IBPDI X SUSTAINABILITY: UPDATE ON ENERGY & RESOURCES - June 1st, 2021
←
→
Page content transcription
If your browser does not render page correctly, please read the page content below
IBPDI X SUSTAINABILITY: UPDATE ON ENERGY & RESOURCES June 1st, 2021 © IBPDI All rights reserved Confidential
4.00-4.10 Welcome to the IBPDI _Rebekka Ruppel, President 4.10-4.25 How Sustainability will impact the value of RE and its impact on CDM _Andrew Knight, RICS AGENDA 4.25-4.40 The current state of the climate JUNE 1ST: 4-5 PM protection policy _Susann Bollmann, DENEFF 4.40-4.55 IBPDI Energy & Resources cluster updates _Dr. Jens Hirsch, BuildingMinds Short Break (5min) © IBPDI All rights reserved Confidential
5.00-5.25 Intro: New Contributors in Energy & Resources _Reinhard Nowak, LineMetrics AGENDA _Marc Baranski, aedifion _Patrick Bergmann, Madaster JUNE 1ST: 5-6 PM _Julia Wein, Institute of Real Estate Economics 5.25-5.40 Intro: Energy-cluster _Daniel Stauffer, energie-cluster.ch 5.40-6.00 Speed Networking © IBPDI All rights reserved Confidential
CREATING THE COMMON DATA MODEL FOR REAL ESTATE 38 Members 34 Contributors 4 Supporters © IBPDI All rights reserved Confidential
CDM FOR REAL ESTATE: CLUSTER OVERVIEW Portfolio / Asset Property 7 Active working groups Transaction Manageme nt Management Management 2 Cluster results released Facility Construction Management Management Compatible standards Investment User & Management Customer 7 Digital Building Twin Experience 2 Portfolio-/Asset Management Energy & Market Data Resources 3 Energy & Resources 3 Financials Order Financials Management 2 Property Management Project Organisati Document 6 Facility Management Management onal ation Managem 1 Organizational Management ent © IBPDI All rights reserved Confidential
ROADMAP & MILESTONES: HIGH PRIORITY CLUSTERS 2021 ongoing due to dependency on other clusters Digital Twin WS 1 6 WS Energy & Resources WS 1 6 WS Portfolio & Asset Mgmt. WS 1 6 WS Sep. '20 Nov. '20 Jan. '21 Mar. '21 May. '21 Jul. '21 Sep. '21 Nov. '21 Dec. '21 Property Mgmt. WS 1 6 WS Financials WS 1 Facility Mgmt. WS 1 6 WS Organizational Mgmt. 6 WS August: intention to start working on Investment & Transaction Mgmt. clusters PHASE 1: After approximately 6 workshops the first phase is completed, and a cluster structure (entities with attributes) is defined. PHASE 2: Workshop will be continued if cluster need to be further defined OR if updates need to be implemented. © 7 | © 2021 IBPDI | all rights reserved
HOW SUSTAINABILITY WILL IMPACT THE VALUE OF REAL ESTATE AND ITS IMPACT ON THE CDM ANDREW KNIGHT, RICS © IBPDI All rights reserved Confidential
• Standards frameworks established and adopted in most jurisdictions • International Valuation Standards (IVS) • RICS ‘Red Book’ • Uniform Standards of Professional Appraisal Practice (USPaP) • The Appraisal Foundation (TAF) • European Valuation Standards (ERV) • TEGoVA ‘Blue Book’ • Also impacted by regulations: HOW DO WE VALUE REAL • Mortgage Lending Value (MLV) • German Pfandbrief Act ESTATE? • EU Capital Requirements Directive (CRD) • EU Capital Requirements Regulation (CRR) • Conducted for multiple purposes: • Secured lending • Financial reporting • Investment decisions • Risk management © IBPDI All rights reserved Confidential
• Market value • ‘The estimated amount for which an asset or liability should exchange on the valuation date between a willing buyer and a willing seller in an arm’s length transaction, after proper marketing and where the parties had each acted knowledgeably, prudently and without compulsion’ IVS 2020 • So, what does this mean? FUNDAMENTAL • Market value reflects the market, it does not lead the market Market value reflects the value that buyers place on all the attributes and CONCEPTS • characteristics of an asset at a particular point in time – the valuation date • Buyers need to have knowledge of the factors on which they base their value judgements • Valuers need data on comparable properties to generate market value © IBPDI All rights reserved Confidential
• The market needs to have sustainability data available for the asset being valued and for similar assets for comparability purposes • The sustainability characteristics themselves must be valued by buyers either as desirable in themselves or through clear correlation and causation of superior financial performance such as: • Higher rental income WHAT DOES THIS MEAN • Longer leases FOR SUSTAINABILITY? • Higher quality tenants • Fewer voids • Reduced operating costs • Reduced obsolesce costs and protection against stranded assets © IBPDI All rights reserved Confidential
• Valuations require knowledge of all the characteristics of real estate assets • Sustainability factors will never drive all the value of an asset • The CDM must be a comprehensive data set of all the characteristics of an asset including its sustainability attributes WHAT DOES THIS MEAN • The gap between ‘theoretical’ accreditation schemes and actual performance needs to be addressed with continual operational data FOR THE COMMON DATA captured in the CDM MODEL (CDM)? • The CDM must support analytics to demonstrate the correlation and causation of sustainability valuer drives that are reflected by observable market transactions © IBPDI All rights reserved Confidential
THE CURRENT STATE OF EUROPEAN CLIMATE PROTECTION POLICY AND WHY NOW IS THE PERFECT TIME FOR A DATA STANDARD IN REAL ESTATE SUSANN BOLLMANN, DENEFF © IBPDI All rights reserved Confidential
• There are 21 million properties in Germany. • Buildings account for 35% of total German THE REAL ESTATE energy consumption (similar at EU level) • To achieve our climate protection goals, primary energy SECTOR IS CRUCIAL FOR demand must be reduced by 80% by 2050. ACHIEVING THE GERMAN • Real estate is a durable good with long investment cycles - AND EUROPEAN CLIMATE office buildings have a lifespan of around 50 to 75 PROTECTION TARGETS years. • Approx. 9 trillion € are invested in real estate as national assets - losses in value are sensitive. © IBPDI All rights reserved Confidential
We are currently Combination of COVID-19 has an learning what crises poses a high influence on the real EVEN THOUGH THE exponential effects risk. estate value. AGENDA IS DRIVEN BY mean. COVID, WE BELIEVE THAT CLIMATE PERFORMANCE WILL BECOME ONE OF THE MAIN VALUE Prevention instead Crises accumulate: Risk & potential for DRIVERS OF A BUILDING - of aftercare: When exponential Right now we are feeling the effects of buildings: There is evidence EVEN STRONGER IN AN curves are involved, a crisis. Can our that in a bearish action must be taken economy & society market sustainable ECONOMIC DOWNTURN at a very early stage, cope with two crises buildings remain otherwise the at the same time? more resilient. development gets out of control. © IBPDI All rights reserved Confidential
WITH ONGOING DEVELOPMENTS IN EUROPEAN AND GERMAN CLIMATE PROTECTION POLITICS, THE REAL ESTATE SECTOR GETS UNDER PRESSURE TO INCREASE ITS CLIMATE PROTECTION PERFORMANCE EU Climate Task Force on Law Staying on a “below 2 Climate-Related e.g. stricter goals for Green Deal & degree trajectory“ Financial Disclosure energy efficiency Renovation Wave 2010 2015 2016 2018 2019 2020 2021 e.g. climate neutral e.g. sector- e.g. maximum energy Climate EU Action Plan on building stock until specific goals consumption protection law Sustainable Finance 2050 (scenarios) incl. subsector / Taxonomy goals © IBPDI All rights reserved Confidential
EXCERPT: CLIMATE AND ENERGY POLICY REGULATION DENSITY IN THE BUILDING SECTOR WILL CONTINUE TO INCREASE NEW : Clima EU te La National regulatory framework EU - Policies w 1. Klimaschutzgesetz with binding annual sectoral targets until Binding GHG Target 2030, annual review and automatic follow-up. from -40 to -55 %? National Emission Goal 2030 (Mt CO2) Gebäudeziel: ca. -40% bis 2030 Governance non-ETS 858 117 European with costs in case of misconduct 543 70 Green Deal 2018 2030 2018 2030 Energy Efficiency Directive (EED) + annual reduction targets 2. CO2 price in heat and transport sectors from 2021, with Energy performance of buildings initially fixed increasing prices, then cap-and-trade. EU Renovation directive (EPBD) Wave Standards, Energy Certificate 3. Gebäudeenergiegesetz 2020 summarises requirements for Renewable energy directive (RED) new and existing buildings Goal für renewables Reporting duties & Disclosure Financial Sector, Taxonomy © IBPDI All rights reserved Confidential
KEY LEARNINGS: THE REAL ESTATE SECTOR IS INCREASINGLY REQUIRED TO "DELIVER“. DATA IS CRITICAL IN ORDER TO MAKE THE RIGHT DECISIONS Policymakers are This leads to a paradigm Whereupon transparency increasingly setting rules shift in the financial sector must first be created in Now data analyses must lead to for climate protection and towards including climate the real estate sector concrete and measureable thus increasing the risks in calculations through data climate protection actions pressure • Both in Germany and at • As a result of the • In the first step, energy • Data is not an end in itself EU level, climate targets regulations, climate risks consumption must be but the basis for discussion are increasingly being are coming into focus for recorded in a standardized and decision-making. translated into concrete the financial market. way in order to keep • These recommendations for regulations (e.g. • The perspective shifts transaction costs low. action must be implemented Taxonomy, Renovation from "what do I gain if I • Data tools can contribute • And their effect must in turn Wave, GEG). invest in climate to automation and be measured with the data • At the same time, protection" to "what do I evaluation in this process Germany has significantly lose if I do not invest in • However, target group- expanded its funding climate protection". specific recommendations landscape for climate- • The financial market is for action are usually still friendly construction and thus also making demands lacking. renovation (BEG) on real estate owners © IBPDI All rights reserved Confidential
FOR THE RIGHT DECISIONS TO BE MADE AT THE RIGHT POSITION, THE DATA MUST BE EVALUATED ON A USER-SPECIFIC BASIS Stakeholders… … need key figures for … Investment management, total return Groups receive information and make Shareholder, Investor Owner on investment decisions based on it CEO Shareholder & sustainability reporting, overall Corporate/ corporate management, Control level divisional Management of the business units Sustainability Management management nt Fonds & Investment me Da Portfolio control, evaluation of ta Management ge (dis)investments at portfolio level su na Controlling pp Ma Appraiser & Valuer ly Asset Manager Groups provide data, collect information and implement Operational control, Property & Supporting activities Analyses at object or plant Information level Facility level decisions Manager Tenant, user Cost control, Ensuring functionality Users at object level Eigene Darstellung in Anlehnung an ZIA (2013) © IBPDI All rights reserved Confidential
THEREFORE, NOW IS THE TIME TO ESTABLISH A GENERAL DATA STANDARD SO THAT EVERYONE IN THE REAL ESTATE SECTOR "SPEAKS THE SAME LANGUAGE". © IBPDI All rights reserved Confidential
Definition of Input of Data Insights Action + Data Monitoring BUT JUST SPEAKING THE SAME LANGUAGE IS NOT Data definition and collection Defining the quality and quantity of Use the data to create graphics Reduce CO2 emissions and ENOUGH, WE ALSO NEED Almost completed required data that show the status of the energy consumption of by IBPDI Prioritization: What TO PUSH FOR E.g. natural gas are minimum data buildings/ portfolio every building in order to become consumption, requirements? E.g. E.g. graphical MEASURABLE CLIMATE heating days, final via an Excel Sheet representation of climate-neutral energy when a building is ACTION. consumption no longer on the 2050 climate protection path © IBPDI All rights reserved Confidential
EXAMPLE: SYSTEMATIC SCREENING OF TRANSITORY CLIMATE RISKS IN REAL ESTATE IS BECOMING INCREASINGLY IMPORTANT FOR THE CAPITAL BORROWER AND LENDER SIDE ü CSR activities & reporting, e.g. according to TCFD ü Guidelines for purchase/sale of assets, specifications for Corporate renovation "paths", if necessary with cost/benefit considerations. Strategy Depending on the ü Consider in risk management at U-level, e.g. provisions The following are results of the relevant for the building analysis, ü Define portfolio goals / plan budgets if necessary. financier: there are various ü Purchase:. Define minimum standards OR take into account in • Possible changes strategic and Portfolio purchase price negotiations AND plan investments if necessary. in the lending operational options Strategy ü Sale: In the case of portfolio restructuring, preferential sale of value of the for action for the risky properties if necessary covered pool players involved in ü Define individual targets & strategy for asset (upgrade vs. sell vs. • Reputation risks & the real estate company, especially hold) market risks C-Level, portfolio ü Consider in management/investment plan Service & Maintenance Early plant renewal Full renovation to 2050 • Suitability for and asset Asset Strategy • Hydraulic balancing • Change of energy source compatibility "green" products management. • Optimisation of system • Conversion to LED • Insulation of the building settings lighting envelope • Upselling • Adjustment of operating • Modernisation of TGA • Renewal of facade & glazing times • Building Management • New heating, ventilation and • Green electricity purchase System air conditioning systems • Intermediate meter • Renewable energies © IBPDI All rights reserved Confidential
THAT'S WHY WE WANT TO GET INVOLVED IN IBPDI BY BRINGING THE IBPDI ENERGY AND RESOURCES CLUSTER TO LIFE. © IBPDI All rights reserved Confidential
WE ARE LOOKING FORWARD TO OUR COLLABORATION. IF YOU HAVE ANY FURTHER QUESTIONS, PLEASE DON’T HESITATE TO ASK OR GET IN TOUCH WITH US Susann Bollmann DENEFF Member of the Board of Directors and Head of Projects susann.bollmann@deneff.org © IBPDI All rights reserved Confidential
IBPDI ENERGY & RESOURCES CLUSTER UPDATES DR. JENS HIRSCH, BUILDINGMINDS © IBPDI All rights reserved Confidential
CDM FOR REAL ESTATE: FLEXIBLE STRUCTURE FOR DATA COLLECTION, EXCHANGE, PLANNING, BENCHMARKING & CALCULATIONS. © IBPDI All rights reserved Confidential
Detailled resource consumption & emission monitoring PUSHING THE CDM FOR REAL ESTATE INTO PRACTICE RESOURCE CONSUMPTION MONITORING © IBPDI All rights reserved Confidential
Benchmarking portfolios‘ sustainability performance | Carbon pricing PUSHING THE CDM FOR REAL ESTATE INTO PRACTICE SUSTAINABILITY TARGETS & CARBON PRICING © IBPDI All rights reserved Confidential
Key Entities in the Energy & Resources Cluster OperationalMeasurement Retrofit Sub-Cluster GhgEmissions Measure EmissionFactor Retrofit CLUSTER UPDATE CLIMATE, SCENARIOS, SustainabilityTargets Impact RETROFITTING SustainabilityIndicators RetrofitScenario Climate RetrofitToRetrofitScenario CDM V 1.0 New entities V 1.2 © IBPDI All rights reserved Confidential
Increased cooling demand in a warmer climate Climate PUSHING THE CDM FOR REAL ESTATE INTO PRACTICE Source: Spinoni et al., 2017. Changes of heating and cooling degree‐days in Europe from 1981 to 2100. Impact on energy consumption & emissions CLIMATE IMPACT OperationalMeasurement SCENARIOS GhgEmissions SustainabilityIndicators + ClimateScenario © IBPDI All rights reserved Confidential
Simulate, plan & manage energetic retrofits PUSHING THE CDM FOR REAL ESTATE INTO PRACTICE RETROFIT MODELLING © IBPDI All rights reserved Confidential
Simulate, plan & manage energetic retrofits PUSHING THE CDM FOR REAL ESTATE INTO PRACTICE RETROFIT MODELLING © IBPDI All rights reserved Confidential
IoT-Sensors & Utility Smart-meters Provider NEXT STEPS IoT, SMART METERS, LCA, EMBODIED CARBON, REPORTING LCA / Embodied Reporting carbon © IBPDI All rights reserved Confidential
INTRO: NEW CONTRIBUTORS IN ENERGY & RESOURCES © IBPDI All rights reserved Confidential
REINHARD NOWAK LINEMETRICS © IBPDI All rights reserved Confidential
But why does this give us such a headache in most projects? 1. Acquiring meaning-full sensor data from (existing) buildings is often OPTIMIZATION OF complex and expensive ENERGY EFFICIENCY 2. Data is not processed and shared in a structured format REQUIRES SENSOR DATA. © IBPDI All rights reserved Confidential
Couple of challenges when acquiring sensor data: • BMS / energy consumption data mainly available in newer buildings (20%) • Heterogenous environment (power, gas, water, heat/cold) • High cost per connected measurement point high (bad ROI) WHY IS IT COMPLEX TO • Needs more sensor data for holistic view GET SENSOR DATA FROM (Example: “energy saving” during covid lockdown..?) EXISTING BUILDINGS? © IBPDI All rights reserved Confidential
TECHNOLOGY COMBINED WITH A STRONG FOCUS AT SIMPLICITY ALLOWS TO ACQUIRE SENSOR DATA EASY AND ON SCALE. © IBPDI All rights reserved Confidential
Structured Data enables a couple of game changer: • No more silos: Share acquired sensor data with many applications and services. It does not cost a single cent to reuse-data in multiple applications… STRUCTURED DATA AND STANDARDS ARE KEY TO • Benchmarking: Structured sensor data combined with a digital twin allows you to compare your properties and do benchmarking SUCCESS. • Interoperability: Use the best tools and services which fit best for your business and don’t care about interfaces • Digital Asset: Historical sensor data of a building provides insights and documentation during the due diligence of a transaction process. © IBPDI All rights reserved Confidential
MARC BARANSKI AEDIFION © IBPDI All rights reserved Confidential
MAKING BUILDINGS SUSTAINABLE IS EASY, IF YOU HAVE 3 INGREDIENTS: 1. OPEN INTERFACES 2. STRUCTURED DATA 3. AND SOFTWARE THAT DELIVERS EXCELLENT ENGINEERING AS-A- SERVICE. Quantify Increase EnsureFuture Performance Sustainability Viability © IBPDI All rights reserved Confidential
• Connectivity for new & old buildings: Making all systems available • Central data hub: Consolidate & structure data BUILDINGS SIMPLY • Data analysis: Reveal optimization potential MADE BETTER • Optimize operation: Establish advanced controls • Interfaces: Integrate existing and future systems © IBPDI All rights reserved Confidential
• Open Application Programming Interface https://api.aedifion.io/ui/ A COMMON DATA MODEL MATTERS TO US • Extensive documentation and resources https://docs.aedifion.io/en/ © IBPDI All rights reserved Confidential
AEDIFION GMBH WWW.AEDIFION.COM © IBPDI All rights reserved Confidential
PATRICK BERGMANN MADASTER © IBPDI All rights reserved Confidential
DRIVEN BY VISION FACILITATE THE CIRCULAR ECONOMY © IBPDI All rights reserved Confidential
A CLOUD PLATFORM NEEDS A COMMON DATA MODEL © IBPDI All rights reserved Confidential
A VIBRANT ECOSYSTEM CIRCULAR REAL ESTATE NEEDS AN UNIVERSAL DATA LANUGAGE © IBPDI All rights reserved Confidential
JULIA WEIN INSTITUTE FOR REAL ESTATE ECONOMICS © IBPDI All rights reserved Confidential
CARBON RISK REAL ESTATE MONITOR & IBPDI © IBPDI All rights reserved Confidential
v For a unified model and strategy of consolidating standards v Continuously developing the CDM for Real Estate accessible to all v Addressing the industry’s enormous environmental impact with standardized metrics v CRREM as an interface for the Energy & Resources cluster. Mapping the WHY IBPDI? carbon footprint of both entire real estate portfolios and individual buildings v CRREM as part of the IBPDI CDM for Real Estate, we can make carbon risk assessment & decarbonization of the building sector measurable & targetable v Built for complete compatibility with GRESB © IBPDI All rights reserved Confidential
© IBPDI All rights reserved Confidential
Key benefits using CRREM: v Monetarization of transition risk for operational carbon emissions v Identification of Paris-alignment on property level & target setting - 1,5 and MAKING 2 degree scenario DECARBONIZATION OF v Paris-aligned decarbonization pathways for all countries and use types THE BUILDING SECTOR derived, which can serve as a benchmark MEASURABLE, v Scenario analysis with retrofit ANALYZABLE AND – v Use of default data or own assumptions MOST IMPORTANTLY – v Vast amount of background data for different metrics (EF, Carbon Price, HDD/CDD, etc.) TARGETABLE. v Solid downscaling methodology (SDA, Sbti etc.) v Kwh and carbon intensities available v Aligned with many initiatives (GRESB, INREV, PCAF, etc.) © IBPDI All rights reserved Confidential
INTRO: ENERGIE- CLUSTER DANIEL STAUFFER, ENERGIE-CLUSTER.CH © IBPDI All rights reserved Confidential
Daniel Stauffer Project Manager Building Connectivity Co-Founder | INEXTR We are… § … a specialized management consultancy, that follows developments and trends in a very targeted manner and translates them into value-adding concepts and Process Policy solutions for our customers. § … experienced in practice, committed, visionary and solution-oriented. § … at home in the energy -, real estate - and building technology industry. People Technology è Competences and project management as a valuable service! © IBPDI All rights reserved Confidential
Framework § Buildings are extremely important areas for achieving climate targets and using energy efficiently. § Digitalization offers an important tool to achieve these goals and can improve the well-being of residents. § In order to contribute the climate and energy goals, the interaction of the individual building trades, -disciplines and -technologies must be PROJECT CONNECTIVITY improved. IN BUILDINGS. § This is the aim of the "Connectivity in buildings" project. Project Supporters © IBPDI All rights reserved Confidential
GOALS § Preparation of a market and demand analysis on the topic: “Connectivity in the building” § Gathering existing knowledge and creating an overview in the following areas: § Interoperability § Data protection PROJECT GOALS & § Cyber security TIMELINE. § Identifying the need for action to achieve the desired target state. § Preparation of a first draft for a guideline. § Interdisciplinary cooperation and networking of stakeholders in the building sector. TIMELINE Start: Jun 20 Draft guidelines: Oct 21 © IBPDI All rights reserved Confidential
RESULTS OF MARKET- AND NEEDS ANALYSIS. Results of the functionality / technology in the buildings. § Remarkable: only 20% of the respondents said, that the technical installations always work according to their expectations. § The main need for action is to optimize the operation of the buildings, to achieve a higher reliability in the technical framework and to save costs . How connected are your buildings operated? Proactive control mechanisms integrated. Each building trade 10% works for itself. 34% How often are adjustments made to the building automation systems in your Highly energy- efficient room Interoperability low! buildings? automation and networked building Need for action exists! trades. 0-5 Years 3% > 15 Years 40% 30% Building trade- 6-15 Years optimized solution, 30% Standard room partially automation. networked. 25% 28% © IBPDI All rights reserved Confidential
Results in terms of data security in the buildings. RESULTS MARKET AND § The majority of building investors, building owners and building operators are familiar with the data protection regulations. NEEDS ANALYSIS. § Cyber security has a very high priority. § The main need for action is to build up know-how in the field of data protection and cyber security in buildings. © IBPDI All rights reserved Confidential
§ The development of a Big Picture requires a prior definition of the level of detail and the perspectives. Otherwise the Big Picture becomes too complex. CONCLUSION § Together with the project sponsors, the relevant topics (interoperability, BASELINE PAPER & data protection and cyber security) and their perspectives and needs were jointly elaborated in various workshops. BIG PICTURE. § It was important for the project that the different building disciplines (investors, owners, operators, planners, integrators, etc.) were involved in the workshops. This allowed the different perspectives and needs to be taken into consideration. © IBPDI All rights reserved Confidential
§ Preparation and summary of the workshop results. § Detailed analysis and development of initial approaches. § Presentation of the basics, the challenges, the target state and the correspondingly derived solutions or approaches. NEXT PROJECT STEPS. § Evaluation of the results from the second survey in cooperation with the Lucerne University of Applied Sciences and Arts and with the support of RICS. § The results of the second survey allows a country comparison between Switzerland, Germany and Austria, regarding the degree of digitization of buildings. © IBPDI All rights reserved Confidential
Besides all the technical challenges, the main challenge is a question of "social" connectivity! The following aspects are essential when it comes to convincing different KEY FINDING stakeholders: TAKE-HOME MESSAGE. § Trust § Awareness § Transparency § Readiness © IBPDI All rights reserved Confidential
Name: Daniel Stauffer Company: INEXTR GmbH | Bahnhofstrasse 36 | 6210 Sursee E-Mail: daniel.stauffer@inextr.com Phone: +41 41 508 49 41 LinkedIn: https://ch.linkedin.com/in/daniel-stauffer-6a0915134 CONTACT DETAILS. Project page: www.energie-cluster.ch/kig LinkedIn page: https://www.linkedin.com/showcase/projekt- konnektivit%C3%A4t-im-geb%C3%A4ude-kig- /?viewAsMember=true Survey: https://de.surveymonkey.com/r/Projekt_KiG © IBPDI All rights reserved Confidential
CREATING THE COMMON DATA MODEL FOR REAL ESTATE Website: www.ibpdi.org GitHub: https://github.com/ibpdi LinkedIn: https://www.linkedin.com/company/ibpdi/ YouTube: https://www.youtube.com/channel/UC4KyJR_1bH8vezhO9hcDRFw Email: contact@ibpdi.org © IBPDI All rights reserved Confidential
SPEED NETWORKING Please click here © IBPDI All rights reserved Confidential
International Building Performance BUILD THE FUTURE and Data Initiative (IBPDI) Seestrasse 55 6052 Hergiswil (Nidwalden) STANDARD! Switzerland E-mail: info@ibpdi.org Phone: +49 151 4323 2678 THANKS FOR JOINING TODAY! © IBPDI All rights reserved Confidential
You can also read