From de9bca69626ac7435d2b96c352f524eded1965f6 Mon Sep 17 00:00:00 2001 From: Marie Gering Date: Wed, 17 Jun 2020 18:28:12 +0200 Subject: [PATCH 1/6] Add section containing the validation of every component --- docs/validation_absorption_chillers.rst | 7 +++++++ docs/validation_compression_heat_pumps_and_chillers.rst | 5 +++++ docs/validation_concentrating_solar_power.rst | 6 ++++++ docs/validation_solar_thermal_collector.rst | 8 ++++++++ docs/validation_stratified_thermal_storage.rst | 6 ++++++ 5 files changed, 32 insertions(+) create mode 100644 docs/validation_absorption_chillers.rst create mode 100644 docs/validation_compression_heat_pumps_and_chillers.rst create mode 100644 docs/validation_concentrating_solar_power.rst create mode 100644 docs/validation_solar_thermal_collector.rst create mode 100644 docs/validation_stratified_thermal_storage.rst diff --git a/docs/validation_absorption_chillers.rst b/docs/validation_absorption_chillers.rst new file mode 100644 index 00000000..1c04531b --- /dev/null +++ b/docs/validation_absorption_chillers.rst @@ -0,0 +1,7 @@ +.. _validation_absorption_chillers_label: + + +~~~~~~~~~~~~~~~~~~~~~~~ +Absorption chillers +~~~~~~~~~~~~~~~~~~~~~~~ + diff --git a/docs/validation_compression_heat_pumps_and_chillers.rst b/docs/validation_compression_heat_pumps_and_chillers.rst new file mode 100644 index 00000000..056b2be4 --- /dev/null +++ b/docs/validation_compression_heat_pumps_and_chillers.rst @@ -0,0 +1,5 @@ +.. _validation_compression_heat_pumps_label: + +Compression Heat Pumps and Chillers +=================================== + diff --git a/docs/validation_concentrating_solar_power.rst b/docs/validation_concentrating_solar_power.rst new file mode 100644 index 00000000..277b4cf0 --- /dev/null +++ b/docs/validation_concentrating_solar_power.rst @@ -0,0 +1,6 @@ +.. _validation_csp_label: + +~~~~~~~~~~~~~~~~~~~~~~~~~ +Concentrating solar power +~~~~~~~~~~~~~~~~~~~~~~~~~ + diff --git a/docs/validation_solar_thermal_collector.rst b/docs/validation_solar_thermal_collector.rst new file mode 100644 index 00000000..b153a1a6 --- /dev/null +++ b/docs/validation_solar_thermal_collector.rst @@ -0,0 +1,8 @@ +.. _validation_solar_thermal_collector_label: + +~~~~~~~~~~~~~~~~~~~~~~~ +Solar thermal collector +~~~~~~~~~~~~~~~~~~~~~~~ + + + diff --git a/docs/validation_stratified_thermal_storage.rst b/docs/validation_stratified_thermal_storage.rst new file mode 100644 index 00000000..7d299602 --- /dev/null +++ b/docs/validation_stratified_thermal_storage.rst @@ -0,0 +1,6 @@ +.. _validation_stratified_thermal_storage_label: + +~~~~~~~~~~~~~~~~~~~~~~~~~~ +Stratified thermal storage +~~~~~~~~~~~~~~~~~~~~~~~~~~ + From c99999b73f178d467a2994eb41b707c8d14eb464 Mon Sep 17 00:00:00 2001 From: Marie Gering Date: Wed, 17 Jun 2020 18:29:45 +0200 Subject: [PATCH 2/6] Add chapter 'Validation' and build structure in index file --- docs/index.rst | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/docs/index.rst b/docs/index.rst index 26fbf2b7..4de01947 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -15,6 +15,16 @@ Welcome to oemof.thermal's documentation! getting_started examples +.. toctree:: + :maxdepth: 1 + :caption: Model validation + + validation_absorption_chillers + validation_compression_heat_pumps_and_chillers + validation_concentrating_solar_power + validation_solar_thermal_collector + validation_stratified_thermal_storage + .. toctree:: :maxdepth: 1 :caption: User's guide From 5b7c1e7288f294aea7f9e939eaa24a18e262bedf Mon Sep 17 00:00:00 2001 From: Marie Gering Date: Thu, 18 Jun 2020 10:31:22 +0200 Subject: [PATCH 3/6] Remove validation of absorption chillers --- docs/index.rst | 1 - docs/validation_absorption_chillers.rst | 7 ------- 2 files changed, 8 deletions(-) delete mode 100644 docs/validation_absorption_chillers.rst diff --git a/docs/index.rst b/docs/index.rst index 4de01947..e7990ade 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -19,7 +19,6 @@ Welcome to oemof.thermal's documentation! :maxdepth: 1 :caption: Model validation - validation_absorption_chillers validation_compression_heat_pumps_and_chillers validation_concentrating_solar_power validation_solar_thermal_collector diff --git a/docs/validation_absorption_chillers.rst b/docs/validation_absorption_chillers.rst deleted file mode 100644 index 1c04531b..00000000 --- a/docs/validation_absorption_chillers.rst +++ /dev/null @@ -1,7 +0,0 @@ -.. _validation_absorption_chillers_label: - - -~~~~~~~~~~~~~~~~~~~~~~~ -Absorption chillers -~~~~~~~~~~~~~~~~~~~~~~~ - From 9ceaa2912684fbe81c8632b76403f8cb6a72677e Mon Sep 17 00:00:00 2001 From: Marie Gering Date: Mon, 3 Aug 2020 11:54:55 +0200 Subject: [PATCH 4/6] Add basic structure in compression heat pumps and chillers section --- ...lidation_compression_heat_pumps_and_chillers.rst | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/docs/validation_compression_heat_pumps_and_chillers.rst b/docs/validation_compression_heat_pumps_and_chillers.rst index 056b2be4..29e1d3e2 100644 --- a/docs/validation_compression_heat_pumps_and_chillers.rst +++ b/docs/validation_compression_heat_pumps_and_chillers.rst @@ -3,3 +3,16 @@ Compression Heat Pumps and Chillers =================================== +Scope +_____ + +The validation of the compression heat pump and chiller has been made in `GRECO project `_. +Monitored data of those two components in combination with PV without storage was provided by Universidad Politécnica de Madrid (UPM). + + +Method +_______ + +Results +_______ + From 87d566bfdef866525f4c07055dae6748aea30fd9 Mon Sep 17 00:00:00 2001 From: Marie Gering Date: Tue, 4 Aug 2020 14:24:26 +0200 Subject: [PATCH 5/6] Add figure showing correlation of monitored and calculated EER --- docs/_pics/Correlation_EERs.png | Bin 0 -> 196004 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/_pics/Correlation_EERs.png diff --git 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zMkL|5lVLWwmCPZYJeX&Q7V!oh`aS|JTop`hV(m&+X;De}A6P zyVGy{|NYg2!(RTSBQg4Xv**7*cNz3|;)iek+xLmDX)OL9SN?x}Gj}$1?7t3+|8-d% z|5>zQUh|&*bN>Abv&ydR)qDE?`>T#~C;ZPVC>;C`{pv0M;}Tm&{LSFUUn8CWy}SQh rMZ(L+CJkNw^WXpXpIWS2+)F<7?v|Beb4#2kzI379f{XJu|Mq_XBS+Ko literal 0 HcmV?d00001 From b681c6d78ff000f3eefa0700ab163ea22a827d70 Mon Sep 17 00:00:00 2001 From: Marie Gering Date: Tue, 4 Aug 2020 14:25:22 +0200 Subject: [PATCH 6/6] Update compression heat pumps and chillers validation --- ...on_compression_heat_pumps_and_chillers.rst | 94 ++++++++++++++++++- 1 file changed, 89 insertions(+), 5 deletions(-) diff --git a/docs/validation_compression_heat_pumps_and_chillers.rst b/docs/validation_compression_heat_pumps_and_chillers.rst index 29e1d3e2..27e4a626 100644 --- a/docs/validation_compression_heat_pumps_and_chillers.rst +++ b/docs/validation_compression_heat_pumps_and_chillers.rst @@ -6,13 +6,97 @@ Compression Heat Pumps and Chillers Scope _____ -The validation of the compression heat pump and chiller has been made in `GRECO project `_. -Monitored data of those two components in combination with PV without storage was provided by Universidad Politécnica de Madrid (UPM). - +The validation of the compression heat pump and chiller has been conducted within the +`GRECO project `_. +Monitored data of the two components in combination with PV without storage was provided by Universidad Politécnica de +Madrid (UPM). +The set of data contains amongst others external and internal temperatures of the components and a calculated +COP / EER value. +** TODO: what technology - air to air? ** Method _______ -Results -_______ +In order to calculate the COP and EER using oemof.thermal the temperature of the heat source, the temperature of the +heat sink and the quality grade are required. The quality grade describes the relation between the actual +coefficient of performance and the coefficient of performance of the Carnot process. Please see the +`USER'S GUIDE `_ for further +information. +The monitored coefficients from UPM are compared with the coefficients calculated using different quality grades +to evaluate which quality grade fits best the examined chiller and heat pump. For the heat pump, the temperature of the +external input into the evaporator is the heat source and the temperature of the internal output from the condenser +is the heat sink. In case of the chiller the heat source is the external temperature input into the condenser +and the heat sink the internal temperature output from the evaporator. The monitored coefficients are calculated as the +ratio between the thermal capacity and the electrical capacity. + +The data set contains data points where the solar modules provide an electrical power less than 100 watts and where the +compressor of the installation is turned off. These data points are excluded from calculations since they differ from +the ones under the operational behavior of the component. For this purpose the data is preprocessed in order to attain +only data points with electrical power greater or equal to 100 watts and with the integral fan turned on. + +The functionalities for calculating the COP and EER of oemof.thermal are made for a stationary process, while the data +provided by UPM includes mostly data from non-stationary periods as different control modes are explored. To balance the +fluctuating values we decided to analyze average hourly values. + +Various types of charts are used for the validation of the calculated COP and EER. For the validation the residual, +which corresponds to the difference of the monitored and calculated coefficients is used. For both, chiller and heat +pump, correlations with the residual are shown in various types of charts: histograms, correlation between calculated +and monitored coefficients, the root mean square error (RMSE), the relation between the residuals and temperature hub +as well as the relation between residuals and monitored coefficients are reviewed. Graphs showing the relation +between residuals and the temperature hub or monitored coefficients are made to examine a possible dependence. + + +Results of the chiller +______________________ + +Typical EER of chillers used for cooling are around 4 to 5 [1]. By adhering to these reference values we conclude +that EERs with quality grades ranging from 0,1 to 0,35 give fitting results. + +The RMSE for the validated quality grades presents the standard deviation of the residuals. Among the range of quality +grades for the chiller, the RMSE is the smallest for the quality grade 0,30 with 0.573 and larger for 0,25 with 0.758 +and 0.35 with a RMSE of 1.181. + +============================= ============================= + Quality grade RSME +============================= ============================= + 0.05 3.831 + 0.10 3.030 + 0.15 2.236 + 0.20 1.460 + 0.25 0.758 + 0.30 0.573 + 0.35 1.181 + 0.40 1.943 + 0.45 2.732 + 0.50 3.531 +============================= ============================= + + +The correlation with quality grades 0.05 to 0.30 show an overestimation of the coefficients. In contrast, +calculated EER at quality grades above 0.30 indicate an underestimation. Figures 1 and 2 each show an example of +over- and underestimation: + +.. figure:: _pics/Correlation_EERs.png + :width: 100 % + :alt: Correlation_EERs.png + :align: center + :figclass: align-center + + Fig.1: Correlation between monitored and calculated EER with overestimation showing a quality grade of 0.25 (left), + quality grade of 0.30 with least error and with underestimation connected to a quality grade of 0.35. + +The outliers in the monitored data could be due to the start-up and shutdown of the prototypes’ compressor. + + +Results of the heat pump +________________________ + + + +References +__________ + +[1] Ziegler, D.-I. F. (1997). +Sorptionswärmepumpen. +Erding: Forschungsberichte des Deutschen Kälte- und Klimatechnischen Vereins Nr. 57