September 10, 2021
Via E-mail (firstname.lastname@example.org)
225 Bush St., Suite 1400
San Francisco, CA 94104
Consultants Report of Findings and Conclusions
Sunrun Fleetwide Review
Ladies and Gentlemen:
Leidos Engineering, LLC (Leidos) has reviewed certain aspects of the methods and procedures used by Sunrun Inc. (Sunrun) in its development of residential rooftop photovoltaic (PV) power generation installations (individually referred to as a Facility or, if more than one Facility, the Facilities) on a fleet-wide basis, some of which include battery energy storage systems (ESS) operating in cooperation with the PV installation. The results of our review were provided in reports titled Independent Engineers Report; Sunrun Inc. Fleetwide Review and Addendum 1 to Independent Engineers Report: Sunrun, Inc. Fleetwide Review both dated May 14, 2021 (together, the IE Report).
This summary report (the Summary Report) has been prepared in connection with project-level debt and equity financings related to the Facilities (each, a Fund), and in accordance with the Task Authorization dated December 10, 2018, under a Master Professional Services Agreement dated November 1, 2018, between Leidos and Sunrun. It is expected that these debt and equity transactions may include Facilities that have not yet begun development, but some operating Facilities and some Facilities under development may also be included. In order to gain a complete understanding of our review, and of our findings and conclusions, the IE Report should be read in their entirety.
Sunrun has installed Facilities on residential rooftops located in 21 states, Washington D.C., and Puerto Rico; a small percentage of the Facilities have been ground-mounted. The Facilities are mounted in fixed-tilt rooftop configurations, and have capacities ranging from 2 kilowatts (kW)-direct current (DC) to 30 kW-DC. Sunrun or its affiliates have constructed, and Sunrun owns and operate, the Facilities, including performance of the operation and maintenance (O&M) activities. The owners of the sites on which the Facilities are located are herein individually referred to as a Site Owner and collectively as the Site Owners.
In October 2020, Sunrun acquired Vivint Solar, Inc. (Vivint), another developer focused on PV installations on residential rooftops. Moving forward, Sunrun will develop installations using the programs and procedures in this Report or those developed in the future, not those of Vivint. Vivint legacy installations and procedures are covered most recently in another Leidos report titled Independent Engineers Report Vivint Solar, Inc., 2021 funds. Periodic updates will be made to that report on the performance of Vivint installations.
550 Cochituate Rd., West Wing, 4th Floor / Framingham, MA 01701 / 508.935.1600 / energy.leidos.com
Consultants Report of Findings and Conclusions
Summary of Leidos Review
During the preparation of this Report, we reviewed Sunruns methodology for developing energy production estimates for operating Facilities and Facilities under development, as Sunrun believes these are reflective of future Facilities that are to be developed (the New Facilities). The review of methodology included reviewing aspects of both Sunruns operating fleet and Facilities originated during a six-month period ending December 31, 2020 (some of which are under development, and some of which are operating), for which Sunrun has executed agreements for power and/or construction (the Origination Facilities), and which Sunrun expects to be representative of projects currently being developed. Further, we have reviewed the design package, reviewed Sunruns energy production estimates, and prepared independent energy production estimates for 10 of the Origination Facilities (the Reference Facilities). Our review and comparison of energy production estimates involved selecting a solar resource dataset and identifying various user input values based on system equipment and design.
We reviewed an executed Master Operation, Maintenance, and Administration Agreement (the MOMA Agreement) provided by Sunrun, dated February 26, 2021, which Sunrun has stated is materially similar to recent financings. Our scope did not include review of the construction cost and schedule projections or individual Facility-specific O&M costs.
Sunrun is responsible for the customization of the respective solar plan, design approval, permitting, installation, city/county inspections, utility interconnections, and O&M services for each Facility. After a Facility becomes operational, Sunrun provides daily system surveillance. We reviewed Sunruns relevant experience and capabilities. As of December 31, 2020, Sunrun had installed more than 300,000 facilities operational in 21 states, the District of Columbia, and Puerto Rico. Sunrun currently employs a staff of more than 4,800 and is a fully integrated provider, conducting all sales, design and engineering, equipment procurement, construction, commissioning, and O&M services.
We reviewed Sunruns project development processes including site selection, design and engineering, equipment selection, electrical design, electrical interconnection, structural evaluation and design, quality control, installation, and commercial operation. On March 19 and 26, 2021, we visited and made general observations of one operating Facility and one Facility in construction in Colorado, and on March 24, 2021, we visited and made general observations of one operating Facility and one Facility in construction in Massachusetts (the Existing Facilities) that are expected to be similar in design and constructed using methods similar to the Facilities contemplated for a Fund. The visits were made to confirm that the methods of design and construction of the Existing Facilities were consistent with the proposed methods of design and construction for the Facilities. The general field observations were visual examinations of selected areas, which we deemed adequate to allow us to comment on the conditions of the respective Existing Facility, but which were not at the level of detail necessary to reveal conditions with respect to the structural integrity of the rooftops, environmental conditions, the internal physical condition of any equipment, or conformance with agreements, codes, permits, rules, or regulations of any party having jurisdiction with respect to an Existing Facility or an Existing Facility site. Sunrun has provided evidence that the key environmental permits and approvals were obtained for the Permit Reference Facilities, as defined in the IE Report.
Our observations during visits to the Existing Facilities indicate that they were constructed or were being constructed in a manner consistent with other similar PV facilities with which we are familiar. All major components of the operating Existing Facilities appeared to be functional including: PV modules, inverters, protection, disconnects, communications, and grounding systems. We did not observe any indications of deficiencies in the housekeeping of the site grounds, the general maintenance areas, or the equipment. The external appearance of the equipment, systems and related spaces appeared orderly, clean and well-maintained. All evidence of wear and tear observed was judged to be normal and comparable to similar operating facilities with a comparable operational history.
Consultants Report of Findings and Conclusions
Sunrun maintains and periodically updates an approved vendor list (AVL) for PV modules, inverters, and optimizers. The AVL includes modules from Canadian Solar, Inc. (Canadian Solar); Hanwha Q CELLS Co., Ltd. (Hanwha); LG Electronics, Inc. (LG); JA Solar Holdings Co., Ltd. (JA Solar); JinkoSolar Holdings Co., Ltd. (Jinko); LONGi Solar (LONGi); REC Solar Holdings AS (REC); Silfab Solar, Inc. (Silfab); SunPower Corporation (SunPower); and Trina Solar Limited (Trina and collectively, the Module Suppliers). The AVL includes inverters from Delta Electronics, Inc. (Delta); Enphase Energy, Inc. (Enphase); Ningbo Ginlong Technologies Co., Ltd (Ginlong); SMA Solar Technology AG (SMA); and SolarEdge Technologies, Inc. (SolarEdge, collectively as, the Inverter Suppliers). The AVL includes optimizers from SolarEdge. We reviewed the AVL suppliers. We also reviewed the PV module, inverter, and optimizer technologies used by the AVL suppliers. In addition to the suppliers on the current AVL, Sunrun reports that the equipment deployed in the existing fleet was on the then-current AVL at the time of origination.
Sunrun currently offers four types of customer agreements: (1) a monthly PPA, (2) a prepaid PPA, (3) a monthly lease agreement, and (4) a prepaid lease agreement. Sunrun provided an example of each of these types of agreements for our review but reported that the specifics of each contract can differ depending on the location and particular Facility. Each agreement type typically has a term of 20 or 25 years from the in-service date and newer agreements provide either a 90 percent or 95 percent performance guarantee (the Performance Guarantee Percentage). Some pre-2017 performance guarantees could be as high as 100 percent. Sunrun does not provide a performance guarantee for systems in Hawaii that include battery storage, or systems in Florida or Puerto Rico. If the energy production over the term of the agreement does not meet the performance guarantee, Sunrun is to refund the difference to the Site Owner at the rate per kWh specified in the agreement. The majority of the agreements provided for our review calculate the guaranteed performance against the actual performance and calculates a refund if applicable every 2 years. If the system produces more energy than the guaranteed output, then the extra energy is provided at no additional cost. Agreements for Facilities that include battery storage provide no guarantee or warranty that the battery backup capacity will be available without interruption during every power outage. Sunrun disclaims, and the site owner agrees, that Sunrun has no liability in the event that the batteries fail to provide backup power.
We reported on the estimated useful life of a rooftop PV facility, which is dependent on such characteristics as the integrity of the host building, the design of the system, the technology employed, the quality of the installation, and the provision of sufficient parts and service to monitor and maintain the facility. While PV modules are typically warranted for 25 years, it is not uncommon for PV modules to remain in service for considerably longer, albeit with degradation effects continuing, and with risks of PV module failure increasing as they age. Beyond the PV modules themselves, the continued maintenance and repair or replacement of roof structure components, racking, and electrical components (electrical panels, inverters, etc.) is necessary to assure optimal generation as a facility continues to age.
Solar resource and energy production estimates were not developed for all of the Facilities. Rather, we have evaluated Sunruns methodology for developing energy production estimates, both in general and as applied to the 10 existing Reference Facilities, including one with battery storage, which we chose from a list of operating Facilities provided by Sunrun.
Sunrun provided actual monthly energy production (the Production Data) from January 2008 or the initial operation date (whichever was later), through December 2020 (the Review Period) and a first-year energy estimate developed using SUNSIM (the SUNSIM Estimates), for 216,794 Facilities within its operating fleet that have been operational for at least one year as of December 31, 2020, (collectively, the Performance Dataset). Our assumption for the analysis is that the information included within the Performance Dataset is accurate.
Consultants Report of Findings and Conclusions
For each Facility in the Performance Dataset, we compared the SUNSIM Estimates and the Production Data, adjusted based on solar resource data, for the Review Period. The adjustment for solar resource was completed by selecting a regional proxy location for each city where Sunrun has Facilities in the Representative Fleet, as defined in the IE Report (the Regional Proxy). The TMY and time series (Actual Irradiance) data utilized for each Regional Proxy was SolarAnywhere version 3.3 data collected from CPR. For each Facility, the monthly Actual Irradiance was compared to the monthly TMY irradiance resulting in a Ratio of Irradiance-Adjusted Production to SUNSIM Estimates for each Facility.
Critical for any PV facility is the expected long-term variability of the solar resource and the subsequent impact on energy production variability. In order to assess variability, a dataset must represent a long enough period-of-record to fully capture variability trends that would be expected over a 25-year operating life. Since no such long-term dataset is available specific to the Regional Proxies we used the 23 complete years of time series data for each Regional Proxy to estimate long-term resource variability. Each Regional Proxys annual global horizontal irradiance (GHI) value for the years 1998 through 2020 were normalized with respect to the average of those GHI values (Normalized GHI Values), which were then combined into a portfolio-wide average, weighted by DC capacity of each region. We used a similar approach to derive a period-of-record uncertainty for the full portfolio. To assess interannual variability, we performed a statistical analysis of long-term annual GHI trends using a Monte Carlo simulation that takes a predetermined number of random samples from the normalized GHI values and uses computational algorithms to simulate P-values.
The energy production estimates that we developed are different from those developed by Sunrun, which may be due to differences in the modeling assumptions discussed in the IE Report. The average difference between our energy estimates and those developed by Sunrun, weighted by DC capacity across the 10 Reference Facilities, is 7.5 percent. This difference is primarily due to the assumptions for solar access utilized in the SUNSIM estimates, which are significantly more conservative than our corresponding assumptions for soiling and shading. In addition, we re-ran the analysis after replacing our assumptions with Sunruns assumptions in our PVsyst models for the 10 Reference Facilities. For individual Facilities, the PVsyst and SUNSIM do not consistently overestimate or underestimate production relative to each other. The average difference between these estimates and the original SUNSIM estimates is 3.3 percent, weighted by DC capacity. This indicates a reasonable level of agreement between the two models.
We reviewed Sunruns O&M programs and procedures. Sunrun provided an executed MOMA Agreement for our review that it reported is typical of the agreements that it executes with its various Fund owners. The services provided in accordance with the MOMA Agreement are provided by Sunrun. The MOMA Agreement outlines the operations scope of O&M activities performed by Sunrun.
We have reviewed the replacement curves for the string inverters, microinverters, and the ESS as provided by Sunrun. Additionally, Sunrun provided its price projections for string inverters, microinverters, and the ESS. These combined costs will provide the technical inputs to a financial model developed by Sunrun, which we did not review, representing timing and amounts for non-covered major maintenance services.
Sunrun reported the Facilities are to be designed, constructed, and operated in accordance with applicable environmental laws, regulations, policies, codes, and standards. Sunrun is responsible for obtaining and maintaining all governmental approvals and permits. Our general understanding of the status of the Facilities in a fund with respect to permits and applicable environmental regulations is based on discussions with personnel knowledgeable about the permitting, responses from Sunrun to our inquiries and data requests, and review of information on permits provided for three representative Facilities.
Consultants Report of Findings and Conclusions
Principal Considerations and Assumptions
In the preparation of this Summary Report and the opinions presented in this Summary Report and in the Consultants Reports, we have made certain assumptions with respect to conditions which may exist, or events which may occur in the future. While we believe these assumptions to be reasonable for the purpose of this Summary Report and the Consultants Reports, they are dependent upon future events, and actual conditions may differ from those assumed. In addition, we have used and relied upon certain information provided to us by others. While we believe the use of such information and assumptions to be reasonable for the purposes of this Summary Report and the Consultants Reports, we offer no other assurances with respect thereto, and some assumptions may vary significantly due to unanticipated events and circumstances. To the extent that actual future conditions differ from those assumed herein or provided to us by others, the actual results will vary from those projected herein. This Summary Report summarizes our work up to the dates of the Consultants Reports. Changed conditions occurring or becoming known after such dates could affect the material presented to the extent of such changes.
The principal considerations and assumptions made by us and the principal information provided to us by others include the following:
As an Independent Engineer, we have made no determination as to the validity and enforceability of any contract, agreement, rule, or regulation applicable to the Facilities. For the purposes of this Summary Report and the Consultants Reports, we have assumed that all contracts, agreements, rules, and regulations will be fully enforceable in accordance with the contractual terms. Moreover, it is assumed that all parties will comply with and fulfill the provisions of the contracts and agreements.
The design, manufacturing, and construction of the Facilities will be completed in accordance with the proposed Sunrun programs and procedures and good industry practices.
The structural integrity of the rooftops is adequate to support the equipment.
The Facilities will be operated in accordance with the policies and procedures proposed by Sunrun, with input collected from its monitoring systems.
The Facilities will be maintained in accordance with good engineering and maintenance practices, all required renewals and replacements of equipment will be made in a timely manner, and the equipment will not be operated to cause it to exceed the equipment manufacturers recommended maximum ratings.
Qualified and competent personnel will be employed who will properly operate and maintain the Facilities in accordance with the equipment manufacturers recommendations and generally accepted industry practices and will generally operate the Facilities in a sound and businesslike manner.
The design and installation of the Facilities will be consistent with the Reference Facilities.
Set forth below are the principal conclusions we reached in our IE Report dated May 14, 2021. For a complete understanding of the estimates, assumptions, and calculations upon which these opinions are based, this Summary Report and the Consultants Report should be read in their entirety. On the basis of our review and analyses and the assumptions set forth in this Summary Report and the Consultants Reports, we are of the opinion that:
Sunrun has previously demonstrated the capability to construct and operate facilities of similar design and technology as those proposed to comprise the New Facilities.
Consultants Report of Findings and Conclusions
Sunruns site selection process considers the critical technical and environmental factors that typically impact the suitability of sites for construction, operation, and maintenance of residential PV installations such as those proposed to comprise the Facilities.
The proposed method of design, installation, and commissioning of the Facilities is generally consistent with other residential PV installations with which we are familiar in regions similar to the locations of the Facilities and the QA/QC program is in line with industry best practices.
The Module and Inverter Suppliers have previously demonstrated the capability to supply PV modules and inverters, respectively, to facilities of similar size and technology as those proposed to comprise the Facilities.
The PV technologies proposed are sound and proven methods of energy generation.
The ESS Suppliers have previously demonstrated the capability to supply ESS equipment to facilities of similar function as those comprising the Facilities and that the ESS technologies proposed are sound and proven methods of energy storage.
The Module, Inverter, and ESS Suppliers should be acceptable, from a technical perspective, as suppliers of PV modules inverters, and ESS, respectively.
In the event that a particular Module Supplier was no longer able to service its warranty, Sunrun should be able to acquire modules from another company that could be substituted as a replacement with minor modifications to the racking if required
Provided that: (1) the systems are designed and installed in accordance with good industry practices; (2) all equipment is operated in accordance with manufacturer recommendations; (3) all required renewals and replacements are made on a timely basis; (4) the components meet their respective warranty provisions and continue to operate post expiration in general accordance with those provisions; and (5) any roof repairs or other mitigation techniques required to support the equipment are implemented, installations such as those proposed to comprise the Facilities should be capable of achieving a useful life of at least 35 years.
Sunruns methodology for estimating energy production, while reasonable within the bounds of uncertainty discussed previously, includes assumptions that are more conservative than ours for some of the Facilities.
We estimate an overall fleet wide annual energy production uncertainty of plus or minus 6.5 percent at a 95 percent confidence interval. We determined weather variability profiles considering the mix of regional locations included in the Performance Dataset and developed P values that incorporate our uncertainty estimate with the weather variability profiles.
The O&M practices and the scope of services in the MOMA Agreement are consistent with generally accepted industry practices for residential PV installations. Further, Project Service fees of up to $21/kW-DC are comparable to fees for other residential PV portfolios with which we are familiar.
Sunrun is projecting failure curves for string inverters, microinverters, and the ESS that are consistent with manufacturer representations and generally accepted in the industry. Sunruns price projections for the near term, which we would define as the next three years, are reasonable.
Sunrun has identified and obtained the key environmental permits and approvals required from the various federal, state, and local agencies that are currently necessary to construct and operate the Facilities, and has a process in place for the remaining Facilities to be constructed.