The document describes pvSpot, a PV simulation tool that uses the SolarGIS solar and meteorological database. PvSpot allows users to model PV system production based on system configuration and location. It provides both interactive and non-interactive services, including long-term averages, recent daily data, forecasts, and analysis of measured vs simulated production for monitoring and performance assessment of PV systems.
Saint-Gobain one of the top 100 most innovative companiesGary Potter
Saint-Gobain is a world leader in design, production and distribution of construction materials delivering innovative products and services with tomorrow in mind.
Ketchum Social Leadership April 2016 v1Julian Stodd
This is the slide deck from a session i ran at Ketchum, exploring the foundations of the Social Age and taking a more detailed tour through the Social Leadership model. This is the first time i've presented this full suite of images from the 2nd Edition of the Social Leadership Handbook.
It's also just the second outing for the 'Tallest Leader' exercise, which is a way of exploring how formal aspects of leadership are easily visible and quantifiable, whilst social aspects are often hidden, in our own heads and within our communities.
RuleML2015: Rule-based data transformations in electricity smart gridsRuleML
The systems that will control future electricity networks (also referred
to as Smart Grids) will be based on heterogeneous data models. Expressing transformation
rules between different Smart Grid data models in well-known rule
languages – such as Semantic Web Rule Language (SWRL) and Jena Rule Language
(JRL) – will improve interoperability in this domain. Rules expressed in
these languages can be easily reused in different applications, since they can be
processed by freely available Semantic Web reasoners. In this way, it is possible
to integrate heterogeneous Smart Grid systems without using costly ad-hoc
converters. This paper presents a solution that leverages SWRL and JRL transformation
rules to resolve existing mismatches between two of the most widely
accepted standard data models in the Smart Grids.
Presentation of the new Energy Systems Sector in SUPSI, with focus on "developing innovative approaches to intelligent energy management and to photovoltaic systems quality,
facilitating their implementation in the built environment,
promoting the knowledge transfer to industry, professionals and younger generation.
Cost-Aware Virtual Machine Placement acrossDistributed Data Centers using Ba...Soodeh Farokhi
In recent years, cloud computing providers have been working to provide highly available and scalable cloud services to keep themselves alive in the competitive market of various cloud services. The difficulty is that to provide such high quality services, they need to enlarge data centers (DCs), and consequently, to increase operating costs. Hence, leveraging cost-aware solutions to manage resources is necessary for cloud providers to decrease the total energy consumption, while keeping their customers satisfied with high quality services. In this paper, we consider the cost-aware virtual machine (VM) placement across geographically distributed DCs as a multi-criteria decision making problem and propose a novel approach to solve it by utilizing Bayesian Networks and two algorithms for VM allocation and consolidation. The novelty of our work lays in building the Bayesian Network according to the extracted expert knowledge and the probabilistic dependencies among parameters to make decisions regarding cost-aware VM placement across distributed DCs, which can face power outages. Moreover, to evaluate the proposed approach we design a novel simulation framework that provides the required features for simulating distributed DCs. The performance evaluation results reveal that using the proposed approach can reduce operating costs by up to 45% in comparison with First-Fit-Decreasing heuristic method as a baseline algorithm.
Feed water preheating through flat plate collectors: parametric studies - Mar...Sardegna Ricerche
L'intervento di Marcus Brunnenstuhl (ZAFH) in occasione dell'evento "Solare termodinamico di piccola taglia: impianti dimostrativi in Sardegna e calore di processo industriale" che si è tenuto a Pula (CA) il 25 settembre 2015.
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The construction of concentrating solar power plants (CSP, STE) require a high level of quality assurance to secure high energy output. These slides from the CSP PLAZA conference in Beijing in June 2015 describe appropriate quality measures especially for the buildup of parabolic trough solar fields.
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...Orkestra
UIIN Conference, Madrid, 27-29 May 2024
James Wilson, Orkestra and Deusto Business School
Emily Wise, Lund University
Madeline Smith, The Glasgow School of Art
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This presentation, created by Syed Faiz ul Hassan, explores the profound influence of media on public perception and behavior. It delves into the evolution of media from oral traditions to modern digital and social media platforms. Key topics include the role of media in information propagation, socialization, crisis awareness, globalization, and education. The presentation also examines media influence through agenda setting, propaganda, and manipulative techniques used by advertisers and marketers. Furthermore, it highlights the impact of surveillance enabled by media technologies on personal behavior and preferences. Through this comprehensive overview, the presentation aims to shed light on how media shapes collective consciousness and public opinion.
Have you ever wondered how search works while visiting an e-commerce site, internal website, or searching through other types of online resources? Look no further than this informative session on the ways that taxonomies help end-users navigate the internet! Hear from taxonomists and other information professionals who have first-hand experience creating and working with taxonomies that aid in navigation, search, and discovery across a range of disciplines.
This presentation by Morris Kleiner (University of Minnesota), was made during the discussion “Competition and Regulation in Professions and Occupations” held at the Working Party No. 2 on Competition and Regulation on 10 June 2024. More papers and presentations on the topic can be found out at oe.cd/crps.
This presentation was uploaded with the author’s consent.
0x01 - Newton's Third Law: Static vs. Dynamic AbusersOWASP Beja
f you offer a service on the web, odds are that someone will abuse it. Be it an API, a SaaS, a PaaS, or even a static website, someone somewhere will try to figure out a way to use it to their own needs. In this talk we'll compare measures that are effective against static attackers and how to battle a dynamic attacker who adapts to your counter-measures.
About the Speaker
===============
Diogo Sousa, Engineering Manager @ Canonical
An opinionated individual with an interest in cryptography and its intersection with secure software development.
1. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [1]
pvSpot - PV Simulation Tool for Operational PV Projects
Tomas Cebecauer, Marcel Suri, Artur Skoczek
GeoModel Solar, Slovakia
2. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [2]
1. Solar and meteo database
2. Interactive services
• Solar prospection
• PV prefeasibility and planning
• PV performance monitoring
3. Computer-to-computer services
• Web services and regular data supply
• Solar and PV forecasting
http://solargis.info
SolarGIS platform
3. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [3]
SolarGIS database PV system configuration
PV simulator
Simulated GTI and PV production Measured PV production
PV system evaluation
pvSpot concept
Userinputs
Outputs
4. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [4]
pvSpot concept
PV_output = f(PV config., irradiance, temperature, auxilliary data)
- simulated PV production using satellite-based data
- site specific data everywhere
5. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [5]
Irradiance
- satellite-based model (SolarGIS)
- motion vectors (test phase, SolarGIS)
- NWP: IFS (ECMWF), GFS (NOAA) postprocess
Meteorological data
- CFSR, CFSv2 and GFSprod (NOAA)
Auxilliary data
- altitude (SRTM), terrain slope, horizons
SolarGIS database
6. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [6]
GOES West GOES East PRIME IODC
135°W 75°W 0° 57.5°E
Present
↑
2014
2013
2012
2011
2010
2009
2008
2007
2006
2005
2004
2003
2002
2001
2000
1999
1998
1997
1996
1995
1994
Pacific
145°E
GOES
9*
GMS5*MTSAT1-2
HIMAWARI8
GOES10,11,15
GOES8,12,13,14
MSG1-3MFG4-7
MFG5,7
SolarGIS database – temporal coverage
■ Daily data update – pvSpot priority regions
GHI
±3.9%
• Historical data
• Global coverage
• Spatial resolution approx. 3 km (250 m enhanc.)
• Frequency of measurements 15 and 30 minutes
• Spatial and temporal consistency
• Low uncertainty
• Recent data
• Continuous daily/monthly update
• Priority regions (extendable)
• Forecasts
• Update 2 (4) times a day
• Global coverage
7. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [7]
Historical data
• Long-term average PV production (c-Si, optimum angle)
• Reference for PV system performance assessment
8. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [8]
Solar radiation
(In-plane GTI)
Meteo parameters
(TEMP, WS,...)
PV system
(modules, mounting,
invertors, cabling,
row spacing …)
PV simulation
PV production
Environment: Technology:
Env. losses
(shading, snow, dirt,...)
GTI vs PV
PV simulation principles
• sub-hourly time series data (15 minutes)
• flexible (one day up to multi-year)
• aggregation to daily, monthly, yearly
• outputs GTI, PVOUT, losses,…
• calculated uncertainty
9. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [9]
Simulations:
tilted model (Perez inclined diffuse irradiance)
terrain shading (SRTM3 mission, Ruiz-Arias)
angular reflection (Martín Riuz angular losses)
electric performance of PV modules
(variant of Sandia Array Performance model or,
1-diode PV array module based on PVPMC
implementation)
Self-shading or inter-row shading
(shading fraction based on simplified raytracing)
inverter conversion losses
(efficiency curve or euro efficiency provided by the
inverter manufacturer, or
Sandia Performance Model for Grid-Connected
Photovoltaic Inverters)
Estimates:
pollution and snow
(estimates based on the local climate knowledge)
mismatch, cables, interconnections
(estimates in the case of lack of cabling details,
otherwise calculation of cables Ohmic losses)
transformer
(estimates only based on manufacturers
specification)
Production data:
technical availability of PV Power Plant
(loses due to downtime and maintenance)
PV simulation
10. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [10]
Simulated PV production uncertainty
• Dynamically calculated
• seasonal effects
• satellite mission specific features
• sat. geometry, solar geometry , short- term variability …
• system components
hourly
daily monthly
11. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [11]
SolarGIS data
Historical Recent Forecasts
Yield assessment ×
Performance assessment × ×
Monitoring × ×
Power plant operation × ×
Grid management ×
pvSpot application areas
pvSpot PV simulations
12. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [12]
Modes of operation
Interactive
- web-based online application http://solargis.info/pvspot
- easy-to-use user interface
- real production data input
Non-interactive
- computer-to-computer data exchange
- web-services, FTP access
13. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [13]
pvSpot interactive - workflow
1. Site selection
2. PV system definition
3. PV simulation
- long-term averages
- recent data (system startup – yesterday, daily updated)
4. Real production input
5. Data analysis, reporting,…
14. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [14]
pvSpot interactive – long term vs. specific year production
Cologne, Germany
5.0 kWp, crystalline silicon (c-Si), fixed mounting - one angle, tilt: 30°azimuth: 180°
2014 2015
production long-term
production in 2015
15. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [15]
pvSpot interactive – real vs. simulated production
16. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [16]
• mass processing (1 - 1000+ systems)
• forecasts
• regular delivery (FTP)
• 2 times a day forecasts
• Operational daily (monitoring)
• Monthly (re-analysis, performance analysis)
• more detailed data request parametrization
• flexible data aggregation (15-min up to monthly summaries)
pvSpot web-service and FTP access
17. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [17]
pvSpot – examples of PV production analysis
18. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [18]
Example of good match between measured
and modelled data
Example of utility scale PV plant simulation
using high frequency 15 minute satellite data
in Central Europe
19. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [19]
Instant detection of major performance issues
PV inverter output power limitation
Example of utility scale PV plant simulation
using high frequency 15 minute satellite data
in Central Europe
20. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [20]
Wrong description of power plant design parameters
too small row spacing resulting in increased
shading losses in winter-time
Example of utility scale PV plant simulation
using high frequency 15 minute satellite data
in Central Europe
21. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [21]
Partial failure – strings failure
Example of utility scale PV plant simulation
using high frequency 15 minute satellite data
in Central Europe
22. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [22]
Example of utility scale PV plant simulation
using high frequency 15 minute satellite data
in Central Europe
Power production loss due to snow event
in winter-time
23. 4th PV Performance Modelling and Monitoring Workshop, Cologne, Germany, 22-23 October 2015 [23]
Conclusions
SolarGIS pvSpot
• integrated SolarGIS database with simulation tools
• continuously updated (recent and forecasts)
Harmonized and consistent data for
• monitoring
• performance assessment
• PV portfolio evaluation