Utilizing full planning potential Siemens Smart Generation Solutions Article from pv magazine February 2014 Authors Martin Bischoff, Siemens AG Marcus König, Siemens AG Ingmar Schüle, Fraunhofer ITWM Kai Plociennik, Fraunhofer ITWM Answers for energy. Photos: Siemens Applications & Installations Applications & Installations satisfy the criteria are grayed out. In this manner, variants can be short-listed and further narrowed down to finally submit Each point repthe most interesting layout variant to the resents one customer for decision, optionally with a completely evaluset of alternatives. ated layout. Via One of the latest development results drop-down menus is the incorporation of weather uncerplanners can select tainties. In business models and guarancharacteristics for tees, weather changes represent a risk that x-axis, y-axis and color scale. In these can be hard to calculate. In order to make figures the specific yield (kWh/kWp) over project costs (€/Wp) is illustrated. In the figure displayed informed decisions, so-called “exceeding above, the points are colored according to their internal rate of return. Red points represent layouts probabilities” are used. Typically denoted with the highest internal rates of return. In other examples of the interface, the points can be colas P10, P50, and P90, these values are ored according to their DC/AC ratio, i.e. the ratio of total nominal module power to total nominal attained or exceeded with a probability of inverter power. Layouts with low DC/AC ratios (blue) exhibit relatively high yield, but involve higher 10%, 50% or 90%. In PVplanet, planners investment costs than variants with high DC/AC ratios (red). have the possibility to evaluate the sensitivities of all weather-dependent characteristics, such as energy output, revenue, two layout VariantS following two different Planning concePtS or net-present value. It is interesting to note that some layout variants are more Large utility-scale PV plants like the one above can be made more economically efficient provided adequate robust against weather changes than othconsideration is given to their layout at the pre-planning stage. ers. This “robustness” represents another important decision criterion. PVplanet development started in April 2011, based on a three year old predecessor version, andsufficiently has been in use for planconcepts struggle to provide extensive evaluations a proper ning forfor two years. underThe software is prostanding of influencing andAlthough their tected byfactors patents. Siemens interdependencies. withdrew from the photovoltaic EPC Hence, thisbusiness is why in Siemens 2012, theEnergy software has been in joined forces with theplanning Fraunhofer Insti- power plants use for of hybrid tute for Industrial Mathematics to unit Smart by the newly founded business PVplanet: PVplanet, the PV Plant Engineering Toolbox, realizes a new, software- develop the PVplanet software. This planGeneration Solutions since the beginIn the individual layout (left), tables and inverters are placed individually for very high area utilizaning 2013. Smart Generation Solutool avoids theofiterative trial-andbased planning concept for large-scale ground-mounted photovoltaic power plants, ning tion. In the block layout (right), patterns of predefined inverter blocks are placed on the land area. error planning process anddecentralized simplifies energy gentions addresses developed by Generally, Siemensblock AG inlayouts cooperation with the Fraunhofer Institute fora lower Industrial have a lower construction effort, but also entail energy output. the planning eration of tailor-made, economi- of renewable with incorporation Which of these plant layouts is superior cannot be answered in general; this all depends projectMathematics. Layout planners not associated with Siemens AG can also profit on cally efficient photovoltaic power plants. are a hybridenergies. Business activities specific conditions. from this software as Siemens offers a technical consulting service and applies this Instead of planning layout power plants, ization ofone on-single and off-grid and improving it in a stepwise manner, flexibility of conventional power plants, planning tool to optimize the economic efficiency of their customer’s plant layouts, PVplanet a number of layouts ner, the planner gains an overview of the outs with a standard inverter-block leadgenerates aggregation of smaller energy generawrite Siemens’ Martin Bischoff and Marcus König and Fraunhofer’s Ingmar Schüle and according planner’s entire solution spectrum, allowing him to better results than complex layoutsto the tion systemsspecifications. to so-called modular power Kai Plociennik. every plants, Subsequently, the characteristics of allmonitoring of or her to immediately understand the with high area utilization, where and performance are determined. outputpower plants. consequences of any parameter change. table is placed independently?variants For these photovoltaicEnergy and wind PVplanet helps Siemens A question: “When decreasing tiltvariations calculated a physical plant simula- to extend its The impact of tilt the angle onplanning, questions and many others is like them, with During it is essential to keep ratio, specific energy angle, one canperformance reduce the table distances an eyeouton multiple, often competing answers tion andcan key finance measures are deter- and ensures detailed and project-specific own planning competency levelized cost ofwithenergy objectives. and other Consider, and increase put, the area utilization mined using athe financial model. Among power plant be foundfor in example, the abovemaxdiagrams. Clarifyquality of its photovoltaic out taking higher table losses. ing those a planimizing the revenue of problems the powerwithout plant such other things, layouts. yield, performance ratio, characteristics willWhat then is become immethe effect on inverter utilization, energy while maintaining an attractive costs, levelized diately visible. ning tool typicallyperforinvolves ainvestment dramati- and operation PVplanet cannot be purchased as comoutput and revenue?” These and a variety mance ratio. Simultaneously, investment energy,mercial internalsoftware. rate of return cally higher input of effort andcost timeoffrom Only and recently can nonpresent are alllayout calculated. Siemens planners profit from this of other parameters aresolar at theconundrums planner’s costs and the experts risk of in extensive Solving differentmaintefields, andnet can often value planningoftool. Siemens offers a technical disposal to influence thethe quality of of theinverters nanceaffect and repair worka should be multiple mini- additional The characteristics all these variaHow does number involve chain of service PVplanet clearly laid out infora applying speresulting photovoltaic power Per- efficiency mized. Uncertainties, yield, costs andplant. economic of software above tools. all weather tions are thenconsulting manently changing module prices, projchanges (but also and maincial userlayinterface. Here, theplant planner can or to review the power plant? Does a different modTheoperation planner selects the optimum to optimize layouts costsout. for According the plant’stolifetime), identify advantages andplant drawbacks alltheir customects in new countries, andelectrical cli- tenance ule type ormarkets a different intercontheir specific planning existing layoutsoffor of new modules change the levelized thecriteria matic regions nection pose ever challenges. complicate determination an opti- down variants, understand interdependencies they canof narrow the set ers. Utilizing the full planning potential cost of energy? Which considMoreover, predominant solutions haveoftoall the mized plant configuration and the sensitivities of planning of layout variants, suchcalas, forand example: results in betterparameters photovoltaic power plant layoutmanner variantsifmaximizes revenue, of the overall be revised in ered a regular com- culation and, according to the “The plantbusiness shall havemodel. a nominal power of layouts andproject-specific brings us one step closer to Due to do time 16 MWp, constraints, especially in investment petitive offersorarethe toperformance be made to reflect requirements grid andparity. customer requests, ratio, and what while not exceeding S Martin Bischoff, Marcus König, the Do offer phase, conventional planning Schüle & Kai Plociennik changing conditions. select best-fitting layout. In Ingmar this manthese variants have in common? laycosts of €18 million.” Points that dothe not PVPlanet’S central uSer interface Utilizing full planning potential 60 62 02 / 2014 | www.pv-magazine.com 02 / 2014 | www.pv-magazine.com Applications Applications & Installations & Installations satisfy the criteria satisfy the arecriteria grayed are out.grayed In thisout. In this manner, variants manner, can variants be short-listed can be short-listed and and further narrowed furtherdown narrowed to finally downsubmit to finally submit Each point repEach point repthe most interesting the most interesting layout variant layout to the variant to the resents one resents one customer for customer decision, foroptionally decision, optionally with a with a completely evalucompletely evaluset of alternatives. set of alternatives. ated layout. ated Via layout. Via One of theOne latestofdevelopment the latest development results results drop-down menus drop-down menus is the incorporation is the incorporation of weather of uncerweather uncerplanners canplanners select can select tainties. Intainties. businessIn models business andmodels guaranand guarancharacteristics characteristics for for tees, weather tees, changes weather represent changes a represent risk that a risk that x-axis, y-axisx-axis, and y-axis and color scale. In color these scale. Incan these be hardcan to calculate. be hard toIncalculate. order to In make order to make figures the specific figures yield the specific (kWh/kWp) yield over (kWh/kWp) projectover costsproject (€/Wp)costs is illustrated. (€/Wp) isInillustrated. the figureIn displayed the figure displayed informed decisions, informedso-called decisions,“exceeding so-called “exceeding above, the points above,are thecolored points according are coloredtoaccording their internal to their rateinternal of return. rate Red of points return.represent Red points layouts represent layouts probabilities” probabilities” are used. Typically are used.denoted Typically denoted with the highest with internal the highest ratesinternal of return. rates In of other return. examples In other ofexamples the interface, of the theinterface, points can thebe points col- can be colas P10, P50, as and P10, P90, P50, these and P90, values these are values are ored according oredtoaccording their DC/AC to their ratio,DC/AC i.e. theratio, ratio i.e. of total the ratio nominal of total module nominal power module to total power nominal to total nominal exceededorwith exceeded a probability with a probability of of inverter power. inverter Layouts power. withLayouts low DC/AC withratios low DC/AC (blue) ratios exhibit (blue) relatively exhibit high relatively yield, but high involve yield, higher but involveattained higher or attained 10%, 50% or 10%, 90%. 50% In or PVplanet, 90%. In planners PVplanet, planners investment costs investment than variants costs than withvariants high DC/AC with high ratiosDC/AC (red). ratios (red). have the possibility have the possibility to evaluateto theevaluate sensi- the sensitivities of all tivities weather-dependent of all weather-dependent charac- characteristics, such teristics, as energy suchoutput, as energy revenue, output, revenue, two layout two VariantS layout following VariantS following two different two different Planning Planning concePtS concePtS or net-present or net-present value. It is value. interesting It is interesting to to note that some note layout that some variants layout arevariants more are more robust against robust weather against changes weather than changes oth- than others. This “robustness” ers. This “robustness” represents another represents another important important decision criterion. decision criterion. PVplanet development PVplanet development started in April started in April 2011, based2011, on a based three year on a old three predecesyear old predecessor version,sor and version, has been and inhas usebeen for planin use for planning for two ning years. for two The years. software Theissoftware prois protected by tected patents.byAlthough patents. Although Siemens Siemens withdrew withdrew from the photovoltaic from the photovoltaic EPC EPC business inbusiness 2012, thein software 2012, the has software been inhas been in use for planning use forofplanning hybrid power of hybrid plants power plants by the newlybyfounded the newly business founded unit business Smart unit Smart GenerationGeneration Solutions since Solutions the beginsince the beginIn the individual In thelayout individual (left), layout tables (left), and inverters tables and areinverters placed individually are placed individually for very highfor area very utilizahigh area utilizaning of 2013. ningSmart of 2013. Generation Smart Generation SoluSolution. In the block tion. In layout the block (right), layout patterns (right), of predefined patterns ofinverter predefined blocks inverter are placed blockson arethe placed land area. on the landtions area. addresses tionsdecentralized addresses decentralized energy gen-energy genGenerally, block Generally, layoutsblock havelayouts a lowerhave construction a lower construction effort, but also effort, entail buta also lower entail energy a lower output. energy output. eration with eration incorporation with incorporation of renewable of renewable Which of these Which plant of layouts these plant is superior layoutscannot is superior be answered cannot be inanswered general; this in general; all depends this all on depends project- on projectenergies. Business energies. activities Business are activities a hybridare a hybridspecific conditions. specific conditions. ization of onization and of off-grid on- and power off-grid plants, power plants, flexibility of flexibility conventional of conventional power plants, power plants, ner, the planner ner, the gains planner an overview gains anofoverview the outs of the with aouts standard with ainverter-block standard inverter-block lead aggregation lead aggregation of smaller ofenergy smaller generaenergy generaentire solution entirespectrum, solution spectrum, allowing him allowing to better him results to better than results complex thanlayouts complex tion layouts systems tion to so-called systems tomodular so-calledpower modular power high area with utilization, high area utilization, where every where everyandplants, or her to immediately or her to immediately understandunderstand the withthe plants, performance and performance monitoringmonitoring of of consequences consequences of any parameter of any parameter change. table change. is placed tableindependently? is placed independently? For these For photovoltaic these photovoltaic and wind and power wind plants. power plants. PVplanet Siemens helpstoSiemens extend to its extend its The impactThe of impact tilt angle of variations tilt angle variations on questions on and questions many and others many likeothers them, likePVplanet them, helps performance performance ratio, specific ratio, energy specific out-energy out- and detailed detailed project-specific and project-specific answers cananswers owncan planning owncompetency planning competency and ensures and ensures put, levelized put,cost levelized of energy cost and of energy other and beother found inbe the found aboveindiagrams. the above Clarifydiagrams. Clarifythe quality the of itsquality photovoltaic of its photovoltaic power plantpower plant those problems ing thosewithout problems such without a plansuchlayouts. a plan- layouts. characteristics characteristics will then become will then immebecomeing immediately visible. diately visible. ning tool typically ning toolinvolves typicallya involves dramati-a dramatiPVplanet cannot PVplanet be purchased cannot be as purchased com- as comcally highercally input higher of effort input andoftime effortfrom and time mercial from software. mercialOnly software. recently Only can recently non- can nonSiemens Siemens planners layoutprofit planners fromprofit this from this Solving solar Solving conundrums solar conundrums experts in different experts infields, different and fields, can often and can often layout planning tool. planning Siemens tool. offers Siemens a technical offers a technical How does the How number does the of number invertersofaffect inverters involve affect a chain involveofamultiple chain ofadditional multiple additional consulting consulting service for applying service forPVplanet applying PVplanet yield, costsyield, and economic costs and efficiency economic of efficiency software of tools. software tools. the power the plant? power Doesplant? a different Does amoddifferent The modplanner The selects planner the selects optimum the layoptimum to optimize lay- to plant optimize layouts plant or layouts to review or to review ule type or ule a different type or electrical a differentinterconelectrical interconout. According out. According to their specific to their planning specific planning existing plant existing layouts plant forlayouts their customfor their customnection of modules nection ofchange modules thechange levelized the levelized criteria they criteria can narrow they can down narrow the down set ers. theUtilizing set ers.the Utilizing full planning the fullpotential planning potential cost of energy? cost of Which energy? of all Which the considof all the of considlayout variants, of layoutsuch variants, as, forsuch example: as, for example: results in better results photovoltaic in better photovoltaic power plantpower plant ered layoutered variants layout maximizes variants maximizes revenue, revenue, “The plant “The shall plant have ashall nominal have power a nominal of power layouts ofandlayouts bringsand us one brings stepuscloser one step to closer to or the performance or the performance ratio, and ratio, what do and what 16 MWp, do while 16 MWp, not exceeding while notinvestment exceeding investment grid parity.grid S parity. Martin Bischoff, S Martin Marcus Bischoff, König,Marcus König, Ingmar SchüleIngmar & Kai Plociennik Schüle & Kai Plociennik these variants these have variants in common? have in Do common? lay- costs Do layof €18 million.” costs of €18 million.” Points thatPoints do notthat do not PVPlanet’S PVPlanet’S central uSer central interface uSer interface 62 62 02 / 2014 | www.pv-magazine.com 02 / 2014 | www.pv-magazine.com Article from pv magazine Page 60 and 62, Copyright 02/2014 This reprint was published by: Siemens AG Energy Sector Freyeslebenstrasse 1 91058 Erlangen, Germany For more information, please contact: E-mail: smart-generation.energy@siemens.com www.siemens.com/energy Power Generation Instrumentation, Controls & Electrical Siemensallee 84 76187 Karlsruhe, Germany Siemens Energy, Inc. 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