Performance Analysis of 10,000 Residential PV Systems in France and Belgium

The main objective of this paper is to review the state of the art of residential PV systems in France and Belgium. This is done analyzing the operational data of 10650 PV systems (9657 located in France and 993 in Belgium). Three main questions are posed. How much energy do they produce? What level of performance is associated to their production? Which are the key parameters that most influence their quality? During the year 2010, the PV systems in France have produced a mean annual energy of 1163 kWh/kWp in France and 852 kWh/kWp in Belgium. As a whole, the orientation of PV generators causes energy productions to be some 7% inferior to optimally oriented PV systems. The mean Performance Ratio is 76% in France and 78% in Belgium, and the mean Performance Index is 85% in both countries. On average, the real power of the PV modules falls 4.9% below its corresponding nominal power announced on the manufacturer?s datasheet. A brief analysis by PV modules technology has lead to relevant observations about two technologies in particular. On the one hand, the PV systems equipped with Heterojunction with Intrinsic. Thin layer (HIT) modules show performances higher than average. On the other hand, the systems equipped with Copper Indium (di)Selenide (CIS) modules show a real power that is 16 % lower than their nominal value.

Exposition universelle d'Anvers, Antwerp, Belgium, 1885 (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Plan instantané de la ville d'Anvers : indiquant l'Exposition Universelle et tous les principaux monuments en relief, le tracé des tramways, les nouveaux quais hangars, etc., etc., dressé par E.V.D.H. It was published by Richd. Huybrechts & Cie in 1885. Scale [ca. 1:11,000]. Covers Antwerp, Belgium. Map in French. The image inside the map neatline is georeferenced to the surface of the earth and fit to the Belgian Lambert 1972 coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows features such as roads, railroads, drainage, built-up areas and selected buildings, ground cover, fortifications, canals, docks, and more. Relief shown pictorially. Shows buildings and points of interest related to the Exposition universelle d'Anvers.This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Brussels, Belgium, 1907 (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Plan général de Bruxelles et des communes suburbaines, dressé par M. Frosty ; gravé par A. Verwest. It was published by Librairie Falk Fils in 1907. Scale 1:10,000. Covers a portion of Brussels, Belgium. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the Belgian Lambert 1972 coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows features such as roads, railroads and stations, street-railroads, drainage, built-up areas and selected buildings, parks, ground cover, city districts, and more.This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Gent, Belgium, 1657 (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Gandavum amplissima Flandriae urbs à Julio Caesare condita, et à suo nomine Caio ut chronici Brabantini loquuntur dicta, fluminibus nobilis amoena, ampla, spaciosa, nunque conclusa, nusque suffocata. It was published by J. Janssonius in 1657. Scale [ca. 1:9,000]. Covers a portion of Gent, Belgium. Map in Latin. The image inside the map neatline is georeferenced to the surface of the earth and fit to the Belgian Lambert 1972 coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows features such as roads, drainage, built-up areas and selected buildings, fortifications, ground cover, and more. Includes also text and index.This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Luxembourg and Portions of Belgium, Germany, and France, 1705 (Image 1 of 4) (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Le Duché de Luxembourg divisé en Quartier Walon, et Allemand : dans chacun desquels sont diviséz, les Seigneuries, Prevostés et Comtés. Le Duché de Bouillon ; le Comté de Namur et le Pays entre Sambre et Meuse, Dedié au Roy par son tres-humble, tres-obeissant, tres-fidele sujet et serviteur Hubert Jaillot, Geographe du Roy. It was published by chez l'auteur, joignant les grands Augustins, aux deux Globes, avec privilége du roy in 1705. Scale [ca. 1:143,370]. Covers Luxembourg and portions of Belgium, Germany, and France. This layer is image 1 of 4 total images of the four sheet source map, representing the southeast portion of the map. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the Europe Lambert Conformal Conic coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows features such as drainage, roads, cities and other human settlements, fortifications, territorial and administrative boundaries, ground cover, and more. Relief shown pictorially. This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Luxembourg and Portions of Belgium, Germany, and France, 1705 (Image 2 of 4) (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Le Duché de Luxembourg divisé en Quartier Walon, et Allemand : dans chacun desquels sont diviséz, les Seigneuries, Prevostés et Comtés. Le Duché de Bouillon ; le Comté de Namur et le Pays entre Sambre et Meuse, Dedié au Roy par son tres-humble, tres-obeissant, tres-fidele sujet et serviteur Hubert Jaillot, Geographe du Roy. It was published by chez l'auteur, joignant les grands Augustins, aux deux Globes, avec privilége du roy in 1705. Scale [ca. 1:143,370]. Covers Luxembourg and portions of Belgium, Germany, and France. This layer is image 2 of 4 total images of the four sheet source map, representing the northeast portion of the map. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the Europe Lambert Conformal Conic coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows features such as drainage, roads, cities and other human settlements, fortifications, territorial and administrative boundaries, ground cover, and more. Relief shown pictorially. This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Luxembourg and Portions of Belgium, Germany, and France, 1705 (Image 3 of 4) (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Le Duché de Luxembourg divisé en Quartier Walon, et Allemand : dans chacun desquels sont diviséz, les Seigneuries, Prevostés et Comtés. Le Duché de Bouillon ; le Comté de Namur et le Pays entre Sambre et Meuse, Dedié au Roy par son tres-humble, tres-obeissant, tres-fidele sujet et serviteur Hubert Jaillot, Geographe du Roy. It was published by chez l'auteur, joignant les grands Augustins, aux deux Globes, avec privilége du roy in 1705. Scale [ca. 1:143,370]. Covers Luxembourg and portions of Belgium, Germany, and France. This layer is image 3 of 4 total images of the four sheet source map, representing the southwest portion of the map. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the Europe Lambert Conformal Conic coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows features such as drainage, roads, cities and other human settlements, fortifications, territorial and administrative boundaries, ground cover, and more. Relief shown pictorially. This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Luxembourg and Portions of Belgium, Germany, and France, 1705 (Image 4 of 4) (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Le Duché de Luxembourg divisé en Quartier Walon, et Allemand : dans chacun desquels sont diviséz, les Seigneuries, Prevostés et Comtés. Le Duché de Bouillon ; le Comté de Namur et le Pays entre Sambre et Meuse, Dedié au Roy par son tres-humble, tres-obeissant, tres-fidele sujet et serviteur Hubert Jaillot, Geographe du Roy. It was published by chez l'auteur, joignant les grands Augustins, aux deux Globes, avec privilége du roy in 1705. Scale [ca. 1:143,370]. Covers Luxembourg and portions of Belgium, Germany, and France. This layer is image 4 of 4 total images of the four sheet source map, representing the northwest portion of the map. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the Europe Lambert Conformal Conic coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows features such as drainage, roads, cities and other human settlements, fortifications, territorial and administrative boundaries, ground cover, and more. Relief shown pictorially. This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Westerschelde, Netherlands and Belgium, ca. 1799 (Image 1 of 3) (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Reconnoissance du cours du Hont ou Wester Schelde (Escaut occidental) depuis Anwerpen (Anvers) jusqu'à l'embouchure, faite par ordre du Ministre de la marine et des colonies, en thermidor et fructidor, an VII, vendémiaire et brumaire, an VIII, par Beautemps-Beaupré; assisté des Cens. Daussy et Portier, et de Jh. Raoul. It was published ca. 1799. Scale [ca. 1:41,300]. Covers Westerschelde, Netherlands and Belgium, from Middelburg to Antwerp. This layer is image 1 of 3 total images of the three sheet source map, representing the western portion of the map. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the RD_New (Rijksdriehoekstelsel), GCS Amersfoort coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows coastal features such as rocks, channels, points, ports, coves, islands, flats, canals, and more. Includes also selected land features such as roads, towns, fortification, drainage, land cover, selected buildings, and more. Relief shown pictorially and with hachures. Depths shown by contours and soundings. Includes "Nota" and text with insigne of the Dépôt général de la marine.This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Westerschelde, Netherlands and Belgium, ca. 1799 (Image 2 of 3) (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Reconnoissance du cours du Hont ou Wester Schelde (Escaut occidental) depuis Anwerpen (Anvers) jusqu'à l'embouchure, faite par ordre du Ministre de la marine et des colonies, en thermidor et fructidor, an VII, vendémiaire et brumaire, an VIII, par Beautemps-Beaupré; assisté des Cens. Daussy et Portier, et de Jh. Raoul. It was published ca. 1799. Scale [ca. 1:41,300]. Covers Westerschelde, Netherlands and Belgium, from Middelburg to Antwerp. This layer is image 2 of 3 total images of the three sheet source map, representing the center portion of the map. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the RD_New (Rijksdriehoekstelsel), GCS Amersfoort coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows coastal features such as rocks, channels, points, ports, coves, islands, flats, canals, and more. Includes also selected land features such as roads, towns, fortification, drainage, land cover, selected buildings, and more. Relief shown pictorially and with hachures. Depths shown by contours and soundings. Includes "Nota" and text with insigne of the Dépôt général de la marine.This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Westerschelde, Netherlands and Belgium, ca. 1799 (Image 3 of 3) (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Reconnoissance du cours du Hont ou Wester Schelde (Escaut occidental) depuis Anwerpen (Anvers) jusqu'à l'embouchure, faite par ordre du Ministre de la marine et des colonies, en thermidor et fructidor, an VII, vendémiaire et brumaire, an VIII, par Beautemps-Beaupré; assisté des Cens. Daussy et Portier, et de Jh. Raoul. It was published ca. 1799. Scale [ca. 1:41,300]. Covers Westerschelde, Netherlands and Belgium, from Middelburg to Antwerp. This layer is image 3 of 3 total images of the three sheet source map, representing the eastern portion of the map. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the RD_New (Rijksdriehoekstelsel), GCS Amersfoort coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows coastal features such as rocks, channels, points, ports, coves, islands, flats, canals, and more. Includes also selected land features such as roads, towns, fortification, drainage, land cover, selected buildings, and more. Relief shown pictorially and with hachures. Depths shown by contours and soundings. Includes "Nota" and text with insigne of the Dépôt général de la marine.This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Oostende, Belgium, ca. 1727 (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Nouveau plan de la ville d'Ostende : ville forte du Comté de Flandre celebre par l'octroy de l'empereur pour la navigation aux Indes Orientales. It was published by chez R. & J. Ottens, sur le Nieuwendyk à la Carte du Monde ca. 1727. Scale [ca. 1:3,900]. Covers Oostende, Belgium. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the Belgian Lambert 1972 coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map. This map shows features such as roads, drainage, built-up areas and selected buildings, fortifications, ground cover, and more. Relief shown by hachures. Includes index.This layer is part of a selection of digitally scanned and georeferenced historic maps from the Harvard Map Collection. These maps typically portray both natural and manmade features. The selection represents a range of originators, ground condition dates, scales, and map purposes.

Antwerp, Belgium, ca. 1675 (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Marchionatus Sacri Romani Imperii : Nobilißimo, Amplißimo, Prudentißimoq[ue] Senatuj Urbis Antverpiæ, nec non Marchionatus Sacri Imperij, Viris Consultissimis Sapientissimisq[ue], hanc Novam et a quamplurimis mendis expurgatam totjus Territorij Tabulam lubentißimo devotißimoq[ue] animo offert, dedicat, consecrat Nicolaus Jansenius Piscator ; CI Vissher excudebat. It was published by Nicolaus Jansenius Piscator ca. 1675. Scale [ca. 1:23,000]. Covers Antwerp, Belgium. Map in Latin and Dutch.The image inside the map neatline is georeferenced to the surface of the earth and fit to the 'Belge Lambert 1972' coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map.This map shows features such as roads, drainage, built-up areas and selected buildings, fortification, ground cover, and more. Includes text, inset map: [Antwerp and greater Belgium], and views: Templi D. Viriginis Mariæ vera delineatio --- St. Michiels Kercke -- Mariæ Poort -- Kerck der Augustinē -- Bursa -- Antwerpen [Northern view] -- Antwerpen [Southern view] -- Domus Hansæ Teutonicæ -- Kerck der Carmeliten -- S[t] Ioris Poort -- Kercke der Iesuiten -- Domus Senatoria Antwerpiensis -- Antwerpen [view from the Sheldt River].This layer is part of a selection of digitally scanned and georeferenced historic maps from The Harvard Map Collection as part of the Imaging the Urban Environment project. Maps selected for this project represent major urban areas and cities of the world, at various time periods. These maps typically portray both natural and manmade features at a large scale. The selection represents a range of regions, originators, ground condition dates, scales, and purposes.

Antwerp, Belgium, 1852 (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Antwerp = (Antwerpen) (Anvers), drawn by W. B. Clarke ; engraved & printed by B. R. Davies. It was published under the Superintendance of the Society for the Diffusion of Useful Knowledge [by] George Cox, Jan. 1, 1852. Scale [ca. 1:4,700]. Covers Antwerp, Belgium.The image inside the map neatline is georeferenced to the surface of the earth and fit to the 'Belge Lambert 1972' coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map.This map shows features such as roads, railroads, drainage, canals, built-up areas and selected buildings, fortification, ground cover, and more. Relief shown by hachures. Includes inset map: Plan of the Scheldt & the Forts from Antwerp to Lillo, and views: Antwerp from the road to Mechlin Brussels and Louvain (from a print at the British Museum) and A Comparison of the Principal Buildings at Antwerp.This layer is part of a selection of digitally scanned and georeferenced historic maps from The Harvard Map Collection as part of the Imaging the Urban Environment project. Maps selected for this project represent major urban areas and cities of the world, at various time periods. These maps typically portray both natural and manmade features at a large scale. The selection represents a range of regions, originators, ground condition dates, scales, and purposes.

Antwerp, Belgium, 1910 (Raster Image)

This layer is a georeferenced raster image of the historic paper map entitled: Plan de la ville d'Anvers et ses environs, dressè d'après les documents les plus recents. It was published by chez Rich[ar]d Huybrechts & cie. editeurs in 1910. Scale [1:9,300]. Covers Antwerp, Belgium. Map in French.The image inside the map neatline is georeferenced to the surface of the earth and fit to the 'Belge Lambert 1972' coordinate system. All map collar and inset information is also available as part of the raster image, including any inset maps, profiles, statistical tables, directories, text, illustrations, index maps, legends, or other information associated with the principal map.This map shows features such as roads, railroads, tramways, drainage, canals, built-up areas and selected buildings, police stations, parks, fortification, city district boundaries, and more.This layer is part of a selection of digitally scanned and georeferenced historic maps from The Harvard Map Collection as part of the Imaging the Urban Environment project. Maps selected for this project represent major urban areas and cities of the world, at various time periods. These maps typically portray both natural and manmade features at a large scale. The selection represents a range of regions, originators, ground condition dates, scales, and purposes.