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Revenue Recognition
9 Months Ended
Sep. 30, 2023
Revenue from Contract with Customer [Abstract]  
Revenue Recognition Revenue Recognition
Contract Balances
The following table provides information about accounts receivables, contract assets, customer deposits and deferred revenue from contracts with customers (in thousands):
September 30,December 31,
 20232022
Accounts receivable$334,495 $250,995 
Contract assets143,875 46,727 
Customer deposits66,043 121,085 
Deferred revenue 67,613 94,355 
Contract assets relate to contracts for which revenue is recognized upon transfer of control of performance obligations, but where billing milestones have not been reached. Customer deposits and deferred revenue include payments received from customers or invoiced amounts prior to transfer of controls of performance obligations. At December 31, 2022, customer deposits included $24.6 million related to transactions with SK ecoplant, and refundable fees received from customers. At September 30, 2023 there were no customer deposits related to transactions with SK ecoplant (see Note 16 - SK ecoplant Strategic Investment).
Contract assets and contract liabilities are reported in a net position on an individual contract basis at the end of each reporting period. Contract assets are classified as current in the condensed consolidated balance sheets when both the milestones other than the passage of time, are expected to be complete and the customer is invoiced within one year of the balance sheet date, and as long-term when both the above-mentioned milestones are expected to be complete, and the customer is invoiced more than one year out from the balance sheet date. Contract liabilities are classified as current in the condensed consolidated balance sheets when the revenue recognition associated with the related customer payments and invoicing is expected to occur within one year of the balance sheet date and as long-term when the revenue recognition associated with the related customer payments and invoicing is expected to occur in more than one year from the balance sheet date.
Contract Assets
Three Months Ended
September 30,
Nine Months Ended
September 30,
2023202220232022
Beginning balance$35,182 $33,374 $46,727 $25,201 
Transferred to accounts receivable from contract assets recognized at the beginning of the period(8,284)(21,677)(31,968)(21,304)
Revenue recognized and not billed as of the end of the period116,977 14,071 129,116 21,871 
Ending balance$143,875 $25,768 $143,875 $25,768 
Contract assets as of September 30, 2023 were primarily related to the PPA V Upgrade. For additional information, please see Part I, Item 1, Note 10 - Portfolio Financings.
Deferred Revenue
Deferred revenue activity, including deferred incentive revenue activity, during the three and nine months ended September 30, 2023 and 2022 consisted of the following (in thousands):
Three Months Ended
September 30,
Nine Months Ended
September 30,
2023202220232022
Beginning balance$85,110 $96,377 $94,355 $115,476 
Additions243,545 248,574 733,891 597,318 
Revenue recognized(261,042)(241,795)(760,633)(609,638)
Ending balance$67,613 $103,156 $67,613 $103,156 
Deferred revenue is equivalent to the total transaction price allocated to the performance obligations that are unsatisfied, or partially unsatisfied, as of the end of the period. Primary component of deferred revenue at the end of the period consists of performance obligations relating to the provision of maintenance services under current contracts and future renewal periods. Some of these obligations provide customers with material rights over a period that we estimate to be largely commensurate with the period of their expected use of the associated Energy Server. As a result, we expect to recognize these amounts as revenue over a period of up to 21 years, predominantly on a relative standalone selling price basis that reflects the cost of providing these services. Deferred revenue also includes performance obligations relating to product acceptance and installation. A significant amount of this deferred revenue is reflected as additions and revenue recognized in the same 12-month period, and a portion of this deferred revenue is expected to be recognized beyond this 12-month period mainly due to deployment schedules.
We do not disclose the value of the unsatisfied performance obligations for (i) contracts with an original expected length of one year or less and (ii) contracts for which we recognize revenue at the amount to which we have the right to invoice for services performed.
Disaggregated Revenue
We disaggregate revenue from contracts with customers into four revenue categories: product, installation, services and electricity (in thousands):
Three Months Ended
September 30,
Nine Months Ended
September 30,
2023202220232022
Revenue from contracts with customers: 
Product revenue $304,976 $213,243 $713,427 $520,415 
Installation revenue 21,916 22,682 66,762 48,964 
Services revenue 47,535 37,347 130,496 111,012 
Electricity revenue 9,012 2,875 16,816 8,352 
Total revenue from contract with customers383,439 276,147 927,501 688,743 
Revenue from contracts that contain leases:
Electricity revenue16,829 16,127 49,053 47,806 
Total revenue$400,268 $292,274 $976,554 $736,549