTROPY ALLOW?
FLEXIBLE CUSTOMIZATION
DATA CENTRALIZATION
24/7 NOC SERVICE
UNIVERSAL ACCESS
OSS DATA INTEGRITY
BIG DATA & REAL TIME
CONTROL IN COMPLEX SCENARIOS
METEO
IoT
WHAT CONCRETE BENEFITS?
GLOBAL EXECUTIVE VIEW
ENGINEERING TEAM EFFICIENCY
REVENUE MAXIMIZATION
MODULES APPLICABLE TO ALLBUSINESS AREAS
IMPROVED OPERATIONS
FOCUS ON RESULTS
WDNA TELECOM
ECOSYSTEM
MULTI-VENDOR
MULTI-TECHNOLOGY
VENDOR AGNOSTIC & GLOBAL SERVICE
OWN R&D&I
STANDARDIZATION
DESIGN
OPERATIONS
NOC
CUSTOMER EXPERIENCE
DATA INTEGRITY
METEO
E2E AUDITS
OPTIMIZATION
FINANCES RAN CORECS/PS
TX(MW/OF/IP) IoT
SERVICES
CONSULTANCYAUDIT MONETIZATIONSTRATEGYOPTIMIZATION
Optimization through Business Intelligence
techniques of revenue and the main metrics (ARPU,
CHURN). Cost control, traffic leakage and fraud
prevention
Support in the standardization of
operational and business processes, smart solutions for all types of problems,
alignment of the different operator strategies: network, managed services, business
E2E audits of processes and key network domains (UE, RAN, TX, CORE, VAS,
Billing)
Advanced E2E network optimization supported by the ENTROPY platform and
our engineering team
PMO at the service of any network engineering
requirement. Managed services. PMP Project Managers, Weather
Forecasting Systems and NOWCASTING
PLATFORMWe 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 entropyKPIs monitoring
and parameter viewer
Degradations
Alarms
Customer experience
External probes integration
Configuration management
E2E integrity
Dynamic quality certification
Monetization
Network audits
-ȄưډɋȏډƷȄư network viewڳ
Network design managementڳ
Inventory
Topology
Workflows
�O�kk-wG-° THATڳOPERATORS FACE
TELECOM
Controlin complexscenarios
Concurrentprojects
Global executive view
OSS Insight
OSS Access
OSS Data integrity
& reliability
Multiple vendors& technologies
Multiple data sources
Massive & unstructureddata volumes
Heterogeneousand rigid tools
-ǑǑǠƩǠƷȄƩɲڳȏǑڳƷȄǒǠȄƷƷȵǠȄǒڳ
ɋƷƌȂȽ
Monetization
Revenueڳmaximization
BENEFITS
TELECOM
EFFICIENCYOȏǹǠȽɋǠƩڳȽȏǹɓɋǠȏȄڳfor many functionalities_________________Improved operationsڳ_________________Off-line verificationsڳ_________________Focuson key issuesڳ_________________Tasks automation
TIMEReal time_________________24/7_________________Automatic distributionof email reports_________________Easy problemdetection_________________Plug&Play_________________Intuitive
QUALITYCustomercomplaintsreduction_________________Minimizing management complaints_________________Network quality assuranceprocesses_________________All areas workwith reliabledata sources
Retain control in complex scenarios_________________Reductionin serviceinterruptions _________________W-INTEGRITY®
proprietary KPI_________________Customizableand continuous real-time audits
SAVINGSOPEX/CAPEXreduction_________________Universal information access_________________Drive testreduction_________________Less staff_________________Lowercommunicationcosts
Site visitreduction_________________Executive andglobal view ofthe network_________________Incorrect licenses and features_________________Focused onreal needs
OSS DATA INTEGRITYW-INTEGRITY®٦WDNA’S PROPRIETARY KPI
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®, that reflects both the integrity and reliability of thenetwork data collected from the OSS and displayed in Entropy.
UNIVERSAL ACCESS
OSS SYNCHRONISM
DELAYED FILES GENERATION
THROUGHPUT / BW
COMMUNICATION FAILURES
REPOSITORY COHERENCE
PHYSICAL DATA COHERENCE
LOGICAL DATA COHERENCE
CENTRALIZEDCONTROL CONSOLE
W-INTEGRITY® WDNA’S PROPRIETARY KPI
INTEGRITYLEVELS
DATAGENERATION
OSSCOHERENCE
vsENTROPY
COMMUNICATION
ENTROPY:TIME SAVING / EFFICIENCY
GSM TIER1 OPERATOR MEXICO
Only 3 Senior RF Engineers were in charge of the optimization of:
→ +17000 GSM cells
→ 23 BSCs
→ The whole country
Achievements:→ 2 successful refarmings (spectrum shrinkage)
→ 25% drop call rate improvement in 3 months
→ 45% drop call rate improvement in 1 year despite spectrum shrinkage
→ 7% accessibility improvement
→ 74% voice traffic steered towards UMTS (customer target)
→ 82% data traffic steered towards UMTS (customer target)
% VOICE TRAFFIC OVER GSM7%
6%
5%
4%
3%
2%
1%
0%
6,42%
74%REDUCCIÓN
VOICETRAFFICOVER GSM
-74%
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
1,69%
2017 2018
% DATA (PS) TRAFFIC OVER GSM1.2
1
0.8
0.6
0.4
0.2
01 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 2018
-82%
1,07%
82%REDUCCIÓN
DTA (PS)TRAFFIC OVERGSM
0,20%
Entropy is able to detect cells with RTWP/RSSI issues and ƩǹƌȽȽǠǑɲڳɋǚƷȂڳƨɲڳƩƌɓȽƷ: external interference,HW problem, internal interference, etc.A powerful GUI is also provided.
ENTROPY:INTERFERENCE DETECTION & CLASSIFICATION
Longitud
Latitud
RTWP
RTWP
−110 −105 −100 −95
RTWP(dBm)
ENTROPY:ACCEPTANCE TEST PROCESS (ATP)
KEEP CONTROL OF MASSIVE NETWORK
CHANGES, E.G., ROLL-OUTS, SWAPS
SITE 1 SITE 2
SITE 3
SITE ACCEPTANCE
CLUSTER 1
CLUSTER 2
CLUSTERACCEPTANCE
NETWORK& VENDOR
NETWORKACCEPTANCE
BENEFITSRoll-out projects automatic tracking
Reliable information based on Network Configuration,Alarms and KPIs
Single View for all stakeholders and management
Cost savings(OPEX, CAPEX)and vendors performanceevaluation
Direct improvementof Network Performance and Customer Experience
Customizable process
DELIVERABLESAutomaticAcceptance Report (received by email)
Audit diagnosis
Delta changes
Issues diagnosis
Executive summary
REFERENCES:GOLAN TELECOM (ISRAEL)
Drop Call Rate improved by 50%!Traffic increased 100%, payload 400%,throughput 330% and IRAT leakage reduction of 70%
REFERENCES:TIER1 OPERATOR (MEXICO): GSM OPTIMIZATION
OCT 2015 FEB 2016 MAR 2016 APR 2016 MAY 2016 JUL 2016 AUG 2016 OCT 2016 NOV 2016 DEC 2016
FEATURES ANDPARAMETERS
AUDIT
GOLDSTANDARDS
FEATURES ALIGNMENT
ACTIVATION OF AMR
TIMERS AMR,RLT ADJUSTMENT
FUNCTIONALITY ACTIVATION
NETWORK CERTIFICATION
TIMERS T200 N200 ADJUSTMENT
PEER DETECTION AND REMOVAL
BCCH-BSIC REPEATED
FREQUENCYPLANS
PREPARATION
FREQUENCYPLANS
TRAFFICTRANSFER2G TO 3G
TIMERS ADJUSTMENT
ADD TRX BY CONGESTION RLT
ADJUSTMENT
2G QUALITY ASSURANCE435.000 adjustments
REFARMING SUPPORT80.000 adjustments
450000,00
400000,00
350000,00
300000,00
250000,00
200000,00
150000,00
100000,00
50000,00
0,00
1.80
1.60
1.40
1.20
1.00
0.80
0.60
0.40
0.20
0.00
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 2016
VOICE_TRAFFIC_ERLDROP_CALL_RATE
3MONTHS
25%DROPCALL RATE
IMPROVEMENT1YEAR
45%DROPCALL RATENetworkIMPROVEMENT
3G QUALITY ASSURANCE750.000 adjustments
LTE ROLL OUT350.000 adjustments
FEATURESTUNING
FEATURES ANDPARAMETERS
AUDIT
GOLDSTANDARDS
FEATURES ALIGNMENT
TRAFFIC TRANSFER2G TO 3G
IRATTUNING
MASSIVEROLL OUT
NETWORK CERTIFICATION
3RD PARTYANR AUDITS
CAPACITY MANAGEMENT
REFARMINGLTE
VoLTE
CSFBAUDITS LTE
REFARMINGPH2
FEB 2016 MAR 2016 APR 2016 MAY 2016 JUL 2016 AUG 2016 OCT 2016 NOV 2016 DEC 2016
2000000,00
1800000,00
1600000,00
1400000,00
1200000,00
1000000,00
800000,00
600000,00
400000,00
200000,00
1.80
1.60
1.40
1.20
1.00
0.80
0.60
0.40
0.20
0.00
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 2016
TOTAL_TRAFFICIRAT_LEAKAGE
3MONTHS
80%3G-2G IRATLEAKAGENetworkIMPROVEMENT
1YEAR
30%3G DROPCALL RATENetworkIMPROVEMENT
REFERENCES:TIER1 OPERATOR (MEXICO): UMTS OPTIMIZATION
REFERENCES:TIER1 OPERATOR (MEXICO): LTE OPTIMIZATION
LTE QUALITY ASSURANCE50.000 adjustments
VoLTE IMPLEMENTATION125.000 adjustments
JUL 2016JUN 2016 AUG 2016 SEP 2016 OCT 2016 NOV 2016 DEC 2016
NOMINALPLAN
GOLD STANDARDS
LAYER MANAGEMENT
VoLTE PARAMETERIZATION
VOLTE FEATURES EVALUATION
PS ABREAL OPT
VoLTEDASHBOARD
FEATURES ALIGNMENT
500000.00
450000.00
400000.00
350000.00
300000.00
250000.00
200000.00
150000.00
100000.00
50000.00
0.90
0.80
0.70
0.60
0.50
0.40
0.30
0.20
0.10
0.00
JUN 2016 JUL 2016 AUG 2016 SEP 2016 OCT 2016 NOV 2016 DEC 2016
TRAFFIC_DL_GBDCR
6MONTHS
35%LTE DropCall RateNetworkIMPROVEMENT
30%PS AbnormalreleaseNetworkIMPROVEMENT
REFERENCES:TIER1 OPERATOR (MEXICO) - ENTROPY MAIN TOOL
NETWORK VENDOR EVALUATION 2018
WDNA ATMOSPHERE
BENEFITS
ATMOSPHERE
OBSERVATIONWeather radar, with improved quantitative precipitation estimation, and resolution of 1km, updated every 10 min_________________Weather stations, public and from 3rd parties_________________Exclusive accessto lightning generation_________________Non-conventional observations of up to 100 m/1 min resolution
NOWCASTINGDeterministicshort-termforecasting (0-6h)or nowcasting basedon radar observations_________________Nowcasting frommeteorologicalmodel_________________Probabilisticnowcasting andblending techniques
FORECASTINGHigh-resolutionWRF model(up to 300 m)for up to 3-day forecasts_________________Global modelfor up to 7-day forecasts_________________Exclusiveaccess to stormprediction
CLIMATEClimate changeprojections studiesbased on IPCC scenariosand GCM models_________________Statistical downscalingbased on Quantile-Quantileadjustment method
NOW 0-6H 6H-7D
OBSERVATIONLIGHTNING AND STORMS
Exclusive contract with the American company EarthNetworks, which allows us access to information in real time:
→ Lightning generation, typology (cloud-cloud, cloud-earth rays) and origin. Resolution of 200 m, updated every minute.
→ Accumulation of electrical discharges by zone in a 10 minutes interval.
→ Formation, displacement and intensity of storms. Resolution of 500 m, updated every minute.
FIGUREConvective cell over Catalonia.
Lightning generation is shown
in real time. The circles on the
map indicate the number of
electric discharges that have
been produced in a given area
in a 10-minute interval. The
intensity of different storms are
represented by geometric
figures with different colors
OBSERVATIONNON-CONVENTIONALOBSERVATIONS (1)
IN MEXICO CITY THE TECHNOLOGY ALLOWS TO UNFOLDAN OBSERVATION NETWORK OF MORE THAN 2,500 POINTS WHILETHE OFFICIAL NETWORK OF THE STATE METEOROLOGICAL AGENCY HAS 9 STATIONS AND 1 RADAR
EXISTING INFRASTRUCTURE
9x WEATHERSTATIONS
1x METEOROLOGICALRADAR
TECHNOLOGY
>2500MW RAINGAUGES
0 l/h 24 l/h
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 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 much higher spatio-temporal coverage and resolution.
OBSERVATIONNON-CONVENTIONALOBSERVATIONS (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 point.
From a network of microwave links, and combining the inferred measurements with those obtained from the meteorological radar and rain gauges, we obtain a rainfall field with greater coverage and spatial and temporal resolution.
CCA - WDNA
ECOGUARDAS - WDNA
FIGUREExample of validationof our technology. Blue bars show the rainfall observed by a rain 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 ONOBSERVATIONS(DETERMINISTIC)
Weather radar observations are ideal as a tool in the 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 available observations.
FIGUREComparison between the observed rain field and a 1-hour forecast obtained with nowcasting based on radar.
NOWCASTING FROM AMETEOROLOGICALMODEL
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.
3D IMAGE OF THE STRUCTUREOF A CYCLONE IN THE MEDITERRANEANSIMULATED BY A NUMERICAL MODEL
-2h -1h +1h
+10m
+20m
+30m
+40m
+50m
+2h +3hNOW
IMPROVED INITIALCONDITIONS
RADAR DATA ASSIMILATIONWITH THE HIGHEST FREQUENCY
POSSIBLE
PREDICTIONS (EVERY 10 MINUTES)
NOWCASTING(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.
EXAMPLE OF A PROBABILITY FIELD OF A 1H RAIN FORECAST GENERATED WITH NOWCASTING BASED ON RADAR
Source:Doctoral thesis ofA. Buil (UPC, 2017)
FORECASTSMETEOROLOGICALMODEL
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 FORECASTSENERGYGENERATION
We use our own forecasts employing traditional Numerical Weather Prediction (NWP) models to forecast energy generation. We correct forecasts hourly based on recent observations.
At the short-term scale, we employ our own developed nowcasting techniques based on NWP models to improve intraday forecasts for the electricity market. These techniques assimilate weather radar extrapolation and on-site observations.
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.
Service features:
→ We optimize and adaptweather model run times to market sessions closing times
→ We optimize forecasts for the intraday market with nowcasting techniques
→ We assimilate a wide rangeof observations in the models
→ We work with energy generationhistory to optimize forecasts
CLIMATEPROJECTIONS
At WDNA we generate our own Climate Change simulations based on the greenhouse gas emission scenarios (RCPs) established in the Fifth Assessment Report (AR5) of the Intergovernmental Panel on Climate Change (IPCC), and taking into account the approximate calculation of radiative forcing as well as different socio-economic scenarios.
When it comes to making projections of future climate trends, General Circulation Models (GCMs) are a fundamental tool. Although Climate Change is a problem of global causes and consequences, its impacts are also manifested locally, so it is essential to predict future climatic conditions at a regional level. At these scales the
spatial resolution of the GCMs is insufficient. Therefore to increase spatial resolution it is necessary to employ downscaling techniques.
At WDNA we apply a statistical downscaling based on the Quantile to Quantile method to detect the impacts of climate change on local variability. This method,is endorsed by several publications in prestigious international journals and allows to include the local climatic characteristics in the global climate simulations, correcting and adapting them to the local scale.
FIGUREWind rose and distribution of wind directions for the short- and medium-term
future, respectively, at Palma de Mallorca Airport.
DISTRIBUTION OF WIND DIRECTIONS (2010-2039)
WIND ROSE(2040-2069)
SERVICES
LICENSESFOR USE
AccesȽژvia APIژor Saas
24/7 W-NOC
Meteorologicalservice 24/7
Specializedpersonnel
Own observationsand forecasting
system
PROFESSIONALPLATFORM
Real-timeobservations
Nowcastingfrom 0 to 6 hours
High-resolution forecasts(up to 300 m)
SPECIALIZEDAPPS
Comfort indicesfor a rangeof activities
Route generationand storage
entropyPLATFORMWe 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 APPSMETEOCLIM AVAILABLE ON THE AVAILABLE ON THE
WDNA has developed a weather app that provides, in addition to real-time forecasts, an early warning system that can lead to a disruptive use of this type of application.
RAIN ALERT: 2-hour forecasts with a reliability of 90%.
LIGHTNING ALERT: Each electrical discharge in real time with a reliability of 200m.
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 high
reliability in short-term detection.
This model has multiple configuration options in terms of its dynamic and physical behaviour, which allows it to adapt to any weather situation.
This enables new B2B and B2C business models with applications in many economic sectors such as insurance, commercial aviation, emergency prevention and civil protection, sports, etc ...
SPECIALIZED APPSMETEOSPORT
WDNA has developed an app that aims to facilitate training and competition for sports enthusiasts.
It is based on an algorithm that is able to score with a numerical value the comfort degree for the user to perform a certain activity, such as sailing, cycling, trekking, sunbathing, soccer, golf and cultural activities. It also determines the most suitable areas for the realization of the sport or activity.
The degree of comfort takes into account multiple weather variables: temperature, wind, humidity, the degree of professionalism of the user or their clothing.
In addition, it offers the possibility of generating and storing customized routes and to implement local forecasts on them in a geolocated format. Offering a high quality result in real time, with the possibility of analyzing different scenarios.
WDNA is working on several segmented apps to reach the entire world.
In addition, WDNA generates regularly official forecast for a range of sporting events.
AVAILABLE ON THE AVAILABLE ON THE
WDNA IoTInnovation of Things
IoT
SpecialSolutions
IntelligentWaste
ManagementSystem
CoolingPatrol
3D SolidStateAnemometer
SmartMonitoring
Energy/WaterSystem
Intelligent WasteManagement System
Intelligent Waste Management SystemIoT
PRODUCTWireless DNA has developed a solution for monitoring Solid Urban Waste (SUW) that provides real-time information on the weight of each type of container / waste.
This enables the optimization of collection routes and the collection service, as well as controlling that the containers are correctly used. The solution is adaptable to the variety of existing containers, offering an integrated solution of communication, intelligence and visualization.
The system consists of three parts working together:
1. WEIGHT SENSOR ®An electronic device that is installed in each of the wheels of the container. It is not necessary to replace the containers or any essential part of them.
In addition to the weight sensor, the device has sensors for movement, temperature, volume and even the possibility of detecting odors.
2. GATEWAYAn electronic device that is installed at the working location of the containers and collects data from all the containers in the premises.
3. WEBAn online platform for storage, processing and viewing the information received.
DIFFERENTCOMMUNICATIONOPTIONS:LoRa, Wifi, GPRS,Ethernet, + 5G——————
COMPREHENSIVE SERVICE :design, installation, communication, intelligence, visualization and maintenance——————
Adaptable solutionto any type of container——————
RESULTS
Intelligent Waste Management SystemIoT
RSSI(Received Signal
Strength Indicator)
WEIGHT(kg)
TEMPERATURE(C) of container
MOVEMENTof containers
VOLUME(% filled)
POSSIBILITYof odor detection
GEO POSITION(not by GPS)
1 Other weights and special solutions: on-demand2 Approximate values. They depend on the use and conditions of the environment.
TECHNICALSPECIFICATIONS
Intelligent Waste Management SystemIoT
Yes/NoMovement
Automatic weight reading minutes5 / (unit of time)
VBattery voltage
INTELLIGENT WASTE MANAGEMENT SYSTEM
Standard weight sensor *1 kg800 *2
Wireless technology -LoRa, wifi
Radio frequency band < 1 GHzISM
2,4 GHzWifi
Time needed for installation minutes35*
Built-in battery capacity mAh10000
Battery duration months12*
Registered parameters kgWeight
ºCTemperature
dBmRSSI
-dBSNR
Working temperature range ºC-20 .. +70
Minimum weight kg10*
Weight resolution kg1
Temperature resolution ºC0,1
Voltage resolution V0,1
24/7 service
CoolingPatrol
Cooling PatrolIoT
PRODUCT Wireless DNA has developed a cold chain monitoring and optimization solution that allows risk reduction and provides oversight of refrigerated and frozen products.
The solution is adaptable to all types of equipment and enables an integration between communication, control and visualization of the results.
The system is composed of three elements that work together:
1. WIRELESS SENSOR It is placed inside the cold room to collect temperature data and is able to detect deficiencies in the cooling system.
The accuracy and reliability of the sensor ensures optimal operation and maximum confidence.
2. HARDWARE INSTALLED OUTSIDETHE REFRIGERATOR CAMERAS Using the latest available technology, it collects the data sent by the internal sensor, with a sampling rate of up to 2 seconds.
3. WEB An online platform for storage, processing and viewing of the information received. Possibility of issuing automated notices in case of incident, via email, SMS, telephone call, actuator relay ...
RESULTS
Cooling PatrolIoT
ENERGYSAVINGSControl over
consumption andstate of machinery
SAVINGSDurability due
to goodperformance
TOXICITYRISK
Detection ofincidents that
affect food safety
CONTROLKPIs and
geolocation
2,4 GHzWifi
Automatic weight reading minutes1 / (unit of time)
Battery duration months12*
Registered parameters ºCTemperature
Temperature resolution ºC0,1
COOLING PATROL
Working temperature range ºC-40 .. +60
%HRHumidity
VBattery voltage
dBmRSSI
dBSNR
Built-in battery capacity mAh9000
Wireless technology -LoRa, Wifi, …
Radio frequency band <1 GHzISM
Humidity resolution %1
Voltage resolution V0,01
* Approximate values. They depend on the use and conditions of the environment.
TECHNICALSPECIFICATIONS
Cooling PatrolIoT
Configurable visualization dashboard
3D SolidStateAnemometer
PRODUCTHot 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.
3D SolidState AnemometerIoT
RESULTS
OBSERVATIONReliable and simple
observation tool
MASSIVEDEPLOYMENT
Low-cost andhigh-robustness
observation networksthat provide information
in real time
FORECASTData assimilation
in our predictive modelimproving its results
3D SolidState AnemometerIoT
TECHNICALSPECIFICATIONS
3D SolidState AnemometerIoT
Banda radiofrecuencia <1 GHzISM
ANEMOMETER
Working temperature range ºC-10 .. +50
Registered parameters ºCTemperature
%HRHumidity
VBattery voltage
dBmRSSI
dBSNR
m/sWind speed
360ºWind direction
Maximum reading frequency seconds30
Battery duration months 12*
Built-in battery capacity mAh1420
Wireless technology -LoRa, Wifi, 4G…
2,4 GHzWifi
Temperature resolution ºC0,1
Humidity resolution %1
Voltage resolution V0,01
* Approximate values. They depend on the use and conditions of the environment.Web platform of WDNA/entropy/...
Smart MonitoringEnergy/Water System
Smart Monitoring Energy/Water SystemIoT
PRODUCT Wireless DNA has developed a system for monitoring and optimizing energy and water networks. Through the implantation of sensors and devices of low cost and easy installation (NOT INTRUSIVE) on any type of network, we extract energy ratios, we develop systems performance formulas, optimize power and consumption, etc .
The system works with the following elements:
1. PHYSICAL DEVICEIt is placed in the water and / or energy networks and collects consumption data. The accuracy and reliability of the sensor ensures optimal operation and maximum confidence. It allows to transmit the data wirelessly.
2. WEB PLATFORMAn online platform for collecting, processing and viewing received data.
RESULTS
DEVIATIONof consumption
with respectto average
CONSUMPTIONaccumulated by period and forecasted in units
of energy, euros and CO2
EFFICIENCYGeneral indicator
about theinstallation
CONTROLKPIs and alarm
generation
POWERcontracted fit
to consumption
Smart Monitoring Energy/Water SystemIoT
TECHNICALSPECIFICATIONS
Smart Monitoring Energy/Water SystemIoT
Radio frequency band <1 GHzISM
2,4 GHzWifi
SMART MONITORING ENERGY/WATER SYSTEM
Working temperature range ºC-40 .. +60
Registered parameters ºCTemperature
%HRHumidity
VBattery voltage
dBmRSSI
dBSNR
kWhLoad
kWPower
Maximum reading frequency seconds5
Battery duration months12*
Built-in battery capacity mAh9000
Wireless technology -LoRa, Wifi, 4G…
Temperature resolution ºC0,1
Humidity resolution %1
Voltage resolution V0,01
* Approximate values. They depend on the use and conditions of the environment.Web platform of WDNA/entropy/...
SpecialSolutions
Massive DeploymentIoT
PRODUCT
Our Entropy technology platform allows the integration of different equipment and sensors from different manufacturers in order to monitor and measure different parameters related to any event.
Artificial Intelligence and Big Data are put at the service of our customers to measure and manage better.
We enable our customers to obtain data for the implementation of SMART solutions in business organizations, public administrations and any entity that aims to manage their environment in a sustainable manner. Likewise, obtaining these data and integrating them with tools (own by WDNA and / or third parties) allows us to approach valid solutions within the areas of mobility and infrastructure management, both in terms of preventive, as well as corrective and informative.
POLLUTIONAir qualitymonitoring
NOISEMeasurement
of sound levels
PARKINGOccupation
and availability
COUNTERSAccess, occupation
and mobility ofpeople and vehicles
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.
WE ADAPT TO REALCUSTOMER NEEDS
CREATING SMART BUSINESSES WDNA.COM
