SlideShare a Scribd company logo
1 of 34
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Steffen Lindemann
Martin Hofmann
Rainer Hunfeld
Valentin Software
www.valentin-software.com
8th PV Performance Modeling and
Monitoring Workshop
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Agenda
2
• Company and Products
• Recent improvements
• One-minute resolution of irradiance and what it means
• Near shading objects - how PV*SOL deals with this
• PV is no longer only PV
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Valentin Software
29
20
12
3
years experience
employees
more than 12.000 customers
business partners
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Professional tools for experts
4
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann 5
PV*SOL
Design Software for Photovoltaik Systems
... first version released in 1998
… is well well known and the results are accepted
… is used world wide as an important tool in the planning process
… has a high precision in calculation and simulation
… is easy to learn and to use
… calculates grid-connected and off-grid PV-plants,
with electrical appliances,
battery-systems,
electrical vehicles
… has huge databases
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann 6
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Recent improvements
7
• Exceedance probability for the forecast yield (P50/P90)
• Portuegese (the 7th language)
• Net-metering model
• Import of satelite data in 3D
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Simulation in One-Minute resolution
• Simulation in One-minute-steps
sometimes can be the best choice
• And it’s easy in PV*SOL: only one click
• What have we done in the backgound?
8
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Synthesizing Algorithm
1. Analysis of each day of measurement
(Based on one-minute measurement values from BSRN)
2. Statistical analysis of hourly averaged kt
(clearness index) allows for detection of weather
situation
9
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Results - Realistic variability
Global irradiance data from Lindenberg,
May 14, 2005 (BSRN)
Measured 7.0
New (Hofmann) 8.2
Aguiar 13.1
Skartveit 16.6
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Results - High statistical quality
11
RMSE of irradiance in %
Aguiar 0.530 596
Skartveit 0.684 862
Hofmann 0.210 207
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
One-Minute resolution
12
Source: PV-Symposium 2017, Jan Remund
Available in PV*SOL and also in Meteonorm 7.2
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
June 18 - hrs
13
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
June 18 - min
14
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
June 18 - hrs
15
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
June 18 - min
16
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Results of self-consumption
without batteries
Example of simulation results:
• Self consumption (hrs): 28.6%
• Self consumption (min): 22.4%
• Self sufficiency (hrs): 26.3%
• Self sufficiency (min): 20.5%
17
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
June 18 with battery - hrs
18
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
June 18 with battery - min
19
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Results of self-consumption
with batteries
• Example of simulation results:
• Self-consumption (hrs): 59.3%
• Self-consumption (min): 52.9%
• Self-sufficiency (hrs): 56.2%
• Self-sufficiency (min): 50.3%
20
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
A very simple PV-plant
21
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
IV-Curves without shading
22
0
2
4
6
8
10
12
14
0 50 100 150 200 250 300 350 400
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Near shading objects
23
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
IV-Curves with shading
24
0
2
4
6
8
10
12
14
0 50 100 150 200 250 300 350
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
IV-Curves with shading
25
0
2
4
6
8
10
12
14
0 50 100 150 200 250 300 350
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
IV-Curves with shading (PO)
26
0
2
4
6
8
10
12
14
0 50 100 150 200 250 300 350
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
IV-Curves with shading (PO)
27
0
2
4
6
8
10
12
14
0 50 100 150 200 250 300 350
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
IV-Curves with shading
28
0
2
4
6
8
10
12
14
0 50 100 150 200 250 300 350
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
PV is no longer only PV
29
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann 30
What have we done in PV*SOL?
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann 31
• Integration of electrical vehicles in our database
• Development of a mathematical modell
• Some easy inputs in the User Interface:
• Desired driving range per day
• Time at charging station
• Charging mode
What have we done in PV*SOL?
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Charging of the electric car with PV
32
Example: Carpet plot with one-minute-values for one year
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
Polystring – coming soon (Nov 2017)
33
8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann
www.valentin-software.com
Tutorials on our YouTube-channel
„ValentinSoftware“
steffen.lindemann@valentin-software.com

More Related Content

What's hot

Semikron data sheet_skkh_57_07897942
Semikron data sheet_skkh_57_07897942Semikron data sheet_skkh_57_07897942
Semikron data sheet_skkh_57_07897942Leomar Besen
 
Organic thermoelectric generators
Organic thermoelectric generatorsOrganic thermoelectric generators
Organic thermoelectric generatorsViji Vijitha
 
JIE_hybrid_PVT_model
JIE_hybrid_PVT_modelJIE_hybrid_PVT_model
JIE_hybrid_PVT_modelSam Sim
 
Thermoelectric generator
Thermoelectric generatorThermoelectric generator
Thermoelectric generatorSravan Dumpeti
 
Thermoelectric generation using waste heat
Thermoelectric generation using waste heatThermoelectric generation using waste heat
Thermoelectric generation using waste heatAman Anand
 
Investigation on Instruments and Measurement Techniques for the Thermoelectri...
Investigation on Instruments and Measurement Techniques for the Thermoelectri...Investigation on Instruments and Measurement Techniques for the Thermoelectri...
Investigation on Instruments and Measurement Techniques for the Thermoelectri...Dwencel John Mamayson
 
Future train (electricity generated from heat loss) report
Future train (electricity generated from heat loss) reportFuture train (electricity generated from heat loss) report
Future train (electricity generated from heat loss) reportAjit Kumar
 
Highest meteorological station in Canada designed for cold climate and comple...
Highest meteorological station in Canada designed for cold climate and comple...Highest meteorological station in Canada designed for cold climate and comple...
Highest meteorological station in Canada designed for cold climate and comple...Winterwind
 
Application Prospects of Thermoelectric Technique - Crimson Publishers
Application Prospects of Thermoelectric Technique - Crimson PublishersApplication Prospects of Thermoelectric Technique - Crimson Publishers
Application Prospects of Thermoelectric Technique - Crimson PublishersCrimsonPublishersRDMS
 
THERMOELECTRIC GENERATORS SEMINAR IEEE
THERMOELECTRIC GENERATORS SEMINAR IEEETHERMOELECTRIC GENERATORS SEMINAR IEEE
THERMOELECTRIC GENERATORS SEMINAR IEEEjiyadh.k. sabeer
 
Thermoelectric power generator
Thermoelectric power generatorThermoelectric power generator
Thermoelectric power generatorVikram Jaswal
 
Design of hybrid micro thermoelectric and stirling engine
Design of hybrid micro thermoelectric and stirling engineDesign of hybrid micro thermoelectric and stirling engine
Design of hybrid micro thermoelectric and stirling engineUNIVERSITI MALAYSIA PAHANG
 
Induction heat treatment of automotive parts
Induction heat treatment of automotive partsInduction heat treatment of automotive parts
Induction heat treatment of automotive partsLeonardo ENERGY
 

What's hot (20)

Semikron data sheet_skkh_57_07897942
Semikron data sheet_skkh_57_07897942Semikron data sheet_skkh_57_07897942
Semikron data sheet_skkh_57_07897942
 
Organic thermoelectric generators
Organic thermoelectric generatorsOrganic thermoelectric generators
Organic thermoelectric generators
 
P4 m vogt_numerical_modelling
P4 m vogt_numerical_modellingP4 m vogt_numerical_modelling
P4 m vogt_numerical_modelling
 
Thermoelectricity
ThermoelectricityThermoelectricity
Thermoelectricity
 
JIE_hybrid_PVT_model
JIE_hybrid_PVT_modelJIE_hybrid_PVT_model
JIE_hybrid_PVT_model
 
Thermoelectric generator
Thermoelectric generatorThermoelectric generator
Thermoelectric generator
 
Thermoelectric generation using waste heat
Thermoelectric generation using waste heatThermoelectric generation using waste heat
Thermoelectric generation using waste heat
 
07 huld presentation_61853_3_th
07 huld presentation_61853_3_th07 huld presentation_61853_3_th
07 huld presentation_61853_3_th
 
Investigation on Instruments and Measurement Techniques for the Thermoelectri...
Investigation on Instruments and Measurement Techniques for the Thermoelectri...Investigation on Instruments and Measurement Techniques for the Thermoelectri...
Investigation on Instruments and Measurement Techniques for the Thermoelectri...
 
Eem ppt
Eem pptEem ppt
Eem ppt
 
Powerpoint
PowerpointPowerpoint
Powerpoint
 
Inup
InupInup
Inup
 
Future train (electricity generated from heat loss) report
Future train (electricity generated from heat loss) reportFuture train (electricity generated from heat loss) report
Future train (electricity generated from heat loss) report
 
Highest meteorological station in Canada designed for cold climate and comple...
Highest meteorological station in Canada designed for cold climate and comple...Highest meteorological station in Canada designed for cold climate and comple...
Highest meteorological station in Canada designed for cold climate and comple...
 
Application Prospects of Thermoelectric Technique - Crimson Publishers
Application Prospects of Thermoelectric Technique - Crimson PublishersApplication Prospects of Thermoelectric Technique - Crimson Publishers
Application Prospects of Thermoelectric Technique - Crimson Publishers
 
THERMOELECTRIC GENERATORS SEMINAR IEEE
THERMOELECTRIC GENERATORS SEMINAR IEEETHERMOELECTRIC GENERATORS SEMINAR IEEE
THERMOELECTRIC GENERATORS SEMINAR IEEE
 
Thermoelectric power generator
Thermoelectric power generatorThermoelectric power generator
Thermoelectric power generator
 
Thermoelectric generator
Thermoelectric generatorThermoelectric generator
Thermoelectric generator
 
Design of hybrid micro thermoelectric and stirling engine
Design of hybrid micro thermoelectric and stirling engineDesign of hybrid micro thermoelectric and stirling engine
Design of hybrid micro thermoelectric and stirling engine
 
Induction heat treatment of automotive parts
Induction heat treatment of automotive partsInduction heat treatment of automotive parts
Induction heat treatment of automotive parts
 

Similar to 11 presentation valentin_software_20170509

213164961_219958790_218460453.pptx
213164961_219958790_218460453.pptx213164961_219958790_218460453.pptx
213164961_219958790_218460453.pptxEmmanuelMigabo
 
Peltierr sebin
Peltierr sebinPeltierr sebin
Peltierr sebinsebinkb
 
ppt on emt and spv module
ppt on emt and spv moduleppt on emt and spv module
ppt on emt and spv moduledilrajmahawar
 
Solar PV Model With MPPT (P & O method)
Solar PV Model With MPPT (P & O method)Solar PV Model With MPPT (P & O method)
Solar PV Model With MPPT (P & O method)SURBHI PATHAK
 
Single-Stage Power-Factor-Correction Circuit with Flyback Converter to Drive ...
Single-Stage Power-Factor-Correction Circuit with Flyback Converter to Drive ...Single-Stage Power-Factor-Correction Circuit with Flyback Converter to Drive ...
Single-Stage Power-Factor-Correction Circuit with Flyback Converter to Drive ...Asoka Technologies
 
Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...
Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...
Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...IRJET Journal
 
Required Test Reports & Cerificates for LED Luminaires
Required Test Reports & Cerificates for LED LuminairesRequired Test Reports & Cerificates for LED Luminaires
Required Test Reports & Cerificates for LED LuminairesMichael Santiago
 
Polar Introduction Level 1.1
Polar Introduction Level 1.1Polar Introduction Level 1.1
Polar Introduction Level 1.1yankova_iva
 
Experimental Investigation of Effect of Environmental Variables on Performanc...
Experimental Investigation of Effect of Environmental Variables on Performanc...Experimental Investigation of Effect of Environmental Variables on Performanc...
Experimental Investigation of Effect of Environmental Variables on Performanc...IRJET Journal
 

Similar to 11 presentation valentin_software_20170509 (20)

16 lorenz local_and_regional_pv_power
16 lorenz local_and_regional_pv_power16 lorenz local_and_regional_pv_power
16 lorenz local_and_regional_pv_power
 
30 Years of PV Modeling
30 Years of PV Modeling30 Years of PV Modeling
30 Years of PV Modeling
 
21 thomas huld_satellite-based_estimates
21 thomas huld_satellite-based_estimates21 thomas huld_satellite-based_estimates
21 thomas huld_satellite-based_estimates
 
22 2017 7th-pvpm_herrmann_final
22 2017 7th-pvpm_herrmann_final22 2017 7th-pvpm_herrmann_final
22 2017 7th-pvpm_herrmann_final
 
26 schweiger impact_of_spectral_irradiance_on_energy_yield
26 schweiger impact_of_spectral_irradiance_on_energy_yield26 schweiger impact_of_spectral_irradiance_on_energy_yield
26 schweiger impact_of_spectral_irradiance_on_energy_yield
 
213164961_219958790_218460453.pptx
213164961_219958790_218460453.pptx213164961_219958790_218460453.pptx
213164961_219958790_218460453.pptx
 
Peltierr sebin
Peltierr sebinPeltierr sebin
Peltierr sebin
 
52 cebecauer pv_spot_-_pv_simulation_tool_for_operational_pv_projects
52 cebecauer pv_spot_-_pv_simulation_tool_for_operational_pv_projects52 cebecauer pv_spot_-_pv_simulation_tool_for_operational_pv_projects
52 cebecauer pv_spot_-_pv_simulation_tool_for_operational_pv_projects
 
ppt on emt and spv module
ppt on emt and spv moduleppt on emt and spv module
ppt on emt and spv module
 
8 r.düpont tüv rheinland-ok
8   r.düpont tüv rheinland-ok8   r.düpont tüv rheinland-ok
8 r.düpont tüv rheinland-ok
 
08 supsi 2017_schweiger_v3
08 supsi 2017_schweiger_v308 supsi 2017_schweiger_v3
08 supsi 2017_schweiger_v3
 
Solar PV Model With MPPT (P & O method)
Solar PV Model With MPPT (P & O method)Solar PV Model With MPPT (P & O method)
Solar PV Model With MPPT (P & O method)
 
Single-Stage Power-Factor-Correction Circuit with Flyback Converter to Drive ...
Single-Stage Power-Factor-Correction Circuit with Flyback Converter to Drive ...Single-Stage Power-Factor-Correction Circuit with Flyback Converter to Drive ...
Single-Stage Power-Factor-Correction Circuit with Flyback Converter to Drive ...
 
Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...
Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...
Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...
 
Required Test Reports & Cerificates for LED Luminaires
Required Test Reports & Cerificates for LED LuminairesRequired Test Reports & Cerificates for LED Luminaires
Required Test Reports & Cerificates for LED Luminaires
 
20 bethke hammer_timeseries_of_spectrally_resolved_solar_irradiance_data_from...
20 bethke hammer_timeseries_of_spectrally_resolved_solar_irradiance_data_from...20 bethke hammer_timeseries_of_spectrally_resolved_solar_irradiance_data_from...
20 bethke hammer_timeseries_of_spectrally_resolved_solar_irradiance_data_from...
 
Polar Introduction Level 1.1
Polar Introduction Level 1.1Polar Introduction Level 1.1
Polar Introduction Level 1.1
 
41 corbellini analysis_and_modelling_of_bifacial_pv_modules
41 corbellini analysis_and_modelling_of_bifacial_pv_modules41 corbellini analysis_and_modelling_of_bifacial_pv_modules
41 corbellini analysis_and_modelling_of_bifacial_pv_modules
 
Experimental Investigation of Effect of Environmental Variables on Performanc...
Experimental Investigation of Effect of Environmental Variables on Performanc...Experimental Investigation of Effect of Environmental Variables on Performanc...
Experimental Investigation of Effect of Environmental Variables on Performanc...
 
04 winter(ptb), status and outlook of photo class
04 winter(ptb), status and outlook of photo class04 winter(ptb), status and outlook of photo class
04 winter(ptb), status and outlook of photo class
 

More from Sandia National Laboratories: Energy & Climate: Renewables

More from Sandia National Laboratories: Energy & Climate: Renewables (20)

M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339rM4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
 
Sand2018 0581 o metadata for presentations 011918 lac
Sand2018 0581 o metadata for presentations 011918 lacSand2018 0581 o metadata for presentations 011918 lac
Sand2018 0581 o metadata for presentations 011918 lac
 
11 Testing Shear Strength and Deformation along Discontinuities in Salt
11 Testing Shear Strength and Deformation along Discontinuities in Salt11 Testing Shear Strength and Deformation along Discontinuities in Salt
11 Testing Shear Strength and Deformation along Discontinuities in Salt
 
10 Current status of research in the Joint Project WEIMOS
10 Current status of research in the Joint Project WEIMOS10 Current status of research in the Joint Project WEIMOS
10 Current status of research in the Joint Project WEIMOS
 
26 Current research on deep borehole disposal of nuclear spent fuel and high-...
26 Current research on deep borehole disposal of nuclear spent fuel and high-...26 Current research on deep borehole disposal of nuclear spent fuel and high-...
26 Current research on deep borehole disposal of nuclear spent fuel and high-...
 
25 Basin-Scale Density-Dependent Groundwater Flow Near a Salt Repository
25 Basin-Scale Density-Dependent  Groundwater Flow Near a Salt Repository25 Basin-Scale Density-Dependent  Groundwater Flow Near a Salt Repository
25 Basin-Scale Density-Dependent Groundwater Flow Near a Salt Repository
 
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
 
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
 
22 WIPP Future Advancements and Operational Safety
22 WIPP Future Advancements and Operational Safety22 WIPP Future Advancements and Operational Safety
22 WIPP Future Advancements and Operational Safety
 
21 WIPP recovery and Operational Safety
21 WIPP recovery and Operational Safety21 WIPP recovery and Operational Safety
21 WIPP recovery and Operational Safety
 
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
 
19 Repository designs in bedded salt, the KOSINA-Project
19 Repository designs in bedded salt, the KOSINA-Project19 Repository designs in bedded salt, the KOSINA-Project
19 Repository designs in bedded salt, the KOSINA-Project
 
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
 
17 Salt Reconsolidation
17 Salt Reconsolidation17 Salt Reconsolidation
17 Salt Reconsolidation
 
16 Reconsolidation of granular salt (DAEF report)
16 Reconsolidation of granular salt (DAEF report)16 Reconsolidation of granular salt (DAEF report)
16 Reconsolidation of granular salt (DAEF report)
 
15 Outcome of the Repoperm Project
15 Outcome of the Repoperm Project15 Outcome of the Repoperm Project
15 Outcome of the Repoperm Project
 
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
 
13 "New results of the KOSINA project - Generic geological models / Integrity...
13 "New results of the KOSINA project - Generic geological models / Integrity...13 "New results of the KOSINA project - Generic geological models / Integrity...
13 "New results of the KOSINA project - Generic geological models / Integrity...
 
12 Salt testing: Low deviatoric stress data
12 Salt testing: Low deviatoric stress data12 Salt testing: Low deviatoric stress data
12 Salt testing: Low deviatoric stress data
 
09 Invited Lecture: Salt Creep at Low Deviatoric Stress
09 Invited Lecture: Salt Creep at Low Deviatoric Stress09 Invited Lecture: Salt Creep at Low Deviatoric Stress
09 Invited Lecture: Salt Creep at Low Deviatoric Stress
 

Recently uploaded

Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 

Recently uploaded (20)

Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 

11 presentation valentin_software_20170509

  • 1. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Steffen Lindemann Martin Hofmann Rainer Hunfeld Valentin Software www.valentin-software.com 8th PV Performance Modeling and Monitoring Workshop
  • 2. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Agenda 2 • Company and Products • Recent improvements • One-minute resolution of irradiance and what it means • Near shading objects - how PV*SOL deals with this • PV is no longer only PV
  • 3. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Valentin Software 29 20 12 3 years experience employees more than 12.000 customers business partners
  • 4. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Professional tools for experts 4
  • 5. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann 5 PV*SOL Design Software for Photovoltaik Systems ... first version released in 1998 … is well well known and the results are accepted … is used world wide as an important tool in the planning process … has a high precision in calculation and simulation … is easy to learn and to use … calculates grid-connected and off-grid PV-plants, with electrical appliances, battery-systems, electrical vehicles … has huge databases
  • 6. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann 6
  • 7. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Recent improvements 7 • Exceedance probability for the forecast yield (P50/P90) • Portuegese (the 7th language) • Net-metering model • Import of satelite data in 3D
  • 8. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Simulation in One-Minute resolution • Simulation in One-minute-steps sometimes can be the best choice • And it’s easy in PV*SOL: only one click • What have we done in the backgound? 8
  • 9. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Synthesizing Algorithm 1. Analysis of each day of measurement (Based on one-minute measurement values from BSRN) 2. Statistical analysis of hourly averaged kt (clearness index) allows for detection of weather situation 9
  • 10. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Results - Realistic variability Global irradiance data from Lindenberg, May 14, 2005 (BSRN) Measured 7.0 New (Hofmann) 8.2 Aguiar 13.1 Skartveit 16.6
  • 11. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Results - High statistical quality 11 RMSE of irradiance in % Aguiar 0.530 596 Skartveit 0.684 862 Hofmann 0.210 207
  • 12. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann One-Minute resolution 12 Source: PV-Symposium 2017, Jan Remund Available in PV*SOL and also in Meteonorm 7.2
  • 13. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann June 18 - hrs 13
  • 14. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann June 18 - min 14
  • 15. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann June 18 - hrs 15
  • 16. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann June 18 - min 16
  • 17. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Results of self-consumption without batteries Example of simulation results: • Self consumption (hrs): 28.6% • Self consumption (min): 22.4% • Self sufficiency (hrs): 26.3% • Self sufficiency (min): 20.5% 17
  • 18. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann June 18 with battery - hrs 18
  • 19. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann June 18 with battery - min 19
  • 20. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Results of self-consumption with batteries • Example of simulation results: • Self-consumption (hrs): 59.3% • Self-consumption (min): 52.9% • Self-sufficiency (hrs): 56.2% • Self-sufficiency (min): 50.3% 20
  • 21. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann A very simple PV-plant 21
  • 22. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann IV-Curves without shading 22 0 2 4 6 8 10 12 14 0 50 100 150 200 250 300 350 400
  • 23. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Near shading objects 23
  • 24. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann IV-Curves with shading 24 0 2 4 6 8 10 12 14 0 50 100 150 200 250 300 350
  • 25. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann IV-Curves with shading 25 0 2 4 6 8 10 12 14 0 50 100 150 200 250 300 350
  • 26. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann IV-Curves with shading (PO) 26 0 2 4 6 8 10 12 14 0 50 100 150 200 250 300 350
  • 27. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann IV-Curves with shading (PO) 27 0 2 4 6 8 10 12 14 0 50 100 150 200 250 300 350
  • 28. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann IV-Curves with shading 28 0 2 4 6 8 10 12 14 0 50 100 150 200 250 300 350
  • 29. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann PV is no longer only PV 29
  • 30. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann 30 What have we done in PV*SOL?
  • 31. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann 31 • Integration of electrical vehicles in our database • Development of a mathematical modell • Some easy inputs in the User Interface: • Desired driving range per day • Time at charging station • Charging mode What have we done in PV*SOL?
  • 32. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Charging of the electric car with PV 32 Example: Carpet plot with one-minute-values for one year
  • 33. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann Polystring – coming soon (Nov 2017) 33
  • 34. 8th PV Performance Modeling and Monitoring Workshop in Albuquerque, Steffen Lindemann www.valentin-software.com Tutorials on our YouTube-channel „ValentinSoftware“ steffen.lindemann@valentin-software.com

Editor's Notes

  1. 18 June
  2. 18 June
  3. Hier sind es nur 25% Eigenverbrauch: Testen
  4. 19.June 11:00 Without shading: blue common stringinverter Orange: With Power-optimizer The same curves for horizontal and vertical cellstrings
  5. With shading vertical (blue) horizontal (orange)
  6. With shading and PO vertical
  7. PO
  8. With shading
  9. 4.